diff --git a/.dockerignore b/.dockerignore
index 5de4b142..fd683b05 100644
--- a/.dockerignore
+++ b/.dockerignore
@@ -1,23 +1,20 @@
 */.gitignore
-# Ignore node_modules directory
-frontend/node_modules/
 
-frontend/.nx/cache/
+# Node/Nx artifacts (keep build contexts small)
+**/node_modules
+**/.nx
 
-# Ignore package-lock.json or yarn.lock file
-frontend/package-lock.json
-frontend/yarn.lock
+# Frontend build outputs and logs
+services/frontend/dist
+services/frontend/tmp
+services/frontend/coverage
+services/frontend/apps/*/dist
+services/frontend/*.log
 
-# Ignore any build artifacts or compiled files
-frontend/dist/
-frontend/build/
-frontend/*.log
-
-# Ignore python envs and compiled python files
+# Python envs and compiled python files
 */venv
 */.venv
 */.env
 */*.pyc
 
-
 **/.notebooks
diff --git a/.env.template b/.env.template
index 4c837066..95be1696 100644
--- a/.env.template
+++ b/.env.template
@@ -10,7 +10,9 @@ S3_SECRET_ACCESS_KEY=your_s3_secret_key_here
 # =============================================================================
 # Basic Authentication (Required)
 # =============================================================================
-BASIC_AUTH="foo:$apr1$ryE0iE7H$F2SlPDNoFdGoaHrcla2HL/"
+# Used for backend/admin endpoints and reused by the frontend's auth prompt.
+BASIC_AUTH_USER=foo
+BASIC_AUTH_PASSWORD=bar
 
 # =============================================================================
 # Langfuse Configuration (Required for observability)
@@ -27,12 +29,6 @@ LANGFUSE_INIT_USER_EMAIL="user@stackit.cloud"
 LANGFUSE_INIT_USER_NAME="stackiteer"
 LANGFUSE_INIT_USER_PASSWORD="stackit123"
 
-# =============================================================================
-# Frontend Authentication (Required)
-# =============================================================================
-VITE_AUTH_USERNAME=foo
-VITE_AUTH_PASSWORD=bar
-
 # =============================================================================
 # LLM Provider API Keys (Choose one or more)
 # =============================================================================
diff --git a/.github/workflows/build-images.yml b/.github/workflows/build-images.yml
new file mode 100644
index 00000000..3178c66c
--- /dev/null
+++ b/.github/workflows/build-images.yml
@@ -0,0 +1,110 @@
+name: build-images
+run-name: build-images ${{ github.event.release.tag_name }}
+on:
+  release:
+    types: [published]
+
+permissions:
+  contents: read
+  packages: write
+
+jobs:
+  prepare:
+    if: ${{ github.event_name == 'release' }}
+    runs-on: ubuntu-latest
+    outputs:
+      tag: ${{ steps.release_tag.outputs.tag }}
+      version: ${{ steps.release_tag.outputs.version }}
+    steps:
+      - uses: actions/checkout@v4
+        with:
+          fetch-depth: 0
+      - name: Resolve release tag & version
+        id: release_tag
+        run: |
+          git fetch --tags --force
+          TAG="${{ github.event.release.tag_name }}"
+          if [ -z "$TAG" ]; then
+            echo "No Git tag found to check out" >&2
+            exit 1
+          fi
+          VER_NO_V="${TAG#v}"
+          echo "tag=$TAG" >> $GITHUB_OUTPUT
+          echo "version=$VER_NO_V" >> $GITHUB_OUTPUT
+
+  build-image:
+    needs: prepare
+    runs-on: ubuntu-latest
+    strategy:
+      fail-fast: false
+      matrix:
+        include:
+          - name: rag-backend
+            dockerfile: services/rag-backend/Dockerfile
+          - name: admin-backend
+            dockerfile: services/admin-backend/Dockerfile
+          - name: document-extractor
+            dockerfile: services/document-extractor/Dockerfile
+          - name: mcp-server
+            dockerfile: services/mcp-server/Dockerfile
+          - name: frontend
+            dockerfile: services/frontend/apps/chat-app/Dockerfile
+          - name: admin-frontend
+            dockerfile: services/frontend/apps/admin-app/Dockerfile
+    env:
+      REGISTRY: ghcr.io
+      IMAGE_NS: ${{ github.repository }}
+      VERSION: ${{ needs.prepare.outputs.version }}
+      TAG: ${{ needs.prepare.outputs.tag }}
+    steps:
+      - uses: actions/checkout@v4
+        with:
+          fetch-depth: 0
+      - name: Checkout release tag
+        run: git checkout "$TAG"
+      - name: Normalize IMAGE_NS to lowercase
+        run: echo "IMAGE_NS=$(echo '${{ env.IMAGE_NS }}' | tr '[:upper:]' '[:lower:]')" >> $GITHUB_ENV
+      - name: Login to GHCR
+        uses: docker/login-action@v3
+        with:
+          registry: ghcr.io
+          username: ${{ github.actor }}
+          password: ${{ secrets.PR_AUTOMATION_TOKEN }}
+      - name: Set up Buildx
+        uses: docker/setup-buildx-action@v3
+      - name: Build & push ${{ matrix.name }}
+        run: |
+          docker buildx build --push \
+            -t "$REGISTRY/$IMAGE_NS/${{ matrix.name }}:${VERSION}" \
+            -t "$REGISTRY/$IMAGE_NS/${{ matrix.name }}:latest" \
+            -f "${{ matrix.dockerfile }}" .
+      - name: Capture digest
+        run: |
+          sudo apt-get update && sudo apt-get install -y jq
+          ref="$REGISTRY/$IMAGE_NS/${{ matrix.name }}:${VERSION}"
+          digest=$(docker buildx imagetools inspect "$ref" --format '{{json .Manifest.Digest}}' | jq -r . || true)
+          jq -n --arg name "${{ matrix.name }}" --arg tag "$VERSION" --arg digest "$digest" '{($name): {tag: $tag, digest: $digest}}' > digest.json
+      - name: Upload digest artifact
+        uses: actions/upload-artifact@v4
+        with:
+          name: image-digest-${{ matrix.name }}
+          path: digest.json
+
+  collect-digests:
+    needs: [build-image]
+    runs-on: ubuntu-latest
+    steps:
+      - name: Download digest artifacts
+        uses: actions/download-artifact@v4
+        with:
+          pattern: image-digest-*
+          merge-multiple: false
+      - name: Merge digests
+        run: |
+          sudo apt-get update && sudo apt-get install -y jq
+          jq -s 'reduce .[] as $item ({}; . * $item)' image-digest-*/digest.json > image-digests.json
+      - name: Upload merged digests
+        uses: actions/upload-artifact@v4
+        with:
+          name: image-digests
+          path: image-digests.json
diff --git a/.github/workflows/bump-chart-version.yml b/.github/workflows/bump-chart-version.yml
new file mode 100644
index 00000000..db83a823
--- /dev/null
+++ b/.github/workflows/bump-chart-version.yml
@@ -0,0 +1,59 @@
+name: bump-chart-version
+on:
+  workflow_dispatch:
+    inputs:
+      chart_version:
+        description: "Chart version to set (does not touch appVersion)"
+        required: true
+        type: string
+      ref:
+        description: "Git ref to bump (default: main)"
+        required: false
+        type: string
+
+permissions:
+  contents: write
+  pull-requests: write
+
+jobs:
+  bump:
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v4
+        with:
+          fetch-depth: 0
+          ref: ${{ inputs.ref || 'main' }}
+
+      - name: Setup Python
+        uses: actions/setup-python@v5
+        with:
+          python-version: '3.13'
+
+      - name: Install deps
+        run: |
+          python -m pip install --upgrade pip
+          python -m pip install "packaging==25.0" "ruamel.yaml==0.18.6"
+
+      - name: Bump chart version only
+        env:
+          CHART_VERSION: ${{ inputs.chart_version }}
+        run: |
+          if [ -z "${CHART_VERSION}" ]; then
+            echo "chart_version input is required" >&2
+            exit 1
+          fi
+          python tools/bump_chart_versions.py --mode chart-only --chart-version "$CHART_VERSION"
+
+      - name: Open PR for chart version bump
+        uses: peter-evans/create-pull-request@v6
+        with:
+          base: main
+          branch: chore/chart-bump-${{ inputs.chart_version }}
+          title: "chore(release): bump chart version to ${{ inputs.chart_version }}"
+          body: |
+            Bump Chart.yaml version to ${{ inputs.chart_version }} (appVersion unchanged).
+          commit-message: "chore(release): bump chart version to ${{ inputs.chart_version }}"
+          add-paths: |
+            infrastructure/**/Chart.yaml
+          token: ${{ secrets.PR_AUTOMATION_TOKEN }}
+          labels: chart-bump
diff --git a/.github/workflows/create-release.yml b/.github/workflows/create-release.yml
new file mode 100644
index 00000000..49a875a0
--- /dev/null
+++ b/.github/workflows/create-release.yml
@@ -0,0 +1,68 @@
+name: create-release
+on:
+  pull_request_target:
+    types: [closed]
+    branches: [main]
+
+permissions:
+  contents: write
+
+jobs:
+  release:
+    if: >-
+      ${{
+        github.event.pull_request.merged == true &&
+        contains(github.event.pull_request.labels.*.name, 'refresh-locks')
+      }}
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v4
+        with:
+          fetch-depth: 0
+          token: ${{ secrets.PR_AUTOMATION_TOKEN }}
+
+      - name: Derive version from PR title
+        id: ver
+        run: |
+          TITLE="${{ github.event.pull_request.title }}"
+          VERSION=$(echo "$TITLE" | sed -nE 's/.*([0-9]+\.[0-9]+\.[0-9]+(\.post[0-9]+)?).*/\1/p' || true)
+          if [ -z "$VERSION" ]; then
+            echo "Could not extract version from PR title: $TITLE" >&2
+            exit 1
+          fi
+          echo "version=$VERSION" >> $GITHUB_OUTPUT
+
+      - name: Verify appVersion matches release version (clean semver)
+        env:
+          RELEASE_VERSION: ${{ steps.ver.outputs.version }}
+        run: |
+          if echo "$RELEASE_VERSION" | grep -q '\.post'; then
+            echo "Release version must be clean semver (no .post): $RELEASE_VERSION" >&2
+            exit 1
+          fi
+          APP_VERSION=$(awk '/^appVersion:/ {print $2}' infrastructure/rag/Chart.yaml | tr -d "\"'")
+          if [ -z "$APP_VERSION" ]; then
+            echo "Could not read appVersion from infrastructure/rag/Chart.yaml" >&2
+            exit 1
+          fi
+          NORMALIZED_APP_VERSION="${APP_VERSION#v}"
+          NORMALIZED_APP_VERSION="${NORMALIZED_APP_VERSION#V}"
+          if [ "$NORMALIZED_APP_VERSION" != "$RELEASE_VERSION" ]; then
+            echo "Chart appVersion ($APP_VERSION) does not match release version ($RELEASE_VERSION)" >&2
+            exit 1
+          fi
+
+      - name: Create Git tag
+        run: |
+          git config user.name "github-actions"
+          git config user.email "github-actions@github.com"
+          git tag -a "v${{ steps.ver.outputs.version }}" -m "Release v${{ steps.ver.outputs.version }}"
+          git push origin "v${{ steps.ver.outputs.version }}"
+
+      - name: Create GitHub Release
+        uses: softprops/action-gh-release@v2
+        with:
+          tag_name: v${{ steps.ver.outputs.version }}
+          name: v${{ steps.ver.outputs.version }}
+          generate_release_notes: true
+          token: ${{ secrets.PR_AUTOMATION_TOKEN }}
diff --git a/.github/workflows/lint-and-test.yml b/.github/workflows/lint-and-test.yml
index d9dfdeee..00182d9b 100644
--- a/.github/workflows/lint-and-test.yml
+++ b/.github/workflows/lint-and-test.yml
@@ -12,6 +12,12 @@ env:
 
 jobs:
   changes:
+    if: >-
+      ${{
+        !contains(github.event.pull_request.labels.*.name, 'prepare-release') &&
+        !contains(github.event.pull_request.labels.*.name, 'refresh-locks') &&
+        !contains(github.event.pull_request.labels.*.name, 'chart-bump')
+      }}
     name: Detect Changes
     runs-on: ubuntu-latest
     outputs:
@@ -27,7 +33,7 @@ jobs:
 
       - name: Detect changes
         id: changes
-        uses: dorny/paths-filter@v2
+        uses: dorny/paths-filter@v3
         with:
           filters: |
             services:
@@ -81,7 +87,7 @@ jobs:
 
       - name: Build Docker image
         run: |
-          docker build -t $IMAGE_NAME --build-arg dev=1 -f services/${{ matrix.service }}/Dockerfile .
+          docker build -t $IMAGE_NAME -f services/${{ matrix.service }}/Dockerfile.dev .
 
       - name: Run linting
         run: |
@@ -104,7 +110,7 @@ jobs:
       - name: Checkout code
         uses: actions/checkout@v4
 
-      - name: Set Docker Image Names
+      - name: Set Docker Image Name
         run: |
           echo "LINT_IMAGE_NAME=${{ matrix.library }}-lint:${{ needs.sanitize-branch-name.outputs.sanitized_ref }}-${{ github.run_number }}" >> $GITHUB_ENV
           echo "TEST_IMAGE_NAME=${{ matrix.library }}-test:${{ needs.sanitize-branch-name.outputs.sanitized_ref }}-${{ github.run_number }}" >> $GITHUB_ENV
@@ -112,7 +118,8 @@ jobs:
 
       - name: Build lint image
         run: |
-          docker build -t $LINT_IMAGE_NAME --build-arg TEST=0 -f libs/Dockerfile libs
+          docker build -t $LINT_IMAGE_NAME --build-arg DIRECTORY=${{ matrix.library }} --build-arg TEST=0 -f libs/Dockerfile libs
+
 
       - name: Run linting
         run: |
diff --git a/.github/workflows/prepare-release.yml b/.github/workflows/prepare-release.yml
new file mode 100644
index 00000000..19f5620b
--- /dev/null
+++ b/.github/workflows/prepare-release.yml
@@ -0,0 +1,116 @@
+name: prepare-release
+on:
+  pull_request:
+    types: [closed]
+    branches:
+      - main
+  workflow_dispatch:
+    inputs:
+      version:
+        description: "Override release version (e.g., 3.5.0.postYYYYMMDDHHMMSS). If empty, semantic-release dry-run is used."
+        required: false
+        type: string
+
+permissions:
+  contents: write
+  pull-requests: write
+
+jobs:
+  changes:
+    if: >-
+      ${{
+        github.event_name == 'workflow_dispatch' ||
+        (
+          github.event.pull_request.merged &&
+          !contains(github.event.pull_request.labels.*.name, 'prepare-release') &&
+          !contains(github.event.pull_request.labels.*.name, 'refresh-locks') &&
+          !contains(github.event.pull_request.labels.*.name, 'chart-bump')
+        )
+      }}
+    name: Detect release-relevant changes
+    runs-on: ubuntu-latest
+    outputs:
+      releasable: ${{ steps.manual.outputs.releasable || steps.filter.outputs.releasable }}
+    steps:
+      - name: Allow manual run
+        id: manual
+        if: ${{ github.event_name == 'workflow_dispatch' }}
+        run: echo "releasable=true" >> "$GITHUB_OUTPUT"
+
+      - uses: actions/checkout@v4
+        if: ${{ github.event_name == 'pull_request' }}
+        with:
+          fetch-depth: 0
+
+      - name: Filter paths
+        id: filter
+        if: ${{ github.event_name == 'pull_request' }}
+        uses: dorny/paths-filter@v2
+        with:
+          filters: |
+            releasable:
+              - 'services/**'
+              - 'libs/**'
+
+  prepare:
+    if: ${{ needs.changes.outputs.releasable == 'true' }}
+    runs-on: ubuntu-latest
+    needs: [changes]
+    steps:
+      - uses: actions/checkout@v4
+        with:
+          fetch-depth: 0
+
+      - name: Setup Node
+        uses: actions/setup-node@v4
+        with:
+          node-version: '25'
+
+      - name: Install semantic-release deps
+        run: npm ci
+
+      - name: verify-dependencies-integrity
+        run: npm audit signatures
+
+      - name: Compute next version (dry-run)
+        id: semrel
+        env:
+          GITHUB_TOKEN: ${{ secrets.PR_AUTOMATION_TOKEN }}
+        run: |
+          if [ -n "${{ github.event.inputs.version }}" ]; then
+            echo "version=${{ github.event.inputs.version }}" >> $GITHUB_OUTPUT
+            exit 0
+          fi
+          npx semantic-release --dry-run --no-ci | tee semrel.log
+          BASE_VERSION=$(grep -Eo "next release version is [0-9]+\.[0-9]+\.[0-9]+" semrel.log | awk '{print $5}')
+          if [ -z "$BASE_VERSION" ]; then echo "No new release required"; exit 1; fi
+          VERSION="${BASE_VERSION}.post$(date +%Y%m%d%H%M%S)"
+          echo "version=$VERSION" >> $GITHUB_OUTPUT
+
+      - name: Setup Python
+        uses: actions/setup-python@v5
+        with:
+          python-version: '3.13'
+
+      - name: Install bump script deps
+        run: |
+          python -m pip install --upgrade pip
+          python -m pip install "tomlkit==0.13.3" "pyyaml==6.0.2" "packaging==25.0"
+
+      - name: Bump internal libs only (no service pins)
+        run: |
+          python tools/bump_pyproject_deps.py --version "${{ steps.semrel.outputs.version }}" --bump-libs
+
+      - name: Commit and open PR
+        uses: peter-evans/create-pull-request@v6
+        with:
+          branch: chore/release-${{ steps.semrel.outputs.version }}
+          title: "chore(release): prepare ${{ steps.semrel.outputs.version }}"
+          body: |
+            Prepare release ${{ steps.semrel.outputs.version }}
+            - bump internal libs versions only
+          commit-message: "chore(release): prepare ${{ steps.semrel.outputs.version }}"
+          add-paths: |
+            libs/**/pyproject.toml
+          labels: prepare-release
+          token: ${{ secrets.PR_AUTOMATION_TOKEN }}
diff --git a/.github/workflows/promote-clean-semver.yml b/.github/workflows/promote-clean-semver.yml
new file mode 100644
index 00000000..565ea9b5
--- /dev/null
+++ b/.github/workflows/promote-clean-semver.yml
@@ -0,0 +1,205 @@
+name: promote-clean-semver
+on:
+  workflow_dispatch:
+    inputs:
+      clean_version:
+        description: "Clean semver to promote (no .post)"
+        required: true
+        type: string
+      ref:
+        description: "Git ref to use (defaults to main)"
+        required: false
+        type: string
+      pre_version:
+        description: "Pre-release version (optional, for bookkeeping)"
+        required: false
+        type: string
+      dry_run:
+        description: "If true, skip publishing to PyPI (only TestPyPI)"
+        required: false
+        default: false
+        type: boolean
+
+permissions:
+  contents: write
+  pull-requests: write
+  packages: write
+
+jobs:
+  promote:
+    name: Publish clean semver, refresh locks, bump appVersion
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v4
+        with:
+          fetch-depth: 0
+          ref: ${{ inputs.ref || 'main' }}
+
+      - name: Load version metadata (workflow_run)
+        if: ${{ github.event_name == 'workflow_run' }}
+        uses: actions/download-artifact@v4
+        with:
+          name: pre-release-meta
+          github-token: ${{ secrets.GITHUB_TOKEN }}
+          run-id: ${{ github.event.workflow_run.id }}
+          path: meta
+
+      - name: Determine versions
+        id: versions
+        run: |
+          set -euo pipefail
+          CLEAN_VERSION_INPUT="${{ inputs.clean_version || '' }}"
+          if [ -f meta/version.env ]; then
+            source meta/version.env
+          fi
+          CLEAN_VERSION="${CLEAN_VERSION_INPUT:-${CLEAN_VERSION:-}}"
+          if [ -z "${CLEAN_VERSION:-}" ]; then
+            echo "CLEAN_VERSION is required (input or artifact)" >&2
+            exit 1
+          fi
+          # Allow optional leading "v" in input (e.g., v3.5.5)
+          CLEAN_VERSION="${CLEAN_VERSION#v}"
+          CLEAN_VERSION="${CLEAN_VERSION#V}"
+          CLEAN_VERSION_TAG="v${CLEAN_VERSION}"
+          if echo "$CLEAN_VERSION" | grep -q '\.post'; then
+            echo "CLEAN_VERSION must be clean semver (no .post): $CLEAN_VERSION" >&2
+            exit 1
+          fi
+          echo "clean_version=$CLEAN_VERSION" >> $GITHUB_OUTPUT
+          echo "clean_version_tag=$CLEAN_VERSION_TAG" >> $GITHUB_OUTPUT
+
+      - name: Setup Python
+        uses: actions/setup-python@v5
+        with:
+          python-version: '3.13'
+
+      - name: Install Poetry and deps
+        run: |
+          pip install poetry==2.1.3
+          python -m pip install --upgrade pip
+          python -m pip install "tomlkit==0.13.3" "pyyaml==6.0.2" "packaging==25.0" "ruamel.yaml==0.18.6"
+
+      - name: Configure TestPyPI repository
+        run: |
+          poetry config repositories.testpypi https://test.pypi.org/legacy/
+
+      - name: Install jq
+        run: sudo apt-get update && sudo apt-get install -y jq
+
+      - name: Update internal libs and service pins to clean version
+        env:
+          VERSION: ${{ steps.versions.outputs.clean_version }}
+        run: |
+          python tools/bump_pyproject_deps.py --version "$VERSION" --bump-libs --bump-service-pins
+
+      - name: Publish clean semver to TestPyPI and PyPI (core-first)
+        env:
+          CLEAN_VERSION: ${{ steps.versions.outputs.clean_version }}
+          POETRY_HTTP_BASIC_TESTPYPI_USERNAME: __token__
+          POETRY_HTTP_BASIC_TESTPYPI_PASSWORD: ${{ secrets.TEST_PYPI_TOKEN }}
+          POETRY_PYPI_TOKEN_PYPI: ${{ secrets.PYPI_TOKEN }}
+          DRY_RUN: ${{ github.event_name == 'workflow_dispatch' && github.event.inputs.dry_run || 'false' }}
+        run: |
+          set -euo pipefail
+          if [ -z "${POETRY_HTTP_BASIC_TESTPYPI_PASSWORD:-}" ]; then
+            echo "Missing TEST_PYPI_TOKEN secret" >&2
+            exit 1
+          fi
+          if [ "${DRY_RUN:-false}" != "true" ] && [ -z "${POETRY_PYPI_TOKEN_PYPI:-}" ]; then
+            echo "Missing PYPI_TOKEN secret" >&2
+            exit 1
+          fi
+
+          source tools/publish_libs.sh
+
+          echo "Publishing clean version $CLEAN_VERSION (core-first) to TestPyPI..."
+          publish_lib "rag-core-lib" "-r testpypi" "$CLEAN_VERSION"
+          wait_for_index "rag-core-lib" "$CLEAN_VERSION" "https://test.pypi.org" "TestPyPI"
+          for lib in rag-core-api admin-api-lib extractor-api-lib; do
+            publish_lib "$lib" "-r testpypi" "$CLEAN_VERSION"
+          done
+
+          if [ "${DRY_RUN:-false}" = "true" ]; then
+            echo "Dry run enabled: skipping PyPI publish."
+          else
+            echo "Publishing clean version $CLEAN_VERSION (core-first) to PyPI..."
+            publish_lib "rag-core-lib" "" "$CLEAN_VERSION"
+            wait_for_index "rag-core-lib" "$CLEAN_VERSION" "https://pypi.org" "PyPI"
+            for lib in rag-core-api admin-api-lib extractor-api-lib; do
+              publish_lib "$lib" "" "$CLEAN_VERSION"
+            done
+          fi
+
+      - name: Clear poetry caches
+        run: |
+          poetry cache clear --all pypi -n || true
+          poetry cache clear --all testpypi -n || true
+
+      - name: Force rag-core-lib from TestPyPI for dry-run locking
+        if: ${{ github.event_name == 'workflow_dispatch' && github.event.inputs.dry_run == 'true' }}
+        run: |
+          python tools/set_rag_core_lib_testpypi_source.py
+
+      - name: Refresh lib lockfiles
+        env:
+          VERSION: ${{ steps.versions.outputs.clean_version }}
+        run: |
+          for lib in libs/rag-core-lib libs/rag-core-api libs/admin-api-lib libs/extractor-api-lib; do
+            if [ -f "$lib/pyproject.toml" ]; then
+              echo "Locking $lib"
+              (
+                cd "$lib"
+                poetry lock -v || (
+                  echo "Lock failed, clearing caches and retrying...";
+                  poetry cache clear --all pypi -n || true;
+                  poetry cache clear --all testpypi -n || true;
+                  sleep 10;
+                  poetry lock -v
+                )
+              )
+            fi
+          done
+
+      - name: Refresh service lockfiles
+        env:
+          VERSION: ${{ steps.versions.outputs.clean_version }}
+        run: |
+          for svc in services/rag-backend services/admin-backend services/document-extractor services/mcp-server; do
+            if [ -f "$svc/pyproject.toml" ]; then
+              echo "Locking $svc"
+              (
+                cd "$svc"
+                poetry lock -v || (
+                  echo "Lock failed, clearing caches and retrying...";
+                  poetry cache clear --all pypi -n || true;
+                  poetry cache clear --all testpypi -n || true;
+                  sleep 10;
+                  poetry lock -v
+                )
+              )
+            fi
+          done
+
+      - name: Bump Chart appVersion to clean version (leave chart version for manual chart publish)
+        env:
+          APP_VERSION: ${{ steps.versions.outputs.clean_version_tag }}
+        run: |
+          python tools/bump_chart_versions.py --app-version "$APP_VERSION" --mode app-only
+
+      - name: Open PR with updated locks, pins, and Chart appVersion
+        id: cpr
+        uses: peter-evans/create-pull-request@v6
+        with:
+          branch: chore/refresh-locks-${{ steps.versions.outputs.clean_version }}-${{ github.run_number }}
+          title: "chore(release): refresh service lockfiles for ${{ steps.versions.outputs.clean_version }}"
+          body: |
+            Refresh service poetry.lock files, dependency pins, and Chart appVersion for version ${{ steps.versions.outputs.clean_version }}.
+          commit-message: "chore(release): refresh service lockfiles, pins, and Chart appVersion"
+          add-paths: |
+            services/**/pyproject.toml
+            services/**/poetry.lock
+            infrastructure/**/Chart.yaml
+            libs/**/pyproject.toml
+            libs/**/poetry.lock
+          labels: refresh-locks
+          token: ${{ secrets.PR_AUTOMATION_TOKEN }}
diff --git a/.github/workflows/publish-chart-packages.yml b/.github/workflows/publish-chart-packages.yml
new file mode 100644
index 00000000..ff2269e3
--- /dev/null
+++ b/.github/workflows/publish-chart-packages.yml
@@ -0,0 +1,133 @@
+name: publish-chart-packages
+on:
+  push:
+    branches: [main]
+  workflow_dispatch:
+    inputs:
+      chart_version:
+        description: "Chart version to publish (default: read from Chart.yaml)"
+        required: false
+        type: string
+      ref:
+        description: "Git ref to package from (default: main)"
+        required: false
+        type: string
+
+permissions:
+  contents: write
+  pull-requests: read
+  packages: write
+  pages: write
+  id-token: write
+
+env:
+  OCI_REGISTRY: ghcr.io
+
+jobs:
+  gate:
+    runs-on: ubuntu-latest
+    outputs:
+      allow: ${{ steps.allow_manual.outputs.allow || steps.allow_push.outputs.allow }}
+    steps:
+      - name: Checkout
+        uses: actions/checkout@v4
+      - name: Allow manual run
+        id: allow_manual
+        if: ${{ github.event_name == 'workflow_dispatch' }}
+        run: echo "allow=true" >> "$GITHUB_OUTPUT"
+
+      - name: Check chart-bump label on merged PR
+        id: allow_push
+        if: ${{ github.event_name == 'push' }}
+        env:
+          GH_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+        run: |
+          python tools/allow_chart_bump.py
+
+  publish:
+    needs: gate
+    runs-on: ubuntu-latest
+    if: ${{ needs.gate.outputs.allow == 'true' }}
+    steps:
+      - uses: actions/checkout@v4
+        with:
+          fetch-depth: 0
+          ref: ${{ inputs.ref || 'main' }}
+
+      - name: Setup Helm
+        uses: azure/setup-helm@v4
+
+      - name: Login to GHCR for Helm OCI
+        run: printf "%s" "${{ secrets.PR_AUTOMATION_TOKEN }}" | helm registry login ghcr.io -u "${{ github.actor }}" --password-stdin
+
+      - name: Determine chart version
+        id: meta
+        run: |
+          set -euo pipefail
+          INPUT_VER="${{ inputs.chart_version }}"
+          FILE_VER=$(awk '/^version:/ {print $2}' infrastructure/rag/Chart.yaml | tr -d "\"'")
+          CHART_VERSION="${INPUT_VER:-$FILE_VER}"
+          if [ -z "$CHART_VERSION" ]; then
+            echo "Could not determine chart version" >&2
+            exit 1
+          fi
+          echo "chart_version=$CHART_VERSION" >> $GITHUB_OUTPUT
+
+      - name: Verify chart version matches input (if provided)
+        env:
+          INPUT_VER: ${{ inputs.chart_version }}
+          FILE_VER: ${{ steps.meta.outputs.chart_version }}
+        run: |
+          if [ -n "$INPUT_VER" ] && [ "$INPUT_VER" != "$FILE_VER" ]; then
+            echo "Chart.yaml version ($FILE_VER) does not match input $INPUT_VER" >&2
+            exit 1
+          fi
+
+      - name: Package chart
+        run: |
+          set -euo pipefail
+          CHART_DIR="infrastructure/rag"
+          mkdir -p dist
+          helm dependency update "$CHART_DIR" || true
+          helm package "$CHART_DIR" --destination dist
+          ls -la dist
+
+      - name: Push chart to GHCR (OCI)
+        env:
+          CHART_VERSION: ${{ steps.meta.outputs.chart_version }}
+        run: |
+          set -euo pipefail
+          PKG=$(ls dist/*.tgz)
+          helm show chart "$PKG" | grep -E "^version: "
+          helm push "$PKG" oci://$OCI_REGISTRY/${{ github.repository_owner }}/charts
+
+      - name: Build Helm repo index for Pages
+        env:
+          CHART_VERSION: ${{ steps.meta.outputs.chart_version }}
+        run: |
+          set -euo pipefail
+          PKG=$(ls dist/*.tgz)
+          REPO="${GITHUB_REPOSITORY#*/}"
+          BASE_URL="https://${GITHUB_REPOSITORY_OWNER}.github.io/${REPO}"
+          helm repo index dist --url "$BASE_URL"
+          echo "Index generated for $BASE_URL"
+
+      - name: Upload Pages artifact
+        uses: actions/upload-pages-artifact@v3
+        with:
+          path: dist
+
+  deploy-pages:
+    needs: publish
+    runs-on: ubuntu-latest
+    if: ${{ needs.publish.result == 'success' }}
+    permissions:
+      pages: write
+      id-token: write
+    environment:
+      name: github-pages
+      url: ${{ steps.deployment.outputs.page_url }}
+    steps:
+      - name: Deploy to GitHub Pages
+        id: deployment
+        uses: actions/deploy-pages@v4
diff --git a/.github/workflows/publish-pre-and-qa.yml b/.github/workflows/publish-pre-and-qa.yml
new file mode 100644
index 00000000..7b8e57fd
--- /dev/null
+++ b/.github/workflows/publish-pre-and-qa.yml
@@ -0,0 +1,288 @@
+name: publish-pre-and-qa
+on:
+  pull_request:
+    branches: [main]
+    types: [closed]
+  workflow_dispatch:
+    inputs:
+      ref:
+        description: "Git ref to use (defaults to main)"
+        required: false
+        type: string
+      pre_version:
+        description: "Override release version (e.g., 3.5.0.postYYYYMMDDHHMMSS). If empty, semantic-release dry-run is used."
+        required: true
+        type: string
+
+permissions:
+  contents: write
+  pull-requests: write
+  packages: write
+  issues: write
+
+jobs:
+  publish-pre:
+    name: Publish pre-release to TestPyPI (core-first)
+    if: ${{ github.event.pull_request.merged == true && contains(github.event.pull_request.labels.*.name, 'prepare-release') || github.event_name == 'workflow_dispatch' }}
+    runs-on: ubuntu-latest
+    outputs:
+      version: ${{ steps.ver.outputs.version }}
+      clean_version: ${{ steps.ver.outputs.clean_version }}
+    steps:
+      - uses: actions/checkout@v4
+        with:
+          fetch-depth: 0
+
+      - name: Derive version from PR title
+        id: ver
+        run: |
+          set -euo pipefail
+          if [ "${{ github.event_name }}" = "workflow_dispatch" ]; then
+            VERSION="${{ github.event.inputs.pre_version || '' }}"
+            if [ -n "$VERSION" ]; then
+              CLEAN_VERSION="${VERSION%%.post*}"
+              echo "version=$VERSION" >> $GITHUB_OUTPUT
+              echo "clean_version=$CLEAN_VERSION" >> $GITHUB_OUTPUT
+              exit 0
+            fi
+          fi
+          TITLE="${{ github.event.pull_request.title }}"
+          VERSION=$(echo "$TITLE" | sed -nE 's/.*prepare ([0-9]+\.[0-9]+\.[0-9]+(\.post[0-9]+)?).*/\1/p' || true)
+          if [ -z "$VERSION" ]; then
+            echo "Could not derive version from PR title: $TITLE" >&2
+            exit 1
+          fi
+          CLEAN_VERSION="${VERSION%%.post*}"
+          echo "version=$VERSION" >> $GITHUB_OUTPUT
+          echo "clean_version=$CLEAN_VERSION" >> $GITHUB_OUTPUT
+
+      - name: Setup Python
+        uses: actions/setup-python@v5
+        with:
+          python-version: '3.13'
+
+      - name: Install Poetry
+        run: |
+          pip install poetry==2.1.3
+
+      - name: Configure TestPyPI repository
+        run: |
+          poetry config repositories.testpypi https://test.pypi.org/legacy/
+
+      - name: Install jq
+        run: sudo apt-get update && sudo apt-get install -y jq
+
+      - name: Publish rag-core-lib first (TestPyPI) and wait for index
+        env:
+          VERSION: ${{ steps.ver.outputs.version }}
+          POETRY_HTTP_BASIC_TESTPYPI_USERNAME: __token__
+          POETRY_HTTP_BASIC_TESTPYPI_PASSWORD: ${{ secrets.TEST_PYPI_TOKEN }}
+        run: |
+          set -euo pipefail
+          if [ -z "${POETRY_HTTP_BASIC_TESTPYPI_PASSWORD:-}" ]; then
+            echo "Missing TEST_PYPI_TOKEN secret" >&2
+            exit 1
+          fi
+          source tools/publish_libs.sh
+          publish_lib "rag-core-lib" "-r testpypi" "$VERSION"
+          wait_for_index "rag-core-lib" "$VERSION" "https://test.pypi.org" "TestPyPI"
+
+      - name: Publish remaining libs to TestPyPI
+        env:
+          VERSION: ${{ steps.ver.outputs.version }}
+          POETRY_HTTP_BASIC_TESTPYPI_USERNAME: __token__
+          POETRY_HTTP_BASIC_TESTPYPI_PASSWORD: ${{ secrets.TEST_PYPI_TOKEN }}
+        run: |
+          set -euo pipefail
+          source tools/publish_libs.sh
+          for lib in rag-core-api admin-api-lib extractor-api-lib; do
+            path="libs/$lib"
+            [ -d "$path" ] || { echo "Missing $path" >&2; exit 1; }
+            publish_lib "$lib" "-r testpypi" "$VERSION" "$path"
+          done
+
+      - name: Persist version metadata for downstream workflows
+        env:
+          VERSION: ${{ steps.ver.outputs.version }}
+          CLEAN_VERSION: ${{ steps.ver.outputs.clean_version }}
+        run: |
+          set -euo pipefail
+          mkdir -p meta
+          {
+            echo "PRE_VERSION=${VERSION}"
+            echo "CLEAN_VERSION=${CLEAN_VERSION}"
+          } > meta/version.env
+        # Upload artifact for workflow_run trigger consumption
+      - name: Upload version artifact
+        uses: actions/upload-artifact@v4
+        with:
+          name: pre-release-meta
+          path: meta/version.env
+          retention-days: 5
+
+  qa-verify:
+    name: Build QA images (${{ matrix.name }})
+    runs-on: ubuntu-latest
+    needs: publish-pre
+    if: ${{ needs.publish-pre.result == 'success' }}
+    strategy:
+      fail-fast: false
+      matrix:
+        include:
+          - name: rag-backend
+            dockerfile: services/rag-backend/Dockerfile
+            context: .
+          - name: admin-backend
+            dockerfile: services/admin-backend/Dockerfile
+            context: .
+          - name: document-extractor
+            dockerfile: services/document-extractor/Dockerfile
+            context: .
+          - name: mcp-server
+            dockerfile: services/mcp-server/Dockerfile
+            context: .
+          - name: frontend
+            dockerfile: services/frontend/apps/chat-app/Dockerfile
+            context: .
+          - name: admin-frontend
+            dockerfile: services/frontend/apps/admin-app/Dockerfile
+            context: .
+    env:
+      PRE_RELEASE_VERSION: ${{ needs.publish-pre.outputs.version }}
+    steps:
+      - uses: actions/checkout@v4
+        with:
+          fetch-depth: 0
+
+      - name: Validate QA secrets are present
+        run: |
+          missing=()
+          [ -z "${{ secrets.STACKIT_REGISTRY_USERNAME }}" ] && missing+=("STACKIT_REGISTRY_USERNAME")
+          [ -z "${{ secrets.STACKIT_REGISTRY_PASSWORD }}" ] && missing+=("STACKIT_REGISTRY_PASSWORD")
+          [ -z "${{ secrets.QA_IMAGE_REGISTRY }}" ] && echo "QA_IMAGE_REGISTRY not set, defaulting to registry.onstackit.cloud/qa-rag-template"
+          if [ ${#missing[@]} -gt 0 ]; then
+            echo "Missing required secrets: ${missing[*]}" >&2
+            exit 1
+          fi
+
+      - name: Set image registry and version
+        env:
+          QA_IMAGE_REGISTRY: ${{ secrets.QA_IMAGE_REGISTRY }}
+        run: |
+          IMAGE_REGISTRY="${QA_IMAGE_REGISTRY:-registry.onstackit.cloud/qa-rag-template}"
+          echo "IMAGE_REGISTRY=${IMAGE_REGISTRY}" >> "$GITHUB_ENV"
+          echo "IMAGE_TAG=${PRE_RELEASE_VERSION}" >> "$GITHUB_ENV"
+
+      - name: Set up Docker Buildx
+        uses: docker/setup-buildx-action@v3
+
+      - name: Login to STACKIT registry
+        env:
+          STACKIT_REGISTRY_USERNAME: ${{ secrets.STACKIT_REGISTRY_USERNAME }}
+          STACKIT_REGISTRY_PASSWORD: ${{ secrets.STACKIT_REGISTRY_PASSWORD }}
+        run: |
+          echo "$STACKIT_REGISTRY_PASSWORD" | docker login registry.onstackit.cloud -u "$STACKIT_REGISTRY_USERNAME" --password-stdin
+
+      - name: Build and push QA image
+        env:
+          IMAGE_REGISTRY: ${{ env.IMAGE_REGISTRY }}
+          IMAGE_TAG: ${{ env.IMAGE_TAG }}
+        run: |
+          set -euo pipefail
+          ref="$IMAGE_REGISTRY/${{ matrix.name }}:$IMAGE_TAG"
+          echo "Building and pushing $ref (Dockerfile=${{ matrix.dockerfile }} context=${{ matrix.context }})"
+          docker buildx build --platform linux/amd64 -t "$ref" -f "${{ matrix.dockerfile }}" "${{ matrix.context }}" --push
+
+  update-qa-deploy:
+    name: Update QA deployment repo
+    runs-on: ubuntu-latest
+    needs: [publish-pre, qa-verify]
+    if: ${{ needs.publish-pre.result == 'success' && needs.qa-verify.result == 'success' }}
+    env:
+      PRE_RELEASE_VERSION: ${{ needs.publish-pre.outputs.version }}
+    steps:
+      - uses: actions/checkout@v4
+        with:
+          fetch-depth: 0
+
+      - name: Validate QA secrets are present
+        run: |
+          missing=()
+          [ -z "${{ secrets.DEPLOY_REPO_URL }}" ] && missing+=("DEPLOY_REPO_URL")
+          [ -z "${{ secrets.DEPLOY_REPO_TOKEN }}" ] && missing+=("DEPLOY_REPO_TOKEN")
+          if [ ${#missing[@]} -gt 0 ]; then
+            echo "Missing required secrets: ${missing[*]}" >&2
+            exit 1
+          fi
+
+      - name: Set image registry and version
+        env:
+          QA_IMAGE_REGISTRY: ${{ secrets.QA_IMAGE_REGISTRY }}
+        run: |
+          IMAGE_REGISTRY="${QA_IMAGE_REGISTRY:-registry.onstackit.cloud/qa-rag-template}"
+          echo "IMAGE_REGISTRY=${IMAGE_REGISTRY}" >> "$GITHUB_ENV"
+          echo "IMAGE_TAG=${PRE_RELEASE_VERSION}" >> "$GITHUB_ENV"
+
+      - name: Setup Git credentials securely
+        env:
+          DEPLOY_REPO_TOKEN: ${{ secrets.DEPLOY_REPO_TOKEN }}
+          DEPLOY_REPO_URL: ${{ secrets.DEPLOY_REPO_URL }}
+        run: |
+          set -euo pipefail
+          # Extract domain from repo URL
+          DOMAIN=$(echo "$DEPLOY_REPO_URL" | sed -E 's|https?://([^/]+)/.*|\1|')
+
+          # Configure git credential helper to use cache
+          git config --global credential.helper 'cache --timeout=300'
+
+          # Create credential entry for the specific domain
+          printf "protocol=https\nhost=%s\nusername=git\npassword=%s\n" "$DOMAIN" "$DEPLOY_REPO_TOKEN" | git credential approve
+
+
+      - name: Checkout deployment repo
+        env:
+          DEPLOY_REPO_URL: ${{ secrets.DEPLOY_REPO_URL }}
+          DEPLOY_REPO_BRANCH: ${{ secrets.DEPLOY_REPO_BRANCH || 'main' }}
+        run: |
+          set -euo pipefail
+          mkdir -p /tmp/deploy-repo
+          git clone --depth 1 --branch "${DEPLOY_REPO_BRANCH}" "$DEPLOY_REPO_URL" /tmp/deploy-repo
+
+      - name: Update values file in deployment repo
+        env:
+          IMAGE_REGISTRY: ${{ env.IMAGE_REGISTRY }}
+          IMAGE_TAG: ${{ env.IMAGE_TAG }}
+          DEPLOY_VALUES_FILE: ${{ secrets.DEPLOY_VALUES_FILE || 'values-qa.yaml' }}
+        run: |
+          set -euo pipefail
+          cd /tmp/deploy-repo
+          python -m pip install --quiet pyyaml
+          python "$GITHUB_WORKSPACE/tools/update_deploy_values.py" \
+            --values-file "$DEPLOY_VALUES_FILE" \
+            --image-registry "$IMAGE_REGISTRY" \
+            --image-tag "$IMAGE_TAG"
+
+      - name: Commit and push deployment repo changes
+        env:
+          DEPLOY_REPO_BRANCH: ${{ secrets.DEPLOY_REPO_BRANCH || 'main' }}
+          DEPLOY_GIT_USER_NAME: ${{ secrets.DEPLOY_GIT_USER_NAME || 'github-actions' }}
+          DEPLOY_GIT_USER_EMAIL: ${{ secrets.DEPLOY_GIT_USER_EMAIL || 'github-actions@users.noreply.github.com' }}
+        run: |
+          set -euo pipefail
+          cd /tmp/deploy-repo
+          git config user.name "${DEPLOY_GIT_USER_NAME}"
+          git config user.email "${DEPLOY_GIT_USER_EMAIL}"
+          git add .
+          if git diff --cached --quiet; then
+            echo "No changes to commit"
+            exit 0
+          fi
+          git commit -m "chore: update QA images to ${IMAGE_TAG}"
+          git push origin "HEAD:${DEPLOY_REPO_BRANCH}"
+
+      - name: Cleanup credentials
+        if: always()
+        run: |
+          # Clear git credential cache
+          git credential-cache exit 2>/dev/null || true
+          git config --global --unset credential.helper || true
diff --git a/.github/workflows/semantic-release.yml b/.github/workflows/semantic-release.yml
deleted file mode 100644
index 3dbcb318..00000000
--- a/.github/workflows/semantic-release.yml
+++ /dev/null
@@ -1,156 +0,0 @@
-name: semantic-release
-on:
-  workflow_dispatch:
-  push:
-  # Only trigger on merged PRs, not on every PR push
-  pull_request:
-    types: [closed]
-    branches:
-      - main
-
-permissions:
-  contents: write
-  packages: write
-
-jobs:
-  semantic-release:
-    name: semantic-release
-    runs-on: ubuntu-latest
-    # Only run on push to main, manual dispatch, or when PR is merged
-    if: github.event_name == 'workflow_dispatch' || (github.event_name == 'pull_request' && github.event.pull_request.merged == true)
-    outputs:
-      new-release-published: ${{ steps.semantic-release.outputs.new-release-published }}
-      new-release-version: ${{ steps.semantic-release.outputs.new-release-version }}
-    steps:
-      - name: checkout
-        uses: actions/checkout@v4
-        with:
-          fetch-depth: 0
-          submodules: false
-
-      - name: setup-node
-        uses: actions/setup-node@v4
-        with:
-          node-version: "22.20.0"
-
-      - name: create-archives
-        run: |
-          TEMP_DIR=$(mktemp -d)
-          tar --warning=no-file-changed \
-              --exclude=".git" \
-              --exclude="/.git" \
-              --exclude="node_modules" \
-              -czf "$TEMP_DIR/action-main-release-trials.tar.gz" .
-          zip -r "$TEMP_DIR/action-main-release-trials.zip" . \
-              -x ".git" "node_modules"
-          mv "$TEMP_DIR"/*.{tar.gz,zip} .
-          rm -rf "$TEMP_DIR"
-
-      - name: install-dependencies
-        run: npm ci
-
-      - name: verify-dependencies-integrity
-        run: npm audit signatures
-
-      - name: create-semantic-release
-        id: semantic-release
-        env:
-          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
-        run: |
-          # Run semantic-release and capture the output
-          npx semantic-release > semantic-release-output.txt 2>&1 || true
-
-          # Check if a new release was published by looking for the success message
-          if grep -q "Published release" semantic-release-output.txt; then
-            echo "new-release-published=true" >> $GITHUB_OUTPUT
-
-            # Extract the version from the output
-            VERSION=$(grep "Published release" semantic-release-output.txt | sed -n 's/.*Published release \([0-9]\+\.[0-9]\+\.[0-9]\+\).*/\1/p')
-
-            if [[ -n "$VERSION" ]]; then
-              echo "new-release-version=$VERSION" >> $GITHUB_OUTPUT
-              echo "✅ New release published: $VERSION"
-            else
-              echo "❌ Could not extract version from semantic-release output"
-              exit 1
-            fi
-          else
-            echo "new-release-published=false" >> $GITHUB_OUTPUT
-            echo "ℹ️  No new release published"
-          fi
-
-  build-and-push-images:
-    name: build-and-push-images
-    runs-on: ubuntu-latest
-    needs: semantic-release
-    if: needs.semantic-release.outputs.new-release-published == 'true'
-    strategy:
-      matrix:
-        service:
-          - name: rag-backend
-            dockerfile: services/rag-backend/Dockerfile
-            image: rag-backend
-            build-args: "dev=0"
-          - name: admin-backend
-            dockerfile: services/admin-backend/Dockerfile
-            image: admin-backend
-            build-args: "dev=0"
-          - name: document-extractor
-            dockerfile: services/document-extractor/Dockerfile
-            image: document-extractor
-            build-args: "dev=0"
-          - name: mcp-server
-            dockerfile: services/mcp-server/Dockerfile
-            image: mcp-server
-            build-args: "dev=0"
-          - name: frontend
-            dockerfile: services/frontend/apps/chat-app/Dockerfile
-            image: frontend
-            build-args: ""
-          - name: admin-frontend
-            dockerfile: services/frontend/apps/admin-app/Dockerfile
-            image: admin-frontend
-            build-args: ""
-    steps:
-      - name: debug-job-inputs
-        run: |
-          echo "🔍 Debug: needs.semantic-release.outputs.new-release-published = ${{ needs.semantic-release.outputs.new-release-published }}"
-          echo "🔍 Debug: needs.semantic-release.outputs.new-release-version = ${{ needs.semantic-release.outputs.new-release-version }}"
-
-      - name: checkout
-        uses: actions/checkout@v4
-        with:
-          fetch-depth: 0
-          submodules: false
-
-      - name: login-to-github-container-registry
-        uses: docker/login-action@v3
-        with:
-          registry: ghcr.io
-          username: ${{ github.actor }}
-          password: ${{ secrets.GITHUB_TOKEN }}
-
-      - name: build-and-push-${{ matrix.service.name }}
-        run: |
-          docker build \
-            --tag ghcr.io/${{ github.repository_owner }}/rag-template/${{ matrix.service.image }}:v${{ needs.semantic-release.outputs.new-release-version }} \
-            --tag ghcr.io/${{ github.repository_owner }}/rag-template/${{ matrix.service.image }}:latest \
-            --file ${{ matrix.service.dockerfile }} \
-            .
-
-          docker push ghcr.io/${{ github.repository_owner }}/rag-template/${{ matrix.service.image }}:v${{ needs.semantic-release.outputs.new-release-version }}
-          docker push ghcr.io/${{ github.repository_owner }}/rag-template/${{ matrix.service.image }}:latest
-
-      - name: deployment-summary
-        if: strategy.job-index == 0  # Only run on first job in matrix
-        run: |
-          echo "## 🚀 Deployment Summary" >> $GITHUB_STEP_SUMMARY
-          echo "**New version:** v${{ needs.semantic-release.outputs.new-release-version }}" >> $GITHUB_STEP_SUMMARY
-          echo "**Services built and deployed:**" >> $GITHUB_STEP_SUMMARY
-          echo "- rag-backend" >> $GITHUB_STEP_SUMMARY
-          echo "- admin-backend" >> $GITHUB_STEP_SUMMARY
-          echo "- document-extractor" >> $GITHUB_STEP_SUMMARY
-          echo "- mcp-server" >> $GITHUB_STEP_SUMMARY
-          echo "- frontend" >> $GITHUB_STEP_SUMMARY
-          echo "- admin-frontend" >> $GITHUB_STEP_SUMMARY
-          echo "**Registry:** ghcr.io/${{ github.repository_owner }}/rag-template" >> $GITHUB_STEP_SUMMARY
diff --git a/.gitignore b/.gitignore
index 6a589342..fcb13510 100644
--- a/.gitignore
+++ b/.gitignore
@@ -1,3 +1,6 @@
+**/tools/_poetry
+
+**/.env.langfuse
 **/.nx/*
 *.tgz
 **/_poetry
@@ -160,3 +163,6 @@ dmypy.json
 cython_debug/
 
 **/.DS_Store
+
+# Nx workspace caches (frontend uses a nested Nx workspace)
+**/.nx/
diff --git a/README.md b/README.md
index 6171103e..b5a6abc0 100644
--- a/README.md
+++ b/README.md
@@ -183,7 +183,7 @@ poetry add --lock <package>
 ```
 insisde of the package directory in order to add new packages. This will automatically update the `pyproject.toml` and the `poetry.lock`.
 
-System requirements have to manually be added to the `Dockerfile`.
+System requirements have to manually be added to the relevant `Dockerfile`/`Dockerfile.dev` for each service (and `libs/Dockerfile` for library tooling).
 
 ### 1.3 Usage
 This example of the rag-template includes a WebUI for document-management, as well as for the chat.
@@ -208,36 +208,47 @@ For local deployment, a few env variables need to be provided by an `.env` file
 The `.env` needs to contain the following values:
 
 ```dotenv
-BASIC_AUTH=Zm9vOiRhcHIxJGh1VDVpL0ZKJG10elZQUm1IM29JQlBVMlZ4YkpUQy8K
+# Basic auth (used by backend/admin ingress and the frontend prompt)
+BASIC_AUTH_USER=...
+BASIC_AUTH_PASSWORD=...
 
 S3_ACCESS_KEY_ID=...
 S3_SECRET_ACCESS_KEY=...
 
-VITE_AUTH_USERNAME=...
-VITE_AUTH_PASSWORD=...
+LANGFUSE_PUBLIC_KEY=pk-lf-xxxxxxxx-xxxx-xxxx-xxxx-xxxxxxxxxxxx
+LANGFUSE_SECRET_KEY=sk-lf-xxxxxxxx-xxxx-xxxx-xxxx-xxxxxxxxxxxx
 
+# Optional keys
 RAGAS_OPENAI_API_KEY=...
-
 STACKIT_VLLM_API_KEY=...
 STACKIT_EMBEDDER_API_KEY=...
 
-# ONLY necessary, if no init values are set. if init values are set,
-# the following two values should match the init values or be commented out
-# or be created via the langfuse UI.
-LANGFUSE_PUBLIC_KEY=pk-lf-xxxxxxxx-xxxx-xxxx-xxxx-xxxxxxxxxxxx
-LANGFUSE_SECRET_KEY=sk-lf-xxxxxxxx-xxxx-xxxx-xxxx-xxxxxxxxxxxx
+# Optional Langfuse init values (omit if you already created a project/user)
+LANGFUSE_INIT_ORG_ID=...
+LANGFUSE_INIT_PROJECT_ID=...
+LANGFUSE_INIT_PROJECT_PUBLIC_KEY=...
+LANGFUSE_INIT_PROJECT_SECRET_KEY=...
+LANGFUSE_INIT_USER_EMAIL=...
+LANGFUSE_INIT_USER_NAME=...
+LANGFUSE_INIT_USER_PASSWORD=...
 
 ```
 
-This results in a basic auth with username=`foo` and password=`bar`.
+Using the defaults in `.env.template` results in a basic auth with username=`foo` and password=`bar`.
 
 > 📝 NOTE: All values containing `...` are placeholders and have to be replaced with real values.
-> This deployment comes with multiple options. You change the `global.config.envs.rag_class_types.RAG_CLASS_TYPE_LLM_TYPE` in the helm-deployment to on of the following values:
+> This deployment comes with multiple options. You change `backend.envs.ragClassTypes.RAG_CLASS_TYPE_LLM_TYPE` in the Helm values to one of the following values:
 >
 > - `stackit`: Uses an OpenAI compatible LLM, like the STACKIT model serving service.
 > - `ollama`: Uses ollama as an LLM provider.
 >
 
+##### Langfuse init secret (dev-only, Tilt + Kustomize)
+
+- Copy `infrastructure/kustomize/langfuse/.env.langfuse.template` to `infrastructure/kustomize/langfuse/.env.langfuse` and fill in your Langfuse init values (org/project/user and API keys) before starting Tilt.
+- Tilt runs Kustomize automatically to create a stable `langfuse-init-secrets` secret before Helm applies manifests.
+- Use this helper only for local/dev. For production, manage secrets via your usual mechanism and point `secretKeyRef.name` in `values.yaml` to your precreated secrets.
+
 #### 1.4.1 Environment Variables Setup
 
 Before running the application, you need to configure environment variables. Copy the provided example file and fill in your values:
@@ -269,19 +280,47 @@ cd infrastructure/rag;helm dependency update; cd ../..
 
 After the initial build of the helm chart *Tilt* is able to update the files.
 
+##### Development vs Production Mode
+
+The template supports two deployment modes for local development:
+
+- **Production Mode** (default): Uses production Dockerfiles with local library dependencies for realistic testing
+- **Development Mode**: Uses development Dockerfiles with live code updates for fast iteration
+
 The following will tear up the microservices in *k3d*.
 For the following steps, it is assumed your current working directory is the root of the git-repository.
 
+**Production Mode (default):**
+
 ```shell
 tilt up
 ```
 
+**Development Mode:**
+
+```shell
+tilt up -- --dev=true
+```
+
+##### Docker File Structure
+
+Each service now has separate Docker files optimized for different use cases:
+
+- `Dockerfile`: Production-optimized builds with multi-stage architecture and security hardening
+- `Dockerfile.dev`: Development-optimized builds with faster build times and development tools
+
+The Tilt configuration automatically selects the appropriate Dockerfile based on the mode:
+
+- Production mode uses `Dockerfile` with local library dependencies (`prod-local` group)
+- Development mode uses `Dockerfile.dev` with live code updates and development dependencies
+
 Environment variables are loaded from `.env` file in the root of this git-repository.
 
 The *Tilt* UI is available at [http://localhost:10350/](http://localhost:10350/)
 
 If you want to access *Qdrant* etc. just click the resource in the UI. In the upper corner will be the link, to access the resource.
 
+##### Debugging
 >  📝 NOTE: For frontend live updates with Tilt see [Frontend live updates with Tilt](./services/frontend/README.md#live-updates-with-tilt)
 
 To enable debugging, start tilt with the following command:
@@ -290,6 +329,12 @@ To enable debugging, start tilt with the following command:
 tilt up -- --debug=true
 ```
 
+It is recommended to combine debugging with development mode:
+
+```shell
+tilt up -- --debug=true --dev=true
+```
+
 The backend will wait until your debugger is connected before it will fully start.
 The debugger used is `debugpy` which is compatible with VS Code.
 To connect the debugger, you can use the following `launch.json`:
@@ -414,10 +459,12 @@ A detailed explanation of, how to access a service via ingress, can be found in
 ### 2.1 Server provisioning
 
 The RAG template requires *at least*:
- - A Kubernetes Cluster
- - S3 ObjectStorage
+
+- A Kubernetes Cluster
+- S3 ObjectStorage
 
 Provided is an example Terraform script, using the [STACKIT Terrraform Provider](https://registry.terraform.io/providers/stackitcloud/stackit/latest/docs):
+
 ```terraform
 resource "stackit_ske_project" "rag-ske" {
   project_id = var.stackit_project_id
@@ -475,12 +522,11 @@ Further requirements for the server can be found in the [infrastructure README](
 
 A detailed description regarding the configuration of Langfuse can be found in the [infrastructure README](./infrastructure/README.md).
 
-
 ## 3. Build and Test
+
 The example `Tiltfile` provides a triggered linting and testing.
 The linting-settings can be changed in the `services/rag-backend/pyproject.toml` file under section `tool.flake8`.
 
 ## 4. Contribution Guidelines
 
 In order to contribute please consult the [CONTRIBUTING.md](./CONTRIBUTING.md).
-
diff --git a/Tiltfile b/Tiltfile
index cecbc2ac..2c21e418 100644
--- a/Tiltfile
+++ b/Tiltfile
@@ -7,8 +7,20 @@ if os.path.exists(".env"):
     dotenv(fn=".env")
 
 config.define_bool("debug")
+config.define_bool("dev")
 cfg = config.parse()
 backend_debug = cfg.get("debug", False)
+dev_mode = cfg.get("dev", False)
+
+# Print mode information
+if dev_mode:
+    print("🚀 Running in DEVELOPMENT mode (using Dockerfile.dev)")
+    print("   - Live code updates enabled")
+    print("   - Fast iteration optimized builds")
+else:
+    print("🏭 Running in PRODUCTION mode (using Dockerfile)")
+    print("   - Production-optimized builds")
+    print("   - No live updates")
 
 core_library_context = "./libs"
 
@@ -34,32 +46,42 @@ def libs_ignore_except(include_libs):
 
 
 def create_linter_command(folder_name, name):
-    # Use TEST=1 for libs Dockerfile, dev=1 for service Dockerfiles
-    build_arg = "TEST=1" if folder_name == "./libs" else "dev=1"
+    # Build with appropriate Dockerfile based on context
+    if folder_name == "./libs":
+        dockerfile = folder_name + "/Dockerfile"
+        build_args = " --build-arg TEST=0"
+    else:
+        # For services, always use .dev for testing/linting (dev tools needed)
+        dockerfile = folder_name + "/Dockerfile.dev"
+        build_args = ""
     return (
         "docker build -t "
         + name
-        + " --build-arg "
-        + build_arg
+        + build_args
         + " -f "
-        + folder_name
-        + "/Dockerfile .;docker run --rm --entrypoint make "
+        + dockerfile
+        + " .;docker run --rm --entrypoint make "
         + name
         + " lint"
     )
 
 
 def create_test_command(folder_name, name):
-    # Use TEST=1 for libs Dockerfile, dev=1 for service Dockerfiles
-    build_arg = "TEST=1" if folder_name == "./libs" else "dev=1"
+    # Build with appropriate Dockerfile based on context
+    if folder_name == "./libs":
+        dockerfile = folder_name + "/Dockerfile"
+        build_args = " --build-arg TEST=1"
+    else:
+        # For services, always use .dev for testing/linting (dev tools needed)
+        dockerfile = folder_name + "/Dockerfile.dev"
+        build_args = ""
     return (
         "docker build -t "
         + name
-        + " --build-arg "
-        + build_arg
+        + build_args
         + " -f "
-        + folder_name
-        + "/Dockerfile .;docker run --rm --entrypoint make "
+        + dockerfile
+        + " .;docker run --rm --entrypoint make "
         + name
         + " test"
     )
@@ -208,20 +230,31 @@ rag_api_image_name = "rag-backend"
 
 backend_context = "./services/rag-backend"
 rag_api_full_image_name = "%s/%s" % (registry, rag_api_image_name)
-docker_build(
-    rag_api_full_image_name,
-    ".",
-    build_args={
-        "dev": "1" if backend_debug else "0",
-    },
-    live_update=[
+
+# Choose dockerfile based on dev mode
+backend_dockerfile = backend_context + ("/Dockerfile.dev" if dev_mode else "/Dockerfile")
+
+docker_build_config = {
+    "ref": rag_api_full_image_name,
+    "context": ".",
+    "dockerfile": backend_dockerfile,
+    "ignore": IGNORE_BASE + libs_ignore_except(["rag-core-api", "rag-core-lib"]),
+}
+
+# Add build args and live_update based on dev mode
+if dev_mode:
+    docker_build_config["live_update"] = [
         sync(backend_context, "/app/services/rag-backend"),
         sync(core_library_context+"/rag-core-api", "/app/libs/rag-core-api"),
         sync(core_library_context+"/rag-core-lib", "/app/libs/rag-core-lib"),
-    ],
-    dockerfile=backend_context + "/Dockerfile",
-    ignore=IGNORE_BASE + libs_ignore_except(["rag-core-api", "rag-core-lib"])
-)
+    ]
+else:
+    # Use prod-local for Tilt with production Dockerfile
+    docker_build_config["build_args"] = {
+        "DEPENDENCY_GROUP": "prod-local"
+    }
+
+docker_build(**docker_build_config)
 
 # Add linter trigger
 local_resource(
@@ -250,18 +283,24 @@ mcp_image_name = "mcp-server"
 
 mcp_context = "./services/mcp-server"
 mcp_full_image_name = "%s/%s" % (registry, mcp_image_name)
-docker_build(
-    mcp_full_image_name,
-    ".",
-    build_args={
-        "dev": "1" if backend_debug else "0",
-    },
-    live_update=[
+
+# Choose dockerfile based on dev mode
+mcp_dockerfile = mcp_context + ("/Dockerfile.dev" if dev_mode else "/Dockerfile")
+
+mcp_docker_build_config = {
+    "ref": mcp_full_image_name,
+    "context": ".",
+    "dockerfile": mcp_dockerfile,
+    "ignore": IGNORE_BASE + libs_ignore_except([]),
+}
+
+# Add live_update only in dev mode
+if dev_mode:
+    mcp_docker_build_config["live_update"] = [
         sync(mcp_context, "/app/services/mcp-server"),
-    ],
-    dockerfile=mcp_context + "/Dockerfile",
-    ignore=IGNORE_BASE + libs_ignore_except([]),
-)
+    ]
+
+docker_build(**mcp_docker_build_config)
 
 # Add linter trigger
 local_resource(
@@ -283,22 +322,31 @@ admin_api_image_name = "admin-backend"
 
 admin_backend_context = "./services/admin-backend"
 admin_api_full_image_name = "%s/%s" % (registry, admin_api_image_name)
-docker_build(
-    admin_api_full_image_name,
-    ".",
-    build_args={
-        "dev": "1" if backend_debug else "0",
-    },
-    live_update=[
+
+# Choose dockerfile based on dev mode
+admin_dockerfile = admin_backend_context + ("/Dockerfile.dev" if dev_mode else "/Dockerfile")
+
+admin_docker_build_config = {
+    "ref": admin_api_full_image_name,
+    "context": ".",
+    "dockerfile": admin_dockerfile,
+    "ignore": IGNORE_BASE + libs_ignore_except(["rag-core-lib", "admin-api-lib"]),
+}
+
+# Add build args and live_update based on dev mode
+if dev_mode:
+    admin_docker_build_config["live_update"] = [
         sync(admin_backend_context, "/app/services/admin-backend"),
-    sync(core_library_context + "/rag-core-lib", "/app/libs/rag-core-lib"),
-    sync(core_library_context + "/admin-api-lib", "/app/libs/admin-api-lib"),
-    ],
-    dockerfile=admin_backend_context + "/Dockerfile",
-    # Ignore rag-core-api for this build context so changes in that library
-    # don't trigger admin-backend rebuilds (admin-backend doesn't COPY rag-core-api)
-    ignore=IGNORE_BASE + libs_ignore_except(["rag-core-lib", "admin-api-lib"]),
-)
+        sync(core_library_context + "/rag-core-lib", "/app/libs/rag-core-lib"),
+        sync(core_library_context + "/admin-api-lib", "/app/libs/admin-api-lib"),
+    ]
+else:
+    # Use prod-local for Tilt with production Dockerfile
+    admin_docker_build_config["build_args"] = {
+        "DEPENDENCY_GROUP": "prod-local"
+    }
+
+docker_build(**admin_docker_build_config)
 
 # Add linter trigger
 local_resource(
@@ -320,6 +368,14 @@ local_resource(
     allow_parallel=True,
 )
 
+# Dev-only Langfuse init secrets via Kustomize (stable name, no hash suffix)
+langfuse_kustomize_dir = "./infrastructure/kustomize/langfuse"
+langfuse_env_file = "%s/.env.langfuse" % langfuse_kustomize_dir
+if os.path.exists(langfuse_env_file):
+    watch_file(langfuse_env_file)
+    watch_file("%s/kustomization.yaml" % langfuse_kustomize_dir)
+    k8s_yaml(kustomize(langfuse_kustomize_dir))
+
 ########################################################################################################################
 ################################## build document extractor image and do live update ##############################################
 ########################################################################################################################
@@ -330,19 +386,30 @@ document_extractor_image_name = "document-extractor"
 
 extractor_context = "./services/document-extractor"
 document_extractor_full_image_name = "%s/%s" % (registry, document_extractor_image_name)
-docker_build(
-    document_extractor_full_image_name,
-    ".",
-    build_args={
-        "dev": "1" if backend_debug else "0",
-    },
-    live_update=[
+
+# Choose dockerfile based on dev mode
+extractor_dockerfile = extractor_context + ("/Dockerfile.dev" if dev_mode else "/Dockerfile")
+
+extractor_docker_build_config = {
+    "ref": document_extractor_full_image_name,
+    "context": ".",
+    "dockerfile": extractor_dockerfile,
+    "ignore": IGNORE_BASE + libs_ignore_except(["extractor-api-lib"]),
+}
+
+# Add build args and live_update based on dev mode
+if dev_mode:
+    extractor_docker_build_config["live_update"] = [
         sync(extractor_context, "/app/services/document-extractor"),
         sync(core_library_context +"/extractor-api-lib", "/app/libs/extractor-api-lib"),
-        ],
-    dockerfile=extractor_context + "/Dockerfile",
-    ignore=IGNORE_BASE + libs_ignore_except(["extractor-api-lib"]),
-)
+    ]
+else:
+    # Use prod-local for Tilt with production Dockerfile
+    extractor_docker_build_config["build_args"] = {
+        "DEPENDENCY_GROUP": "prod-local"
+    }
+
+docker_build(**extractor_docker_build_config)
 
 # Add linter trigger
 local_resource(
@@ -469,14 +536,14 @@ docker_build(
 ########################################################################################################################
 value_override = [
     # secrets env
-    "shared.secrets.s3.accessKey=%s" % os.environ["S3_ACCESS_KEY_ID"],
-    "shared.secrets.s3.secretKey=%s" % os.environ["S3_SECRET_ACCESS_KEY"],
-    "backend.secrets.basicAuth=%s" % os.environ["BASIC_AUTH"],
-    "backend.secrets.langfuse.publicKey=%s" % os.environ["LANGFUSE_PUBLIC_KEY"],
-    "backend.secrets.langfuse.secretKey=%s" % os.environ["LANGFUSE_SECRET_KEY"],
-    "backend.secrets.ragas.openaiApikey=%s" % os.environ["RAGAS_OPENAI_API_KEY"],
-    "frontend.secrets.viteAuth.VITE_AUTH_USERNAME=%s" % os.environ["VITE_AUTH_USERNAME"],
-    "frontend.secrets.viteAuth.VITE_AUTH_PASSWORD=%s" % os.environ["VITE_AUTH_PASSWORD"],
+    "shared.secrets.s3.accessKey.value=%s" % os.environ["S3_ACCESS_KEY_ID"],
+    "shared.secrets.s3.secretKey.value=%s" % os.environ["S3_SECRET_ACCESS_KEY"],
+    "shared.secrets.basicAuth.user.value=%s" % os.environ["BASIC_AUTH_USER"],
+    "shared.secrets.basicAuth.password.value=%s" % os.environ["BASIC_AUTH_PASSWORD"],
+    "backend.secrets.langfuse.publicKey.value=%s" % os.environ["LANGFUSE_PUBLIC_KEY"],
+    "backend.secrets.langfuse.secretKey.value=%s" % os.environ["LANGFUSE_SECRET_KEY"],
+    "backend.secrets.ragas.openaiApikey.value=%s" % os.environ["RAGAS_OPENAI_API_KEY"],
+    "adminBackend.envs.keyValueStore.USECASE_KEYVALUE_USE_SSL=false",
     # variables
     "shared.debug.backend.enabled=%s" % backend_debug,
     "features.frontend.enabled=true",
@@ -487,21 +554,6 @@ value_override = [
     "features.mcp.enabled=true",
     # ingress host names
     "backend.ingress.host.name=rag.localhost",
-    # langfuse
-    "langfuse.langfuse.additionalEnv[0].name=LANGFUSE_INIT_ORG_ID",
-    "langfuse.langfuse.additionalEnv[0].value=\"%s\"" % os.environ["LANGFUSE_INIT_ORG_ID"],
-    "langfuse.langfuse.additionalEnv[1].name=LANGFUSE_INIT_PROJECT_ID",
-    "langfuse.langfuse.additionalEnv[1].value=\"%s\"" % os.environ["LANGFUSE_INIT_PROJECT_ID"],
-    "langfuse.langfuse.additionalEnv[2].name=LANGFUSE_INIT_PROJECT_PUBLIC_KEY",
-    "langfuse.langfuse.additionalEnv[2].value=%s" % os.environ["LANGFUSE_INIT_PROJECT_PUBLIC_KEY"],
-    "langfuse.langfuse.additionalEnv[3].name=LANGFUSE_INIT_PROJECT_SECRET_KEY",
-    "langfuse.langfuse.additionalEnv[3].value=%s" % os.environ["LANGFUSE_INIT_PROJECT_SECRET_KEY"],
-    "langfuse.langfuse.additionalEnv[4].name=LANGFUSE_INIT_USER_EMAIL",
-    "langfuse.langfuse.additionalEnv[4].value=%s" % os.environ["LANGFUSE_INIT_USER_EMAIL"],
-    "langfuse.langfuse.additionalEnv[5].name=LANGFUSE_INIT_USER_PASSWORD",
-    "langfuse.langfuse.additionalEnv[5].value=%s" % os.environ["LANGFUSE_INIT_USER_PASSWORD"],
-    "langfuse.langfuse.additionalEnv[6].name=LANGFUSE_INIT_USER_NAME",
-    "langfuse.langfuse.additionalEnv[6].value=%s" % os.environ["LANGFUSE_INIT_USER_NAME"],
 ]
 
 def has_confluence_config():
@@ -532,13 +584,13 @@ if has_confluence_config():
 
 if os.environ.get("STACKIT_VLLM_API_KEY", False):
     stackit_vllm_settings = [
-        "backend.secrets.stackitVllm.apiKey=%s" % os.environ["STACKIT_VLLM_API_KEY"],
+        "backend.secrets.stackitVllm.apiKey.value=%s" % os.environ["STACKIT_VLLM_API_KEY"],
     ]
     value_override.extend(stackit_vllm_settings)
 
 if os.environ.get("STACKIT_EMBEDDER_API_KEY", False):
     stackit_embedder_settings = [
-        "backend.secrets.stackitEmbedder.apiKey=%s" % os.environ["STACKIT_EMBEDDER_API_KEY"],
+        "backend.secrets.stackitEmbedder.apiKey.value=%s" % os.environ["STACKIT_EMBEDDER_API_KEY"],
     ]
     value_override.extend(stackit_embedder_settings)
 
@@ -685,8 +737,8 @@ k8s_resource(
 # Frontend test and lint resources (matching GitHub Actions)
 local_resource(
     'Frontend testing',
-    cmd='cd services/frontend && npm run test',
-    deps=['services/frontend/apps', 'services/frontend/libs'],
+    cmd='cd services/frontend && npm install && npm run test',
+    deps=['services/frontend/apps', 'services/frontend/libs', 'services/frontend/package.json', 'services/frontend/package-lock.json'],
     labels=['test'],
     auto_init=False,
     trigger_mode=TRIGGER_MODE_MANUAL,
@@ -695,8 +747,8 @@ local_resource(
 
 local_resource(
     'Frontend linting',
-    cmd='cd services/frontend && npm run eslint',
-    deps=['services/frontend/apps', 'services/frontend/libs'],
+    cmd='cd services/frontend && npm install && npm run eslint',
+    deps=['services/frontend/apps', 'services/frontend/libs', 'services/frontend/package.json', 'services/frontend/package-lock.json'],
     labels=['linting'],
     auto_init=False,
     trigger_mode=TRIGGER_MODE_MANUAL,
diff --git a/docs/UI_Customization.md b/docs/UI_Customization.md
index 52f148fd..9185141b 100644
--- a/docs/UI_Customization.md
+++ b/docs/UI_Customization.md
@@ -8,15 +8,42 @@ Note: In this document, “frontend” refers to the folder at services/frontend
 
 The RAG Template frontend supports several customization options:
 
-- **Bot Name**: Customize the AI assistant's name in chat messages
-- **Logo/Branding**: Replace the default logo with your organization's branding
-- **Theme System**: Switch between light and dark modes with user preference persistence
+- **Bot name** and **initial message**
+- **Logos** for light and dark mode
+- **Brand colors and themes** (Tailwind v4 + daisyUI v5)
+
+## Quick Start (Most Common Rebranding)
+
+If you just want to rename/rebrand the UI, these are the usual knobs:
+
+1. **Bot display name**: set `VITE_BOT_NAME`
+2. **Welcome message text**: edit `services/frontend/libs/i18n/chat/en.json` → `chat.initialMessage` (keep `{bot_name}`)
+3. **Navigation logo**: set `VITE_UI_LOGO_PATH_LIGHT` / `VITE_UI_LOGO_PATH_DARK` and add the files under each app’s `public/assets/`
+4. **Brand colors**: edit `services/frontend/libs/ui-styles/src/tailwind.css` (daisyUI theme tokens)
+5. **App titles + favicons**: edit `services/frontend/apps/*/index.html` and `services/frontend/apps/*/public/favicon.svg`
+
+## How Configuration Works (Build-Time vs Runtime)
+
+Vite apps are **static builds**. By default, all `VITE_*` variables are read at **build time** and baked into the built JS/CSS.
+
+This repository also supports **runtime overrides** in container deployments:
+
+- `services/frontend/.env.production` contains placeholder values like `VITE_BOT_NAME=VITE_BOT_NAME`
+- `services/frontend/env.sh` replaces those placeholder strings inside built `*.js`/`*.css` files at startup
+
+That replacement only happens if you **run `env.sh` against the directory that nginx serves** (default: `/usr/share/nginx/html`).
+
+| Scenario | Where to set `VITE_BOT_NAME` | When it takes effect |
+|---|---|---|
+| Local dev (`npm run chat:serve`) | `services/frontend/.env.development` (or `.env.development.local`) | on server restart |
+| Static hosting (S3, nginx without `env.sh`) | build environment or `services/frontend/.env.production` with real values | at build time |
+| Docker/Kubernetes (with `env.sh`) | container env vars + `env.sh` run at startup (in `infrastructure/rag/values.yaml` set `frontend.envs.vite.VITE_BOT_NAME`) | at container startup |
 
 ## Configuration Options
 
 ### Environment Variables
 
-All customization is done through environment variables that can be set at build time or runtime:
+UI rebranding uses `VITE_*` environment variables (see “Build-Time vs Runtime” above):
 
 | Variable | Description | Default Value | Example |
 |----------|-------------|---------------|---------|
@@ -27,40 +54,26 @@ All customization is done through environment variables that can be set at build
 | `VITE_UI_THEME_DEFAULT` | Default theme when user first visits | "dark" | "light" |
 | `VITE_UI_THEME_OPTIONS` | Available theme options (comma-separated) | "light,dark" | "light" |
 
-### Bot Name Customization
+### Bot Name & Welcome Message
 
-The bot name appears in the initial welcome message in the chat interface.
+The bot name is read from `VITE_BOT_NAME` (see `services/frontend/libs/shared/settings.ts`) and is used in:
 
-**Default Message:**
+- the sender name for assistant chat bubbles (`services/frontend/libs/chat-app/ui/ChatMessages.vue`)
+- the first “welcome” message when a chat session starts (`services/frontend/libs/chat-app/data-access/+state/chat.store.ts`)
 
-```text
-Hi 👋, I'm your AI Assistant Knowledge Agent, here to support you with any questions regarding the provided documents!
-```
+#### Change the bot name
 
-**Setting Custom Bot Name:**
+- **Local development**: set `VITE_BOT_NAME` in `services/frontend/.env.development` (or create `services/frontend/.env.development.local`) and restart `npm run chat:serve`.
+- **Build-time (no runtime injection)**: set `VITE_BOT_NAME` in your environment before building (for example `VITE_BOT_NAME="Acme Assistant" npm -C services/frontend run chat:build`).
+- **Runtime (Docker/Kubernetes)**: set `VITE_BOT_NAME` in the container environment and ensure `services/frontend/env.sh` runs (see “Docker Deployment” / “Kubernetes/Helm Deployment” below).
 
-1. **Development Environment:**
+#### Change the welcome message text
 
-   ```bash
-   # In your .env file
-   VITE_BOT_NAME=DocBot
-   ```
+Edit the translation string and keep `{bot_name}` for interpolation:
 
-2. **Docker/Production:**
-
-   ```bash
-   # Environment variable
-   export VITE_BOT_NAME="Your Custom Bot Name"
-   ```
-
-3. **Kubernetes/Helm:**
-
-   ```yaml
-   # In your values.yaml or deployment
-   env:
-     - name: VITE_BOT_NAME
-       value: "Corporate Knowledge Assistant"
-   ```
+Files:
+- `services/frontend/libs/i18n/chat/en.json`
+- `services/frontend/libs/i18n/chat/de.json`
 
 ### Logo Customization
 
@@ -107,16 +120,57 @@ VITE_UI_LOGO_PATH_DARK=/assets/company-logo-dark.svg
 VITE_UI_LOGO_PATH=/assets/company-logo.svg
 ```
 
-### Theme System
+### Other Rebranding Assets
+
+#### Chat avatars (user + assistant)
+
+The chat bubbles use static avatar files by default:
+
+- `services/frontend/apps/chat-app/public/assets/ai-avatar.svg`
+- `services/frontend/apps/chat-app/public/assets/user.svg`
+
+Replace those files (keep the same filenames), or update the constants in `services/frontend/libs/chat-app/ui/ChatMessages.vue`.
+
+#### Favicons
+
+- `services/frontend/apps/chat-app/public/favicon.svg`
+- `services/frontend/apps/admin-app/public/favicon.svg`
+
+#### Browser tab titles
+
+- `services/frontend/apps/chat-app/index.html` (`<title>`)
+- `services/frontend/apps/admin-app/index.html` (`<title>`)
+
+### Theme System (Tailwind v4 + daisyUI v5)
+
+The frontend uses Tailwind v4 with daisyUI v5. In the following, we describe how to customize the theme using central CSS (recommended for brand colors shared by both apps):
+
+- File: `services/frontend/libs/ui-styles/src/tailwind.css`
+- This file loads Tailwind v4 and defines daisyUI themes via CSS `@plugin` blocks.
+- Themes are defined in two blocks:
+  - `light`: Light mode
+  - `dark`: Dark mode (default via `VITE_UI_THEME_DEFAULT`)
+- Update semantic tokens under the `@plugin "daisyui/theme"` blocks, for example:
+
+```css
+--color-primary: #a90303;            /* CTA/buttons */
+--color-primary-content: #ffffff;    /* readable text on primary */
+--color-base-100: #ffffff;           /* page background */
+--color-base-200: #EDEDED;           /* cards */
+```
+
+Common class ↔ token mapping:
 
-The application supports a flexible theme system with user preference persistence.
+- `btn btn-primary`, `bg-primary`, `text-primary` → `--color-primary` / `--color-primary-content`
+- `bg-secondary`, `text-secondary-content` → `--color-secondary` / `--color-secondary-content`
+- `bg-base-100/200/300`, `border-base-300`, `text-base-content` → `--color-base-*` / `--color-base-content`
 
-**Available Themes:**
+Custom CSS variables used by this repo are also defined per theme in `tailwind.css`:
 
-- `light`: Light mode
-- `dark`: Dark mode (default)
+- `--scrollbar-track` / `--scrollbar-thumb` (scrollbar styling)
+- `--base-200-highlight` (highlight “jump to source” anchors)
 
-**Theme Configuration:**
+Theme behavior:
 
 1. **Set Default Theme:**
 
@@ -141,12 +195,27 @@ The application supports a flexible theme system with user preference persistenc
 - Theme persists across browser sessions
 - The built-in theme toggle is shown only when both `light` and `dark` are available
 - Manual theme switching overrides the default setting
+- Theme selection is stored under `localStorage["app-theme"]` and applied via `html[data-theme]`
+
+### Markdown / Chat Content Styling
+
+Chat answers, user prompts, and citations are rendered from Markdown via `marked` (see `services/frontend/libs/shared/utils/src/lib/marked.utils.ts`) and styled via global CSS in `services/frontend/libs/shared/global.css`.
+
+Rebrandable bits:
+
+- Code blocks: `--chat-code-*` variables and `.chat-code-block*` styles
+- Typography: `.prose` overrides keep headings/links readable across themes
 
 ## Development Setup
 
 ### Local Development
 
-1. **Create/modify `.env` file in frontend directory** (services/frontend/.env):
+Vite reads env files from `services/frontend/`. Common ones:
+
+- `services/frontend/.env.development` / `services/frontend/.env.development.local` (local dev)
+- `services/frontend/.env.production` / `services/frontend/.env.production.local` (production build)
+
+1. **Create/modify an env file** (recommended: `services/frontend/.env.development.local`):
 
    ```bash
    # Bot customization
@@ -173,31 +242,42 @@ The application supports a flexible theme system with user preference persistenc
 
 ### Docker Deployment
 
-For Docker deployments, the frontend uses a special script (services/frontend/env.sh) to replace environment variables at runtime:
+The app Docker images are built from:
 
-1. **Set environment variables in your container:**
+- `services/frontend/apps/chat-app/Dockerfile`
+- `services/frontend/apps/admin-app/Dockerfile`
 
-   ```dockerfile
-   ENV VITE_BOT_NAME="Production Assistant"
-   ENV VITE_UI_LOGO_PATH_LIGHT="/assets/prod-logo-light.svg"
-   ENV VITE_UI_LOGO_PATH_DARK="/assets/prod-logo-dark.svg"
-   ENV VITE_UI_THEME_DEFAULT="light"
-   ```
+These images contain:
+
+- built files under `/app/frontend` (read-only)
+- `env.sh` at `/app/env.sh`
+- nginx serving `/usr/share/nginx/html`
 
-1. **The env.sh script automatically replaces variables** in built JS/CSS files when the container starts. See [services/frontend/env.sh](../services/frontend/env.sh).
+To use runtime variables in Docker, you must ensure the container runs:
+
+```sh
+cp -r /app/frontend/. /usr/share/nginx/html && /bin/sh /app/env.sh
+```
+
+before nginx serves the files (otherwise placeholders like `VITE_BOT_NAME` will remain).
+
+See `services/frontend/env.sh` for details, including `TARGET_DIR` override.
 
 ### Kubernetes/Helm Deployment
 
-1. **Configure in your Helm values.yaml** (example chart values at [infrastructure/rag/values.yaml](../infrastructure/rag/values.yaml)):
+The Helm chart wires env vars via `frontend.envs.vite` into a ConfigMap and mounts a writable `/usr/share/nginx/html`. It also runs the copy + `env.sh` step (see `infrastructure/rag/templates/frontend/deployment.yaml`).
+
+1. **Configure in your Helm `values.yaml`** (example values at [infrastructure/rag/values.yaml](../infrastructure/rag/values.yaml)):
 
    ```yaml
    frontend:
-     env:
-       VITE_BOT_NAME: "Enterprise Knowledge Bot"
-       VITE_UI_LOGO_PATH_LIGHT: "/assets/enterprise-logo-light.svg"
-       VITE_UI_LOGO_PATH_DARK: "/assets/enterprise-logo-dark.svg"
-       VITE_UI_THEME_DEFAULT: "dark"
-       VITE_UI_THEME_OPTIONS: "light,dark"
+     envs:
+       vite:
+         VITE_BOT_NAME: "Enterprise Knowledge Bot"
+         VITE_UI_LOGO_PATH_LIGHT: "/assets/enterprise-logo-light.svg"
+         VITE_UI_LOGO_PATH_DARK: "/assets/enterprise-logo-dark.svg"
+         VITE_UI_THEME_DEFAULT: "dark"
+         VITE_UI_THEME_OPTIONS: "light,dark"
    ```
 
 2. **Or use ConfigMap:**
@@ -217,41 +297,30 @@ For Docker deployments, the frontend uses a special script (services/frontend/en
 
 ### Adding Custom Themes
 
-To add custom themes beyond light/dark:
+This repo is optimized for `light`/`dark` theming. You can still add a custom theme, but note:
 
-1. **Update the settings configuration** in [services/frontend/libs/shared/settings.ts](../services/frontend/libs/shared/settings.ts):
+- The built-in UI toggle only switches between `light` and `dark` (`services/frontend/libs/shared/ui/ThemeToggle.vue`).
+- If you want a custom theme without adding a theme picker, set `VITE_UI_THEME_OPTIONS` to a single theme and the toggle will disappear.
 
-   ```typescript
-   // frontend/libs/shared/settings.ts
-   const defaultSettings: AppSettings = {
-     ui: {
-       theme: {
-         default: "light",
-         options: ["light", "dark", "custom"], // Add your theme
-       },
-     },
-   };
-   ```
+To add a custom theme, define it in `services/frontend/libs/ui-styles/src/tailwind.css`:
 
-1. **Configure DaisyUI themes** in [services/frontend/tailwind.config.js](../services/frontend/tailwind.config.js):
-
-   ```javascript
-   module.exports = {
-     daisyui: {
-       themes: [
-         "light",
-         "dark",
-         {
-           custom: {
-             "primary": "#your-color",
-             "secondary": "#your-color",
-             // ... more theme colors
-           }
-         }
-       ],
-     },
-   };
-   ```
+CSS (Tailwind v4):
+
+```css
+@plugin "daisyui/theme" {
+  name: "brand-red";
+  --color-primary: #a90303;
+  --color-primary-content: #ffffff;
+  /* ... other tokens ... */
+}
+```
+
+Then select it via env vars:
+
+```bash
+VITE_UI_THEME_DEFAULT=brand-red
+VITE_UI_THEME_OPTIONS=brand-red
+```
 
 ### Internationalization
 
diff --git a/infrastructure/README.md b/infrastructure/README.md
index fddffec4..47788ba4 100644
--- a/infrastructure/README.md
+++ b/infrastructure/README.md
@@ -182,6 +182,12 @@ Default values for the deployment are provided in the `rag/values.yaml` file und
 >
 >All values containing `...` are placeholders and have to be replaced with real values.
 
+**Dev helper via Kustomize/Tilt**
+For local development you can let Tilt generate Langfuse init secrets automatically:
+- Copy `infrastructure/kustomize/langfuse/.env.langfuse.template` to `infrastructure/kustomize/langfuse/.env.langfuse` and fill it with the Langfuse init env values.
+- Tilt runs Kustomize on `infrastructure/kustomize/langfuse` and applies the resulting `langfuse-init-secrets` (hash disabled) before Helm resources.
+- This is dev-only. For production, create/manage secrets with your secret manager and set `secretKeyRef.name` in `values.yaml` to your managed secret.
+
 ### 1.2 Qdrant
 
 The deployment of the Qdrant can be disabled by setting the following value in the helm-chart:
@@ -214,10 +220,31 @@ adminBackend:
     keyValueStore:
       USECASE_KEYVALUE_HOST: ... # Your Redis host (e.g., redis.yourdomain.com)
       USECASE_KEYVALUE_PORT: 6379
+      # Optional TLS settings for managed Redis
+      USECASE_KEYVALUE_USE_SSL: false # <- must be true for production deployment
+      USECASE_KEYVALUE_SSL_CHECK_HOSTNAME: true
+  secrets:
+    keyValueStore:
+      username:
+        value: "" # Optional inline username; prefer secretKeyRef in production
+        secretKeyRef:
+          name: "" # Existing secret containing the username
+          key: "USECASE_KEYVALUE_USERNAME"
+      password:
+        value: "" # Optional inline password; prefer secretKeyRef in production
+        secretKeyRef:
+          name: "" # Existing secret containing the password
+          key: "USECASE_KEYVALUE_PASSWORD"
 
 features:
   keydb:
     enabled: false # Disable KeyDB for production
+keydb:
+  password: "" # Optional inline password for the bundled KeyDB chart
+  existingSecret: "" # Name of an existing secret that stores the KeyDB password
+  existingSecretPasswordKey: "password" # Key within the existing secret
+  auth:
+    username: "default" # Username that the admin backend uses when auth is enabled
 
 langfuse:
   valkey:
@@ -233,6 +260,20 @@ langfuse:
 The following values should be adjusted for the deployment:
 
 ```yaml
+shared:
+  secrets:
+    # Required: Basic authentication used by backend/admin ingress and frontend auth modal
+    basicAuthUser:
+      value: ... # Username for basic auth
+      secretKeyRef:
+        name: "" # Optionally reference an existing secret instead of an inline value
+        key: "BASIC_AUTH_USER"
+    basicAuthPassword:
+      value: ... # Password for basic auth
+      secretKeyRef:
+        name: ""
+        key: "BASIC_AUTH_PASSWORD"
+
 frontend:
   envs:
     vite:
@@ -246,11 +287,9 @@ frontend:
     host:
       name: ... # Your domain name (e.g., rag.yourdomain.com)
 
-  secrets:
-    viteAuth:
-      # Required: Credentials for backend authentication
-      VITE_AUTH_USERNAME: ... # Username for basic auth
-      VITE_AUTH_PASSWORD: ... # Password for basic auth
+# In production, ensure a secret named "vite-auth" exists with keys
+# VITE_AUTH_USERNAME and VITE_AUTH_PASSWORD set to your basic auth creds.
+# (For local/dev, the chart can generate it from shared.secrets.)
 ```
 
 ### 1.5 Backend
@@ -262,24 +301,42 @@ The following values should be adjusted for the deployment:
 ```yaml
 backend:
   secrets:
-    # Required: Basic authentication for the backend API
-    basicAuth: ... # Set your basic auth credentials
-
+    # Basic auth is configured under shared.secrets (see frontend section)
     # Required: Langfuse API keys for observability
     langfuse:
-      publicKey: ... # Your Langfuse public key
-      secretKey: ... # Your Langfuse secret key
+      publicKey:
+        value: ... # Your Langfuse public key
+        secretKeyRef:
+          name: "" # Optionally reference an existing secret instead of an inline value
+          key: "LANGFUSE_PUBLIC_KEY"
+      secretKey:
+        value: ... # Your Langfuse secret key
+        secretKeyRef:
+          name: ""
+          key: "LANGFUSE_SECRET_KEY"
 
     # Required: API keys for your chosen LLM provider
     # STACKIT LLM provider
     stackitEmbedder:
-      apiKey: ... # Your STACKIT embedder API key
+      apiKey:
+        value: ... # Your STACKIT embedder API key
+        secretKeyRef:
+          name: ""
+          key: "STACKIT_EMBEDDER_API_KEY"
     stackitVllm:
-      apiKey: ... # Your STACKIT vLLM API key
+      apiKey:
+        value: ... # Your STACKIT vLLM API key
+        secretKeyRef:
+          name: ""
+          key: "STACKIT_VLLM_API_KEY"
 
     # Optional: Only needed if using RAGAS evaluation with OpenAI
     ragas:
-      openaiApikey: ... # Your OpenAI API key for RAGAS evaluation
+      openaiApikey:
+        value: ... # Your OpenAI API key for RAGAS evaluation
+        secretKeyRef:
+          name: ""
+          key: "RAGAS_OPENAI_API_KEY"
 
   envs:
     # Required: Choose your LLM and embedder providers
@@ -313,13 +370,15 @@ backend:
       ERROR_MESSAGES_NO_ANSWER_FOUND: "I'm sorry, I couldn't find an answer with the context provided."
     # Settings for the evaluation. You can specify the datasetname, as well as the path (in the container) where the dataset is located.
     langfuse:
-      LANGFUSE_DATASET_NAME: "test_ds"
+      LANGFUSE_DATASET_NAME: "rag_test_ds"
       LANGFUSE_DATASET_FILENAME: "/app/test_data.json"
 
     ragas:
       RAGAS_IS_DEBUG: false
       RAGAS_MODEL: "gpt-4o-mini"
       RAGAS_USE_OPENAI: true
+      RAGAS_TIMEOUT: 60
+      RAGAS_EVALUATION_DATASET_NAME: "eval-data"
       RAGAS_MAX_CONCURRENCY: "5"
 
   ingress:
diff --git a/infrastructure/kustomize/langfuse/.env.langfuse.template b/infrastructure/kustomize/langfuse/.env.langfuse.template
new file mode 100644
index 00000000..6aad45a8
--- /dev/null
+++ b/infrastructure/kustomize/langfuse/.env.langfuse.template
@@ -0,0 +1,8 @@
+# Copy to .env.langfuse and replace with your real Langfuse init values.
+LANGFUSE_INIT_ORG_ID=your-org-id
+LANGFUSE_INIT_PROJECT_ID=your-project-id
+LANGFUSE_INIT_PROJECT_PUBLIC_KEY=your-project-public-key
+LANGFUSE_INIT_PROJECT_SECRET_KEY=your-project-secret-key
+LANGFUSE_INIT_USER_EMAIL=admin@example.com
+LANGFUSE_INIT_USER_NAME=Admin
+LANGFUSE_INIT_USER_PASSWORD=changeme
diff --git a/infrastructure/kustomize/langfuse/kustomization.yaml b/infrastructure/kustomize/langfuse/kustomization.yaml
new file mode 100644
index 00000000..bbed09bf
--- /dev/null
+++ b/infrastructure/kustomize/langfuse/kustomization.yaml
@@ -0,0 +1,12 @@
+apiVersion: kustomize.config.k8s.io/v1beta1
+kind: Kustomization
+namespace: rag
+
+secretGenerator:
+  - name: langfuse-init-secrets
+    envs:
+      - .env.langfuse
+    type: Opaque
+    options:
+      # Keep a stable name so Helm/Tilt can reference the secret directly.
+      disableNameSuffixHash: true
diff --git a/infrastructure/rag/Chart.lock b/infrastructure/rag/Chart.lock
index c6d5284b..93409bfb 100644
--- a/infrastructure/rag/Chart.lock
+++ b/infrastructure/rag/Chart.lock
@@ -1,7 +1,7 @@
 dependencies:
 - name: langfuse
   repository: https://langfuse.github.io/langfuse-k8s
-  version: 1.5.4
+  version: 1.5.13
 - name: qdrant
   repository: https://qdrant.github.io/qdrant-helm
   version: 1.15.5
@@ -14,5 +14,5 @@ dependencies:
 - name: ollama
   repository: https://otwld.github.io/ollama-helm/
   version: 1.30.0
-digest: sha256:bdcbd61348805d9135cabd97c80cd08e774f479eedcbc686dc851ca55fb4dc4c
-generated: "2025-10-10T08:41:01.890585511Z"
+digest: sha256:398f4f0791092b57a2c0d33a715f8680fb45663499a9ad410ca4bee7eda201bb
+generated: "2025-12-03T18:35:42.061121+01:00"
diff --git a/infrastructure/rag/Chart.yaml b/infrastructure/rag/Chart.yaml
index 619205c1..22192b6e 100644
--- a/infrastructure/rag/Chart.yaml
+++ b/infrastructure/rag/Chart.yaml
@@ -10,7 +10,7 @@ appVersion: "v3.4.0"
 dependencies:
 - name: langfuse
   repository: https://langfuse.github.io/langfuse-k8s
-  version: "1.5.4"
+  version: "1.5.13"
   condition: features.langfuse.enabled
 - name: qdrant
   version: 1.15.5
diff --git a/infrastructure/rag/templates/_admin_backend_and_extractor_helpers.tpl b/infrastructure/rag/templates/_admin_backend_and_extractor_helpers.tpl
index 0f860234..cd35eba8 100644
--- a/infrastructure/rag/templates/_admin_backend_and_extractor_helpers.tpl
+++ b/infrastructure/rag/templates/_admin_backend_and_extractor_helpers.tpl
@@ -15,6 +15,78 @@
 {{- printf "%s-stackit-vllm-secret" .Release.Name | trunc 63 | trimSuffix "-" -}}
 {{- end -}}
 
+{{- define "secret.langfuseRefName" -}}
+{{- if .Values.backend.secrets.langfuse.publicKey.secretKeyRef.name -}}
+{{- .Values.backend.secrets.langfuse.publicKey.secretKeyRef.name -}}
+{{- else if .Values.backend.secrets.langfuse.secretKey.secretKeyRef.name -}}
+{{- .Values.backend.secrets.langfuse.secretKey.secretKeyRef.name -}}
+{{- else -}}
+{{ template "secret.langfuseName" . }}
+{{- end -}}
+{{- end -}}
+
+{{- define "secret.stackitVllmRefName" -}}
+{{- if .Values.backend.secrets.stackitVllm.apiKey.secretKeyRef.name -}}
+{{- .Values.backend.secrets.stackitVllm.apiKey.secretKeyRef.name -}}
+{{- else -}}
+{{ template "secret.stackitVllmName" . }}
+{{- end -}}
+{{- end -}}
+
+{{- define "secret.stackitEmbedderRefName" -}}
+{{- if .Values.backend.secrets.stackitEmbedder.apiKey.secretKeyRef.name -}}
+{{- .Values.backend.secrets.stackitEmbedder.apiKey.secretKeyRef.name -}}
+{{- else -}}
+{{ template "secret.stackitEmbedderName" . }}
+{{- end -}}
+{{- end -}}
+
+{{- define "secret.s3RefName" -}}
+{{- if .Values.shared.secrets.s3.accessKey.secretKeyRef.name -}}
+{{- .Values.shared.secrets.s3.accessKey.secretKeyRef.name -}}
+{{- else if .Values.shared.secrets.s3.secretKey.secretKeyRef.name -}}
+{{- .Values.shared.secrets.s3.secretKey.secretKeyRef.name -}}
+{{- else -}}
+{{ template "secret.s3Name" . }}
+{{- end -}}
+{{- end -}}
+
+{{- define "secret.keyValueStoreName" -}}
+{{- printf "%s-key-value-store-secret" .Release.Name | trunc 63 | trimSuffix "-" -}}
+{{- end -}}
+
+# key value store credentials helper
+{{- define "keyValueStore.credentials" -}}
+{{- $result := dict "username" "" "password" "" "usernameSecretName" "" "usernameSecretKey" "" "passwordSecretName" "" "passwordSecretKey" "" -}}
+{{- $defaultUsernameKey := "USECASE_KEYVALUE_USERNAME" -}}
+{{- $defaultPasswordKey := "USECASE_KEYVALUE_PASSWORD" -}}
+
+{{- if .Values.adminBackend.secrets.keyValueStore.username.secretKeyRef.name }}
+{{- $_ := set $result "usernameSecretName" .Values.adminBackend.secrets.keyValueStore.username.secretKeyRef.name -}}
+{{- $_ := set $result "usernameSecretKey" (default $defaultUsernameKey .Values.adminBackend.secrets.keyValueStore.username.secretKeyRef.key) -}}
+{{- else if .Values.adminBackend.secrets.keyValueStore.username.value }}
+{{- $_ := set $result "username" .Values.adminBackend.secrets.keyValueStore.username.value -}}
+{{- end }}
+
+{{- if .Values.adminBackend.secrets.keyValueStore.password.secretKeyRef.name }}
+{{- $_ := set $result "passwordSecretName" .Values.adminBackend.secrets.keyValueStore.password.secretKeyRef.name -}}
+{{- $_ := set $result "passwordSecretKey" (default $defaultPasswordKey .Values.adminBackend.secrets.keyValueStore.password.secretKeyRef.key) -}}
+{{- else if .Values.adminBackend.secrets.keyValueStore.password.value }}
+{{- $_ := set $result "password" .Values.adminBackend.secrets.keyValueStore.password.value -}}
+{{- else if .Values.keydb.existingSecret }}
+{{- $_ := set $result "passwordSecretName" .Values.keydb.existingSecret -}}
+{{- $_ := set $result "passwordSecretKey" (default "password" .Values.keydb.existingSecretPasswordKey) -}}
+{{- else if .Values.keydb.password }}
+{{- $_ := set $result "password" .Values.keydb.password -}}
+{{- end }}
+
+{{- if and (not (get $result "username")) (not (get $result "usernameSecretName")) (or (get $result "password") (get $result "passwordSecretName")) }}
+{{- $_ := set $result "username" (default "default" .Values.keydb.auth.username) -}}
+{{- end }}
+
+{{- toYaml $result -}}
+{{- end -}}
+
 # configmaps
 {{- define "configmap.s3Name" -}}
 {{- printf "%s-s3-configmap" .Release.Name | trunc 63 | trimSuffix "-" -}}
diff --git a/infrastructure/rag/templates/_backend_helpers.tpl b/infrastructure/rag/templates/_backend_helpers.tpl
index f1bdb14e..b186f22b 100644
--- a/infrastructure/rag/templates/_backend_helpers.tpl
+++ b/infrastructure/rag/templates/_backend_helpers.tpl
@@ -19,6 +19,52 @@
 {{- printf "%s-stackit-ragas-secret" .Release.Name | trunc 63 | trimSuffix "-" -}}
 {{- end -}}
 
+{{- define "secret.basicAuthName" -}}
+{{- if .Values.shared.secrets.basicAuth.auth.secretKeyRef.name -}}
+{{- .Values.shared.secrets.basicAuth.auth.secretKeyRef.name -}}
+{{- else if .Values.shared.secrets.basicAuth.user.secretKeyRef.name -}}
+{{- .Values.shared.secrets.basicAuth.user.secretKeyRef.name -}}
+{{- else if .Values.shared.secrets.basicAuth.password.secretKeyRef.name -}}
+{{- .Values.shared.secrets.basicAuth.password.secretKeyRef.name -}}
+{{- else -}}
+basic-auth
+{{- end -}}
+{{- end -}}
+
+{{- define "secret.langfuseRefName" -}}
+{{- if .Values.backend.secrets.langfuse.publicKey.secretKeyRef.name -}}
+{{- .Values.backend.secrets.langfuse.publicKey.secretKeyRef.name -}}
+{{- else if .Values.backend.secrets.langfuse.secretKey.secretKeyRef.name -}}
+{{- .Values.backend.secrets.langfuse.secretKey.secretKeyRef.name -}}
+{{- else -}}
+{{ template "secret.langfuseName" . }}
+{{- end -}}
+{{- end -}}
+
+{{- define "secret.stackitEmbedderRefName" -}}
+{{- if .Values.backend.secrets.stackitEmbedder.apiKey.secretKeyRef.name -}}
+{{- .Values.backend.secrets.stackitEmbedder.apiKey.secretKeyRef.name -}}
+{{- else -}}
+{{ template "secret.stackitEmbedderName" . }}
+{{- end -}}
+{{- end -}}
+
+{{- define "secret.stackitVllmRefName" -}}
+{{- if .Values.backend.secrets.stackitVllm.apiKey.secretKeyRef.name -}}
+{{- .Values.backend.secrets.stackitVllm.apiKey.secretKeyRef.name -}}
+{{- else -}}
+{{ template "secret.stackitVllmName" . }}
+{{- end -}}
+{{- end -}}
+
+{{- define "secret.ragasRefName" -}}
+{{- if .Values.backend.secrets.ragas.openaiApikey.secretKeyRef.name -}}
+{{- .Values.backend.secrets.ragas.openaiApikey.secretKeyRef.name -}}
+{{- else -}}
+{{ template "secret.ragasName" . }}
+{{- end -}}
+{{- end -}}
+
 
 # configmaps
 {{- define "configmap.publicName" -}}
@@ -109,7 +155,7 @@
 {{- define "backend.ingress.commonAnnotations" -}}
 {{- if .Values.shared.config.basicAuth.enabled }}
 nginx.ingress.kubernetes.io/auth-type: basic
-nginx.ingress.kubernetes.io/auth-secret: basic-auth
+nginx.ingress.kubernetes.io/auth-secret: {{ template "secret.basicAuthName" . }}
 {{- end }}
 nginx.ingress.kubernetes.io/proxy-body-size: "0"
 nginx.ingress.kubernetes.io/proxy-read-timeout: "6000"
diff --git a/infrastructure/rag/templates/_helpers.tpl b/infrastructure/rag/templates/_helpers.tpl
index 724bc05b..40036225 100644
--- a/infrastructure/rag/templates/_helpers.tpl
+++ b/infrastructure/rag/templates/_helpers.tpl
@@ -17,3 +17,60 @@
 {{- define "secret.usecaseName" -}}
 {{- printf "%s-usecase-secret" .Release.Name | trunc 63 | trimSuffix "-" -}}
 {{- end -}}
+
+{{/* Resolve basic auth credentials from inline values or referenced secrets. */}}
+{{- define "rag.basicAuthCredentials" -}}
+{{- $creds := dict "username" (default "" .Values.shared.secrets.basicAuth.user.value) "password" (default "" .Values.shared.secrets.basicAuth.password.value) -}}
+
+{{- if and (eq (get $creds "username") "") .Values.shared.secrets.basicAuth.user.secretKeyRef.name }}
+  {{- with lookup "v1" "Secret" .Release.Namespace .Values.shared.secrets.basicAuth.user.secretKeyRef.name }}
+    {{- $key := default "BASIC_AUTH_USER" $.Values.shared.secrets.basicAuth.user.secretKeyRef.key }}
+    {{- $raw := index .data $key | default "" }}
+    {{- if ne $raw "" }}
+      {{- $_ := set $creds "username" (b64dec $raw) }}
+    {{- end }}
+  {{- end }}
+{{- end }}
+
+{{- if and (eq (get $creds "password") "") .Values.shared.secrets.basicAuth.password.secretKeyRef.name }}
+  {{- with lookup "v1" "Secret" .Release.Namespace .Values.shared.secrets.basicAuth.password.secretKeyRef.name }}
+    {{- $key := default "BASIC_AUTH_PASSWORD" $.Values.shared.secrets.basicAuth.password.secretKeyRef.key }}
+    {{- $raw := index .data $key | default "" }}
+    {{- if ne $raw "" }}
+      {{- $_ := set $creds "password" (b64dec $raw) }}
+    {{- end }}
+  {{- end }}
+{{- end }}
+
+{{- toYaml $creds -}}
+{{- end -}}
+
+{{/* Build data block for the basic auth secret from htpasswd value or username/password. */}}
+{{- define "rag.basicAuthSecretData" -}}
+{{- $creds := (include "rag.basicAuthCredentials" . | fromYaml) -}}
+{{- $auth := dict "value" (default "" .Values.shared.secrets.basicAuth.auth.value) -}}
+{{- if and (eq (get $auth "value") "") .Values.shared.secrets.basicAuth.auth.secretKeyRef.name }}
+  {{- with lookup "v1" "Secret" .Release.Namespace .Values.shared.secrets.basicAuth.auth.secretKeyRef.name }}
+    {{- $key := default "auth" $.Values.shared.secrets.basicAuth.auth.secretKeyRef.key }}
+    {{- $raw := index .data $key | default "" }}
+    {{- if $raw }}
+      {{- $_ := set $auth "value" (b64dec $raw) }}
+    {{- end }}
+  {{- end }}
+{{- end }}
+{{- $providedAuth := get $auth "value" }}
+{{- $fromSecretRef := or .Values.shared.secrets.basicAuth.user.secretKeyRef.name .Values.shared.secrets.basicAuth.password.secretKeyRef.name }}
+{{- $data := dict -}}
+{{- if $providedAuth }}
+  {{- $_ := set $data "auth" ($providedAuth | b64enc) }}
+{{- else if and $creds.username $creds.password }}
+  {{- $_ := set $data "auth" (htpasswd $creds.username $creds.password | b64enc) }}
+  {{- if $fromSecretRef }}
+    {{- $_ := set $data "BASIC_AUTH_USER" ($creds.username | b64enc) }}
+    {{- $_ := set $data "BASIC_AUTH_PASSWORD" ($creds.password | b64enc) }}
+  {{- end }}
+{{- end }}
+{{- if gt (len $data) 0 }}
+{{- toYaml $data -}}
+{{- end }}
+{{- end -}}
diff --git a/infrastructure/rag/templates/admin-backend/deployment.yaml b/infrastructure/rag/templates/admin-backend/deployment.yaml
index d86baffd..e0694d18 100644
--- a/infrastructure/rag/templates/admin-backend/deployment.yaml
+++ b/infrastructure/rag/templates/admin-backend/deployment.yaml
@@ -122,15 +122,42 @@ spec:
           - configMapRef:
               name: {{ template "configmap.chunkerName" . }}
           - secretRef:
-              name: {{ template "secret.langfuseName" . }}
+              name: {{ template "secret.langfuseRefName" . }}
           - secretRef:
               name: {{ template "secret.usecaseName" . }}
           - secretRef:
-              name: {{ template "secret.s3Name" . }}
+              name: {{ template "secret.s3RefName" . }}
           - secretRef:
-              name: {{ template "secret.stackitVllmName" . }}
+              name: {{ template "secret.stackitVllmRefName" . }}
           - secretRef:
-              name: {{ template "secret.stackitEmbedderName" . }}
+              name: {{ template "secret.stackitEmbedderRefName" . }}
+        {{- $kvCreds := (include "keyValueStore.credentials" . | fromYaml) }}
         env:
           - name: PYTHONPATH
             value: {{ .Values.adminBackend.pythonPathEnv.PYTHONPATH }}
+          {{- if $kvCreds.usernameSecretName }}
+          - name: USECASE_KEYVALUE_USERNAME
+            valueFrom:
+              secretKeyRef:
+                name: {{ $kvCreds.usernameSecretName }}
+                key: {{ $kvCreds.usernameSecretKey }}
+          {{- else if $kvCreds.username }}
+          - name: USECASE_KEYVALUE_USERNAME
+            valueFrom:
+              secretKeyRef:
+                name: {{ template "secret.keyValueStoreName" . }}
+                key: USECASE_KEYVALUE_USERNAME
+          {{- end }}
+          {{- if $kvCreds.passwordSecretName }}
+          - name: USECASE_KEYVALUE_PASSWORD
+            valueFrom:
+              secretKeyRef:
+                name: {{ $kvCreds.passwordSecretName }}
+                key: {{ $kvCreds.passwordSecretKey }}
+          {{- else if $kvCreds.password }}
+          - name: USECASE_KEYVALUE_PASSWORD
+            valueFrom:
+              secretKeyRef:
+                name: {{ template "secret.keyValueStoreName" . }}
+                key: USECASE_KEYVALUE_PASSWORD
+          {{- end }}
diff --git a/infrastructure/rag/templates/admin-backend/secrets.yaml b/infrastructure/rag/templates/admin-backend/secrets.yaml
new file mode 100644
index 00000000..0df66533
--- /dev/null
+++ b/infrastructure/rag/templates/admin-backend/secrets.yaml
@@ -0,0 +1,15 @@
+{{- $kvCreds := (include "keyValueStore.credentials" . | fromYaml) -}}
+{{- if or $kvCreds.username $kvCreds.password }}
+apiVersion: v1
+kind: Secret
+metadata:
+  name: {{ template "secret.keyValueStoreName" . }}
+type: Opaque
+data:
+  {{- if $kvCreds.username }}
+  USECASE_KEYVALUE_USERNAME: {{ $kvCreds.username | b64enc }}
+  {{- end }}
+  {{- if $kvCreds.password }}
+  USECASE_KEYVALUE_PASSWORD: {{ $kvCreds.password | b64enc }}
+  {{- end }}
+{{- end }}
diff --git a/infrastructure/rag/templates/backend/deployment.yaml b/infrastructure/rag/templates/backend/deployment.yaml
index c3dfbf44..5a89b19a 100644
--- a/infrastructure/rag/templates/backend/deployment.yaml
+++ b/infrastructure/rag/templates/backend/deployment.yaml
@@ -134,15 +134,15 @@ spec:
           - configMapRef:
               name: {{ template "configmap.retryDecoratorName" . }}
           - secretRef:
-              name: {{ template "secret.langfuseName" . }}
+              name: {{ template "secret.langfuseRefName" . }}
           - secretRef:
-              name: {{ template "secret.stackitVllmName" . }}
+              name: {{ template "secret.stackitVllmRefName" . }}
           - secretRef:
               name: {{ template "secret.usecaseName" . }}
           - secretRef:
-              name: {{ template "secret.stackitEmbedderName" . }}
+              name: {{ template "secret.stackitEmbedderRefName" . }}
           - secretRef:
-              name: {{ template "secret.ragasName" . }}
+              name: {{ template "secret.ragasRefName" . }}
         env:
           - name: PYTHONPATH
             value: {{ .Values.backend.pythonPathEnv.PYTHONPATH }}
diff --git a/infrastructure/rag/templates/backend/secrets.yaml b/infrastructure/rag/templates/backend/secrets.yaml
index c4828b67..eee03c18 100644
--- a/infrastructure/rag/templates/backend/secrets.yaml
+++ b/infrastructure/rag/templates/backend/secrets.yaml
@@ -1,43 +1,51 @@
+{{- $basicAuthData := include "rag.basicAuthSecretData" . }}
+{{- if $basicAuthData }}
 apiVersion: v1
 data:
-  auth: {{ .Values.backend.secrets.basicAuth | b64enc }}
-  {{- range $key, $value := .Values.backend.secrets.auth }}
-  {{ $key }}: {{ $value | b64enc }}
-  {{- end }}
+{{ $basicAuthData | nindent 2 }}
 kind: Secret
 metadata:
-  name: basic-auth
+  name: {{ template "secret.basicAuthName" . }}
 type: Opaque
+{{- end }}
 ---
+{{- if and .Values.backend.secrets.langfuse.publicKey.value .Values.backend.secrets.langfuse.secretKey.value }}
 apiVersion: v1
 kind: Secret
 metadata:
   name: {{ template "secret.langfuseName" . }}
 type: Opaque
 data:
-  LANGFUSE_PUBLIC_KEY: {{ .Values.backend.secrets.langfuse.publicKey | b64enc }}
-  LANGFUSE_SECRET_KEY: {{ .Values.backend.secrets.langfuse.secretKey | b64enc }}
+  LANGFUSE_PUBLIC_KEY: {{ .Values.backend.secrets.langfuse.publicKey.value | b64enc }}
+  LANGFUSE_SECRET_KEY: {{ .Values.backend.secrets.langfuse.secretKey.value | b64enc }}
+{{- end }}
 ---
+{{- if .Values.backend.secrets.stackitVllm.apiKey.value }}
 apiVersion: v1
 kind: Secret
 metadata:
   name: {{ template "secret.stackitVllmName" . }}
 type: Opaque
 data:
-  STACKIT_VLLM_API_KEY: {{ .Values.backend.secrets.stackitVllm.apiKey | b64enc }}
+  STACKIT_VLLM_API_KEY: {{ .Values.backend.secrets.stackitVllm.apiKey.value | b64enc }}
+{{- end }}
 ---
+{{- if .Values.backend.secrets.stackitEmbedder.apiKey.value }}
 apiVersion: v1
 kind: Secret
 metadata:
   name: {{ template "secret.stackitEmbedderName" . }}
 type: Opaque
 data:
-  STACKIT_EMBEDDER_API_KEY: {{ .Values.backend.secrets.stackitEmbedder.apiKey | b64enc }}
+  STACKIT_EMBEDDER_API_KEY: {{ .Values.backend.secrets.stackitEmbedder.apiKey.value | b64enc }}
+{{- end }}
 ---
+{{- if .Values.backend.secrets.ragas.openaiApikey.value }}
 apiVersion: v1
 kind: Secret
 metadata:
   name: {{ template "secret.ragasName" . }}
 type: Opaque
 data:
-  RAGAS_OPENAI_API_KEY: {{ .Values.backend.secrets.ragas.openaiApikey | b64enc }}
+  RAGAS_OPENAI_API_KEY: {{ .Values.backend.secrets.ragas.openaiApikey.value | b64enc }}
+{{- end }}
diff --git a/infrastructure/rag/templates/extractor/deployment.yaml b/infrastructure/rag/templates/extractor/deployment.yaml
index 7b5e16de..d51aaf88 100644
--- a/infrastructure/rag/templates/extractor/deployment.yaml
+++ b/infrastructure/rag/templates/extractor/deployment.yaml
@@ -113,7 +113,7 @@ spec:
           - configMapRef:
               name: {{ template "configmap.extractorSitemapName" . }}
           - secretRef:
-              name: {{ template "secret.s3Name" . }}
+              name: {{ template "secret.s3RefName" . }}
         {{- $hfCacheDir := include "extractor.huggingfaceCacheDir" . }}
         env:
           - name: PYTHONPATH
diff --git a/infrastructure/rag/templates/frontend/secrets.yaml b/infrastructure/rag/templates/frontend/secrets.yaml
index 416614a9..36637060 100644
--- a/infrastructure/rag/templates/frontend/secrets.yaml
+++ b/infrastructure/rag/templates/frontend/secrets.yaml
@@ -1,9 +1,9 @@
-{{- if $.Values.features.frontend.enabled }}
+{{- $basicAuth := (include "rag.basicAuthCredentials" . | fromYaml) }}
+{{- if and $.Values.features.frontend.enabled $basicAuth.username $basicAuth.password }}
 apiVersion: v1
 data:
-  {{- range $key, $value := .Values.frontend.secrets.viteAuth }}
-  {{ $key }}: {{ $value | b64enc }}
-  {{- end }}
+  VITE_AUTH_USERNAME: {{ $basicAuth.username | b64enc }}
+  VITE_AUTH_PASSWORD: {{ $basicAuth.password | b64enc }}
 kind: Secret
 metadata:
   name: vite-auth
diff --git a/infrastructure/rag/templates/secrets.yaml b/infrastructure/rag/templates/secrets.yaml
index e85957fd..8c4410a7 100644
--- a/infrastructure/rag/templates/secrets.yaml
+++ b/infrastructure/rag/templates/secrets.yaml
@@ -1,11 +1,13 @@
+{{- if and .Values.shared.secrets.s3.accessKey.value .Values.shared.secrets.s3.secretKey.value }}
 apiVersion: v1
 kind: Secret
 metadata:
   name: {{ template "secret.s3Name" . }}
 type: Opaque
 data:
-  S3_ACCESS_KEY_ID: {{ .Values.shared.secrets.s3.accessKey | b64enc }}
-  S3_SECRET_ACCESS_KEY: {{ .Values.shared.secrets.s3.secretKey | b64enc }}
+  S3_ACCESS_KEY_ID: {{ .Values.shared.secrets.s3.accessKey.value | b64enc }}
+  S3_SECRET_ACCESS_KEY: {{ .Values.shared.secrets.s3.secretKey.value | b64enc }}
+{{- end }}
 ---
 apiVersion: v1
 kind: Secret
diff --git a/infrastructure/rag/values.yaml b/infrastructure/rag/values.yaml
index 636426e9..e044a715 100644
--- a/infrastructure/rag/values.yaml
+++ b/infrastructure/rag/values.yaml
@@ -147,16 +147,35 @@ backend:
       port: 8080
 
   secrets:
-    basicAuth: ""
     langfuse:
-      publicKey: "pk-lf"
-      secretKey: "sk-lf"
+      publicKey:
+        value: "pk-lf"
+        secretKeyRef:
+          name: ""
+          key: "LANGFUSE_PUBLIC_KEY"
+      secretKey:
+        value: "sk-lf"
+        secretKeyRef:
+          name: ""
+          key: "LANGFUSE_SECRET_KEY"
     stackitEmbedder:
-      apiKey: ""
+      apiKey:
+        value: ""
+        secretKeyRef:
+          name: ""
+          key: "STACKIT_EMBEDDER_API_KEY"
     stackitVllm:
-      apiKey: "sk-123"
+      apiKey:
+        value: "sk-123"
+        secretKeyRef:
+          name: ""
+          key: "STACKIT_VLLM_API_KEY"
     ragas:
-      openaiApikey: ""
+      openaiApikey:
+        value: ""
+        secretKeyRef:
+          name: ""
+          key: "RAGAS_OPENAI_API_KEY"
 
   envs:
     stackitVllm:
@@ -249,11 +268,6 @@ frontend:
       pathType: ImplementationSpecific
       port: 8080
 
-  secrets:
-    viteAuth:
-      VITE_AUTH_USERNAME: ""
-      VITE_AUTH_PASSWORD: ""
-
   envs:
     vite:
       VITE_CHAT_AUTH_ENABLED: true
@@ -326,8 +340,18 @@ adminBackend:
       pathType: ImplementationSpecific
       port: 8080
 
-  minio:
-    enabled: true
+  secrets:
+    keyValueStore:
+      username:
+        value: ""
+        secretKeyRef:
+          name: ""
+          key: "USECASE_KEYVALUE_USERNAME"
+      password:
+        value: ""
+        secretKeyRef:
+          name: ""
+          key: "USECASE_KEYVALUE_PASSWORD"
 
   envs:
     summarizer:
@@ -357,6 +381,12 @@ adminBackend:
     keyValueStore:
       USECASE_KEYVALUE_PORT: 6379
       USECASE_KEYVALUE_HOST: "rag-keydb"
+      USECASE_KEYVALUE_USE_SSL: true
+      USECASE_KEYVALUE_SSL_CERT_REQS: ""
+      USECASE_KEYVALUE_SSL_CA_CERTS: ""
+      USECASE_KEYVALUE_SSL_CERTFILE: ""
+      USECASE_KEYVALUE_SSL_KEYFILE: ""
+      USECASE_KEYVALUE_SSL_CHECK_HOSTNAME: true
     sourceUploader:
       # Large sitemap ingestions (per-page summaries) can take > 1 hour.
       SOURCE_UPLOADER_TIMEOUT: 3600
@@ -474,10 +504,34 @@ shared:
       issuerKind: ClusterIssuer
 
   secrets:
+    basicAuth:
+      auth:
+        value: "" # Optional: precomputed htpasswd line (e.g., "user:$apr1$..."); overrides inline user/pass hashing.
+        secretKeyRef:
+          name: ""
+          key: "auth"
+      user:
+        value: ""
+        secretKeyRef:
+          name: ""
+          key: "BASIC_AUTH_USER"
+      password:
+        value: ""
+        secretKeyRef:
+          name: ""
+          key: "BASIC_AUTH_PASSWORD"
     s3:
-      accessKey: "admin"
-      secretKey: "adminpassword"
-    usecase:
+      accessKey:
+        value: "admin"
+        secretKeyRef:
+          name: ""
+          key: "S3_ACCESS_KEY_ID"
+      secretKey:
+        value: "adminpassword"
+        secretKeyRef:
+          name: ""
+          key: "S3_SECRET_ACCESS_KEY"
+    usecase: {}
 
 
   envs:
@@ -501,6 +555,9 @@ langfuse:
     # Used to hash API keys
     salt:
       value: "changeme"
+      secretKeyRef:
+        name: ""
+        key: ""
 
     # Authentication settings
     features:
@@ -527,25 +584,50 @@ langfuse:
       url: http://localhost:3000
       secret:
         value: "changeme"
+        secretKeyRef:
+          name: ""
+          key: ""
 
     # Additional environment variables (only for init values)
     additionalEnv:
     - name: LANGFUSE_INIT_ORG_ID
-      value: ""
+      valueFrom:
+        secretKeyRef:
+          name: "langfuse-init-secrets"
+          key: "LANGFUSE_INIT_ORG_ID"
     - name: LANGFUSE_INIT_PROJECT_ID
-      value: ""
+      valueFrom:
+        secretKeyRef:
+          name: "langfuse-init-secrets"
+          key: "LANGFUSE_INIT_PROJECT_ID"
     - name: LANGFUSE_INIT_PROJECT_PUBLIC_KEY
-      value: ""
+      valueFrom:
+        secretKeyRef:
+          name: "langfuse-init-secrets"
+          key: "LANGFUSE_INIT_PROJECT_PUBLIC_KEY"
     - name: LANGFUSE_INIT_PROJECT_SECRET_KEY
-      value: ""
+      valueFrom:
+        secretKeyRef:
+          name: "langfuse-init-secrets"
+          key: "LANGFUSE_INIT_PROJECT_SECRET_KEY"
     - name: LANGFUSE_INIT_USER_EMAIL
-      value: ""
+      valueFrom:
+        secretKeyRef:
+          name: "langfuse-init-secrets"
+          key: "LANGFUSE_INIT_USER_EMAIL"
     - name: LANGFUSE_INIT_USER_NAME
-      value: ""
+      valueFrom:
+        secretKeyRef:
+          name: "langfuse-init-secrets"
+          key: "LANGFUSE_INIT_USER_NAME"
     - name: LANGFUSE_INIT_USER_PASSWORD
-      value: ""
+      valueFrom:
+        secretKeyRef:
+          name: "langfuse-init-secrets"
+          key: "LANGFUSE_INIT_USER_PASSWORD"
 
     # Additional init containers
+    # NOTE: for production deployment use the host uri of the external PostgreSQL instance here
     extraInitContainers:
     - name: wait-for-postgres
       image: busybox
@@ -553,12 +635,13 @@ langfuse:
       - sh
       - -c
       - |
-        until nc -z rag-postgresql 5432; do
-          echo "Waiting for PostgreSQL to be ready..."
-          sleep 2
-        done
-      # Define a reasonable timeout in case PostgreSQL fails to come up
-      timeoutSeconds: 300
+        timeout 300 sh -c '
+          until nc -z rag-postgresql 5432; do
+            echo "Waiting for PostgreSQL to be ready..."
+            sleep 2
+          done
+        '
+      # Stop waiting after 5 minutes if PostgreSQL never comes up.
 
   # PostgreSQL Configuration (use external PostgreSQL)
   postgresql:
@@ -569,6 +652,9 @@ langfuse:
       username: postgres
       password: postgres
       database: langfuse
+      existingSecret: "" # NOTE: for production use existing secret to fetch password
+      secretKeys:
+        userPasswordKey: password
 
   # Redis Configuration (external KeyDB)
   redis:
@@ -578,6 +664,8 @@ langfuse:
     auth:
       username: "default"
       password: ""
+      existingSecret: "" # NOTE: for production use existing secret to fetch password
+      existingSecretPasswordKey: ""
 
   # ClickHouse Configuration (external ClickHouse)
   clickhouse:
@@ -588,6 +676,8 @@ langfuse:
     auth:
       username: "default"
       password: "changeme"
+      existingSecret: "" # NOTE: for production use existing secret to fetch password
+      existingSecretKey: ""
     migration:
       url: "clickhouse://rag-clickhouse:9000"
       ssl: false
@@ -618,8 +708,14 @@ langfuse:
     forcePathStyle: true
     accessKeyId:
       value: "admin"
+      secretKeyRef:
+        name: ""
+        key: ""
     secretAccessKey:
       value: "adminpassword"
+      secretKeyRef:
+        name: ""
+        key: ""
     eventUpload:
       enabled: true
       bucket: "langfuse"
@@ -628,8 +724,14 @@ langfuse:
       forcePathStyle: true
       accessKeyId:
         value: "admin"
+        secretKeyRef:
+          name: ""
+          key: ""
       secretAccessKey:
         value: "adminpassword"
+        secretKeyRef:
+          name: ""
+      key: ""
 
 minio:
   image:
@@ -670,3 +772,9 @@ keydb:
   multiMaster: "no"
   activeReplicas: "no"
   nodes: 1
+  # Authentication for the bundled KeyDB chart and the admin backend client.
+  password: "" # Inline password for development. Leave empty to disable auth or prefer existingSecret for production.
+  existingSecret: "" # Optional existing secret containing the KeyDB password.
+  existingSecretPasswordKey: "password"
+  auth:
+    username: "default"
diff --git a/libs/Dockerfile b/libs/Dockerfile
index 890c6962..2517810e 100644
--- a/libs/Dockerfile
+++ b/libs/Dockerfile
@@ -16,8 +16,18 @@ RUN DEBIAN_FRONTEND=noninteractive apt-get update \
 
 COPY . .
 
-RUN pip install poetry==1.8.3
+RUN pip install poetry==2.1.3
 
 WORKDIR /app/${DIRECTORY}
 RUN poetry config virtualenvs.create false
-RUN if [ "$TEST" = "1" ]; then rm ../poetry.lock; rm ../pyproject.toml; poetry install --with dev; else poetry install; fi
+RUN if [ "$TEST" = "1" ]; then \
+        rm ../poetry.lock; rm ../pyproject.toml; \
+        # Install rag-core-lib dependencies if testing libraries that depend on it \
+        if [ "${DIRECTORY}" = "admin-api-lib" ] || [ "${DIRECTORY}" = "rag-core-api" ]; then \
+            cd ../rag-core-lib && poetry install --with dev,test; \
+            cd ../${DIRECTORY}; \
+        fi; \
+        poetry install --with dev,test; \
+    else \
+        poetry install --with dev,lint; \
+    fi
diff --git a/libs/README.md b/libs/README.md
index bd6c5f71..a917214c 100644
--- a/libs/README.md
+++ b/libs/README.md
@@ -328,6 +328,7 @@ For sitemap sources, additional parameters can be provided, e.g.:
 - `web_path`: The URL of the XML sitemap to crawl
 - `filter_urls`: JSON array of URL patterns to filter pages (optional)
 - `header_template`: JSON object for custom HTTP headers (optional)
+- `continue_on_failure`: Whether to skip pages that fail to load instead of aborting the crawl (optional, default: `true`)
 
 Technically, all parameters of the `SitemapLoader` from LangChain can be provided.
 
diff --git a/libs/admin-api-lib/README.md b/libs/admin-api-lib/README.md
index 3c114ae6..45876d9f 100644
--- a/libs/admin-api-lib/README.md
+++ b/libs/admin-api-lib/README.md
@@ -67,6 +67,8 @@ All settings are powered by `pydantic-settings`, so you can use environment vari
 - `SUMMARIZER_MAXIMUM_INPUT_SIZE`, `SUMMARIZER_MAXIMUM_CONCURRENCY`, `SUMMARIZER_MAX_RETRIES`, etc. – tune summariser limits and retry behaviour.
 - `SOURCE_UPLOADER_TIMEOUT` – adjust how long non-file source ingestions wait before timing out.
 - `USECASE_KEYVALUE_HOST` / `USECASE_KEYVALUE_PORT` – configure the KeyDB/Redis instance that persists document status.
+- `USECASE_KEYVALUE_USERNAME` / `USECASE_KEYVALUE_PASSWORD` – optional credentials for authenticating against KeyDB/Redis.
+- `USECASE_KEYVALUE_USE_SSL`, `USECASE_KEYVALUE_SSL_CERT_REQS`, `USECASE_KEYVALUE_SSL_CA_CERTS`, `USECASE_KEYVALUE_SSL_CERTFILE`, `USECASE_KEYVALUE_SSL_KEYFILE`, `USECASE_KEYVALUE_SSL_CHECK_HOSTNAME` – optional TLS settings for managed Redis deployments (e.g., STACKIT Redis or other SSL-only endpoints).
 
 The Helm chart forwards these values through `adminBackend.envs.*`, keeping deployments declarative. Local development can rely on `.env` as described in the repository root README.
 
diff --git a/libs/admin-api-lib/poetry.lock b/libs/admin-api-lib/poetry.lock
index 3a1dfbf8..1eea2d8b 100644
--- a/libs/admin-api-lib/poetry.lock
+++ b/libs/admin-api-lib/poetry.lock
@@ -1,4 +1,4 @@
-# This file is automatically @generated by Poetry 2.2.1 and should not be changed by hand.
+# This file is automatically @generated by Poetry 2.3.1 and should not be changed by hand.
 
 [[package]]
 name = "aiohappyeyeballs"
@@ -220,7 +220,7 @@ version = "0.8.1"
 description = "Read/rewrite/write Python ASTs"
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,>=2.7"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "astor-0.8.1-py2.py3-none-any.whl", hash = "sha256:070a54e890cefb5b3739d19f30f5a5ec840ffc9c50ffa7d23cc9fc1a38ebbfc5"},
     {file = "astor-0.8.1.tar.gz", hash = "sha256:6a6effda93f4e1ce9f618779b2dd1d9d84f1e32812c23a29b3fff6fd7f63fa5e"},
@@ -232,7 +232,7 @@ version = "3.0.0"
 description = "Pretty print the output of python stdlib `ast.parse`."
 optional = false
 python-versions = ">=3.8"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "astpretty-3.0.0-py2.py3-none-any.whl", hash = "sha256:15bfd47593667169485a1fa7938b8de9445b11057d6f2b6e214b2f70667f94b6"},
     {file = "astpretty-3.0.0.tar.gz", hash = "sha256:b08c95f32e5994454ea99882ff3c4a0afc8254c38998a0ed4b479dba448dc581"},
@@ -244,7 +244,7 @@ version = "25.3.0"
 description = "Classes Without Boilerplate"
 optional = false
 python-versions = ">=3.8"
-groups = ["main", "dev"]
+groups = ["main", "lint"]
 files = [
     {file = "attrs-25.3.0-py3-none-any.whl", hash = "sha256:427318ce031701fea540783410126f03899a97ffc6f61596ad581ac2e40e3bc3"},
     {file = "attrs-25.3.0.tar.gz", hash = "sha256:75d7cefc7fb576747b2c81b4442d4d4a1ce0900973527c011d1030fd3bf4af1b"},
@@ -276,7 +276,7 @@ version = "1.8.6"
 description = "Security oriented static analyser for python code."
 optional = false
 python-versions = ">=3.9"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "bandit-1.8.6-py3-none-any.whl", hash = "sha256:3348e934d736fcdb68b6aa4030487097e23a501adf3e7827b63658df464dddd0"},
     {file = "bandit-1.8.6.tar.gz", hash = "sha256:dbfe9c25fc6961c2078593de55fd19f2559f9e45b99f1272341f5b95dea4e56b"},
@@ -301,7 +301,7 @@ version = "25.9.0"
 description = "The uncompromising code formatter."
 optional = false
 python-versions = ">=3.9"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "black-25.9.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:ce41ed2614b706fd55fd0b4a6909d06b5bab344ffbfadc6ef34ae50adba3d4f7"},
     {file = "black-25.9.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:2ab0ce111ef026790e9b13bd216fa7bc48edd934ffc4cbf78808b235793cbc92"},
@@ -582,7 +582,7 @@ version = "8.2.1"
 description = "Composable command line interface toolkit"
 optional = false
 python-versions = ">=3.10"
-groups = ["main", "dev"]
+groups = ["main", "lint"]
 files = [
     {file = "click-8.2.1-py3-none-any.whl", hash = "sha256:61a3265b914e850b85317d0b3109c7f8cd35a670f963866005d6ef1d5175a12b"},
     {file = "click-8.2.1.tar.gz", hash = "sha256:27c491cc05d968d271d5a1db13e3b5a184636d9d930f148c50b038f0d0646202"},
@@ -597,12 +597,12 @@ version = "0.4.6"
 description = "Cross-platform colored terminal text."
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,>=2.7"
-groups = ["main", "dev"]
+groups = ["main", "lint", "test"]
 files = [
     {file = "colorama-0.4.6-py2.py3-none-any.whl", hash = "sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6"},
     {file = "colorama-0.4.6.tar.gz", hash = "sha256:08695f5cb7ed6e0531a20572697297273c47b8cae5a63ffc6d6ed5c201be6e44"},
 ]
-markers = {main = "platform_system == \"Windows\"", dev = "platform_system == \"Windows\" or sys_platform == \"win32\""}
+markers = {main = "platform_system == \"Windows\"", lint = "platform_system == \"Windows\"", test = "sys_platform == \"win32\""}
 
 [[package]]
 name = "coloredlogs"
@@ -628,7 +628,7 @@ version = "7.10.7"
 description = "Code coverage measurement for Python"
 optional = false
 python-versions = ">=3.9"
-groups = ["dev"]
+groups = ["test"]
 files = [
     {file = "coverage-7.10.7-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:fc04cc7a3db33664e0c2d10eb8990ff6b3536f6842c9590ae8da4c614b9ed05a"},
     {file = "coverage-7.10.7-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:e201e015644e207139f7e2351980feb7040e6f4b2c2978892f3e3789d1c125e5"},
@@ -878,7 +878,7 @@ version = "2.3.0"
 description = "Removes commented-out code."
 optional = false
 python-versions = "*"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "eradicate-2.3.0-py3-none-any.whl", hash = "sha256:2b29b3dd27171f209e4ddd8204b70c02f0682ae95eecb353f10e8d72b149c63e"},
     {file = "eradicate-2.3.0.tar.gz", hash = "sha256:06df115be3b87d0fc1c483db22a2ebb12bcf40585722810d809cc770f5031c37"},
@@ -930,7 +930,7 @@ version = "7.3.0"
 description = "the modular source code checker: pep8 pyflakes and co"
 optional = false
 python-versions = ">=3.9"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "flake8-7.3.0-py2.py3-none-any.whl", hash = "sha256:b9696257b9ce8beb888cdbe31cf885c90d31928fe202be0889a7cdafad32f01e"},
     {file = "flake8-7.3.0.tar.gz", hash = "sha256:fe044858146b9fc69b551a4b490d69cf960fcb78ad1edcb84e7fbb1b4a8e3872"},
@@ -947,7 +947,7 @@ version = "0.1.0"
 description = "A flake8 extension that checks for type annotations complexity"
 optional = false
 python-versions = ">=3.9"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "flake8_annotations_complexity-0.1.0-py3-none-any.whl", hash = "sha256:102d75f5ba0c667cde9c563062f4e7c616ca84bf5bfdc9c1f960a2655133ce35"},
     {file = "flake8_annotations_complexity-0.1.0.tar.gz", hash = "sha256:98b86ef87de5331d2b61f3cf472dcf6b8ff1a5ddde46f78bc894b464f06e1414"},
@@ -962,7 +962,7 @@ version = "4.1.1"
 description = "Automated security testing with bandit and flake8."
 optional = false
 python-versions = ">=3.6"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "flake8_bandit-4.1.1-py3-none-any.whl", hash = "sha256:4c8a53eb48f23d4ef1e59293657181a3c989d0077c9952717e98a0eace43e06d"},
     {file = "flake8_bandit-4.1.1.tar.gz", hash = "sha256:068e09287189cbfd7f986e92605adea2067630b75380c6b5733dab7d87f9a84e"},
@@ -978,7 +978,7 @@ version = "0.4.0"
 description = "flake8 plugin to call black as a code style validator"
 optional = false
 python-versions = ">=3.9"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "flake8_black-0.4.0-py3-none-any.whl", hash = "sha256:288762d0c9ea065782d87eeecbcc20c69079d17fe1d0f0445f0eb0b0ffb80c39"},
     {file = "flake8_black-0.4.0.tar.gz", hash = "sha256:bf226868f695dee48d55ff6d7747e900709bfd6f605b7a378c70e711e3fc26cb"},
@@ -997,7 +997,7 @@ version = "24.12.12"
 description = "A plugin for flake8 finding likely bugs and design problems in your program. Contains warnings that don't belong in pyflakes and pycodestyle."
 optional = false
 python-versions = ">=3.8.1"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "flake8_bugbear-24.12.12-py3-none-any.whl", hash = "sha256:1b6967436f65ca22a42e5373aaa6f2d87966ade9aa38d4baf2a1be550767545e"},
     {file = "flake8_bugbear-24.12.12.tar.gz", hash = "sha256:46273cef0a6b6ff48ca2d69e472f41420a42a46e24b2a8972e4f0d6733d12a64"},
@@ -1016,7 +1016,7 @@ version = "2.5.0"
 description = "Check for python builtins being used as variables or parameters"
 optional = false
 python-versions = ">=3.8"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "flake8_builtins-2.5.0-py3-none-any.whl", hash = "sha256:8cac7c52c6f0708c0902b46b385bc7e368a9068965083796f1431c0d2e6550cf"},
     {file = "flake8_builtins-2.5.0.tar.gz", hash = "sha256:bdaa3dd823e4f5308c5e712d19fa5f69daa52781ea874f5ea9c3637bcf56faa6"},
@@ -1034,7 +1034,7 @@ version = "3.17.0"
 description = "A flake8 plugin to help you write better list/set/dict comprehensions."
 optional = false
 python-versions = ">=3.9"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "flake8_comprehensions-3.17.0-py3-none-any.whl", hash = "sha256:3943a9c6f2593c3bc5cc64106c2f89d63c6ecd49c8343597f8257b8fcfc8b0a2"},
     {file = "flake8_comprehensions-3.17.0.tar.gz", hash = "sha256:bf4fa102b2bf4d6c9e999e29e4b2724cbadffb70b937600fc782161be4dc0f4a"},
@@ -1049,7 +1049,7 @@ version = "1.7.0"
 description = "Extension for flake8 which uses pydocstyle to check docstrings"
 optional = false
 python-versions = ">=3.7"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "flake8_docstrings-1.7.0-py2.py3-none-any.whl", hash = "sha256:51f2344026da083fc084166a9353f5082b01f72901df422f74b4d953ae88ac75"},
     {file = "flake8_docstrings-1.7.0.tar.gz", hash = "sha256:4c8cc748dc16e6869728699e5d0d685da9a10b0ea718e090b1ba088e67a941af"},
@@ -1065,7 +1065,7 @@ version = "0.0.8"
 description = "Flake8 plugin to enforce Unix/Linux EOL consistency"
 optional = false
 python-versions = ">=3.8"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "flake8-eol-0.0.8.tar.gz", hash = "sha256:a12d836aef941de299984d6c7c4be58ab5d0953507bc68da3e15f09fee0a5e66"},
     {file = "flake8_eol-0.0.8-py3-none-any.whl", hash = "sha256:85759779b32250385cef6d97dd98abae61ec3619f93725857393f948702f06a5"},
@@ -1080,7 +1080,7 @@ version = "1.5.0"
 description = "Flake8 plugin to find commented out code"
 optional = false
 python-versions = ">=3.8,<4.0"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "flake8_eradicate-1.5.0-py3-none-any.whl", hash = "sha256:18acc922ad7de623f5247c7d5595da068525ec5437dd53b22ec2259b96ce9d22"},
     {file = "flake8_eradicate-1.5.0.tar.gz", hash = "sha256:aee636cb9ecb5594a7cd92d67ad73eb69909e5cc7bd81710cf9d00970f3983a6"},
@@ -1097,7 +1097,7 @@ version = "0.0.1a0"
 description = "A flake8 plugin to identify commonly unhandled exceptions."
 optional = false
 python-versions = "*"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "flake8_exceptions-0.0.1a0-py2.py3-none-any.whl", hash = "sha256:95b33f1491c794b872ca4f1fad5a7caa36b6a79e5c58fddec93e587816582907"},
     {file = "flake8_exceptions-0.0.1a0.tar.gz", hash = "sha256:824c402fcb82e9f4e45ab61eda2f0710202c61d55476f3123c0c27330abc01ed"},
@@ -1112,7 +1112,7 @@ version = "0.0.11"
 description = "A flake8 extension that checks expressions complexity"
 optional = false
 python-versions = ">=3.7"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "flake8_expression_complexity-0.0.11-py3-none-any.whl", hash = "sha256:b56bac37f7dd5d3d102a7111c89f6579c2cbd897b868147794c9ed12aadc627c"},
     {file = "flake8_expression_complexity-0.0.11.tar.gz", hash = "sha256:4dd8909fecbc20f53814cdcef9d0b04f61532764278d9b6e8026686812e96631"},
@@ -1128,7 +1128,7 @@ version = "0.0.5"
 description = "flake8 extension that checks function order within a class"
 optional = false
 python-versions = ">=3.6"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "flake8_function_order-0.0.5-py3-none-any.whl", hash = "sha256:58fd9cdf5584894318dd3949ce51b4000f28810adc053cb092f10911ffe9ec8e"},
     {file = "flake8_function_order-0.0.5.tar.gz", hash = "sha256:16185e1a126ddc7767add8e60616859e3364208fac3650b1c2c624f05c5e39dd"},
@@ -1144,7 +1144,7 @@ version = "2024.24.12"
 description = ""
 optional = false
 python-versions = "*"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "flake8_logging_format-2024.24.12-py3-none-any.whl", hash = "sha256:7d93c2107354b10a05b1a0d8ccd3a9bfb793aee108007765114c958a7541d674"},
 ]
@@ -1159,7 +1159,7 @@ version = "1.3.3"
 description = "The package provides base classes and utils for flake8 plugin writing"
 optional = false
 python-versions = ">=3.6,<4.0"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "flake8-plugin-utils-1.3.3.tar.gz", hash = "sha256:39f6f338d038b301c6fd344b06f2e81e382b68fa03c0560dff0d9b1791a11a2c"},
     {file = "flake8_plugin_utils-1.3.3-py3-none-any.whl", hash = "sha256:e4848c57d9d50f19100c2d75fa794b72df068666a9041b4b0409be923356a3ed"},
@@ -1171,7 +1171,7 @@ version = "1.2.3"
 description = "Flake8 plug-in loading the configuration from pyproject.toml"
 optional = false
 python-versions = ">= 3.6"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "flake8_pyproject-1.2.3-py3-none-any.whl", hash = "sha256:6249fe53545205af5e76837644dc80b4c10037e73a0e5db87ff562d75fb5bd4a"},
 ]
@@ -1188,7 +1188,7 @@ version = "2.1.0"
 description = "A flake8 plugin checking common style issues or inconsistencies with pytest-based tests."
 optional = false
 python-versions = ">=3.9"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "flake8_pytest_style-2.1.0-py3-none-any.whl", hash = "sha256:a0d6dddcd533bfc13f19b8445907be0330c5e6ccf7090bcd9d5fa5a0b1b65e71"},
     {file = "flake8_pytest_style-2.1.0.tar.gz", hash = "sha256:fee6befdb5915d600ef24e38d48a077d0dcffb032945ae0169486e7ff8a1079a"},
@@ -1203,7 +1203,7 @@ version = "3.4.0"
 description = "Flake8 lint for quotes."
 optional = false
 python-versions = "*"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "flake8-quotes-3.4.0.tar.gz", hash = "sha256:aad8492fb710a2d3eabe68c5f86a1428de650c8484127e14c43d0504ba30276c"},
 ]
@@ -1218,7 +1218,7 @@ version = "1.2.0"
 description = "Flake8 plugin that checks return values"
 optional = false
 python-versions = ">=3.6,<4.0"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "flake8-return-1.2.0.tar.gz", hash = "sha256:68dfa56582cd704febd02ad86dcf5df67e38e0836d62f1ceae7930d76d3dd955"},
     {file = "flake8_return-1.2.0-py3-none-any.whl", hash = "sha256:1f07af12954ed03ebe2c2aac2418f78b55374e9929d4956109664588f31582a1"},
@@ -1233,7 +1233,7 @@ version = "0.22.0"
 description = "flake8 plugin which checks for code that can be simplified"
 optional = false
 python-versions = ">=3.6.1"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "flake8_simplify-0.22.0-py3-none-any.whl", hash = "sha256:812c65bf49d7857093750df71fc9c4a925fc192bfca14ecf04570e224f17581f"},
     {file = "flake8_simplify-0.22.0.tar.gz", hash = "sha256:526421594d5815cf786a637c2a705223956f7e34872b6bb9f66c5ce3e28caaf9"},
@@ -1249,7 +1249,7 @@ version = "4.12.0"
 description = "A flake8 plugin that helps you write tidier imports."
 optional = false
 python-versions = ">=3.9"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "flake8_tidy_imports-4.12.0-py3-none-any.whl", hash = "sha256:ab1e31a5ce07518a31c0a34cd92551f4c27639ae2c35a21364680a0318da312e"},
     {file = "flake8_tidy_imports-4.12.0.tar.gz", hash = "sha256:9254788c3b6862c2fcec0250d2dc9af089afebff9c5b8a8ac8b9525b059b06db"},
@@ -1264,7 +1264,7 @@ version = "0.2.0"
 description = "flake8 plugin which checks use of deprecated typing.List, typing.Dict, etc."
 optional = false
 python-versions = "*"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "flake8_wot-0.2.0-py3-none-any.whl", hash = "sha256:4bd4f57204fbb13c33c34849ea763519e277293ff6e46a9e9ce7a5b801fab642"},
     {file = "flake8_wot-0.2.0.tar.gz", hash = "sha256:49368e90e9fb0dc04f65a441c1670e1ba631ca10458e8ebcc0382aa8215d598e"},
@@ -1740,7 +1740,7 @@ version = "2.1.0"
 description = "brain-dead simple config-ini parsing"
 optional = false
 python-versions = ">=3.8"
-groups = ["dev"]
+groups = ["test"]
 files = [
     {file = "iniconfig-2.1.0-py3-none-any.whl", hash = "sha256:9deba5723312380e77435581c6bf4935c94cbfab9b1ed33ef8d238ea168eb760"},
     {file = "iniconfig-2.1.0.tar.gz", hash = "sha256:3abbd2e30b36733fee78f9c7f7308f2d0050e88f0087fd25c2645f63c773e1c7"},
@@ -2177,7 +2177,7 @@ version = "3.0.0"
 description = "Python port of markdown-it. Markdown parsing, done right!"
 optional = false
 python-versions = ">=3.8"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "markdown-it-py-3.0.0.tar.gz", hash = "sha256:e3f60a94fa066dc52ec76661e37c851cb232d92f9886b15cb560aaada2df8feb"},
     {file = "markdown_it_py-3.0.0-py3-none-any.whl", hash = "sha256:355216845c60bd96232cd8d8c40e8f9765cc86f46880e43a8fd22dc1a1a8cab1"},
@@ -2222,7 +2222,7 @@ version = "0.7.0"
 description = "McCabe checker, plugin for flake8"
 optional = false
 python-versions = ">=3.6"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "mccabe-0.7.0-py2.py3-none-any.whl", hash = "sha256:6c2d30ab6be0e4a46919781807b4f0d834ebdd6c6e3dca0bda5a15f863427b6e"},
     {file = "mccabe-0.7.0.tar.gz", hash = "sha256:348e0240c33b60bbdf4e523192ef919f28cb2c3d7d5c7794f74009290f236325"},
@@ -2234,7 +2234,7 @@ version = "0.1.2"
 description = "Markdown URL utilities"
 optional = false
 python-versions = ">=3.7"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "mdurl-0.1.2-py3-none-any.whl", hash = "sha256:84008a41e51615a49fc9966191ff91509e3c40b939176e643fd50a5c2196b8f8"},
     {file = "mdurl-0.1.2.tar.gz", hash = "sha256:bb413d29f5eea38f31dd4754dd7377d4465116fb207585f97bf925588687c1ba"},
@@ -2384,7 +2384,7 @@ version = "1.1.0"
 description = "Type system extensions for programs checked with the mypy type checker."
 optional = false
 python-versions = ">=3.8"
-groups = ["main", "dev"]
+groups = ["main", "lint"]
 files = [
     {file = "mypy_extensions-1.1.0-py3-none-any.whl", hash = "sha256:1be4cccdb0f2482337c4743e60421de3a356cd97508abadd57d47403e94f5505"},
     {file = "mypy_extensions-1.1.0.tar.gz", hash = "sha256:52e68efc3284861e772bbcd66823fde5ae21fd2fdb51c62a211403730b916558"},
@@ -2804,7 +2804,7 @@ version = "24.2"
 description = "Core utilities for Python packages"
 optional = false
 python-versions = ">=3.8"
-groups = ["main", "dev"]
+groups = ["main", "lint", "test"]
 files = [
     {file = "packaging-24.2-py3-none-any.whl", hash = "sha256:09abb1bccd265c01f4a3aa3f7a7db064b36514d2cba19a2f694fe6150451a759"},
     {file = "packaging-24.2.tar.gz", hash = "sha256:c228a6dc5e932d346bc5739379109d49e8853dd8223571c7c5b55260edc0b97f"},
@@ -2816,7 +2816,7 @@ version = "0.12.1"
 description = "Utility library for gitignore style pattern matching of file paths."
 optional = false
 python-versions = ">=3.8"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "pathspec-0.12.1-py3-none-any.whl", hash = "sha256:a0d503e138a4c123b27490a4f7beda6a01c6f288df0e4a8b79c7eb0dc7b4cc08"},
     {file = "pathspec-0.12.1.tar.gz", hash = "sha256:a482d51503a1ab33b1c67a6c3813a26953dbdc71c31dacaef9a838c4e29f5712"},
@@ -2828,7 +2828,7 @@ version = "6.1.1"
 description = "Python Build Reasonableness"
 optional = false
 python-versions = ">=2.6"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "pbr-6.1.1-py2.py3-none-any.whl", hash = "sha256:38d4daea5d9fa63b3f626131b9d34947fd0c8be9b05a29276870580050a25a76"},
     {file = "pbr-6.1.1.tar.gz", hash = "sha256:93ea72ce6989eb2eed99d0f75721474f69ad88128afdef5ac377eb797c4bf76b"},
@@ -2843,7 +2843,7 @@ version = "0.15.1"
 description = "Check PEP-8 naming conventions, plugin for flake8"
 optional = false
 python-versions = ">=3.9"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "pep8_naming-0.15.1-py3-none-any.whl", hash = "sha256:eb63925e7fd9e028c7f7ee7b1e413ec03d1ee5de0e627012102ee0222c273c86"},
     {file = "pep8_naming-0.15.1.tar.gz", hash = "sha256:f6f4a499aba2deeda93c1f26ccc02f3da32b035c8b2db9696b730ef2c9639d29"},
@@ -2858,7 +2858,7 @@ version = "4.3.8"
 description = "A small Python package for determining appropriate platform-specific dirs, e.g. a `user data dir`."
 optional = false
 python-versions = ">=3.9"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "platformdirs-4.3.8-py3-none-any.whl", hash = "sha256:ff7059bb7eb1179e2685604f4aaf157cfd9535242bd23742eadc3c13542139b4"},
     {file = "platformdirs-4.3.8.tar.gz", hash = "sha256:3d512d96e16bcb959a814c9f348431070822a6496326a4be0911c40b5a74c2bc"},
@@ -2875,7 +2875,7 @@ version = "1.6.0"
 description = "plugin and hook calling mechanisms for python"
 optional = false
 python-versions = ">=3.9"
-groups = ["dev"]
+groups = ["test"]
 files = [
     {file = "pluggy-1.6.0-py3-none-any.whl", hash = "sha256:e920276dd6813095e9377c0bc5566d94c932c33b27a3e3945d8389c374dd4746"},
     {file = "pluggy-1.6.0.tar.gz", hash = "sha256:7dcc130b76258d33b90f61b658791dede3486c3e6bfb003ee5c9bfb396dd22f3"},
@@ -3020,7 +3020,7 @@ version = "2.14.0"
 description = "Python style guide checker"
 optional = false
 python-versions = ">=3.9"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "pycodestyle-2.14.0-py2.py3-none-any.whl", hash = "sha256:dd6bf7cb4ee77f8e016f9c8e74a35ddd9f67e1d5fd4184d86c3b98e07099f42d"},
     {file = "pycodestyle-2.14.0.tar.gz", hash = "sha256:c4b5b517d278089ff9d0abdec919cd97262a3367449ea1c8b49b91529167b783"},
@@ -3203,7 +3203,7 @@ version = "6.3.0"
 description = "Python docstring style checker"
 optional = false
 python-versions = ">=3.6"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "pydocstyle-6.3.0-py3-none-any.whl", hash = "sha256:118762d452a49d6b05e194ef344a55822987a462831ade91ec5c06fd2169d019"},
     {file = "pydocstyle-6.3.0.tar.gz", hash = "sha256:7ce43f0c0ac87b07494eb9c0b462c0b73e6ff276807f204d6b53edc72b7e44e1"},
@@ -3221,7 +3221,7 @@ version = "3.4.0"
 description = "passive checker of Python programs"
 optional = false
 python-versions = ">=3.9"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "pyflakes-3.4.0-py2.py3-none-any.whl", hash = "sha256:f742a7dbd0d9cb9ea41e9a24a918996e8170c799fa528688d40dd582c8265f4f"},
     {file = "pyflakes-3.4.0.tar.gz", hash = "sha256:b24f96fafb7d2ab0ec5075b7350b3d2d2218eab42003821c06344973d3ea2f58"},
@@ -3233,7 +3233,7 @@ version = "2.19.2"
 description = "Pygments is a syntax highlighting package written in Python."
 optional = false
 python-versions = ">=3.8"
-groups = ["dev"]
+groups = ["lint", "test"]
 files = [
     {file = "pygments-2.19.2-py3-none-any.whl", hash = "sha256:86540386c03d588bb81d44bc3928634ff26449851e99741617ecb9037ee5ec0b"},
     {file = "pygments-2.19.2.tar.gz", hash = "sha256:636cb2477cec7f8952536970bc533bc43743542f70392ae026374600add5b887"},
@@ -3264,7 +3264,7 @@ version = "8.4.2"
 description = "pytest: simple powerful testing with Python"
 optional = false
 python-versions = ">=3.9"
-groups = ["dev"]
+groups = ["test"]
 files = [
     {file = "pytest-8.4.2-py3-none-any.whl", hash = "sha256:872f880de3fc3a5bdc88a11b39c9710c3497a547cfa9320bc3c5e62fbf272e79"},
     {file = "pytest-8.4.2.tar.gz", hash = "sha256:86c0d0b93306b961d58d62a4db4879f27fe25513d4b969df351abdddb3c30e01"},
@@ -3286,7 +3286,7 @@ version = "1.2.0"
 description = "Pytest support for asyncio"
 optional = false
 python-versions = ">=3.9"
-groups = ["dev"]
+groups = ["test"]
 files = [
     {file = "pytest_asyncio-1.2.0-py3-none-any.whl", hash = "sha256:8e17ae5e46d8e7efe51ab6494dd2010f4ca8dae51652aa3c8d55acf50bfb2e99"},
     {file = "pytest_asyncio-1.2.0.tar.gz", hash = "sha256:c609a64a2a8768462d0c99811ddb8bd2583c33fd33cf7f21af1c142e824ffb57"},
@@ -3347,7 +3347,7 @@ version = "0.1.10"
 description = "A Fast, spec compliant Python 3.12+ tokenizer that runs on older Pythons."
 optional = false
 python-versions = ">=3.8"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "pytokens-0.1.10-py3-none-any.whl", hash = "sha256:db7b72284e480e69fb085d9f251f66b3d2df8b7166059261258ff35f50fb711b"},
     {file = "pytokens-0.1.10.tar.gz", hash = "sha256:c9a4bfa0be1d26aebce03e6884ba454e842f186a59ea43a6d3b25af58223c044"},
@@ -3362,7 +3362,7 @@ version = "6.0.3"
 description = "YAML parser and emitter for Python"
 optional = false
 python-versions = ">=3.8"
-groups = ["main", "dev"]
+groups = ["main", "lint"]
 files = [
     {file = "PyYAML-6.0.3-cp38-cp38-macosx_10_13_x86_64.whl", hash = "sha256:c2514fceb77bc5e7a2f7adfaa1feb2fb311607c9cb518dbc378688ec73d8292f"},
     {file = "PyYAML-6.0.3-cp38-cp38-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:9c57bb8c96f6d1808c030b1687b9b5fb476abaa47f0db9c0101f5e9f394e97f4"},
@@ -3441,7 +3441,7 @@ files = [
 
 [[package]]
 name = "rag-core-lib"
-version = "v3.4.0"
+version = "3.4.0"
 description = "The rag-core-lib contains the shared components of at least two of the rag libs."
 optional = false
 python-versions = "^3.13"
@@ -3651,7 +3651,7 @@ version = "14.0.0"
 description = "Render rich text, tables, progress bars, syntax highlighting, markdown and more to the terminal"
 optional = false
 python-versions = ">=3.8.0"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "rich-14.0.0-py3-none-any.whl", hash = "sha256:1c9491e1951aac09caffd42f448ee3d04e58923ffe14993f6e83068dc395d7e0"},
     {file = "rich-14.0.0.tar.gz", hash = "sha256:82f1bc23a6a21ebca4ae0c45af9bdbc492ed20231dcb63f297d6d1021a9d5725"},
@@ -3677,21 +3677,21 @@ files = [
 ]
 
 [package.dependencies]
-botocore = ">=1.37.4,<2.0a.0"
+botocore = ">=1.37.4,<2.0a0"
 
 [package.extras]
-crt = ["botocore[crt] (>=1.37.4,<2.0a.0)"]
+crt = ["botocore[crt] (>=1.37.4,<2.0a0)"]
 
 [[package]]
 name = "setuptools"
-version = "80.9.0"
+version = "80.8.0"
 description = "Easily download, build, install, upgrade, and uninstall Python packages"
 optional = false
 python-versions = ">=3.9"
-groups = ["dev"]
+groups = ["lint"]
 files = [
-    {file = "setuptools-80.9.0-py3-none-any.whl", hash = "sha256:062d34222ad13e0cc312a4c02d73f059e86a4acbfbdea8f8f76b28c99f306922"},
-    {file = "setuptools-80.9.0.tar.gz", hash = "sha256:f36b47402ecde768dbfafc46e8e4207b4360c654f1f3bb84475f0a28628fb19c"},
+    {file = "setuptools-80.8.0-py3-none-any.whl", hash = "sha256:95a60484590d24103af13b686121328cc2736bee85de8936383111e421b9edc0"},
+    {file = "setuptools-80.8.0.tar.gz", hash = "sha256:49f7af965996f26d43c8ae34539c8d99c5042fbff34302ea151eaa9c207cd257"},
 ]
 
 [package.extras]
@@ -3733,7 +3733,7 @@ version = "3.0.1"
 description = "This package provides 32 stemmers for 30 languages generated from Snowball algorithms."
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "snowballstemmer-3.0.1-py3-none-any.whl", hash = "sha256:6cd7b3897da8d6c9ffb968a6781fa6532dce9c3618a4b127d920dab764a19064"},
     {file = "snowballstemmer-3.0.1.tar.gz", hash = "sha256:6d5eeeec8e9f84d4d56b847692bacf79bc2c8e90c7f80ca4444ff8b6f2e52895"},
@@ -3859,7 +3859,7 @@ version = "5.4.1"
 description = "Manage dynamic plugins for Python applications"
 optional = false
 python-versions = ">=3.9"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "stevedore-5.4.1-py3-none-any.whl", hash = "sha256:d10a31c7b86cba16c1f6e8d15416955fc797052351a56af15e608ad20811fcfe"},
     {file = "stevedore-5.4.1.tar.gz", hash = "sha256:3135b5ae50fe12816ef291baff420acb727fcd356106e3e9cbfa9e5985cd6f4b"},
@@ -4611,4 +4611,4 @@ cffi = ["cffi (>=1.11)"]
 [metadata]
 lock-version = "2.1"
 python-versions = "^3.13"
-content-hash = "29d9b0e622b805487996c14f26b287db23f48b9d5a7058dabfc83200d125418b"
+content-hash = "2f6f12d3ba9593ded444681a89cec520c5cfe82237cd59074725ff057681c0fe"
diff --git a/libs/admin-api-lib/pyproject.toml b/libs/admin-api-lib/pyproject.toml
index 79ccec8a..687dbbe7 100644
--- a/libs/admin-api-lib/pyproject.toml
+++ b/libs/admin-api-lib/pyproject.toml
@@ -18,6 +18,11 @@ license = "Apache-2.0"
 repository = "https://github.com/stackitcloud/rag-template"
 homepage = "https://pypi.org/project/admin-api-lib"
 
+[[tool.poetry.source]]
+name = "testpypi"
+url = "https://test.pypi.org/simple/"
+priority = "explicit"
+
 [tool.flake8]
 exclude= [".eggs", "./libs/*", "./src/admin_api_lib/models/*", "./src/admin_api_lib/rag_backend_client/*", "./src/admin_api_lib/extractor_api_client/*", ".git", ".hg", ".mypy_cache", ".tox", ".venv", ".devcontainer", "venv", "_build", "buck-out", "build", "dist", "**/__init__.py"]
 statistics = true
@@ -74,10 +79,12 @@ known_local_folder = ["admin_api_lib", "rag_core_lib"]
 [tool.pylint]
 max-line-length = 120
 
-[tool.poetry.group.dev.dependencies]
-debugpy = "^1.8.14"
+[tool.poetry.group.test.dependencies]
 pytest = "^8.3.5"
+pytest-asyncio = "^1.0.0"
 coverage = "^7.8.0"
+
+[tool.poetry.group.lint.dependencies]
 flake8 = "^7.2.0"
 flake8-black = "^0.4.0"
 flake8-pyproject = "^1.2.3"
@@ -101,7 +108,9 @@ flake8-tidy-imports = "^4.10.0"
 black = "^25.1.0"
 flake8-logging-format = "^2024.24.12"
 flake8-docstrings = "^1.7.0"
-pytest-asyncio = "^1.0.0"
+
+[tool.poetry.group.dev.dependencies]
+debugpy = "^1.8.14"
 
 [tool.poetry.dependencies]
 rag-core-lib = {path = "../rag-core-lib"}
diff --git a/libs/admin-api-lib/src/admin_api_lib/impl/key_db/file_status_key_value_store.py b/libs/admin-api-lib/src/admin_api_lib/impl/key_db/file_status_key_value_store.py
index ef27b65a..826a4db9 100644
--- a/libs/admin-api-lib/src/admin_api_lib/impl/key_db/file_status_key_value_store.py
+++ b/libs/admin-api-lib/src/admin_api_lib/impl/key_db/file_status_key_value_store.py
@@ -1,6 +1,8 @@
 """Module containing the FileStatusKeyValueStore class."""
 
 import json
+import ssl
+from typing import Any
 
 from redis import Redis
 
@@ -37,9 +39,53 @@ def __init__(self, settings: KeyValueSettings):
         Parameters
         ----------
         settings : KeyValueSettings
-            The settings object containing the host and port information for the Redis connection.
+            The settings object containing the connection information for the Redis connection.
         """
-        self._redis = Redis(host=settings.host, port=settings.port, decode_responses=True)
+        redis_kwargs: dict[str, Any] = {
+            "host": settings.host,
+            "port": settings.port,
+            "decode_responses": True,
+            **self._build_ssl_kwargs(settings),
+        }
+        if settings.username:
+            redis_kwargs["username"] = settings.username
+        if settings.password:
+            redis_kwargs["password"] = settings.password
+
+        self._redis = Redis(**redis_kwargs)
+
+    @staticmethod
+    def _build_ssl_kwargs(settings: KeyValueSettings) -> dict[str, Any]:
+        """Build Redis SSL settings from configuration, mapping string values to ssl constants."""
+        if not settings.use_ssl:
+            return {}
+
+        cert_reqs_map = {
+            "required": ssl.CERT_REQUIRED,
+            "optional": ssl.CERT_OPTIONAL,
+            "none": ssl.CERT_NONE,
+            "cert_required": ssl.CERT_REQUIRED,
+            "cert_optional": ssl.CERT_OPTIONAL,
+            "cert_none": ssl.CERT_NONE,
+        }
+        ssl_cert_reqs = None
+        if settings.ssl_cert_reqs:
+            ssl_cert_reqs = cert_reqs_map.get(settings.ssl_cert_reqs.lower(), settings.ssl_cert_reqs)
+
+        ssl_kwargs: dict[str, Any] = {
+            "ssl": settings.use_ssl,
+            "ssl_check_hostname": settings.ssl_check_hostname,
+        }
+        if ssl_cert_reqs is not None:
+            ssl_kwargs["ssl_cert_reqs"] = ssl_cert_reqs
+        if settings.ssl_ca_certs:
+            ssl_kwargs["ssl_ca_certs"] = settings.ssl_ca_certs
+        if settings.ssl_certfile:
+            ssl_kwargs["ssl_certfile"] = settings.ssl_certfile
+        if settings.ssl_keyfile:
+            ssl_kwargs["ssl_keyfile"] = settings.ssl_keyfile
+
+        return ssl_kwargs
 
     @staticmethod
     def _to_str(file_name: str, file_status: Status) -> str:
diff --git a/libs/admin-api-lib/src/admin_api_lib/impl/settings/key_value_settings.py b/libs/admin-api-lib/src/admin_api_lib/impl/settings/key_value_settings.py
index 5acc6371..b992ce3a 100644
--- a/libs/admin-api-lib/src/admin_api_lib/impl/settings/key_value_settings.py
+++ b/libs/admin-api-lib/src/admin_api_lib/impl/settings/key_value_settings.py
@@ -14,6 +14,22 @@ class KeyValueSettings(BaseSettings):
         The hostname of the key value store.
     port : int
         The port number of the key value store.
+    username : str | None
+        Optional username for authenticating with the key value store.
+    password : str | None
+        Optional password for authenticating with the key value store.
+    use_ssl : bool
+        Whether to use SSL/TLS when connecting to the key value store.
+    ssl_cert_reqs : str | None
+        SSL certificate requirement level (e.g., 'required', 'optional', 'none').
+    ssl_ca_certs : str | None
+        Path to a CA bundle file for verifying the server certificate.
+    ssl_certfile : str | None
+        Path to the client SSL certificate file (if mutual TLS is required).
+    ssl_keyfile : str | None
+        Path to the client SSL private key file (if mutual TLS is required).
+    ssl_check_hostname : bool
+        Whether to verify the server hostname against the certificate.
     """
 
     class Config:
@@ -24,3 +40,11 @@ class Config:
 
     host: str = Field()
     port: int = Field()
+    username: str | None = Field(default=None)
+    password: str | None = Field(default=None)
+    use_ssl: bool = Field(default=False)
+    ssl_cert_reqs: str | None = Field(default=None)
+    ssl_ca_certs: str | None = Field(default=None)
+    ssl_certfile: str | None = Field(default=None)
+    ssl_keyfile: str | None = Field(default=None)
+    ssl_check_hostname: bool = Field(default=True)
diff --git a/libs/extractor-api-lib/poetry.lock b/libs/extractor-api-lib/poetry.lock
index 6a2d4b32..7663cb07 100644
--- a/libs/extractor-api-lib/poetry.lock
+++ b/libs/extractor-api-lib/poetry.lock
@@ -1,15 +1,15 @@
-# This file is automatically @generated by Poetry 2.2.1 and should not be changed by hand.
+# This file is automatically @generated by Poetry 2.3.1 and should not be changed by hand.
 
 [[package]]
 name = "accelerate"
-version = "1.11.0"
+version = "1.12.0"
 description = "Accelerate"
 optional = false
 python-versions = ">=3.10.0"
 groups = ["main"]
 files = [
-    {file = "accelerate-1.11.0-py3-none-any.whl", hash = "sha256:a628fa6beb069b8e549460fc449135d5bd8d73e7a11fd09f0bc9fc4ace7f06f1"},
-    {file = "accelerate-1.11.0.tar.gz", hash = "sha256:bb1caf2597b4cd632b917b5000c591d10730bb024a79746f1ee205bba80bd229"},
+    {file = "accelerate-1.12.0-py3-none-any.whl", hash = "sha256:3e2091cd341423207e2f084a6654b1efcd250dc326f2a37d6dde446e07cabb11"},
+    {file = "accelerate-1.12.0.tar.gz", hash = "sha256:70988c352feb481887077d2ab845125024b2a137a5090d6d7a32b57d03a45df6"},
 ]
 
 [package.dependencies]
@@ -251,22 +251,21 @@ files = [
 
 [[package]]
 name = "anyio"
-version = "4.11.0"
+version = "4.12.1"
 description = "High-level concurrency and networking framework on top of asyncio or Trio"
 optional = false
 python-versions = ">=3.9"
-groups = ["main", "tests"]
+groups = ["main", "test"]
 files = [
-    {file = "anyio-4.11.0-py3-none-any.whl", hash = "sha256:0287e96f4d26d4149305414d4e3bc32f0dcd0862365a4bddea19d7a1ec38c4fc"},
-    {file = "anyio-4.11.0.tar.gz", hash = "sha256:82a8d0b81e318cc5ce71a5f1f8b5c4e63619620b63141ef8c995fa0db95a57c4"},
+    {file = "anyio-4.12.1-py3-none-any.whl", hash = "sha256:d405828884fc140aa80a3c667b8beed277f1dfedec42ba031bd6ac3db606ab6c"},
+    {file = "anyio-4.12.1.tar.gz", hash = "sha256:41cfcc3a4c85d3f05c932da7c26d0201ac36f72abd4435ba90d0464a3ffed703"},
 ]
 
 [package.dependencies]
 idna = ">=2.8"
-sniffio = ">=1.1"
 
 [package.extras]
-trio = ["trio (>=0.31.0)"]
+trio = ["trio (>=0.31.0) ; python_version < \"3.10\"", "trio (>=0.32.0) ; python_version >= \"3.10\""]
 
 [[package]]
 name = "astor"
@@ -274,7 +273,7 @@ version = "0.8.1"
 description = "Read/rewrite/write Python ASTs"
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,>=2.7"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "astor-0.8.1-py2.py3-none-any.whl", hash = "sha256:070a54e890cefb5b3739d19f30f5a5ec840ffc9c50ffa7d23cc9fc1a38ebbfc5"},
     {file = "astor-0.8.1.tar.gz", hash = "sha256:6a6effda93f4e1ce9f618779b2dd1d9d84f1e32812c23a29b3fff6fd7f63fa5e"},
@@ -286,7 +285,7 @@ version = "3.0.0"
 description = "Pretty print the output of python stdlib `ast.parse`."
 optional = false
 python-versions = ">=3.8"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "astpretty-3.0.0-py2.py3-none-any.whl", hash = "sha256:15bfd47593667169485a1fa7938b8de9445b11057d6f2b6e214b2f70667f94b6"},
     {file = "astpretty-3.0.0.tar.gz", hash = "sha256:b08c95f32e5994454ea99882ff3c4a0afc8254c38998a0ed4b479dba448dc581"},
@@ -322,7 +321,7 @@ version = "25.4.0"
 description = "Classes Without Boilerplate"
 optional = false
 python-versions = ">=3.9"
-groups = ["main", "dev"]
+groups = ["main", "lint"]
 files = [
     {file = "attrs-25.4.0-py3-none-any.whl", hash = "sha256:adcf7e2a1fb3b36ac48d97835bb6d8ade15b8dcce26aba8bf1d14847b57a3373"},
     {file = "attrs-25.4.0.tar.gz", hash = "sha256:16d5969b87f0859ef33a48b35d55ac1be6e42ae49d5e853b597db70c35c57e11"},
@@ -406,14 +405,14 @@ typing-extensions = ">=4.6.0"
 
 [[package]]
 name = "azure-core"
-version = "1.36.0"
+version = "1.38.0"
 description = "Microsoft Azure Core Library for Python"
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
-    {file = "azure_core-1.36.0-py3-none-any.whl", hash = "sha256:fee9923a3a753e94a259563429f3644aaf05c486d45b1215d098115102d91d3b"},
-    {file = "azure_core-1.36.0.tar.gz", hash = "sha256:22e5605e6d0bf1d229726af56d9e92bc37b6e726b141a18be0b4d424131741b7"},
+    {file = "azure_core-1.38.0-py3-none-any.whl", hash = "sha256:ab0c9b2cd71fecb1842d52c965c95285d3cfb38902f6766e4a471f1cd8905335"},
+    {file = "azure_core-1.38.0.tar.gz", hash = "sha256:8194d2682245a3e4e3151a667c686464c3786fed7918b394d035bdcd61bb5993"},
 ]
 
 [package.dependencies]
@@ -457,14 +456,14 @@ files = [
 
 [[package]]
 name = "bandit"
-version = "1.8.6"
+version = "1.9.3"
 description = "Security oriented static analyser for python code."
 optional = false
-python-versions = ">=3.9"
-groups = ["dev"]
+python-versions = ">=3.10"
+groups = ["lint"]
 files = [
-    {file = "bandit-1.8.6-py3-none-any.whl", hash = "sha256:3348e934d736fcdb68b6aa4030487097e23a501adf3e7827b63658df464dddd0"},
-    {file = "bandit-1.8.6.tar.gz", hash = "sha256:dbfe9c25fc6961c2078593de55fd19f2559f9e45b99f1272341f5b95dea4e56b"},
+    {file = "bandit-1.9.3-py3-none-any.whl", hash = "sha256:4745917c88d2246def79748bde5e08b9d5e9b92f877863d43fab70cd8814ce6a"},
+    {file = "bandit-1.9.3.tar.gz", hash = "sha256:ade4b9b7786f89ef6fc7344a52b34558caec5da74cb90373aed01de88472f774"},
 ]
 
 [package.dependencies]
@@ -482,18 +481,18 @@ yaml = ["PyYAML"]
 
 [[package]]
 name = "beautifulsoup4"
-version = "4.14.2"
+version = "4.14.3"
 description = "Screen-scraping library"
 optional = false
 python-versions = ">=3.7.0"
 groups = ["main"]
 files = [
-    {file = "beautifulsoup4-4.14.2-py3-none-any.whl", hash = "sha256:5ef6fa3a8cbece8488d66985560f97ed091e22bbc4e9c2338508a9d5de6d4515"},
-    {file = "beautifulsoup4-4.14.2.tar.gz", hash = "sha256:2a98ab9f944a11acee9cc848508ec28d9228abfd522ef0fad6a02a72e0ded69e"},
+    {file = "beautifulsoup4-4.14.3-py3-none-any.whl", hash = "sha256:0918bfe44902e6ad8d57732ba310582e98da931428d231a5ecb9e7c703a735bb"},
+    {file = "beautifulsoup4-4.14.3.tar.gz", hash = "sha256:6292b1c5186d356bba669ef9f7f051757099565ad9ada5dd630bd9de5fa7fb86"},
 ]
 
 [package.dependencies]
-soupsieve = ">1.2"
+soupsieve = ">=1.6.1"
 typing-extensions = ">=4.0.0"
 
 [package.extras]
@@ -505,38 +504,39 @@ lxml = ["lxml"]
 
 [[package]]
 name = "black"
-version = "25.11.0"
+version = "25.12.0"
 description = "The uncompromising code formatter."
 optional = false
-python-versions = ">=3.9"
-groups = ["dev"]
-files = [
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 ]
 
 [package.dependencies]
@@ -555,34 +555,34 @@ uvloop = ["uvloop (>=0.15.2)"]
 
 [[package]]
 name = "boto3"
-version = "1.40.74"
+version = "1.42.32"
 description = "The AWS SDK for Python"
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
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-    {file = "boto3-1.40.74.tar.gz", hash = "sha256:484e46bf394b03a7c31b34f90945ebe1390cb1e2ac61980d128a9079beac87d4"},
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+    {file = "boto3-1.42.32.tar.gz", hash = "sha256:0ba535985f139cf38455efd91f3801fe72e5cce6ded2df5aadfd63177d509675"},
 ]
 
 [package.dependencies]
-botocore = ">=1.40.74,<1.41.0"
+botocore = ">=1.42.32,<1.43.0"
 jmespath = ">=0.7.1,<2.0.0"
-s3transfer = ">=0.14.0,<0.15.0"
+s3transfer = ">=0.16.0,<0.17.0"
 
 [package.extras]
 crt = ["botocore[crt] (>=1.21.0,<2.0a0)"]
 
 [[package]]
 name = "botocore"
-version = "1.40.74"
+version = "1.42.32"
 description = "Low-level, data-driven core of boto 3."
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
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 ]
 
 [package.dependencies]
@@ -591,7 +591,7 @@ python-dateutil = ">=2.1,<3.0.0"
 urllib3 = {version = ">=1.25.4,<2.2.0 || >2.2.0,<3", markers = "python_version >= \"3.10\""}
 
 [package.extras]
-crt = ["awscrt (==0.28.4)"]
+crt = ["awscrt (==0.29.2)"]
 
 [[package]]
 name = "camelot-py"
@@ -625,14 +625,14 @@ plot = ["matplotlib (>=3.7.5) ; python_version < \"3.12\"", "matplotlib (>=3.8.0
 
 [[package]]
 name = "certifi"
-version = "2025.11.12"
+version = "2026.1.4"
 description = "Python package for providing Mozilla's CA Bundle."
 optional = false
 python-versions = ">=3.7"
-groups = ["main", "tests"]
+groups = ["main", "test"]
 files = [
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+    {file = "certifi-2026.1.4.tar.gz", hash = "sha256:ac726dd470482006e014ad384921ed6438c457018f4b3d204aea4281258b2120"},
 ]
 
 [[package]]
@@ -874,7 +874,7 @@ version = "8.3.1"
 description = "Composable command line interface toolkit"
 optional = false
 python-versions = ">=3.10"
-groups = ["main", "dev"]
+groups = ["main", "lint"]
 files = [
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 description = "Cross-platform colored terminal text."
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,>=2.7"
-groups = ["main", "dev"]
+groups = ["main", "lint", "test"]
 files = [
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 ]
-markers = {main = "sys_platform == \"win32\" or platform_system == \"Windows\"", dev = "platform_system == \"Windows\" or sys_platform == \"win32\""}
+markers = {main = "platform_system == \"Windows\" or sys_platform == \"win32\"", lint = "platform_system == \"Windows\"", test = "sys_platform == \"win32\""}
 
 [[package]]
 name = "coloredlogs"
@@ -946,104 +946,104 @@ development = ["black", "flake8", "mypy", "pytest", "types-colorama"]
 
 [[package]]
 name = "coverage"
-version = "7.11.3"
+version = "7.13.1"
 description = "Code coverage measurement for Python"
 optional = false
 python-versions = ">=3.10"
-groups = ["dev"]
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@@ -1370,14 +1370,14 @@ vlm = ["accelerate (>=1.2.1,<2.0.0)", "mlx-vlm (>=0.3.0,<1.0.0) ; python_version
 
 [[package]]
 name = "docling-core"
-version = "2.51.1"
+version = "2.60.0"
 description = "A python library to define and validate data types in Docling."
 optional = false
 python-versions = "<4.0,>=3.9"
 groups = ["main"]
 files = [
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 [package.dependencies]
@@ -1391,29 +1391,29 @@ pyyaml = ">=5.1,<7.0.0"
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-typer = ">=0.12.5,<0.20.0"
+tree-sitter = {version = ">=0.23.2,<0.25.0", optional = true, markers = "extra == \"chunking\""}
+tree-sitter-c = {version = ">=0.23.4,<0.23.5", optional = true, markers = "extra == \"chunking\""}
+tree-sitter-javascript = {version = ">=0.23.1,<0.25.0", optional = true, markers = "extra == \"chunking\""}
+tree-sitter-python = {version = ">=0.23.6,<0.25.0", optional = true, markers = "extra == \"chunking\""}
+tree-sitter-typescript = {version = ">=0.23.2,<0.25.0", optional = true, markers = "extra == \"chunking\""}
+typer = ">=0.12.5,<0.22.0"
 typing-extensions = ">=4.12.2,<5.0.0"
 
 [package.extras]
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+examples = ["datasets (>=4.0.0)", "matplotlib (>=3.7.0)", "openpyxl (>=3.1.5)", "pandas (>=2.3.3)"]
 
 [[package]]
 name = "docling-ibm-models"
-version = "3.10.2"
+version = "3.10.3"
 description = "This package contains the AI models used by the Docling PDF conversion package"
 optional = false
 python-versions = "<4.0,>=3.9"
 groups = ["main"]
 files = [
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 ]
 
 [package.dependencies]
@@ -1437,45 +1437,39 @@ opencv-python-headless = ["opencv-python-headless (>=4.6.0.66,<5.0.0.0)"]
 
 [[package]]
 name = "docling-parse"
-version = "4.7.1"
+version = "4.7.3"
 description = "Simple package to extract text with coordinates from programmatic PDFs"
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
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+    {file = "docling_parse-4.7.3.tar.gz", hash = "sha256:5936e6bcb7969c2a13f38ecc75cada3b0919422dc845e96da4b0b7b3bbc394ce"},
 ]
 
 [package.dependencies]
@@ -1521,7 +1515,7 @@ version = "2.3.0"
 description = "Removes commented-out code."
 optional = false
 python-versions = "*"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "eradicate-2.3.0-py3-none-any.whl", hash = "sha256:2b29b3dd27171f209e4ddd8204b70c02f0682ae95eecb353f10e8d72b149c63e"},
     {file = "eradicate-2.3.0.tar.gz", hash = "sha256:06df115be3b87d0fc1c483db22a2ebb12bcf40585722810d809cc770f5031c37"},
@@ -1553,35 +1547,38 @@ files = [
 
 [[package]]
 name = "faker"
-version = "38.0.0"
+version = "40.1.2"
 description = "Faker is a Python package that generates fake data for you."
 optional = false
 python-versions = ">=3.10"
 groups = ["main"]
 files = [
-    {file = "faker-38.0.0-py3-none-any.whl", hash = "sha256:ad4ea6fbfaac2a75d92943e6a79c81f38ecff92378f6541dea9a677ec789a5b2"},
-    {file = "faker-38.0.0.tar.gz", hash = "sha256:797aa03fa86982dfb6206918acc10ebf3655bdaa89ddfd3e668d7cc69537331a"},
+    {file = "faker-40.1.2-py3-none-any.whl", hash = "sha256:93503165c165d330260e4379fd6dc07c94da90c611ed3191a0174d2ab9966a42"},
+    {file = "faker-40.1.2.tar.gz", hash = "sha256:b76a68163aa5f171d260fc24827a8349bc1db672f6a665359e8d0095e8135d30"},
 ]
 
 [package.dependencies]
-tzdata = "*"
+tzdata = {version = "*", markers = "platform_system == \"Windows\""}
+
+[package.extras]
+tzdata = ["tzdata"]
 
 [[package]]
 name = "fastapi"
-version = "0.121.2"
+version = "0.121.3"
 description = "FastAPI framework, high performance, easy to learn, fast to code, ready for production"
 optional = false
 python-versions = ">=3.8"
 groups = ["main"]
 files = [
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-    {file = "fastapi-0.121.2.tar.gz", hash = "sha256:ca8e932b2b823ec1721c641e3669472c855ad9564a2854c9899d904c2848b8b9"},
+    {file = "fastapi-0.121.3-py3-none-any.whl", hash = "sha256:0c78fc87587fcd910ca1bbf5bc8ba37b80e119b388a7206b39f0ecc95ebf53e9"},
+    {file = "fastapi-0.121.3.tar.gz", hash = "sha256:0055bc24fe53e56a40e9e0ad1ae2baa81622c406e548e501e717634e2dfbc40b"},
 ]
 
 [package.dependencies]
 annotated-doc = ">=0.0.2"
 pydantic = ">=1.7.4,<1.8 || >1.8,<1.8.1 || >1.8.1,<2.0.0 || >2.0.0,<2.0.1 || >2.0.1,<2.1.0 || >2.1.0,<3.0.0"
-starlette = ">=0.40.0,<0.50.0"
+starlette = ">=0.40.0,<0.51.0"
 typing-extensions = ">=4.8.0"
 
 [package.extras]
@@ -1608,14 +1605,14 @@ setuptools = ">=0.7.0"
 
 [[package]]
 name = "filelock"
-version = "3.20.0"
+version = "3.20.3"
 description = "A platform independent file lock."
 optional = false
 python-versions = ">=3.10"
 groups = ["main"]
 files = [
-    {file = "filelock-3.20.0-py3-none-any.whl", hash = "sha256:339b4732ffda5cd79b13f4e2711a31b0365ce445d95d243bb996273d072546a2"},
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+    {file = "filelock-3.20.3-py3-none-any.whl", hash = "sha256:4b0dda527ee31078689fc205ec4f1c1bf7d56cf88b6dc9426c4f230e46c2dce1"},
+    {file = "filelock-3.20.3.tar.gz", hash = "sha256:18c57ee915c7ec61cff0ecf7f0f869936c7c30191bb0cf406f1341778d0834e1"},
 ]
 
 [[package]]
@@ -1636,7 +1633,7 @@ version = "7.3.0"
 description = "the modular source code checker: pep8 pyflakes and co"
 optional = false
 python-versions = ">=3.9"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "flake8-7.3.0-py2.py3-none-any.whl", hash = "sha256:b9696257b9ce8beb888cdbe31cf885c90d31928fe202be0889a7cdafad32f01e"},
     {file = "flake8-7.3.0.tar.gz", hash = "sha256:fe044858146b9fc69b551a4b490d69cf960fcb78ad1edcb84e7fbb1b4a8e3872"},
@@ -1653,7 +1650,7 @@ version = "0.1.0"
 description = "A flake8 extension that checks for type annotations complexity"
 optional = false
 python-versions = ">=3.9"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "flake8_annotations_complexity-0.1.0-py3-none-any.whl", hash = "sha256:102d75f5ba0c667cde9c563062f4e7c616ca84bf5bfdc9c1f960a2655133ce35"},
     {file = "flake8_annotations_complexity-0.1.0.tar.gz", hash = "sha256:98b86ef87de5331d2b61f3cf472dcf6b8ff1a5ddde46f78bc894b464f06e1414"},
@@ -1668,7 +1665,7 @@ version = "4.1.1"
 description = "Automated security testing with bandit and flake8."
 optional = false
 python-versions = ">=3.6"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "flake8_bandit-4.1.1-py3-none-any.whl", hash = "sha256:4c8a53eb48f23d4ef1e59293657181a3c989d0077c9952717e98a0eace43e06d"},
     {file = "flake8_bandit-4.1.1.tar.gz", hash = "sha256:068e09287189cbfd7f986e92605adea2067630b75380c6b5733dab7d87f9a84e"},
@@ -1684,7 +1681,7 @@ version = "0.4.0"
 description = "flake8 plugin to call black as a code style validator"
 optional = false
 python-versions = ">=3.9"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "flake8_black-0.4.0-py3-none-any.whl", hash = "sha256:288762d0c9ea065782d87eeecbcc20c69079d17fe1d0f0445f0eb0b0ffb80c39"},
     {file = "flake8_black-0.4.0.tar.gz", hash = "sha256:bf226868f695dee48d55ff6d7747e900709bfd6f605b7a378c70e711e3fc26cb"},
@@ -1703,7 +1700,7 @@ version = "24.12.12"
 description = "A plugin for flake8 finding likely bugs and design problems in your program. Contains warnings that don't belong in pyflakes and pycodestyle."
 optional = false
 python-versions = ">=3.8.1"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "flake8_bugbear-24.12.12-py3-none-any.whl", hash = "sha256:1b6967436f65ca22a42e5373aaa6f2d87966ade9aa38d4baf2a1be550767545e"},
     {file = "flake8_bugbear-24.12.12.tar.gz", hash = "sha256:46273cef0a6b6ff48ca2d69e472f41420a42a46e24b2a8972e4f0d6733d12a64"},
@@ -1722,7 +1719,7 @@ version = "2.5.0"
 description = "Check for python builtins being used as variables or parameters"
 optional = false
 python-versions = ">=3.8"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "flake8_builtins-2.5.0-py3-none-any.whl", hash = "sha256:8cac7c52c6f0708c0902b46b385bc7e368a9068965083796f1431c0d2e6550cf"},
     {file = "flake8_builtins-2.5.0.tar.gz", hash = "sha256:bdaa3dd823e4f5308c5e712d19fa5f69daa52781ea874f5ea9c3637bcf56faa6"},
@@ -1740,7 +1737,7 @@ version = "3.17.0"
 description = "A flake8 plugin to help you write better list/set/dict comprehensions."
 optional = false
 python-versions = ">=3.9"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "flake8_comprehensions-3.17.0-py3-none-any.whl", hash = "sha256:3943a9c6f2593c3bc5cc64106c2f89d63c6ecd49c8343597f8257b8fcfc8b0a2"},
     {file = "flake8_comprehensions-3.17.0.tar.gz", hash = "sha256:bf4fa102b2bf4d6c9e999e29e4b2724cbadffb70b937600fc782161be4dc0f4a"},
@@ -1755,7 +1752,7 @@ version = "1.7.0"
 description = "Extension for flake8 which uses pydocstyle to check docstrings"
 optional = false
 python-versions = ">=3.7"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "flake8_docstrings-1.7.0-py2.py3-none-any.whl", hash = "sha256:51f2344026da083fc084166a9353f5082b01f72901df422f74b4d953ae88ac75"},
     {file = "flake8_docstrings-1.7.0.tar.gz", hash = "sha256:4c8cc748dc16e6869728699e5d0d685da9a10b0ea718e090b1ba088e67a941af"},
@@ -1771,7 +1768,7 @@ version = "0.0.8"
 description = "Flake8 plugin to enforce Unix/Linux EOL consistency"
 optional = false
 python-versions = ">=3.8"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "flake8-eol-0.0.8.tar.gz", hash = "sha256:a12d836aef941de299984d6c7c4be58ab5d0953507bc68da3e15f09fee0a5e66"},
     {file = "flake8_eol-0.0.8-py3-none-any.whl", hash = "sha256:85759779b32250385cef6d97dd98abae61ec3619f93725857393f948702f06a5"},
@@ -1786,7 +1783,7 @@ version = "1.5.0"
 description = "Flake8 plugin to find commented out code"
 optional = false
 python-versions = ">=3.8,<4.0"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "flake8_eradicate-1.5.0-py3-none-any.whl", hash = "sha256:18acc922ad7de623f5247c7d5595da068525ec5437dd53b22ec2259b96ce9d22"},
     {file = "flake8_eradicate-1.5.0.tar.gz", hash = "sha256:aee636cb9ecb5594a7cd92d67ad73eb69909e5cc7bd81710cf9d00970f3983a6"},
@@ -1803,7 +1800,7 @@ version = "0.0.1a0"
 description = "A flake8 plugin to identify commonly unhandled exceptions."
 optional = false
 python-versions = "*"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "flake8_exceptions-0.0.1a0-py2.py3-none-any.whl", hash = "sha256:95b33f1491c794b872ca4f1fad5a7caa36b6a79e5c58fddec93e587816582907"},
     {file = "flake8_exceptions-0.0.1a0.tar.gz", hash = "sha256:824c402fcb82e9f4e45ab61eda2f0710202c61d55476f3123c0c27330abc01ed"},
@@ -1818,7 +1815,7 @@ version = "0.0.11"
 description = "A flake8 extension that checks expressions complexity"
 optional = false
 python-versions = ">=3.7"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "flake8_expression_complexity-0.0.11-py3-none-any.whl", hash = "sha256:b56bac37f7dd5d3d102a7111c89f6579c2cbd897b868147794c9ed12aadc627c"},
     {file = "flake8_expression_complexity-0.0.11.tar.gz", hash = "sha256:4dd8909fecbc20f53814cdcef9d0b04f61532764278d9b6e8026686812e96631"},
@@ -1834,7 +1831,7 @@ version = "0.0.5"
 description = "flake8 extension that checks function order within a class"
 optional = false
 python-versions = ">=3.6"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "flake8_function_order-0.0.5-py3-none-any.whl", hash = "sha256:58fd9cdf5584894318dd3949ce51b4000f28810adc053cb092f10911ffe9ec8e"},
     {file = "flake8_function_order-0.0.5.tar.gz", hash = "sha256:16185e1a126ddc7767add8e60616859e3364208fac3650b1c2c624f05c5e39dd"},
@@ -1850,7 +1847,7 @@ version = "2024.24.12"
 description = ""
 optional = false
 python-versions = "*"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "flake8_logging_format-2024.24.12-py3-none-any.whl", hash = "sha256:7d93c2107354b10a05b1a0d8ccd3a9bfb793aee108007765114c958a7541d674"},
 ]
@@ -1865,7 +1862,7 @@ version = "1.3.3"
 description = "The package provides base classes and utils for flake8 plugin writing"
 optional = false
 python-versions = ">=3.6,<4.0"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "flake8-plugin-utils-1.3.3.tar.gz", hash = "sha256:39f6f338d038b301c6fd344b06f2e81e382b68fa03c0560dff0d9b1791a11a2c"},
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@@ -1873,20 +1870,20 @@ files = [
 
 [[package]]
 name = "flake8-pyproject"
-version = "1.2.3"
+version = "1.2.4"
 description = "Flake8 plug-in loading the configuration from pyproject.toml"
 optional = false
-python-versions = ">= 3.6"
-groups = ["dev"]
+python-versions = ">=3.6"
+groups = ["lint"]
 files = [
-    {file = "flake8_pyproject-1.2.3-py3-none-any.whl", hash = "sha256:6249fe53545205af5e76837644dc80b4c10037e73a0e5db87ff562d75fb5bd4a"},
+    {file = "flake8_pyproject-1.2.4-py3-none-any.whl", hash = "sha256:ea34c057f9a9329c76d98723bb2bb498cc6ba8ff9872c4d19932d48c91249a77"},
 ]
 
 [package.dependencies]
 Flake8 = ">=5"
 
 [package.extras]
-dev = ["pyTest", "pyTest-cov"]
+dev = ["Flit (>=3.4)", "pyTest (>=7)", "pyTest-cov (>=7) ; python_version >= \"3.10\""]
 
 [[package]]
 name = "flake8-pytest-style"
@@ -1894,7 +1891,7 @@ version = "2.2.0"
 description = "A flake8 plugin checking common style issues or inconsistencies with pytest-based tests."
 optional = false
 python-versions = ">=3.10"
-groups = ["dev"]
+groups = ["lint"]
 files = [
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     {file = "flake8_pytest_style-2.2.0.tar.gz", hash = "sha256:d23a33294bccfb9f1b11aaf5212256727b299b9c9b17cf21e230c52c1095a468"},
@@ -1909,7 +1906,7 @@ version = "3.4.0"
 description = "Flake8 lint for quotes."
 optional = false
 python-versions = "*"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "flake8-quotes-3.4.0.tar.gz", hash = "sha256:aad8492fb710a2d3eabe68c5f86a1428de650c8484127e14c43d0504ba30276c"},
 ]
@@ -1924,7 +1921,7 @@ version = "1.2.0"
 description = "Flake8 plugin that checks return values"
 optional = false
 python-versions = ">=3.6,<4.0"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "flake8-return-1.2.0.tar.gz", hash = "sha256:68dfa56582cd704febd02ad86dcf5df67e38e0836d62f1ceae7930d76d3dd955"},
     {file = "flake8_return-1.2.0-py3-none-any.whl", hash = "sha256:1f07af12954ed03ebe2c2aac2418f78b55374e9929d4956109664588f31582a1"},
@@ -1939,7 +1936,7 @@ version = "0.22.0"
 description = "flake8 plugin which checks for code that can be simplified"
 optional = false
 python-versions = ">=3.6.1"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "flake8_simplify-0.22.0-py3-none-any.whl", hash = "sha256:812c65bf49d7857093750df71fc9c4a925fc192bfca14ecf04570e224f17581f"},
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@@ -1955,7 +1952,7 @@ version = "4.12.0"
 description = "A flake8 plugin that helps you write tidier imports."
 optional = false
 python-versions = ">=3.9"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "flake8_tidy_imports-4.12.0-py3-none-any.whl", hash = "sha256:ab1e31a5ce07518a31c0a34cd92551f4c27639ae2c35a21364680a0318da312e"},
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@@ -1970,7 +1967,7 @@ version = "0.2.0"
 description = "flake8 plugin which checks use of deprecated typing.List, typing.Dict, etc."
 optional = false
 python-versions = "*"
-groups = ["dev"]
+groups = ["lint"]
 files = [
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@@ -1981,14 +1978,13 @@ flake8 = ">=3.7"
 
 [[package]]
 name = "flatbuffers"
-version = "25.9.23"
+version = "25.12.19"
 description = "The FlatBuffers serialization format for Python"
 optional = false
 python-versions = "*"
 groups = ["main"]
 files = [
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+    {file = "flatbuffers-25.12.19-py2.py3-none-any.whl", hash = "sha256:7634f50c427838bb021c2d66a3d1168e9d199b0607e6329399f04846d42e20b4"},
 ]
 
 [[package]]
@@ -2176,67 +2172,61 @@ tqdm = ["tqdm"]
 
 [[package]]
 name = "greenlet"
-version = "3.2.4"
+version = "3.3.0"
 description = "Lightweight in-process concurrent programming"
 optional = false
-python-versions = ">=3.9"
+python-versions = ">=3.10"
 groups = ["main"]
 markers = "platform_machine == \"aarch64\" or platform_machine == \"ppc64le\" or platform_machine == \"x86_64\" or platform_machine == \"amd64\" or platform_machine == \"AMD64\" or platform_machine == \"win32\" or platform_machine == \"WIN32\""
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 ]
 
 [package.extras]
@@ -2249,7 +2239,7 @@ version = "0.16.0"
 description = "A pure-Python, bring-your-own-I/O implementation of HTTP/1.1"
 optional = false
 python-versions = ">=3.8"
-groups = ["main", "tests"]
+groups = ["main", "test"]
 files = [
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     {file = "h11-0.16.0.tar.gz", hash = "sha256:4e35b956cf45792e4caa5885e69fba00bdbc6ffafbfa020300e549b208ee5ff1"},
@@ -2262,7 +2252,7 @@ description = "Fast transfer of large files with the Hugging Face Hub."
 optional = false
 python-versions = ">=3.8"
 groups = ["main"]
-markers = "platform_machine == \"x86_64\" or platform_machine == \"amd64\" or platform_machine == \"arm64\" or platform_machine == \"aarch64\""
+markers = "sys_platform == \"darwin\" and (platform_machine == \"x86_64\" or platform_machine == \"amd64\" or platform_machine == \"arm64\" or platform_machine == \"aarch64\") or platform_machine == \"arm64\" or platform_machine == \"x86_64\" or platform_machine == \"amd64\" or platform_machine == \"aarch64\""
 files = [
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@@ -2319,7 +2309,7 @@ version = "1.0.9"
 description = "A minimal low-level HTTP client."
 optional = false
 python-versions = ">=3.8"
-groups = ["main", "tests"]
+groups = ["main", "test"]
 files = [
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@@ -2341,7 +2331,7 @@ version = "0.28.1"
 description = "The next generation HTTP client."
 optional = false
 python-versions = ">=3.8"
-groups = ["main", "tests"]
+groups = ["main", "test"]
 files = [
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@@ -2432,7 +2422,7 @@ version = "3.11"
 description = "Internationalized Domain Names in Applications (IDNA)"
 optional = false
 python-versions = ">=3.8"
-groups = ["main", "tests"]
+groups = ["main", "test"]
 files = [
     {file = "idna-3.11-py3-none-any.whl", hash = "sha256:771a87f49d9defaf64091e6e6fe9c18d4833f140bd19464795bc32d966ca37ea"},
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@@ -2447,7 +2437,7 @@ version = "2.3.0"
 description = "brain-dead simple config-ini parsing"
 optional = false
 python-versions = ">=3.10"
-groups = ["dev"]
+groups = ["test"]
 files = [
     {file = "iniconfig-2.3.0-py3-none-any.whl", hash = "sha256:f631c04d2c48c52b84d0d0549c99ff3859c98df65b3101406327ecc7d53fbf12"},
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@@ -2497,14 +2487,14 @@ files = [
 
 [[package]]
 name = "joblib"
-version = "1.5.2"
+version = "1.5.3"
 description = "Lightweight pipelining with Python functions"
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
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-    {file = "joblib-1.5.2.tar.gz", hash = "sha256:3faa5c39054b2f03ca547da9b2f52fde67c06240c31853f306aea97f13647b55"},
+    {file = "joblib-1.5.3-py3-none-any.whl", hash = "sha256:5fc3c5039fc5ca8c0276333a188bbd59d6b7ab37fe6632daa76bc7f9ec18e713"},
+    {file = "joblib-1.5.3.tar.gz", hash = "sha256:8561a3269e6801106863fd0d6d84bb737be9e7631e33aaed3fb9ce5953688da3"},
 ]
 
 [[package]]
@@ -2563,21 +2553,21 @@ files = [
 
 [[package]]
 name = "jsonschema"
-version = "4.25.1"
+version = "4.26.0"
 description = "An implementation of JSON Schema validation for Python"
 optional = false
-python-versions = ">=3.9"
+python-versions = ">=3.10"
 groups = ["main"]
 files = [
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-    {file = "jsonschema-4.25.1.tar.gz", hash = "sha256:e4a9655ce0da0c0b67a085847e00a3a51449e1157f4f75e9fb5aa545e122eb85"},
+    {file = "jsonschema-4.26.0-py3-none-any.whl", hash = "sha256:d489f15263b8d200f8387e64b4c3a75f06629559fb73deb8fdfb525f2dab50ce"},
+    {file = "jsonschema-4.26.0.tar.gz", hash = "sha256:0c26707e2efad8aa1bfc5b7ce170f3fccc2e4918ff85989ba9ffa9facb2be326"},
 ]
 
 [package.dependencies]
 attrs = ">=22.2.0"
-jsonschema-specifications = ">=2023.03.6"
+jsonschema-specifications = ">=2023.3.6"
 referencing = ">=0.28.4"
-rpds-py = ">=0.7.1"
+rpds-py = ">=0.25.0"
 
 [package.extras]
 format = ["fqdn", "idna", "isoduration", "jsonpointer (>1.13)", "rfc3339-validator", "rfc3987", "uri-template", "webcolors (>=1.11)"]
@@ -2600,19 +2590,19 @@ referencing = ">=0.31.0"
 
 [[package]]
 name = "langchain-classic"
-version = "1.0.0"
+version = "1.0.1"
 description = "Building applications with LLMs through composability"
 optional = false
 python-versions = "<4.0.0,>=3.10.0"
 groups = ["main"]
 files = [
-    {file = "langchain_classic-1.0.0-py3-none-any.whl", hash = "sha256:97f71f150c10123f5511c08873f030e35ede52311d729a7688c721b4e1e01f33"},
-    {file = "langchain_classic-1.0.0.tar.gz", hash = "sha256:a63655609254ebc36d660eb5ad7c06c778b2e6733c615ffdac3eac4fbe2b12c5"},
+    {file = "langchain_classic-1.0.1-py3-none-any.whl", hash = "sha256:131d83a02bb80044c68fedc1ab4ae885d5b8f8c2c742d8ab9e7534ad9cda8e80"},
+    {file = "langchain_classic-1.0.1.tar.gz", hash = "sha256:40a499684df36b005a1213735dc7f8dca8f5eb67978d6ec763e7a49780864fdc"},
 ]
 
 [package.dependencies]
-langchain-core = ">=1.0.0,<2.0.0"
-langchain-text-splitters = ">=1.0.0,<2.0.0"
+langchain-core = ">=1.2.5,<2.0.0"
+langchain-text-splitters = ">=1.1.0,<2.0.0"
 langsmith = ">=0.1.17,<1.0.0"
 pydantic = ">=2.7.4,<3.0.0"
 pyyaml = ">=5.3.0,<7.0.0"
@@ -2627,6 +2617,7 @@ fireworks = ["langchain-fireworks"]
 google-genai = ["langchain-google-genai"]
 google-vertexai = ["langchain-google-vertexai"]
 groq = ["langchain-groq"]
+huggingface = ["langchain-huggingface"]
 mistralai = ["langchain-mistralai"]
 ollama = ["langchain-ollama"]
 openai = ["langchain-openai"]
@@ -2662,14 +2653,14 @@ tenacity = ">=8.1.0,<8.4.0 || >8.4.0,<10.0.0"
 
 [[package]]
 name = "langchain-core"
-version = "1.2.6"
+version = "1.2.7"
 description = "Building applications with LLMs through composability"
 optional = false
 python-versions = "<4.0.0,>=3.10.0"
 groups = ["main"]
 files = [
-    {file = "langchain_core-1.2.6-py3-none-any.whl", hash = "sha256:aa6ed954b4b1f4504937fe75fdf674317027e9a91ba7a97558b0de3dc8004e34"},
-    {file = "langchain_core-1.2.6.tar.gz", hash = "sha256:b4e7841dd7f8690375aa07c54739178dc2c635147d475e0c2955bf82a1afa498"},
+    {file = "langchain_core-1.2.7-py3-none-any.whl", hash = "sha256:452f4fef7a3d883357b22600788d37e3d8854ef29da345b7ac7099f33c31828b"},
+    {file = "langchain_core-1.2.7.tar.gz", hash = "sha256:e1460639f96c352b4a41c375f25aeb8d16ffc1769499fb1c20503aad59305ced"},
 ]
 
 [package.dependencies]
@@ -2684,18 +2675,18 @@ uuid-utils = ">=0.12.0,<1.0"
 
 [[package]]
 name = "langchain-text-splitters"
-version = "1.0.0"
+version = "1.1.0"
 description = "LangChain text splitting utilities"
 optional = false
 python-versions = "<4.0.0,>=3.10.0"
 groups = ["main"]
 files = [
-    {file = "langchain_text_splitters-1.0.0-py3-none-any.whl", hash = "sha256:f00c8219d3468f2c5bd951b708b6a7dd9bc3c62d0cfb83124c377f7170f33b2e"},
-    {file = "langchain_text_splitters-1.0.0.tar.gz", hash = "sha256:d8580a20ad7ed10b432feb273e5758b2cc0902d094919629cec0e1ad691a6744"},
+    {file = "langchain_text_splitters-1.1.0-py3-none-any.whl", hash = "sha256:f00341fe883358786104a5f881375ac830a4dd40253ecd42b4c10536c6e4693f"},
+    {file = "langchain_text_splitters-1.1.0.tar.gz", hash = "sha256:75e58acb7585dc9508f3cd9d9809cb14751283226c2d6e21fb3a9ae57582ca22"},
 ]
 
 [package.dependencies]
-langchain-core = ">=1.0.0,<2.0.0"
+langchain-core = ">=1.2.0,<2.0.0"
 
 [[package]]
 name = "langdetect"
@@ -2714,23 +2705,24 @@ six = "*"
 
 [[package]]
 name = "langsmith"
-version = "0.4.43"
+version = "0.6.4"
 description = "Client library to connect to the LangSmith Observability and Evaluation Platform."
 optional = false
 python-versions = ">=3.10"
 groups = ["main"]
 files = [
-    {file = "langsmith-0.4.43-py3-none-any.whl", hash = "sha256:c97846a0b15061bc15844aac32fd1ce4a8e50983905f80a0d6079bb41b112ae3"},
-    {file = "langsmith-0.4.43.tar.gz", hash = "sha256:75c2468ab740438adfb32af8595ad8837c3af2bd1cdaf057d534182c5a07407a"},
+    {file = "langsmith-0.6.4-py3-none-any.whl", hash = "sha256:ac4835860160be371042c7adbba3cb267bcf8d96a5ea976c33a8a4acad6c5486"},
+    {file = "langsmith-0.6.4.tar.gz", hash = "sha256:36f7223a01c218079fbb17da5e536ebbaf5c1468c028abe070aa3ae59bc99ec8"},
 ]
 
 [package.dependencies]
 httpx = ">=0.23.0,<1"
 orjson = {version = ">=3.9.14", markers = "platform_python_implementation != \"PyPy\""}
 packaging = ">=23.2"
-pydantic = ">=1,<3"
+pydantic = ">=2,<3"
 requests = ">=2.0.0"
 requests-toolbelt = ">=1.0.0"
+uuid-utils = ">=0.12.0,<1.0"
 zstandard = ">=0.23.0"
 
 [package.extras]
@@ -2921,8 +2913,8 @@ files = [
 click = ">=8.1.7"
 numpy = {version = ">=2.1.0", markers = "python_version >= \"3.13\""}
 onnxruntime = [
-    {version = ">=1.17.0,<=1.20.1", markers = "sys_platform == \"win32\" and python_version > \"3.9\""},
     {version = ">=1.17.0", markers = "python_version > \"3.9\" and sys_platform != \"win32\""},
+    {version = ">=1.17.0,<=1.20.1", markers = "sys_platform == \"win32\" and python_version > \"3.9\""},
 ]
 python-dotenv = ">=1.0.1"
 
@@ -2947,7 +2939,7 @@ version = "4.0.0"
 description = "Python port of markdown-it. Markdown parsing, done right!"
 optional = false
 python-versions = ">=3.10"
-groups = ["main", "dev"]
+groups = ["main", "lint"]
 files = [
     {file = "markdown_it_py-4.0.0-py3-none-any.whl", hash = "sha256:87327c59b172c5011896038353a81343b6754500a08cd7a4973bb48c6d578147"},
     {file = "markdown_it_py-4.0.0.tar.gz", hash = "sha256:cb0a2b4aa34f932c007117b194e945bd74e0ec24133ceb5bac59009cda1cb9f3"},
@@ -3029,14 +3021,14 @@ youtube-transcription = ["youtube-transcript-api"]
 
 [[package]]
 name = "marko"
-version = "2.2.1"
+version = "2.2.2"
 description = "A markdown parser with high extensibility."
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
-    {file = "marko-2.2.1-py3-none-any.whl", hash = "sha256:31e9a18b35c113e506ace5594716fa3df2872f8955908e279bc551f3eb1f0db8"},
-    {file = "marko-2.2.1.tar.gz", hash = "sha256:e29d7e071a3b0cb2f7cc4c500d55f893dc5a45d85a8298dde6cb4e4dffd794d3"},
+    {file = "marko-2.2.2-py3-none-any.whl", hash = "sha256:f064ae8c10416285ad1d96048dc11e98ef04e662d3342ae416f662b70aa7959e"},
+    {file = "marko-2.2.2.tar.gz", hash = "sha256:6940308e655f63733ca518c47a68ec9510279dbb916c83616e4c4b5829f052e8"},
 ]
 
 [package.extras]
@@ -3145,14 +3137,14 @@ files = [
 
 [[package]]
 name = "marshmallow"
-version = "3.26.1"
+version = "3.26.2"
 description = "A lightweight library for converting complex datatypes to and from native Python datatypes."
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
-    {file = "marshmallow-3.26.1-py3-none-any.whl", hash = "sha256:3350409f20a70a7e4e11a27661187b77cdcaeb20abca41c1454fe33636bea09c"},
-    {file = "marshmallow-3.26.1.tar.gz", hash = "sha256:e6d8affb6cb61d39d26402096dc0aee12d5a26d490a121f118d2e81dc0719dc6"},
+    {file = "marshmallow-3.26.2-py3-none-any.whl", hash = "sha256:013fa8a3c4c276c24d26d84ce934dc964e2aa794345a0f8c7e5a7191482c8a73"},
+    {file = "marshmallow-3.26.2.tar.gz", hash = "sha256:bbe2adb5a03e6e3571b573f42527c6fe926e17467833660bebd11593ab8dfd57"},
 ]
 
 [package.dependencies]
@@ -3169,7 +3161,7 @@ version = "0.7.0"
 description = "McCabe checker, plugin for flake8"
 optional = false
 python-versions = ">=3.6"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "mccabe-0.7.0-py2.py3-none-any.whl", hash = "sha256:6c2d30ab6be0e4a46919781807b4f0d834ebdd6c6e3dca0bda5a15f863427b6e"},
     {file = "mccabe-0.7.0.tar.gz", hash = "sha256:348e0240c33b60bbdf4e523192ef919f28cb2c3d7d5c7794f74009290f236325"},
@@ -3181,7 +3173,7 @@ version = "0.1.2"
 description = "Markdown URL utilities"
 optional = false
 python-versions = ">=3.7"
-groups = ["main", "dev"]
+groups = ["main", "lint"]
 files = [
     {file = "mdurl-0.1.2-py3-none-any.whl", hash = "sha256:84008a41e51615a49fc9966191ff91509e3c40b939176e643fd50a5c2196b8f8"},
     {file = "mdurl-0.1.2.tar.gz", hash = "sha256:bb413d29f5eea38f31dd4754dd7377d4465116fb207585f97bf925588687c1ba"},
@@ -3454,7 +3446,7 @@ version = "1.1.0"
 description = "Type system extensions for programs checked with the mypy type checker."
 optional = false
 python-versions = ">=3.8"
-groups = ["main", "dev"]
+groups = ["main", "lint"]
 files = [
     {file = "mypy_extensions-1.1.0-py3-none-any.whl", hash = "sha256:1be4cccdb0f2482337c4743e60421de3a356cd97508abadd57d47403e94f5505"},
     {file = "mypy_extensions-1.1.0.tar.gz", hash = "sha256:52e68efc3284861e772bbcd66823fde5ae21fd2fdb51c62a211403730b916558"},
@@ -3462,22 +3454,24 @@ files = [
 
 [[package]]
 name = "networkx"
-version = "3.5"
+version = "3.6.1"
 description = "Python package for creating and manipulating graphs and networks"
 optional = false
-python-versions = ">=3.11"
+python-versions = "!=3.14.1,>=3.11"
 groups = ["main"]
 files = [
-    {file = "networkx-3.5-py3-none-any.whl", hash = "sha256:0030d386a9a06dee3565298b4a734b68589749a544acbb6c412dc9e2489ec6ec"},
-    {file = "networkx-3.5.tar.gz", hash = "sha256:d4c6f9cf81f52d69230866796b82afbccdec3db7ae4fbd1b65ea750feed50037"},
+    {file = "networkx-3.6.1-py3-none-any.whl", hash = "sha256:d47fbf302e7d9cbbb9e2555a0d267983d2aa476bac30e90dfbe5669bd57f3762"},
+    {file = "networkx-3.6.1.tar.gz", hash = "sha256:26b7c357accc0c8cde558ad486283728b65b6a95d85ee1cd66bafab4c8168509"},
 ]
 
 [package.extras]
+benchmarking = ["asv", "virtualenv"]
 default = ["matplotlib (>=3.8)", "numpy (>=1.25)", "pandas (>=2.0)", "scipy (>=1.11.2)"]
 developer = ["mypy (>=1.15)", "pre-commit (>=4.1)"]
 doc = ["intersphinx-registry", "myst-nb (>=1.1)", "numpydoc (>=1.8.0)", "pillow (>=10)", "pydata-sphinx-theme (>=0.16)", "sphinx (>=8.0)", "sphinx-gallery (>=0.18)", "texext (>=0.6.7)"]
-example = ["cairocffi (>=1.7)", "contextily (>=1.6)", "igraph (>=0.11)", "momepy (>=0.7.2)", "osmnx (>=2.0.0)", "scikit-learn (>=1.5)", "seaborn (>=0.13)"]
+example = ["cairocffi (>=1.7)", "contextily (>=1.6)", "igraph (>=0.11)", "iplotx (>=0.9.0)", "momepy (>=0.7.2)", "osmnx (>=2.0.0)", "scikit-learn (>=1.5)", "seaborn (>=0.13)"]
 extra = ["lxml (>=4.6)", "pydot (>=3.0.1)", "pygraphviz (>=1.14)", "sympy (>=1.10)"]
+release = ["build (>=0.10)", "changelist (==0.5)", "twine (>=4.0)", "wheel (>=0.40)"]
 test = ["pytest (>=7.2)", "pytest-cov (>=4.0)", "pytest-xdist (>=3.0)"]
 test-extras = ["pytest-mpl", "pytest-randomly"]
 
@@ -3591,15 +3585,15 @@ signedtoken = ["cryptography (>=3.0.0)", "pyjwt (>=2.0.0,<3)"]
 
 [[package]]
 name = "ocrmac"
-version = "1.0.0"
+version = "1.0.1"
 description = "A python wrapper to extract text from images on a mac system. Uses the vision framework from Apple."
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.9"
 groups = ["main"]
 markers = "sys_platform == \"darwin\""
 files = [
-    {file = "ocrmac-1.0.0-py2.py3-none-any.whl", hash = "sha256:0b5a072aa23a9ead48132cb2d595b680aa6c3c5a6cb69525155e35ca95610c3a"},
-    {file = "ocrmac-1.0.0.tar.gz", hash = "sha256:5b299e9030c973d1f60f82db000d6c2e5ff271601878c7db0885e850597d1d2e"},
+    {file = "ocrmac-1.0.1-py3-none-any.whl", hash = "sha256:1cef25426f7ae6bbd57fe3dc5553b25461ae8ad0d2b428a9bbadbf5907349024"},
+    {file = "ocrmac-1.0.1.tar.gz", hash = "sha256:507fe5e4cbd67b2d03f6729a52bbc11f9d0b58241134eb958a5daafd4b9d93d9"},
 ]
 
 [package.dependencies]
@@ -3679,23 +3673,24 @@ sympy = "*"
 
 [[package]]
 name = "opencv-python"
-version = "4.12.0.88"
+version = "4.13.0.90"
 description = "Wrapper package for OpenCV python bindings."
 optional = false
 python-versions = ">=3.6"
 groups = ["main"]
 files = [
-    {file = "opencv-python-4.12.0.88.tar.gz", hash = "sha256:8b738389cede219405f6f3880b851efa3415ccd674752219377353f017d2994d"},
-    {file = "opencv_python-4.12.0.88-cp37-abi3-macosx_13_0_arm64.whl", hash = "sha256:f9a1f08883257b95a5764bf517a32d75aec325319c8ed0f89739a57fae9e92a5"},
-    {file = "opencv_python-4.12.0.88-cp37-abi3-macosx_13_0_x86_64.whl", hash = "sha256:812eb116ad2b4de43ee116fcd8991c3a687f099ada0b04e68f64899c09448e81"},
-    {file = "opencv_python-4.12.0.88-cp37-abi3-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:51fd981c7df6af3e8f70b1556696b05224c4e6b6777bdd2a46b3d4fb09de1a92"},
-    {file = "opencv_python-4.12.0.88-cp37-abi3-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:092c16da4c5a163a818f120c22c5e4a2f96e0db4f24e659c701f1fe629a690f9"},
-    {file = "opencv_python-4.12.0.88-cp37-abi3-win32.whl", hash = "sha256:ff554d3f725b39878ac6a2e1fa232ec509c36130927afc18a1719ebf4fbf4357"},
-    {file = "opencv_python-4.12.0.88-cp37-abi3-win_amd64.whl", hash = "sha256:d98edb20aa932fd8ebd276a72627dad9dc097695b3d435a4257557bbb49a79d2"},
+    {file = "opencv_python-4.13.0.90-cp37-abi3-macosx_13_0_arm64.whl", hash = "sha256:58803f8b05b51d8a785e2306d83b44173b32536f980342f3bc76d8c122b5938d"},
+    {file = "opencv_python-4.13.0.90-cp37-abi3-macosx_14_0_x86_64.whl", hash = "sha256:a5354e8b161409fce7710ba4c1cfe88b7bb460d97f705dc4e714a1636616f87d"},
+    {file = "opencv_python-4.13.0.90-cp37-abi3-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:d557cbf0c7818081c9acf56585b68e781af4f00638971f75eaa3de70904a6314"},
+    {file = "opencv_python-4.13.0.90-cp37-abi3-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:9911581e37b24169e4842069ff01d6645ea2bc4af7e10a022d9ebe340fd035ec"},
+    {file = "opencv_python-4.13.0.90-cp37-abi3-manylinux_2_28_aarch64.whl", hash = "sha256:1150b8f1947761b848bbfa9c96ceba8877743ffef157c08a04af6f7717ddd709"},
+    {file = "opencv_python-4.13.0.90-cp37-abi3-manylinux_2_28_x86_64.whl", hash = "sha256:d6716f16149b04eea52f953b8ca983d60dd9cd4872c1fd5113f6e2fcebb90e93"},
+    {file = "opencv_python-4.13.0.90-cp37-abi3-win32.whl", hash = "sha256:458a00f2ba47a877eca385be3e7bcc45e6d30a4361d107ce73c1800f516dab09"},
+    {file = "opencv_python-4.13.0.90-cp37-abi3-win_amd64.whl", hash = "sha256:526bde4c33a86808a751e2bb57bf4921beb49794621810971926c472897f6433"},
 ]
 
 [package.dependencies]
-numpy = {version = ">=2,<2.3.0", markers = "python_version >= \"3.9\""}
+numpy = {version = ">=2", markers = "python_version >= \"3.9\""}
 
 [[package]]
 name = "opencv-python-headless"
@@ -3734,100 +3729,100 @@ et-xmlfile = "*"
 
 [[package]]
 name = "orjson"
-version = "3.11.4"
+version = "3.11.5"
 description = "Fast, correct Python JSON library supporting dataclasses, datetimes, and numpy"
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 markers = "platform_python_implementation != \"PyPy\""
 files = [
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 ]
 
 [[package]]
@@ -3836,7 +3831,7 @@ version = "25.0"
 description = "Core utilities for Python packages"
 optional = false
 python-versions = ">=3.8"
-groups = ["main", "dev"]
+groups = ["main", "lint", "test"]
 files = [
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@@ -3951,16 +3946,22 @@ files = [
 
 [[package]]
 name = "pathspec"
-version = "0.12.1"
+version = "1.0.3"
 description = "Utility library for gitignore style pattern matching of file paths."
 optional = false
-python-versions = ">=3.8"
-groups = ["dev"]
+python-versions = ">=3.9"
+groups = ["lint"]
 files = [
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 ]
 
+[package.extras]
+hyperscan = ["hyperscan (>=0.7)"]
+optional = ["typing-extensions (>=4)"]
+re2 = ["google-re2 (>=1.1)"]
+tests = ["pytest (>=9)", "typing-extensions (>=4.15)"]
+
 [[package]]
 name = "pdf2image"
 version = "1.17.0"
@@ -4020,7 +4021,7 @@ version = "0.15.1"
 description = "Check PEP-8 naming conventions, plugin for flake8"
 optional = false
 python-versions = ">=3.9"
-groups = ["dev"]
+groups = ["lint"]
 files = [
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@@ -4156,14 +4157,14 @@ xmp = ["defusedxml"]
 
 [[package]]
 name = "platformdirs"
-version = "4.5.0"
+version = "4.5.1"
 description = "A small Python package for determining appropriate platform-specific dirs, e.g. a `user data dir`."
 optional = false
 python-versions = ">=3.10"
-groups = ["dev"]
+groups = ["lint"]
 files = [
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 ]
 
 [package.extras]
@@ -4177,7 +4178,7 @@ version = "1.6.0"
 description = "plugin and hook calling mechanisms for python"
 optional = false
 python-versions = ">=3.9"
-groups = ["main", "dev"]
+groups = ["main", "test"]
 files = [
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@@ -4189,14 +4190,14 @@ testing = ["coverage", "pytest", "pytest-benchmark"]
 
 [[package]]
 name = "polyfactory"
-version = "3.0.0"
+version = "3.2.0"
 description = "Mock data generation factories"
 optional = false
 python-versions = "<4.0,>=3.9"
 groups = ["main"]
 files = [
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 ]
 
 [package.dependencies]
@@ -4207,7 +4208,7 @@ typing-extensions = ">=4.6.0"
 attrs = ["attrs (>=22.2.0)"]
 beanie = ["beanie", "pydantic[email]", "pymongo (<4.9)"]
 full = ["attrs", "beanie", "msgspec", "odmantic", "pydantic", "sqlalchemy"]
-msgspec = ["msgspec"]
+msgspec = ["msgspec (>=0.20.0)"]
 odmantic = ["odmantic (<1.0.0)", "pydantic[email]"]
 pydantic = ["eval-type-backport (>=0.2.2)", "pydantic[email] (>=1.10)"]
 sqlalchemy = ["sqlalchemy (>=1.4.29)"]
@@ -4346,115 +4347,117 @@ files = [
 
 [[package]]
 name = "protobuf"
-version = "6.33.1"
+version = "6.33.4"
 description = ""
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
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 [[package]]
@@ -4474,62 +4477,48 @@ global = ["pybind11-global (==3.0.1)"]
 
 [[package]]
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 description = "Cython wrapper for the C++ translation of the Angus Johnson's Clipper library (ver. 6.4.2)"
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 [[package]]
@@ -4538,7 +4527,7 @@ version = "2.14.0"
 description = "Python style guide checker"
 optional = false
 python-versions = ">=3.9"
-groups = ["dev"]
+groups = ["lint"]
 files = [
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@@ -4546,27 +4535,27 @@ files = [
 
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 name = "pycparser"
-version = "2.23"
+version = "3.0"
 description = "C parser in Python"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.10"
 groups = ["main"]
 markers = "platform_python_implementation != \"PyPy\" and implementation_name != \"PyPy\""
 files = [
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 ]
 
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 optional = false
 python-versions = ">=3.9"
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 [package.dependencies]
@@ -4743,7 +4732,7 @@ version = "6.3.0"
 description = "Python docstring style checker"
 optional = false
 python-versions = ">=3.6"
-groups = ["dev"]
+groups = ["lint"]
 files = [
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 description = "passive checker of Python programs"
 optional = false
 python-versions = ">=3.9"
-groups = ["dev"]
+groups = ["lint"]
 files = [
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 description = "Pygments is a syntax highlighting package written in Python."
 optional = false
 python-versions = ">=3.8"
-groups = ["main", "dev"]
+groups = ["main", "lint", "test"]
 files = [
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 description = "pytest: simple powerful testing with Python"
 optional = false
 python-versions = ">=3.9"
-groups = ["dev"]
+groups = ["test"]
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 description = "Pytest support for asyncio"
 optional = false
 python-versions = ">=3.9"
-groups = ["dev"]
+groups = ["test"]
 files = [
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@@ -5205,14 +5194,54 @@ XlsxWriter = ">=0.5.7"
 
 [[package]]
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-version = "0.3.0"
+version = "0.4.0"
 description = "A Fast, spec compliant Python 3.14+ tokenizer that runs on older Pythons."
 optional = false
 python-versions = ">=3.8"
-groups = ["dev"]
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 description = "YAML parser and emitter for Python"
 optional = false
 python-versions = ">=3.8"
-groups = ["main", "dev"]
+groups = ["main", "lint"]
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@@ -5442,20 +5471,20 @@ all = ["numpy"]
 
 [[package]]
 name = "rapidocr"
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 description = "Awesome OCR Library"
 optional = false
 python-versions = "<4,>=3.6"
 groups = ["main"]
 files = [
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 numpy = ">=1.19.5,<3.0.0"
 omegaconf = "*"
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+opencv_python = ">=4.5.1.48"
 Pillow = "*"
 pyclipper = ">=1.2.0"
 PyYAML = "*"
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 description = "Render rich text, tables, progress bars, syntax highlighting, markdown and more to the terminal"
 optional = false
 python-versions = ">=3.8.0"
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 [[package]]
@@ -5982,14 +6036,14 @@ tqdm = "*"
 
 [[package]]
 name = "setuptools"
-version = "80.9.0"
+version = "80.10.1"
 description = "Easily download, build, install, upgrade, and uninstall Python packages"
 optional = false
 python-versions = ">=3.9"
-groups = ["main", "dev"]
+groups = ["main", "lint"]
 files = [
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 [package.extras]
@@ -5998,7 +6052,7 @@ core = ["importlib_metadata (>=6) ; python_version < \"3.10\"", "jaraco.functool
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 [[package]]
@@ -6099,25 +6153,13 @@ files = [
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 [[package]]
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 description = "This package provides 32 stemmers for 30 languages generated from Snowball algorithms."
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*"
-groups = ["dev"]
+groups = ["lint"]
 files = [
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@@ -6125,26 +6167,26 @@ files = [
 
 [[package]]
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 optional = false
 python-versions = ">=3.9"
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 files = [
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 ]
 
 [[package]]
 name = "speechrecognition"
-version = "3.14.3"
+version = "3.14.5"
 description = "Library for performing speech recognition, with support for several engines and APIs, online and offline."
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
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 ]
 
 [package.dependencies]
@@ -6155,79 +6197,82 @@ typing-extensions = "*"
 [package.extras]
 assemblyai = ["requests"]
 audio = ["PyAudio (>=0.2.11)"]
-dev = ["numpy", "pytest", "pytest-randomly", "respx"]
-faster-whisper = ["faster-whisper"]
+dev = ["mypy", "numpy", "pytest", "pytest-randomly", "respx", "types-requests"]
+faster-whisper = ["faster-whisper", "soundfile"]
 google-cloud = ["google-cloud-speech"]
 groq = ["groq", "httpx (<0.28)"]
 openai = ["httpx (<0.28)", "openai"]
 pocketsphinx = ["pocketsphinx"]
+vosk = ["vosk"]
 whisper-local = ["openai-whisper", "soundfile"]
 
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 name = "sqlalchemy"
-version = "2.0.44"
+version = "2.0.46"
 description = "Database Abstraction Library"
 optional = false
 python-versions = ">=3.7"
 groups = ["main"]
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 ]
 
 [package.dependencies]
@@ -6443,7 +6497,7 @@ huggingface-hub = ">=0.16.4,<2.0"
 [package.extras]
 dev = ["tokenizers[testing]"]
 docs = ["setuptools-rust", "sphinx", "sphinx-rtd-theme"]
-testing = ["black (==22.3)", "datasets", "numpy", "pytest", "pytest-asyncio", "requests", "ruff"]
+testing = ["datasets", "numpy", "pytest", "pytest-asyncio", "requests", "ruff", "ty"]
 
 [[package]]
 name = "torch"
@@ -6498,6 +6552,54 @@ type = "legacy"
 url = "https://download.pytorch.org/whl/cpu"
 reference = "pytorch_cpu"
 
+[[package]]
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+]
+
+[package.dependencies]
+numpy = "*"
+pillow = ">=5.3.0,<8.3.dev0 || >=8.4.dev0"
+torch = "2.9.1"
+
+[package.extras]
+gdown = ["gdown (>=4.7.3)"]
+scipy = ["scipy"]
+
 [[package]]
 name = "torchvision"
 version = "0.24.1+cpu"
@@ -6505,6 +6607,7 @@ description = "image and video datasets and models for torch deep learning"
 optional = false
 python-versions = ">=3.10"
 groups = ["main"]
+markers = "sys_platform == \"linux\" or sys_platform == \"win32\" and platform_machine != \"arm64\" and platform_machine != \"ARM64\""
 files = [
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@@ -6536,6 +6639,34 @@ type = "legacy"
 url = "https://download.pytorch.org/whl/cpu"
 reference = "pytorch_cpu"
 
+[[package]]
+name = "torchvision"
+version = "0.24.1+d801a34"
+description = "image and video datasets and models for torch deep learning"
+optional = false
+python-versions = ">=3.10"
+groups = ["main"]
+markers = "sys_platform == \"win32\" and (platform_machine == \"arm64\" or platform_machine == \"ARM64\") or sys_platform == \"darwin\""
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+torch = "2.9.1"
+
+[package.extras]
+gdown = ["gdown (>=4.7.3)"]
+scipy = ["scipy"]
+
+[package.source]
+type = "legacy"
+url = "https://download.pytorch.org/whl/cpu"
+reference = "pytorch_cpu"
+
 [[package]]
 name = "tqdm"
 version = "4.67.1"
@@ -6560,14 +6691,14 @@ telegram = ["requests"]
 
 [[package]]
 name = "transformers"
-version = "4.57.1"
+version = "4.57.6"
 description = "State-of-the-art Machine Learning for JAX, PyTorch and TensorFlow"
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 ]
 
 [package.dependencies]
@@ -6635,48 +6766,41 @@ vision = ["Pillow (>=10.0.1,<=15.0)"]
 
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+version = "0.24.0"
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 ]
 
 [package.extras]
@@ -6685,41 +6809,20 @@ tests = ["tree-sitter-html (>=0.23.2)", "tree-sitter-javascript (>=0.23.1)", "tr
 
 [[package]]
 name = "tree-sitter-c"
-version = "0.24.1"
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 description = "C grammar for tree-sitter"
 optional = false
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-[package.extras]
-core = ["tree-sitter (>=0.24,<1.0)"]
-
-[[package]]
-name = "tree-sitter-java"
-version = "0.23.5"
-description = "Java grammar for tree-sitter"
-optional = false
 python-versions = ">=3.9"
 groups = ["main"]
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 [package.extras]
@@ -6727,47 +6830,45 @@ core = ["tree-sitter (>=0.22,<1.0)"]
 
 [[package]]
 name = "tree-sitter-javascript"
-version = "0.25.0"
+version = "0.23.1"
 description = "JavaScript grammar for tree-sitter"
 optional = false
-python-versions = ">=3.10"
+python-versions = ">=3.9"
 groups = ["main"]
 files = [
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 ]
 
 [package.extras]
-core = ["tree-sitter (>=0.24,<1.0)"]
+core = ["tree-sitter (>=0.22,<1.0)"]
 
 [[package]]
 name = "tree-sitter-python"
-version = "0.25.0"
+version = "0.23.6"
 description = "Python grammar for tree-sitter"
 optional = false
-python-versions = ">=3.10"
+python-versions = ">=3.9"
 groups = ["main"]
 files = [
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 ]
 
 [package.extras]
-core = ["tree-sitter (>=0.24,<1.0)"]
+core = ["tree-sitter (>=0.22,<1.0)"]
 
 [[package]]
 name = "tree-sitter-typescript"
@@ -6853,14 +6954,14 @@ typing-extensions = ">=4.12.0"
 
 [[package]]
 name = "tzdata"
-version = "2025.2"
+version = "2025.3"
 description = "Provider of IANA time zone data"
 optional = false
 python-versions = ">=2"
 groups = ["main"]
 files = [
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 ]
 
 [[package]]
@@ -6944,14 +7045,14 @@ requests-toolbelt = ">=1.0.0"
 
 [[package]]
 name = "urllib3"
-version = "2.6.2"
+version = "2.6.3"
 description = "HTTP library with thread-safe connection pooling, file post, and more."
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
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 ]
 
 [package.extras]
@@ -6962,34 +7063,34 @@ zstd = ["backports-zstd (>=1.0.0) ; python_version < \"3.14\""]
 
 [[package]]
 name = "uuid-utils"
-version = "0.12.0"
-description = "Drop-in replacement for Python UUID with bindings in Rust"
+version = "0.14.0"
+description = "Fast, drop-in replacement for Python's uuid module, powered by Rust."
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
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-    {file = "uuid_utils-0.12.0-pp311-pypy311_pp73-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:f8f2bdf5e4ffeb259ef6d15edae92aed60a1d6f07cbfab465d836f6b12b48da8"},
-    {file = "uuid_utils-0.12.0-pp311-pypy311_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:8c3ec53c0cb15e1835870c139317cc5ec06e35aa22843e3ed7d9c74f23f23898"},
-    {file = "uuid_utils-0.12.0-pp311-pypy311_pp73-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:84e5c0eba209356f7f389946a3a47b2cc2effd711b3fc7c7f155ad9f7d45e8a3"},
-    {file = "uuid_utils-0.12.0.tar.gz", hash = "sha256:252bd3d311b5d6b7f5dfce7a5857e27bb4458f222586bb439463231e5a9cbd64"},
+    {file = "uuid_utils-0.14.0-cp39-abi3-macosx_10_12_x86_64.macosx_11_0_arm64.macosx_10_12_universal2.whl", hash = "sha256:f6695c0bed8b18a904321e115afe73b34444bc8451d0ce3244a1ec3b84deb0e5"},
+    {file = "uuid_utils-0.14.0-cp39-abi3-macosx_10_12_x86_64.whl", hash = "sha256:4f0a730bbf2d8bb2c11b93e1005e91769f2f533fa1125ed1f00fd15b6fcc732b"},
+    {file = "uuid_utils-0.14.0-cp39-abi3-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:40ce3fd1a4fdedae618fc3edc8faf91897012469169d600133470f49fd699ed3"},
+    {file = "uuid_utils-0.14.0-cp39-abi3-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:09ae4a98416a440e78f7d9543d11b11cae4bab538b7ed94ec5da5221481748f2"},
+    {file = "uuid_utils-0.14.0-cp39-abi3-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:971e8c26b90d8ae727e7f2ac3ee23e265971d448b3672882f2eb44828b2b8c3e"},
+    {file = "uuid_utils-0.14.0-cp39-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:d5cde1fa82804a8f9d2907b7aec2009d440062c63f04abbdb825fce717a5e860"},
+    {file = "uuid_utils-0.14.0-cp39-abi3-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:c7343862a2359e0bd48a7f3dfb5105877a1728677818bb694d9f40703264a2db"},
+    {file = "uuid_utils-0.14.0-cp39-abi3-musllinux_1_2_aarch64.whl", hash = "sha256:c51e4818fdb08ccec12dc7083a01f49507b4608770a0ab22368001685d59381b"},
+    {file = "uuid_utils-0.14.0-cp39-abi3-musllinux_1_2_armv7l.whl", hash = "sha256:181bbcccb6f93d80a8504b5bd47b311a1c31395139596edbc47b154b0685b533"},
+    {file = "uuid_utils-0.14.0-cp39-abi3-musllinux_1_2_i686.whl", hash = "sha256:5c8ae96101c3524ba8dbf762b6f05e9e9d896544786c503a727c5bf5cb9af1a7"},
+    {file = "uuid_utils-0.14.0-cp39-abi3-musllinux_1_2_x86_64.whl", hash = "sha256:00ac3c6edfdaff7e1eed041f4800ae09a3361287be780d7610a90fdcde9befdc"},
+    {file = "uuid_utils-0.14.0-cp39-abi3-win32.whl", hash = "sha256:ec2fd80adf8e0e6589d40699e6f6df94c93edcc16dd999be0438dd007c77b151"},
+    {file = "uuid_utils-0.14.0-cp39-abi3-win_amd64.whl", hash = "sha256:efe881eb43a5504fad922644cb93d725fd8a6a6d949bd5a4b4b7d1a1587c7fd1"},
+    {file = "uuid_utils-0.14.0-cp39-abi3-win_arm64.whl", hash = "sha256:32b372b8fd4ebd44d3a219e093fe981af4afdeda2994ee7db208ab065cfcd080"},
+    {file = "uuid_utils-0.14.0-pp311-pypy311_pp73-macosx_10_12_x86_64.macosx_11_0_arm64.macosx_10_12_universal2.whl", hash = "sha256:762e8d67992ac4d2454e24a141a1c82142b5bde10409818c62adbe9924ebc86d"},
+    {file = "uuid_utils-0.14.0-pp311-pypy311_pp73-macosx_10_12_x86_64.whl", hash = "sha256:40be5bf0b13aa849d9062abc86c198be6a25ff35316ce0b89fc25f3bac6d525e"},
+    {file = "uuid_utils-0.14.0-pp311-pypy311_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:191a90a6f3940d1b7322b6e6cceff4dd533c943659e0a15f788674407856a515"},
+    {file = "uuid_utils-0.14.0-pp311-pypy311_pp73-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:4aa4525f4ad82f9d9c842f9a3703f1539c1808affbaec07bb1b842f6b8b96aa5"},
+    {file = "uuid_utils-0.14.0-pp311-pypy311_pp73-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:cdbd82ff20147461caefc375551595ecf77ebb384e46267f128aca45a0f2cdfc"},
+    {file = "uuid_utils-0.14.0-pp311-pypy311_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:eff57e8a5d540006ce73cf0841a643d445afe78ba12e75ac53a95ca2924a56be"},
+    {file = "uuid_utils-0.14.0-pp311-pypy311_pp73-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:3fd9112ca96978361201e669729784f26c71fecc9c13a7f8a07162c31bd4d1e2"},
+    {file = "uuid_utils-0.14.0.tar.gz", hash = "sha256:fc5bac21e9933ea6c590433c11aa54aaca599f690c08069e364eb13a12f670b4"},
 ]
 
 [[package]]
@@ -7608,9 +7709,9 @@ files = [
 ]
 
 [package.extras]
-cffi = ["cffi (>=1.17,<2.0) ; platform_python_implementation != \"PyPy\" and python_version < \"3.14\"", "cffi (>=2.0.0b) ; platform_python_implementation != \"PyPy\" and python_version >= \"3.14\""]
+cffi = ["cffi (>=1.17,<2.0) ; platform_python_implementation != \"PyPy\" and python_version < \"3.14\"", "cffi (>=2.0.0b0) ; platform_python_implementation != \"PyPy\" and python_version >= \"3.14\""]
 
 [metadata]
 lock-version = "2.1"
 python-versions = ">=3.13,<3.14"
-content-hash = "b38f83f9caaa9844451e4a3538de3e20ca18e4402a85899b3cc206e22efd6fba"
+content-hash = "ff0bf886cc837eceba285d1ae23cad5cc829e9be7207cee2d22ccab74626faf4"
diff --git a/libs/extractor-api-lib/pyproject.toml b/libs/extractor-api-lib/pyproject.toml
index 17f960bd..4fe8445e 100644
--- a/libs/extractor-api-lib/pyproject.toml
+++ b/libs/extractor-api-lib/pyproject.toml
@@ -23,6 +23,12 @@ name = "pytorch_cpu"
 url = "https://download.pytorch.org/whl/cpu"
 priority = "explicit"
 
+
+[[tool.poetry.source]]
+name = "testpypi"
+url = "https://test.pypi.org/simple/"
+priority = "explicit"
+
 [tool.flake8]
 exclude = [".eggs", "./src/extractor_api_lib/models/*", ".git", ".hg", ".mypy_cache", ".tox", ".venv", ".devcontainer", "venv", "_build", "buck-out", "build", "dist", "**/__init__.py", "tests/test_data/generate_test_pdfs.py"]
 statistics = true
@@ -87,7 +93,6 @@ uvicorn = "^0.37.0"
 dependency-injector = "^4.46.0"
 pydantic-settings = "^2.9.1"
 boto3 = "^1.38.10"
-debugpy = "^1.8.14"
 python-multipart = "^0.0.20"
 oauthlib = "^3.2.2"
 requests-oauthlib = "^2.0.0"
@@ -116,16 +121,26 @@ pypandoc-binary = "^1.15"
 starlette = ">=0.49.1"
 markitdown = {version = "^0.1.3", extras = ["all"]}
 docling = "2.61.2"
-torch =      { version = "^2.9.0+cpu",  source = "pytorch_cpu" }
-torchvision = { version = "^0.24.1+cpu", source = "pytorch_cpu" }
+torch = [
+  { version = "2.9.1", source = "pytorch_cpu", markers = "sys_platform == 'darwin'" },
+  { version = "2.9.1+cpu", source = "pytorch_cpu", markers = "sys_platform != 'darwin'" },
+]
+torchvision = [
+  { version = "0.24.1", source = "pytorch_cpu", markers = "sys_platform == 'darwin'" },
+  { version = "0.24.1+d801a34", source = "pytorch_cpu", markers = "sys_platform == 'win32' and (platform_machine == 'arm64' or platform_machine == 'ARM64')" },
+  { version = "0.24.1+cpu", source = "pytorch_cpu", markers = "sys_platform == 'linux' or (sys_platform == 'win32' and platform_machine != 'arm64' and platform_machine != 'ARM64')" },
+]
 transformers = ">=4.53.3,<5.0.0"
 pypandoc = ">=1.6.2"
 pypandoc_binary = ">=1.6.2"
 
-[tool.poetry.group.dev.dependencies]
+[tool.poetry.group.test.dependencies]
 pytest = "^8.3.5"
 pytest-asyncio = "^0.26.0"
 coverage = "^7.8.0"
+httpx = "^0.28.1"
+
+[tool.poetry.group.lint.dependencies]
 flake8 = "^7.2.0"
 flake8-black = "^0.4.0"
 flake8-pyproject = "^1.2.3"
@@ -150,8 +165,8 @@ black = "^25.1.0"
 flake8-logging-format = "^2024.24.12"
 flake8-docstrings = "^1.7.0"
 
-[tool.poetry.group.tests.dependencies]
-httpx = "^0.28.1"
+[tool.poetry.group.dev.dependencies]
+debugpy = "^1.8.14"
 
 [tool.pytest.ini_options]
 log_cli = true
diff --git a/libs/extractor-api-lib/src/extractor_api_lib/impl/extractors/sitemap_extractor.py b/libs/extractor-api-lib/src/extractor_api_lib/impl/extractors/sitemap_extractor.py
index 94c72dbb..88a87b5c 100644
--- a/libs/extractor-api-lib/src/extractor_api_lib/impl/extractors/sitemap_extractor.py
+++ b/libs/extractor-api-lib/src/extractor_api_lib/impl/extractors/sitemap_extractor.py
@@ -118,6 +118,9 @@ async def aextract_content(
         if meta_function is not None:
             sitemap_loader_parameters["meta_function"] = meta_function
 
+        if "continue_on_failure" not in sitemap_loader_parameters:
+            sitemap_loader_parameters["continue_on_failure"] = True
+
         document_loader = SitemapLoader(**sitemap_loader_parameters)
         documents = []
         try:
@@ -162,6 +165,21 @@ def _parse_sitemap_loader_parameters(
                     sitemap_loader_parameters[x.key] = json.loads(x.value)
                 except (json.JSONDecodeError, TypeError):
                     sitemap_loader_parameters[x.key] = x.value
+            elif x.key == "continue_on_failure":
+                sitemap_loader_parameters[x.key] = self._normalize_boolean(x.value)
             else:
                 sitemap_loader_parameters[x.key] = int(x.value) if x.value.isdigit() else x.value
         return sitemap_loader_parameters, parser_override
+
+    def _normalize_boolean(self, value: str) -> Optional[bool]:
+        if isinstance(value, bool):
+            return value
+        if isinstance(value, str):
+            normalized = value.strip().lower()
+            if normalized in ("true", "1", "yes", "y", "on"):
+                return True
+            if normalized in ("false", "0", "no", "n", "off"):
+                return False
+        if isinstance(value, (int, float)):
+            return bool(value)
+        return None
diff --git a/libs/extractor-api-lib/tests/sitemap_extractor_test.py b/libs/extractor-api-lib/tests/sitemap_extractor_test.py
index aac6812d..2cf7b0c5 100644
--- a/libs/extractor-api-lib/tests/sitemap_extractor_test.py
+++ b/libs/extractor-api-lib/tests/sitemap_extractor_test.py
@@ -269,7 +269,10 @@ async def test_aextract_content_minimal_parameters(self, mock_sitemap_loader_cla
 
         # Verify
         assert len(result) == 1
-        mock_sitemap_loader_class.assert_called_once_with(web_path="https://example.com/sitemap.xml")
+        mock_sitemap_loader_class.assert_called_once_with(
+            web_path="https://example.com/sitemap.xml",
+            continue_on_failure=True,
+        )
 
     @pytest.mark.asyncio
     @patch("extractor_api_lib.impl.extractors.sitemap_extractor.SitemapLoader")
@@ -428,8 +431,8 @@ async def test_aextract_content_edge_case_empty_kwargs(self, mock_sitemap_loader
 
         # Verify
         assert result == []
-        # Should still call SitemapLoader but with no additional parameters
-        mock_sitemap_loader_class.assert_called_once_with()
+        # Should still call SitemapLoader but with default failure handling
+        mock_sitemap_loader_class.assert_called_once_with(continue_on_failure=True)
 
     @pytest.mark.asyncio
     @patch("extractor_api_lib.impl.extractors.sitemap_extractor.SitemapLoader")
@@ -441,7 +444,7 @@ async def test_aextract_content_mixed_parameter_types(self, mock_sitemap_loader_
             kwargs=[
                 KeyValuePair(key="web_path", value="https://example.com/sitemap.xml"),
                 KeyValuePair(key="max_depth", value="3"),  # Will be converted to int
-                KeyValuePair(key="continue_on_failure", value="true"),  # Will remain string
+                KeyValuePair(key="continue_on_failure", value="true"),  # Will be converted to bool
                 KeyValuePair(key="filter_urls", value='["pattern1", "pattern2"]'),  # Will be parsed as JSON
                 KeyValuePair(
                     key="header_template", value='{"Authorization": "Bearer token123"}'
@@ -462,7 +465,7 @@ async def test_aextract_content_mixed_parameter_types(self, mock_sitemap_loader_
         call_args = mock_sitemap_loader_class.call_args[1]
         assert call_args["web_path"] == "https://example.com/sitemap.xml"
         assert call_args["max_depth"] == 3  # Converted to int
-        assert call_args["continue_on_failure"] == "true"  # Remained string
+        assert call_args["continue_on_failure"] is True  # Converted to bool
         assert call_args["filter_urls"] == ["pattern1", "pattern2"]  # Parsed JSON
         assert call_args["header_template"] == {"Authorization": "Bearer token123"}  # Parsed JSON
         assert call_args["custom_param"] == "custom_value"  # Remained string
diff --git a/libs/poetry.lock b/libs/poetry.lock
index 000aed5b..3af36fb8 100644
--- a/libs/poetry.lock
+++ b/libs/poetry.lock
@@ -1,4 +1,46 @@
-# This file is automatically @generated by Poetry 2.1.3 and should not be changed by hand.
+# This file is automatically @generated by Poetry 2.3.1 and should not be changed by hand.
+
+[[package]]
+name = "annotated-doc"
+version = "0.0.4"
+description = "Document parameters, class attributes, return types, and variables inline, with Annotated."
+optional = false
+python-versions = ">=3.8"
+groups = ["main"]
+files = [
+    {file = "annotated_doc-0.0.4-py3-none-any.whl", hash = "sha256:571ac1dc6991c450b25a9c2d84a3705e2ae7a53467b5d111c24fa8baabbed320"},
+    {file = "annotated_doc-0.0.4.tar.gz", hash = "sha256:fbcda96e87e9c92ad167c2e53839e57503ecfda18804ea28102353485033faa4"},
+]
+
+[[package]]
+name = "annotated-types"
+version = "0.7.0"
+description = "Reusable constraint types to use with typing.Annotated"
+optional = false
+python-versions = ">=3.8"
+groups = ["main"]
+files = [
+    {file = "annotated_types-0.7.0-py3-none-any.whl", hash = "sha256:1f02e8b43a8fbbc3f3e0d4f0f4bfc8131bcb4eebe8849b8e5c773f3a1c582a53"},
+    {file = "annotated_types-0.7.0.tar.gz", hash = "sha256:aff07c09a53a08bc8cfccb9c85b05f1aa9a2a6f23728d790723543408344ce89"},
+]
+
+[[package]]
+name = "anyio"
+version = "4.12.1"
+description = "High-level concurrency and networking framework on top of asyncio or Trio"
+optional = false
+python-versions = ">=3.9"
+groups = ["main"]
+files = [
+    {file = "anyio-4.12.1-py3-none-any.whl", hash = "sha256:d405828884fc140aa80a3c667b8beed277f1dfedec42ba031bd6ac3db606ab6c"},
+    {file = "anyio-4.12.1.tar.gz", hash = "sha256:41cfcc3a4c85d3f05c932da7c26d0201ac36f72abd4435ba90d0464a3ffed703"},
+]
+
+[package.dependencies]
+idna = ">=2.8"
+
+[package.extras]
+trio = ["trio (>=0.31.0) ; python_version < \"3.10\"", "trio (>=0.32.0) ; python_version >= \"3.10\""]
 
 [[package]]
 name = "astor"
@@ -6,7 +48,7 @@ version = "0.8.1"
 description = "Read/rewrite/write Python ASTs"
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,>=2.7"
-groups = ["main"]
+groups = ["lint"]
 files = [
     {file = "astor-0.8.1-py2.py3-none-any.whl", hash = "sha256:070a54e890cefb5b3739d19f30f5a5ec840ffc9c50ffa7d23cc9fc1a38ebbfc5"},
     {file = "astor-0.8.1.tar.gz", hash = "sha256:6a6effda93f4e1ce9f618779b2dd1d9d84f1e32812c23a29b3fff6fd7f63fa5e"},
@@ -18,7 +60,7 @@ version = "3.0.0"
 description = "Pretty print the output of python stdlib `ast.parse`."
 optional = false
 python-versions = ">=3.8"
-groups = ["main"]
+groups = ["lint"]
 files = [
     {file = "astpretty-3.0.0-py2.py3-none-any.whl", hash = "sha256:15bfd47593667169485a1fa7938b8de9445b11057d6f2b6e214b2f70667f94b6"},
     {file = "astpretty-3.0.0.tar.gz", hash = "sha256:b08c95f32e5994454ea99882ff3c4a0afc8254c38998a0ed4b479dba448dc581"},
@@ -30,7 +72,7 @@ version = "25.3.0"
 description = "Classes Without Boilerplate"
 optional = false
 python-versions = ">=3.8"
-groups = ["main"]
+groups = ["lint"]
 files = [
     {file = "attrs-25.3.0-py3-none-any.whl", hash = "sha256:427318ce031701fea540783410126f03899a97ffc6f61596ad581ac2e40e3bc3"},
     {file = "attrs-25.3.0.tar.gz", hash = "sha256:75d7cefc7fb576747b2c81b4442d4d4a1ce0900973527c011d1030fd3bf4af1b"},
@@ -50,7 +92,7 @@ version = "1.8.6"
 description = "Security oriented static analyser for python code."
 optional = false
 python-versions = ">=3.9"
-groups = ["main"]
+groups = ["lint"]
 files = [
     {file = "bandit-1.8.6-py3-none-any.whl", hash = "sha256:3348e934d736fcdb68b6aa4030487097e23a501adf3e7827b63658df464dddd0"},
     {file = "bandit-1.8.6.tar.gz", hash = "sha256:dbfe9c25fc6961c2078593de55fd19f2559f9e45b99f1272341f5b95dea4e56b"},
@@ -75,7 +117,7 @@ version = "25.9.0"
 description = "The uncompromising code formatter."
 optional = false
 python-versions = ">=3.9"
-groups = ["main"]
+groups = ["lint"]
 files = [
     {file = "black-25.9.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:ce41ed2614b706fd55fd0b4a6909d06b5bab344ffbfadc6ef34ae50adba3d4f7"},
     {file = "black-25.9.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:2ab0ce111ef026790e9b13bd216fa7bc48edd934ffc4cbf78808b235793cbc92"},
@@ -121,7 +163,7 @@ version = "8.2.1"
 description = "Composable command line interface toolkit"
 optional = false
 python-versions = ">=3.10"
-groups = ["main"]
+groups = ["lint"]
 files = [
     {file = "click-8.2.1-py3-none-any.whl", hash = "sha256:61a3265b914e850b85317d0b3109c7f8cd35a670f963866005d6ef1d5175a12b"},
     {file = "click-8.2.1.tar.gz", hash = "sha256:27c491cc05d968d271d5a1db13e3b5a184636d9d930f148c50b038f0d0646202"},
@@ -136,12 +178,149 @@ version = "0.4.6"
 description = "Cross-platform colored terminal text."
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,>=2.7"
-groups = ["main"]
-markers = "platform_system == \"Windows\""
+groups = ["lint", "test"]
 files = [
     {file = "colorama-0.4.6-py2.py3-none-any.whl", hash = "sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6"},
     {file = "colorama-0.4.6.tar.gz", hash = "sha256:08695f5cb7ed6e0531a20572697297273c47b8cae5a63ffc6d6ed5c201be6e44"},
 ]
+markers = {lint = "platform_system == \"Windows\"", test = "sys_platform == \"win32\""}
+
+[[package]]
+name = "coverage"
+version = "7.10.6"
+description = "Code coverage measurement for Python"
+optional = false
+python-versions = ">=3.9"
+groups = ["test"]
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+    {file = "debugpy-1.8.16-py2.py3-none-any.whl", hash = "sha256:19c9521962475b87da6f673514f7fd610328757ec993bf7ec0d8c96f9a325f9e"},
+    {file = "debugpy-1.8.16.tar.gz", hash = "sha256:31e69a1feb1cf6b51efbed3f6c9b0ef03bc46ff050679c4be7ea6d2e23540870"},
+]
 
 [[package]]
 name = "eradicate"
@@ -149,19 +328,42 @@ version = "2.3.0"
 description = "Removes commented-out code."
 optional = false
 python-versions = "*"
-groups = ["main"]
+groups = ["lint"]
 files = [
     {file = "eradicate-2.3.0-py3-none-any.whl", hash = "sha256:2b29b3dd27171f209e4ddd8204b70c02f0682ae95eecb353f10e8d72b149c63e"},
     {file = "eradicate-2.3.0.tar.gz", hash = "sha256:06df115be3b87d0fc1c483db22a2ebb12bcf40585722810d809cc770f5031c37"},
 ]
 
+[[package]]
+name = "fastapi"
+version = "0.121.3"
+description = "FastAPI framework, high performance, easy to learn, fast to code, ready for production"
+optional = false
+python-versions = ">=3.8"
+groups = ["main"]
+files = [
+    {file = "fastapi-0.121.3-py3-none-any.whl", hash = "sha256:0c78fc87587fcd910ca1bbf5bc8ba37b80e119b388a7206b39f0ecc95ebf53e9"},
+    {file = "fastapi-0.121.3.tar.gz", hash = "sha256:0055bc24fe53e56a40e9e0ad1ae2baa81622c406e548e501e717634e2dfbc40b"},
+]
+
+[package.dependencies]
+annotated-doc = ">=0.0.2"
+pydantic = ">=1.7.4,<1.8 || >1.8,<1.8.1 || >1.8.1,<2.0.0 || >2.0.0,<2.0.1 || >2.0.1,<2.1.0 || >2.1.0,<3.0.0"
+starlette = ">=0.40.0,<0.51.0"
+typing-extensions = ">=4.8.0"
+
+[package.extras]
+all = ["email-validator (>=2.0.0)", "fastapi-cli[standard] (>=0.0.8)", "httpx (>=0.23.0,<1.0.0)", "itsdangerous (>=1.1.0)", "jinja2 (>=3.1.5)", "orjson (>=3.2.1)", "pydantic-extra-types (>=2.0.0)", "pydantic-settings (>=2.0.0)", "python-multipart (>=0.0.18)", "pyyaml (>=5.3.1)", "ujson (>=4.0.1,!=4.0.2,!=4.1.0,!=4.2.0,!=4.3.0,!=5.0.0,!=5.1.0)", "uvicorn[standard] (>=0.12.0)"]
+standard = ["email-validator (>=2.0.0)", "fastapi-cli[standard] (>=0.0.8)", "httpx (>=0.23.0,<1.0.0)", "jinja2 (>=3.1.5)", "python-multipart (>=0.0.18)", "uvicorn[standard] (>=0.12.0)"]
+standard-no-fastapi-cloud-cli = ["email-validator (>=2.0.0)", "fastapi-cli[standard-no-fastapi-cloud-cli] (>=0.0.8)", "httpx (>=0.23.0,<1.0.0)", "jinja2 (>=3.1.5)", "python-multipart (>=0.0.18)", "uvicorn[standard] (>=0.12.0)"]
+
 [[package]]
 name = "flake8"
 version = "7.3.0"
 description = "the modular source code checker: pep8 pyflakes and co"
 optional = false
 python-versions = ">=3.9"
-groups = ["main"]
+groups = ["lint"]
 files = [
     {file = "flake8-7.3.0-py2.py3-none-any.whl", hash = "sha256:b9696257b9ce8beb888cdbe31cf885c90d31928fe202be0889a7cdafad32f01e"},
     {file = "flake8-7.3.0.tar.gz", hash = "sha256:fe044858146b9fc69b551a4b490d69cf960fcb78ad1edcb84e7fbb1b4a8e3872"},
@@ -178,7 +380,7 @@ version = "0.1.0"
 description = "A flake8 extension that checks for type annotations complexity"
 optional = false
 python-versions = ">=3.9"
-groups = ["main"]
+groups = ["lint"]
 files = [
     {file = "flake8_annotations_complexity-0.1.0-py3-none-any.whl", hash = "sha256:102d75f5ba0c667cde9c563062f4e7c616ca84bf5bfdc9c1f960a2655133ce35"},
     {file = "flake8_annotations_complexity-0.1.0.tar.gz", hash = "sha256:98b86ef87de5331d2b61f3cf472dcf6b8ff1a5ddde46f78bc894b464f06e1414"},
@@ -193,7 +395,7 @@ version = "4.1.1"
 description = "Automated security testing with bandit and flake8."
 optional = false
 python-versions = ">=3.6"
-groups = ["main"]
+groups = ["lint"]
 files = [
     {file = "flake8_bandit-4.1.1-py3-none-any.whl", hash = "sha256:4c8a53eb48f23d4ef1e59293657181a3c989d0077c9952717e98a0eace43e06d"},
     {file = "flake8_bandit-4.1.1.tar.gz", hash = "sha256:068e09287189cbfd7f986e92605adea2067630b75380c6b5733dab7d87f9a84e"},
@@ -209,7 +411,7 @@ version = "0.4.0"
 description = "flake8 plugin to call black as a code style validator"
 optional = false
 python-versions = ">=3.9"
-groups = ["main"]
+groups = ["lint"]
 files = [
     {file = "flake8_black-0.4.0-py3-none-any.whl", hash = "sha256:288762d0c9ea065782d87eeecbcc20c69079d17fe1d0f0445f0eb0b0ffb80c39"},
     {file = "flake8_black-0.4.0.tar.gz", hash = "sha256:bf226868f695dee48d55ff6d7747e900709bfd6f605b7a378c70e711e3fc26cb"},
@@ -228,7 +430,7 @@ version = "24.12.12"
 description = "A plugin for flake8 finding likely bugs and design problems in your program. Contains warnings that don't belong in pyflakes and pycodestyle."
 optional = false
 python-versions = ">=3.8.1"
-groups = ["main"]
+groups = ["lint"]
 files = [
     {file = "flake8_bugbear-24.12.12-py3-none-any.whl", hash = "sha256:1b6967436f65ca22a42e5373aaa6f2d87966ade9aa38d4baf2a1be550767545e"},
     {file = "flake8_bugbear-24.12.12.tar.gz", hash = "sha256:46273cef0a6b6ff48ca2d69e472f41420a42a46e24b2a8972e4f0d6733d12a64"},
@@ -247,7 +449,7 @@ version = "2.5.0"
 description = "Check for python builtins being used as variables or parameters"
 optional = false
 python-versions = ">=3.8"
-groups = ["main"]
+groups = ["lint"]
 files = [
     {file = "flake8_builtins-2.5.0-py3-none-any.whl", hash = "sha256:8cac7c52c6f0708c0902b46b385bc7e368a9068965083796f1431c0d2e6550cf"},
     {file = "flake8_builtins-2.5.0.tar.gz", hash = "sha256:bdaa3dd823e4f5308c5e712d19fa5f69daa52781ea874f5ea9c3637bcf56faa6"},
@@ -265,7 +467,7 @@ version = "3.17.0"
 description = "A flake8 plugin to help you write better list/set/dict comprehensions."
 optional = false
 python-versions = ">=3.9"
-groups = ["main"]
+groups = ["lint"]
 files = [
     {file = "flake8_comprehensions-3.17.0-py3-none-any.whl", hash = "sha256:3943a9c6f2593c3bc5cc64106c2f89d63c6ecd49c8343597f8257b8fcfc8b0a2"},
     {file = "flake8_comprehensions-3.17.0.tar.gz", hash = "sha256:bf4fa102b2bf4d6c9e999e29e4b2724cbadffb70b937600fc782161be4dc0f4a"},
@@ -280,7 +482,7 @@ version = "1.7.0"
 description = "Extension for flake8 which uses pydocstyle to check docstrings"
 optional = false
 python-versions = ">=3.7"
-groups = ["main"]
+groups = ["lint"]
 files = [
     {file = "flake8_docstrings-1.7.0-py2.py3-none-any.whl", hash = "sha256:51f2344026da083fc084166a9353f5082b01f72901df422f74b4d953ae88ac75"},
     {file = "flake8_docstrings-1.7.0.tar.gz", hash = "sha256:4c8cc748dc16e6869728699e5d0d685da9a10b0ea718e090b1ba088e67a941af"},
@@ -296,7 +498,7 @@ version = "0.0.8"
 description = "Flake8 plugin to enforce Unix/Linux EOL consistency"
 optional = false
 python-versions = ">=3.8"
-groups = ["main"]
+groups = ["lint"]
 files = [
     {file = "flake8-eol-0.0.8.tar.gz", hash = "sha256:a12d836aef941de299984d6c7c4be58ab5d0953507bc68da3e15f09fee0a5e66"},
     {file = "flake8_eol-0.0.8-py3-none-any.whl", hash = "sha256:85759779b32250385cef6d97dd98abae61ec3619f93725857393f948702f06a5"},
@@ -311,7 +513,7 @@ version = "1.5.0"
 description = "Flake8 plugin to find commented out code"
 optional = false
 python-versions = ">=3.8,<4.0"
-groups = ["main"]
+groups = ["lint"]
 files = [
     {file = "flake8_eradicate-1.5.0-py3-none-any.whl", hash = "sha256:18acc922ad7de623f5247c7d5595da068525ec5437dd53b22ec2259b96ce9d22"},
     {file = "flake8_eradicate-1.5.0.tar.gz", hash = "sha256:aee636cb9ecb5594a7cd92d67ad73eb69909e5cc7bd81710cf9d00970f3983a6"},
@@ -328,7 +530,7 @@ version = "0.0.1a0"
 description = "A flake8 plugin to identify commonly unhandled exceptions."
 optional = false
 python-versions = "*"
-groups = ["main"]
+groups = ["lint"]
 files = [
     {file = "flake8_exceptions-0.0.1a0-py2.py3-none-any.whl", hash = "sha256:95b33f1491c794b872ca4f1fad5a7caa36b6a79e5c58fddec93e587816582907"},
     {file = "flake8_exceptions-0.0.1a0.tar.gz", hash = "sha256:824c402fcb82e9f4e45ab61eda2f0710202c61d55476f3123c0c27330abc01ed"},
@@ -343,7 +545,7 @@ version = "0.0.11"
 description = "A flake8 extension that checks expressions complexity"
 optional = false
 python-versions = ">=3.7"
-groups = ["main"]
+groups = ["lint"]
 files = [
     {file = "flake8_expression_complexity-0.0.11-py3-none-any.whl", hash = "sha256:b56bac37f7dd5d3d102a7111c89f6579c2cbd897b868147794c9ed12aadc627c"},
     {file = "flake8_expression_complexity-0.0.11.tar.gz", hash = "sha256:4dd8909fecbc20f53814cdcef9d0b04f61532764278d9b6e8026686812e96631"},
@@ -359,7 +561,7 @@ version = "0.0.5"
 description = "flake8 extension that checks function order within a class"
 optional = false
 python-versions = ">=3.6"
-groups = ["main"]
+groups = ["lint"]
 files = [
     {file = "flake8_function_order-0.0.5-py3-none-any.whl", hash = "sha256:58fd9cdf5584894318dd3949ce51b4000f28810adc053cb092f10911ffe9ec8e"},
     {file = "flake8_function_order-0.0.5.tar.gz", hash = "sha256:16185e1a126ddc7767add8e60616859e3364208fac3650b1c2c624f05c5e39dd"},
@@ -375,7 +577,7 @@ version = "2024.24.12"
 description = ""
 optional = false
 python-versions = "*"
-groups = ["main"]
+groups = ["lint"]
 files = [
     {file = "flake8_logging_format-2024.24.12-py3-none-any.whl", hash = "sha256:7d93c2107354b10a05b1a0d8ccd3a9bfb793aee108007765114c958a7541d674"},
 ]
@@ -390,7 +592,7 @@ version = "1.3.3"
 description = "The package provides base classes and utils for flake8 plugin writing"
 optional = false
 python-versions = ">=3.6,<4.0"
-groups = ["main"]
+groups = ["lint"]
 files = [
     {file = "flake8-plugin-utils-1.3.3.tar.gz", hash = "sha256:39f6f338d038b301c6fd344b06f2e81e382b68fa03c0560dff0d9b1791a11a2c"},
     {file = "flake8_plugin_utils-1.3.3-py3-none-any.whl", hash = "sha256:e4848c57d9d50f19100c2d75fa794b72df068666a9041b4b0409be923356a3ed"},
@@ -402,7 +604,7 @@ version = "1.2.3"
 description = "Flake8 plug-in loading the configuration from pyproject.toml"
 optional = false
 python-versions = ">= 3.6"
-groups = ["main"]
+groups = ["lint"]
 files = [
     {file = "flake8_pyproject-1.2.3-py3-none-any.whl", hash = "sha256:6249fe53545205af5e76837644dc80b4c10037e73a0e5db87ff562d75fb5bd4a"},
 ]
@@ -419,7 +621,7 @@ version = "2.1.0"
 description = "A flake8 plugin checking common style issues or inconsistencies with pytest-based tests."
 optional = false
 python-versions = ">=3.9"
-groups = ["main"]
+groups = ["lint"]
 files = [
     {file = "flake8_pytest_style-2.1.0-py3-none-any.whl", hash = "sha256:a0d6dddcd533bfc13f19b8445907be0330c5e6ccf7090bcd9d5fa5a0b1b65e71"},
     {file = "flake8_pytest_style-2.1.0.tar.gz", hash = "sha256:fee6befdb5915d600ef24e38d48a077d0dcffb032945ae0169486e7ff8a1079a"},
@@ -434,7 +636,7 @@ version = "3.4.0"
 description = "Flake8 lint for quotes."
 optional = false
 python-versions = "*"
-groups = ["main"]
+groups = ["lint"]
 files = [
     {file = "flake8-quotes-3.4.0.tar.gz", hash = "sha256:aad8492fb710a2d3eabe68c5f86a1428de650c8484127e14c43d0504ba30276c"},
 ]
@@ -449,7 +651,7 @@ version = "1.2.0"
 description = "Flake8 plugin that checks return values"
 optional = false
 python-versions = ">=3.6,<4.0"
-groups = ["main"]
+groups = ["lint"]
 files = [
     {file = "flake8-return-1.2.0.tar.gz", hash = "sha256:68dfa56582cd704febd02ad86dcf5df67e38e0836d62f1ceae7930d76d3dd955"},
     {file = "flake8_return-1.2.0-py3-none-any.whl", hash = "sha256:1f07af12954ed03ebe2c2aac2418f78b55374e9929d4956109664588f31582a1"},
@@ -464,7 +666,7 @@ version = "0.22.0"
 description = "flake8 plugin which checks for code that can be simplified"
 optional = false
 python-versions = ">=3.6.1"
-groups = ["main"]
+groups = ["lint"]
 files = [
     {file = "flake8_simplify-0.22.0-py3-none-any.whl", hash = "sha256:812c65bf49d7857093750df71fc9c4a925fc192bfca14ecf04570e224f17581f"},
     {file = "flake8_simplify-0.22.0.tar.gz", hash = "sha256:526421594d5815cf786a637c2a705223956f7e34872b6bb9f66c5ce3e28caaf9"},
@@ -480,7 +682,7 @@ version = "4.12.0"
 description = "A flake8 plugin that helps you write tidier imports."
 optional = false
 python-versions = ">=3.9"
-groups = ["main"]
+groups = ["lint"]
 files = [
     {file = "flake8_tidy_imports-4.12.0-py3-none-any.whl", hash = "sha256:ab1e31a5ce07518a31c0a34cd92551f4c27639ae2c35a21364680a0318da312e"},
     {file = "flake8_tidy_imports-4.12.0.tar.gz", hash = "sha256:9254788c3b6862c2fcec0250d2dc9af089afebff9c5b8a8ac8b9525b059b06db"},
@@ -495,7 +697,7 @@ version = "0.2.0"
 description = "flake8 plugin which checks use of deprecated typing.List, typing.Dict, etc."
 optional = false
 python-versions = "*"
-groups = ["main"]
+groups = ["lint"]
 files = [
     {file = "flake8_wot-0.2.0-py3-none-any.whl", hash = "sha256:4bd4f57204fbb13c33c34849ea763519e277293ff6e46a9e9ce7a5b801fab642"},
     {file = "flake8_wot-0.2.0.tar.gz", hash = "sha256:49368e90e9fb0dc04f65a441c1670e1ba631ca10458e8ebcc0382aa8215d598e"},
@@ -504,13 +706,40 @@ files = [
 [package.dependencies]
 flake8 = ">=3.7"
 
+[[package]]
+name = "idna"
+version = "3.11"
+description = "Internationalized Domain Names in Applications (IDNA)"
+optional = false
+python-versions = ">=3.8"
+groups = ["main"]
+files = [
+    {file = "idna-3.11-py3-none-any.whl", hash = "sha256:771a87f49d9defaf64091e6e6fe9c18d4833f140bd19464795bc32d966ca37ea"},
+    {file = "idna-3.11.tar.gz", hash = "sha256:795dafcc9c04ed0c1fb032c2aa73654d8e8c5023a7df64a53f39190ada629902"},
+]
+
+[package.extras]
+all = ["flake8 (>=7.1.1)", "mypy (>=1.11.2)", "pytest (>=8.3.2)", "ruff (>=0.6.2)"]
+
+[[package]]
+name = "iniconfig"
+version = "2.1.0"
+description = "brain-dead simple config-ini parsing"
+optional = false
+python-versions = ">=3.8"
+groups = ["test"]
+files = [
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+]
+
 [[package]]
 name = "markdown-it-py"
 version = "3.0.0"
 description = "Python port of markdown-it. Markdown parsing, done right!"
 optional = false
 python-versions = ">=3.8"
-groups = ["main"]
+groups = ["lint"]
 files = [
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@@ -535,7 +764,7 @@ version = "0.7.0"
 description = "McCabe checker, plugin for flake8"
 optional = false
 python-versions = ">=3.6"
-groups = ["main"]
+groups = ["lint"]
 files = [
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@@ -547,7 +776,7 @@ version = "0.1.2"
 description = "Markdown URL utilities"
 optional = false
 python-versions = ">=3.7"
-groups = ["main"]
+groups = ["lint"]
 files = [
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@@ -559,7 +788,7 @@ version = "1.1.0"
 description = "Type system extensions for programs checked with the mypy type checker."
 optional = false
 python-versions = ">=3.8"
-groups = ["main"]
+groups = ["lint"]
 files = [
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@@ -571,7 +800,7 @@ version = "25.0"
 description = "Core utilities for Python packages"
 optional = false
 python-versions = ">=3.8"
-groups = ["main"]
+groups = ["lint", "test"]
 files = [
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@@ -583,7 +812,7 @@ version = "0.12.1"
 description = "Utility library for gitignore style pattern matching of file paths."
 optional = false
 python-versions = ">=3.8"
-groups = ["main"]
+groups = ["lint"]
 files = [
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@@ -595,7 +824,7 @@ version = "6.1.1"
 description = "Python Build Reasonableness"
 optional = false
 python-versions = ">=2.6"
-groups = ["main"]
+groups = ["lint"]
 files = [
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@@ -610,7 +839,7 @@ version = "0.15.1"
 description = "Check PEP-8 naming conventions, plugin for flake8"
 optional = false
 python-versions = ">=3.9"
-groups = ["main"]
+groups = ["lint"]
 files = [
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 description = "A small Python package for determining appropriate platform-specific dirs, e.g. a `user data dir`."
 optional = false
 python-versions = ">=3.9"
-groups = ["main"]
+groups = ["lint"]
 files = [
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 test = ["appdirs (==1.4.4)", "covdefaults (>=2.3)", "pytest (>=8.3.4)", "pytest-cov (>=6)", "pytest-mock (>=3.14)"]
 type = ["mypy (>=1.14.1)"]
 
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+version = "1.6.0"
+description = "plugin and hook calling mechanisms for python"
+optional = false
+python-versions = ">=3.9"
+groups = ["test"]
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+]
+
+[package.extras]
+dev = ["pre-commit", "tox"]
+testing = ["coverage", "pytest", "pytest-benchmark"]
+
 [[package]]
 name = "pycodestyle"
 version = "2.14.0"
 description = "Python style guide checker"
 optional = false
 python-versions = ">=3.9"
-groups = ["main"]
+groups = ["lint"]
 files = [
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 ]
 
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+
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 python-versions = ">=3.6"
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 description = "passive checker of Python programs"
 optional = false
 python-versions = ">=3.9"
-groups = ["main"]
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 python-versions = ">=3.8"
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 description = "A Fast, spec compliant Python 3.12+ tokenizer that runs on older Pythons."
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 python-versions = ">=3.8"
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 python-versions = ">=3.8"
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 python-versions = ">=3.8.0"
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     {file = "rich-14.0.0-py3-none-any.whl", hash = "sha256:1c9491e1951aac09caffd42f448ee3d04e58923ffe14993f6e83068dc395d7e0"},
     {file = "rich-14.0.0.tar.gz", hash = "sha256:82f1bc23a6a21ebca4ae0c45af9bdbc492ed20231dcb63f297d6d1021a9d5725"},
@@ -792,14 +1234,14 @@ jupyter = ["ipywidgets (>=7.5.1,<9)"]
 
 [[package]]
 name = "setuptools"
-version = "80.9.0"
+version = "80.8.0"
 description = "Easily download, build, install, upgrade, and uninstall Python packages"
 optional = false
 python-versions = ">=3.9"
-groups = ["main"]
+groups = ["lint"]
 files = [
-    {file = "setuptools-80.9.0-py3-none-any.whl", hash = "sha256:062d34222ad13e0cc312a4c02d73f059e86a4acbfbdea8f8f76b28c99f306922"},
-    {file = "setuptools-80.9.0.tar.gz", hash = "sha256:f36b47402ecde768dbfafc46e8e4207b4360c654f1f3bb84475f0a28628fb19c"},
+    {file = "setuptools-80.8.0-py3-none-any.whl", hash = "sha256:95a60484590d24103af13b686121328cc2736bee85de8936383111e421b9edc0"},
+    {file = "setuptools-80.8.0.tar.gz", hash = "sha256:49f7af965996f26d43c8ae34539c8d99c5042fbff34302ea151eaa9c207cd257"},
 ]
 
 [package.extras]
@@ -817,19 +1259,37 @@ version = "3.0.1"
 description = "This package provides 32 stemmers for 30 languages generated from Snowball algorithms."
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*"
-groups = ["main"]
+groups = ["lint"]
 files = [
     {file = "snowballstemmer-3.0.1-py3-none-any.whl", hash = "sha256:6cd7b3897da8d6c9ffb968a6781fa6532dce9c3618a4b127d920dab764a19064"},
     {file = "snowballstemmer-3.0.1.tar.gz", hash = "sha256:6d5eeeec8e9f84d4d56b847692bacf79bc2c8e90c7f80ca4444ff8b6f2e52895"},
 ]
 
+[[package]]
+name = "starlette"
+version = "0.50.0"
+description = "The little ASGI library that shines."
+optional = false
+python-versions = ">=3.10"
+groups = ["main"]
+files = [
+    {file = "starlette-0.50.0-py3-none-any.whl", hash = "sha256:9e5391843ec9b6e472eed1365a78c8098cfceb7a74bfd4d6b1c0c0095efb3bca"},
+    {file = "starlette-0.50.0.tar.gz", hash = "sha256:a2a17b22203254bcbc2e1f926d2d55f3f9497f769416b3190768befe598fa3ca"},
+]
+
+[package.dependencies]
+anyio = ">=3.6.2,<5"
+
+[package.extras]
+full = ["httpx (>=0.27.0,<0.29.0)", "itsdangerous", "jinja2", "python-multipart (>=0.0.18)", "pyyaml"]
+
 [[package]]
 name = "stevedore"
 version = "5.4.1"
 description = "Manage dynamic plugins for Python applications"
 optional = false
 python-versions = ">=3.9"
-groups = ["main"]
+groups = ["lint"]
 files = [
     {file = "stevedore-5.4.1-py3-none-any.whl", hash = "sha256:d10a31c7b86cba16c1f6e8d15416955fc797052351a56af15e608ad20811fcfe"},
     {file = "stevedore-5.4.1.tar.gz", hash = "sha256:3135b5ae50fe12816ef291baff420acb727fcd356106e3e9cbfa9e5985cd6f4b"},
@@ -838,7 +1298,34 @@ files = [
 [package.dependencies]
 pbr = ">=2.0.0"
 
+[[package]]
+name = "typing-extensions"
+version = "4.15.0"
+description = "Backported and Experimental Type Hints for Python 3.9+"
+optional = false
+python-versions = ">=3.9"
+groups = ["main"]
+files = [
+    {file = "typing_extensions-4.15.0-py3-none-any.whl", hash = "sha256:f0fa19c6845758ab08074a0cfa8b7aecb71c999ca73d62883bc25cc018c4e548"},
+    {file = "typing_extensions-4.15.0.tar.gz", hash = "sha256:0cea48d173cc12fa28ecabc3b837ea3cf6f38c6d1136f85cbaaf598984861466"},
+]
+
+[[package]]
+name = "typing-inspection"
+version = "0.4.2"
+description = "Runtime typing introspection tools"
+optional = false
+python-versions = ">=3.9"
+groups = ["main"]
+files = [
+    {file = "typing_inspection-0.4.2-py3-none-any.whl", hash = "sha256:4ed1cacbdc298c220f1bd249ed5287caa16f34d44ef4e9c3d0cbad5b521545e7"},
+    {file = "typing_inspection-0.4.2.tar.gz", hash = "sha256:ba561c48a67c5958007083d386c3295464928b01faa735ab8547c5692e87f464"},
+]
+
+[package.dependencies]
+typing-extensions = ">=4.12.0"
+
 [metadata]
 lock-version = "2.1"
 python-versions = "^3.13"
-content-hash = "8e1daf7d05187ea3c37eb6656b47d8c0946a50875e4f9fd69780fb3b9a5f48de"
+content-hash = "f0973ad3ee366c9fbd8c2a4cb5606ab6e2d4c72c8d282cda8cd0630e48ababd1"
diff --git a/libs/pyproject.toml b/libs/pyproject.toml
index 45149407..e1abc335 100644
--- a/libs/pyproject.toml
+++ b/libs/pyproject.toml
@@ -47,6 +47,7 @@ max-line-length = 120
 name = "rag_libs"
 version = "v3.4.0"
 description = "The libraries for building robust RAG."
+package-mode = false
 authors = [
     "STACKIT GmbH & Co. KG <data-ai@stackit.cloud>",
 ]
@@ -64,6 +65,14 @@ build-backend = "poetry.core.masonry.api"
 
 [tool.poetry.dependencies]
 python = "^3.13"
+fastapi = "^0.121.2"
+
+[tool.poetry.group.test.dependencies]
+pytest = "^8.3.5"
+pytest-asyncio = "^1.0.0"
+coverage = "^7.8.0"
+
+[tool.poetry.group.lint.dependencies]
 flake8 = "^7.2.0"
 flake8-black = "^0.4.0"
 flake8-pyproject = "^1.2.3"
@@ -87,3 +96,6 @@ flake8-tidy-imports = "^4.10.0"
 black = "^25.1.0"
 flake8-logging-format = "^2024.24.12"
 flake8-docstrings = "^1.7.0"
+
+[tool.poetry.group.dev.dependencies]
+debugpy = "^1.8.14"
diff --git a/libs/rag-core-api/poetry.lock b/libs/rag-core-api/poetry.lock
index 07f86151..a7a8e0d9 100644
--- a/libs/rag-core-api/poetry.lock
+++ b/libs/rag-core-api/poetry.lock
@@ -1,4 +1,4 @@
-# This file is automatically @generated by Poetry 2.2.1 and should not be changed by hand.
+# This file is automatically @generated by Poetry 2.3.1 and should not be changed by hand.
 
 [[package]]
 name = "aiohappyeyeballs"
@@ -232,7 +232,7 @@ version = "0.8.1"
 description = "Read/rewrite/write Python ASTs"
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,>=2.7"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "astor-0.8.1-py2.py3-none-any.whl", hash = "sha256:070a54e890cefb5b3739d19f30f5a5ec840ffc9c50ffa7d23cc9fc1a38ebbfc5"},
     {file = "astor-0.8.1.tar.gz", hash = "sha256:6a6effda93f4e1ce9f618779b2dd1d9d84f1e32812c23a29b3fff6fd7f63fa5e"},
@@ -244,7 +244,7 @@ version = "3.0.0"
 description = "Pretty print the output of python stdlib `ast.parse`."
 optional = false
 python-versions = ">=3.8"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "astpretty-3.0.0-py2.py3-none-any.whl", hash = "sha256:15bfd47593667169485a1fa7938b8de9445b11057d6f2b6e214b2f70667f94b6"},
     {file = "astpretty-3.0.0.tar.gz", hash = "sha256:b08c95f32e5994454ea99882ff3c4a0afc8254c38998a0ed4b479dba448dc581"},
@@ -256,7 +256,7 @@ version = "25.3.0"
 description = "Classes Without Boilerplate"
 optional = false
 python-versions = ">=3.8"
-groups = ["main", "dev"]
+groups = ["main", "lint"]
 files = [
     {file = "attrs-25.3.0-py3-none-any.whl", hash = "sha256:427318ce031701fea540783410126f03899a97ffc6f61596ad581ac2e40e3bc3"},
     {file = "attrs-25.3.0.tar.gz", hash = "sha256:75d7cefc7fb576747b2c81b4442d4d4a1ce0900973527c011d1030fd3bf4af1b"},
@@ -288,7 +288,7 @@ version = "1.8.6"
 description = "Security oriented static analyser for python code."
 optional = false
 python-versions = ">=3.9"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "bandit-1.8.6-py3-none-any.whl", hash = "sha256:3348e934d736fcdb68b6aa4030487097e23a501adf3e7827b63658df464dddd0"},
     {file = "bandit-1.8.6.tar.gz", hash = "sha256:dbfe9c25fc6961c2078593de55fd19f2559f9e45b99f1272341f5b95dea4e56b"},
@@ -313,7 +313,7 @@ version = "25.9.0"
 description = "The uncompromising code formatter."
 optional = false
 python-versions = ">=3.9"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "black-25.9.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:ce41ed2614b706fd55fd0b4a6909d06b5bab344ffbfadc6ef34ae50adba3d4f7"},
     {file = "black-25.9.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:2ab0ce111ef026790e9b13bd216fa7bc48edd934ffc4cbf78808b235793cbc92"},
@@ -554,7 +554,7 @@ version = "8.2.1"
 description = "Composable command line interface toolkit"
 optional = false
 python-versions = ">=3.10"
-groups = ["main", "dev"]
+groups = ["main", "lint"]
 files = [
     {file = "click-8.2.1-py3-none-any.whl", hash = "sha256:61a3265b914e850b85317d0b3109c7f8cd35a670f963866005d6ef1d5175a12b"},
     {file = "click-8.2.1.tar.gz", hash = "sha256:27c491cc05d968d271d5a1db13e3b5a184636d9d930f148c50b038f0d0646202"},
@@ -569,12 +569,12 @@ version = "0.4.6"
 description = "Cross-platform colored terminal text."
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,>=2.7"
-groups = ["main", "dev"]
-markers = "platform_system == \"Windows\" or sys_platform == \"win32\""
+groups = ["main", "lint", "test"]
 files = [
     {file = "colorama-0.4.6-py2.py3-none-any.whl", hash = "sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6"},
     {file = "colorama-0.4.6.tar.gz", hash = "sha256:08695f5cb7ed6e0531a20572697297273c47b8cae5a63ffc6d6ed5c201be6e44"},
 ]
+markers = {main = "platform_system == \"Windows\" or sys_platform == \"win32\"", lint = "platform_system == \"Windows\"", test = "sys_platform == \"win32\""}
 
 [[package]]
 name = "coloredlogs"
@@ -600,7 +600,7 @@ version = "7.10.7"
 description = "Code coverage measurement for Python"
 optional = false
 python-versions = ">=3.9"
-groups = ["dev"]
+groups = ["test"]
 files = [
     {file = "coverage-7.10.7-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:fc04cc7a3db33664e0c2d10eb8990ff6b3536f6842c9590ae8da4c614b9ed05a"},
     {file = "coverage-7.10.7-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:e201e015644e207139f7e2351980feb7040e6f4b2c2978892f3e3789d1c125e5"},
@@ -938,7 +938,7 @@ version = "2.3.0"
 description = "Removes commented-out code."
 optional = false
 python-versions = "*"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "eradicate-2.3.0-py3-none-any.whl", hash = "sha256:2b29b3dd27171f209e4ddd8204b70c02f0682ae95eecb353f10e8d72b149c63e"},
     {file = "eradicate-2.3.0.tar.gz", hash = "sha256:06df115be3b87d0fc1c483db22a2ebb12bcf40585722810d809cc770f5031c37"},
@@ -1014,7 +1014,7 @@ version = "7.3.0"
 description = "the modular source code checker: pep8 pyflakes and co"
 optional = false
 python-versions = ">=3.9"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "flake8-7.3.0-py2.py3-none-any.whl", hash = "sha256:b9696257b9ce8beb888cdbe31cf885c90d31928fe202be0889a7cdafad32f01e"},
     {file = "flake8-7.3.0.tar.gz", hash = "sha256:fe044858146b9fc69b551a4b490d69cf960fcb78ad1edcb84e7fbb1b4a8e3872"},
@@ -1031,7 +1031,7 @@ version = "0.1.0"
 description = "A flake8 extension that checks for type annotations complexity"
 optional = false
 python-versions = ">=3.9"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "flake8_annotations_complexity-0.1.0-py3-none-any.whl", hash = "sha256:102d75f5ba0c667cde9c563062f4e7c616ca84bf5bfdc9c1f960a2655133ce35"},
     {file = "flake8_annotations_complexity-0.1.0.tar.gz", hash = "sha256:98b86ef87de5331d2b61f3cf472dcf6b8ff1a5ddde46f78bc894b464f06e1414"},
@@ -1046,7 +1046,7 @@ version = "4.1.1"
 description = "Automated security testing with bandit and flake8."
 optional = false
 python-versions = ">=3.6"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "flake8_bandit-4.1.1-py3-none-any.whl", hash = "sha256:4c8a53eb48f23d4ef1e59293657181a3c989d0077c9952717e98a0eace43e06d"},
     {file = "flake8_bandit-4.1.1.tar.gz", hash = "sha256:068e09287189cbfd7f986e92605adea2067630b75380c6b5733dab7d87f9a84e"},
@@ -1062,7 +1062,7 @@ version = "0.4.0"
 description = "flake8 plugin to call black as a code style validator"
 optional = false
 python-versions = ">=3.9"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "flake8_black-0.4.0-py3-none-any.whl", hash = "sha256:288762d0c9ea065782d87eeecbcc20c69079d17fe1d0f0445f0eb0b0ffb80c39"},
     {file = "flake8_black-0.4.0.tar.gz", hash = "sha256:bf226868f695dee48d55ff6d7747e900709bfd6f605b7a378c70e711e3fc26cb"},
@@ -1081,7 +1081,7 @@ version = "24.12.12"
 description = "A plugin for flake8 finding likely bugs and design problems in your program. Contains warnings that don't belong in pyflakes and pycodestyle."
 optional = false
 python-versions = ">=3.8.1"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "flake8_bugbear-24.12.12-py3-none-any.whl", hash = "sha256:1b6967436f65ca22a42e5373aaa6f2d87966ade9aa38d4baf2a1be550767545e"},
     {file = "flake8_bugbear-24.12.12.tar.gz", hash = "sha256:46273cef0a6b6ff48ca2d69e472f41420a42a46e24b2a8972e4f0d6733d12a64"},
@@ -1100,7 +1100,7 @@ version = "2.5.0"
 description = "Check for python builtins being used as variables or parameters"
 optional = false
 python-versions = ">=3.8"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "flake8_builtins-2.5.0-py3-none-any.whl", hash = "sha256:8cac7c52c6f0708c0902b46b385bc7e368a9068965083796f1431c0d2e6550cf"},
     {file = "flake8_builtins-2.5.0.tar.gz", hash = "sha256:bdaa3dd823e4f5308c5e712d19fa5f69daa52781ea874f5ea9c3637bcf56faa6"},
@@ -1118,7 +1118,7 @@ version = "3.17.0"
 description = "A flake8 plugin to help you write better list/set/dict comprehensions."
 optional = false
 python-versions = ">=3.9"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "flake8_comprehensions-3.17.0-py3-none-any.whl", hash = "sha256:3943a9c6f2593c3bc5cc64106c2f89d63c6ecd49c8343597f8257b8fcfc8b0a2"},
     {file = "flake8_comprehensions-3.17.0.tar.gz", hash = "sha256:bf4fa102b2bf4d6c9e999e29e4b2724cbadffb70b937600fc782161be4dc0f4a"},
@@ -1133,7 +1133,7 @@ version = "1.7.0"
 description = "Extension for flake8 which uses pydocstyle to check docstrings"
 optional = false
 python-versions = ">=3.7"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "flake8_docstrings-1.7.0-py2.py3-none-any.whl", hash = "sha256:51f2344026da083fc084166a9353f5082b01f72901df422f74b4d953ae88ac75"},
     {file = "flake8_docstrings-1.7.0.tar.gz", hash = "sha256:4c8cc748dc16e6869728699e5d0d685da9a10b0ea718e090b1ba088e67a941af"},
@@ -1149,7 +1149,7 @@ version = "0.0.8"
 description = "Flake8 plugin to enforce Unix/Linux EOL consistency"
 optional = false
 python-versions = ">=3.8"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "flake8-eol-0.0.8.tar.gz", hash = "sha256:a12d836aef941de299984d6c7c4be58ab5d0953507bc68da3e15f09fee0a5e66"},
     {file = "flake8_eol-0.0.8-py3-none-any.whl", hash = "sha256:85759779b32250385cef6d97dd98abae61ec3619f93725857393f948702f06a5"},
@@ -1164,7 +1164,7 @@ version = "1.5.0"
 description = "Flake8 plugin to find commented out code"
 optional = false
 python-versions = ">=3.8,<4.0"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "flake8_eradicate-1.5.0-py3-none-any.whl", hash = "sha256:18acc922ad7de623f5247c7d5595da068525ec5437dd53b22ec2259b96ce9d22"},
     {file = "flake8_eradicate-1.5.0.tar.gz", hash = "sha256:aee636cb9ecb5594a7cd92d67ad73eb69909e5cc7bd81710cf9d00970f3983a6"},
@@ -1181,7 +1181,7 @@ version = "0.0.1a0"
 description = "A flake8 plugin to identify commonly unhandled exceptions."
 optional = false
 python-versions = "*"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "flake8_exceptions-0.0.1a0-py2.py3-none-any.whl", hash = "sha256:95b33f1491c794b872ca4f1fad5a7caa36b6a79e5c58fddec93e587816582907"},
     {file = "flake8_exceptions-0.0.1a0.tar.gz", hash = "sha256:824c402fcb82e9f4e45ab61eda2f0710202c61d55476f3123c0c27330abc01ed"},
@@ -1196,7 +1196,7 @@ version = "0.0.11"
 description = "A flake8 extension that checks expressions complexity"
 optional = false
 python-versions = ">=3.7"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "flake8_expression_complexity-0.0.11-py3-none-any.whl", hash = "sha256:b56bac37f7dd5d3d102a7111c89f6579c2cbd897b868147794c9ed12aadc627c"},
     {file = "flake8_expression_complexity-0.0.11.tar.gz", hash = "sha256:4dd8909fecbc20f53814cdcef9d0b04f61532764278d9b6e8026686812e96631"},
@@ -1212,7 +1212,7 @@ version = "0.0.5"
 description = "flake8 extension that checks function order within a class"
 optional = false
 python-versions = ">=3.6"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "flake8_function_order-0.0.5-py3-none-any.whl", hash = "sha256:58fd9cdf5584894318dd3949ce51b4000f28810adc053cb092f10911ffe9ec8e"},
     {file = "flake8_function_order-0.0.5.tar.gz", hash = "sha256:16185e1a126ddc7767add8e60616859e3364208fac3650b1c2c624f05c5e39dd"},
@@ -1228,7 +1228,7 @@ version = "2024.24.12"
 description = ""
 optional = false
 python-versions = "*"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "flake8_logging_format-2024.24.12-py3-none-any.whl", hash = "sha256:7d93c2107354b10a05b1a0d8ccd3a9bfb793aee108007765114c958a7541d674"},
 ]
@@ -1243,7 +1243,7 @@ version = "1.3.3"
 description = "The package provides base classes and utils for flake8 plugin writing"
 optional = false
 python-versions = ">=3.6,<4.0"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "flake8-plugin-utils-1.3.3.tar.gz", hash = "sha256:39f6f338d038b301c6fd344b06f2e81e382b68fa03c0560dff0d9b1791a11a2c"},
     {file = "flake8_plugin_utils-1.3.3-py3-none-any.whl", hash = "sha256:e4848c57d9d50f19100c2d75fa794b72df068666a9041b4b0409be923356a3ed"},
@@ -1255,7 +1255,7 @@ version = "1.2.3"
 description = "Flake8 plug-in loading the configuration from pyproject.toml"
 optional = false
 python-versions = ">= 3.6"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "flake8_pyproject-1.2.3-py3-none-any.whl", hash = "sha256:6249fe53545205af5e76837644dc80b4c10037e73a0e5db87ff562d75fb5bd4a"},
 ]
@@ -1272,7 +1272,7 @@ version = "2.1.0"
 description = "A flake8 plugin checking common style issues or inconsistencies with pytest-based tests."
 optional = false
 python-versions = ">=3.9"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "flake8_pytest_style-2.1.0-py3-none-any.whl", hash = "sha256:a0d6dddcd533bfc13f19b8445907be0330c5e6ccf7090bcd9d5fa5a0b1b65e71"},
     {file = "flake8_pytest_style-2.1.0.tar.gz", hash = "sha256:fee6befdb5915d600ef24e38d48a077d0dcffb032945ae0169486e7ff8a1079a"},
@@ -1287,7 +1287,7 @@ version = "3.4.0"
 description = "Flake8 lint for quotes."
 optional = false
 python-versions = "*"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "flake8-quotes-3.4.0.tar.gz", hash = "sha256:aad8492fb710a2d3eabe68c5f86a1428de650c8484127e14c43d0504ba30276c"},
 ]
@@ -1302,7 +1302,7 @@ version = "1.2.0"
 description = "Flake8 plugin that checks return values"
 optional = false
 python-versions = ">=3.6,<4.0"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "flake8-return-1.2.0.tar.gz", hash = "sha256:68dfa56582cd704febd02ad86dcf5df67e38e0836d62f1ceae7930d76d3dd955"},
     {file = "flake8_return-1.2.0-py3-none-any.whl", hash = "sha256:1f07af12954ed03ebe2c2aac2418f78b55374e9929d4956109664588f31582a1"},
@@ -1317,7 +1317,7 @@ version = "0.22.0"
 description = "flake8 plugin which checks for code that can be simplified"
 optional = false
 python-versions = ">=3.6.1"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "flake8_simplify-0.22.0-py3-none-any.whl", hash = "sha256:812c65bf49d7857093750df71fc9c4a925fc192bfca14ecf04570e224f17581f"},
     {file = "flake8_simplify-0.22.0.tar.gz", hash = "sha256:526421594d5815cf786a637c2a705223956f7e34872b6bb9f66c5ce3e28caaf9"},
@@ -1333,7 +1333,7 @@ version = "4.12.0"
 description = "A flake8 plugin that helps you write tidier imports."
 optional = false
 python-versions = ">=3.9"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "flake8_tidy_imports-4.12.0-py3-none-any.whl", hash = "sha256:ab1e31a5ce07518a31c0a34cd92551f4c27639ae2c35a21364680a0318da312e"},
     {file = "flake8_tidy_imports-4.12.0.tar.gz", hash = "sha256:9254788c3b6862c2fcec0250d2dc9af089afebff9c5b8a8ac8b9525b059b06db"},
@@ -1348,7 +1348,7 @@ version = "0.2.0"
 description = "flake8 plugin which checks use of deprecated typing.List, typing.Dict, etc."
 optional = false
 python-versions = "*"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "flake8_wot-0.2.0-py3-none-any.whl", hash = "sha256:4bd4f57204fbb13c33c34849ea763519e277293ff6e46a9e9ce7a5b801fab642"},
     {file = "flake8_wot-0.2.0.tar.gz", hash = "sha256:49368e90e9fb0dc04f65a441c1670e1ba631ca10458e8ebcc0382aa8215d598e"},
@@ -1966,7 +1966,7 @@ version = "2.1.0"
 description = "brain-dead simple config-ini parsing"
 optional = false
 python-versions = ">=3.8"
-groups = ["main", "dev"]
+groups = ["test"]
 files = [
     {file = "iniconfig-2.1.0-py3-none-any.whl", hash = "sha256:9deba5723312380e77435581c6bf4935c94cbfab9b1ed33ef8d238ea168eb760"},
     {file = "iniconfig-2.1.0.tar.gz", hash = "sha256:3abbd2e30b36733fee78f9c7f7308f2d0050e88f0087fd25c2645f63c773e1c7"},
@@ -2493,7 +2493,7 @@ colorama = {version = ">=0.3.4", markers = "sys_platform == \"win32\""}
 win32-setctime = {version = ">=1.0.0", markers = "sys_platform == \"win32\""}
 
 [package.extras]
-dev = ["Sphinx (==8.1.3) ; python_version >= \"3.11\"", "build (==1.2.2) ; python_version >= \"3.11\"", "colorama (==0.4.5) ; python_version < \"3.8\"", "colorama (==0.4.6) ; python_version >= \"3.8\"", "exceptiongroup (==1.1.3) ; python_version >= \"3.7\" and python_version < \"3.11\"", "freezegun (==1.1.0) ; python_version < \"3.8\"", "freezegun (==1.5.0) ; python_version >= \"3.8\"", "mypy (==v0.910) ; python_version < \"3.6\"", "mypy (==v0.971) ; python_version == \"3.6\"", "mypy (==v1.13.0) ; python_version >= \"3.8\"", "mypy (==v1.4.1) ; python_version == \"3.7\"", "myst-parser (==4.0.0) ; python_version >= \"3.11\"", "pre-commit (==4.0.1) ; python_version >= \"3.9\"", "pytest (==6.1.2) ; python_version < \"3.8\"", "pytest (==8.3.2) ; python_version >= \"3.8\"", "pytest-cov (==2.12.1) ; python_version < \"3.8\"", "pytest-cov (==5.0.0) ; python_version == \"3.8\"", "pytest-cov (==6.0.0) ; python_version >= \"3.9\"", "pytest-mypy-plugins (==1.9.3) ; python_version >= \"3.6\" and python_version < \"3.8\"", "pytest-mypy-plugins (==3.1.0) ; python_version >= \"3.8\"", "sphinx-rtd-theme (==3.0.2) ; python_version >= \"3.11\"", "tox (==3.27.1) ; python_version < \"3.8\"", "tox (==4.23.2) ; python_version >= \"3.8\"", "twine (==6.0.1) ; python_version >= \"3.11\""]
+dev = ["Sphinx (==8.1.3) ; python_version >= \"3.11\"", "build (==1.2.2) ; python_version >= \"3.11\"", "colorama (==0.4.5) ; python_version < \"3.8\"", "colorama (==0.4.6) ; python_version >= \"3.8\"", "exceptiongroup (==1.1.3) ; python_version >= \"3.7\" and python_version < \"3.11\"", "freezegun (==1.1.0) ; python_version < \"3.8\"", "freezegun (==1.5.0) ; python_version >= \"3.8\"", "mypy (==0.910) ; python_version < \"3.6\"", "mypy (==0.971) ; python_version == \"3.6\"", "mypy (==1.13.0) ; python_version >= \"3.8\"", "mypy (==1.4.1) ; python_version == \"3.7\"", "myst-parser (==4.0.0) ; python_version >= \"3.11\"", "pre-commit (==4.0.1) ; python_version >= \"3.9\"", "pytest (==6.1.2) ; python_version < \"3.8\"", "pytest (==8.3.2) ; python_version >= \"3.8\"", "pytest-cov (==2.12.1) ; python_version < \"3.8\"", "pytest-cov (==5.0.0) ; python_version == \"3.8\"", "pytest-cov (==6.0.0) ; python_version >= \"3.9\"", "pytest-mypy-plugins (==1.9.3) ; python_version >= \"3.6\" and python_version < \"3.8\"", "pytest-mypy-plugins (==3.1.0) ; python_version >= \"3.8\"", "sphinx-rtd-theme (==3.0.2) ; python_version >= \"3.11\"", "tox (==3.27.1) ; python_version < \"3.8\"", "tox (==4.23.2) ; python_version >= \"3.8\"", "twine (==6.0.1) ; python_version >= \"3.11\""]
 
 [[package]]
 name = "markdown-it-py"
@@ -2501,7 +2501,7 @@ version = "3.0.0"
 description = "Python port of markdown-it. Markdown parsing, done right!"
 optional = false
 python-versions = ">=3.8"
-groups = ["main", "dev"]
+groups = ["main", "lint"]
 files = [
     {file = "markdown-it-py-3.0.0.tar.gz", hash = "sha256:e3f60a94fa066dc52ec76661e37c851cb232d92f9886b15cb560aaada2df8feb"},
     {file = "markdown_it_py-3.0.0-py3-none-any.whl", hash = "sha256:355216845c60bd96232cd8d8c40e8f9765cc86f46880e43a8fd22dc1a1a8cab1"},
@@ -2617,7 +2617,7 @@ version = "0.7.0"
 description = "McCabe checker, plugin for flake8"
 optional = false
 python-versions = ">=3.6"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "mccabe-0.7.0-py2.py3-none-any.whl", hash = "sha256:6c2d30ab6be0e4a46919781807b4f0d834ebdd6c6e3dca0bda5a15f863427b6e"},
     {file = "mccabe-0.7.0.tar.gz", hash = "sha256:348e0240c33b60bbdf4e523192ef919f28cb2c3d7d5c7794f74009290f236325"},
@@ -2629,7 +2629,7 @@ version = "0.1.2"
 description = "Markdown URL utilities"
 optional = false
 python-versions = ">=3.7"
-groups = ["main", "dev"]
+groups = ["main", "lint"]
 files = [
     {file = "mdurl-0.1.2-py3-none-any.whl", hash = "sha256:84008a41e51615a49fc9966191ff91509e3c40b939176e643fd50a5c2196b8f8"},
     {file = "mdurl-0.1.2.tar.gz", hash = "sha256:bb413d29f5eea38f31dd4754dd7377d4465116fb207585f97bf925588687c1ba"},
@@ -2903,7 +2903,7 @@ version = "1.1.0"
 description = "Type system extensions for programs checked with the mypy type checker."
 optional = false
 python-versions = ">=3.8"
-groups = ["main", "dev"]
+groups = ["main", "lint"]
 files = [
     {file = "mypy_extensions-1.1.0-py3-none-any.whl", hash = "sha256:1be4cccdb0f2482337c4743e60421de3a356cd97508abadd57d47403e94f5505"},
     {file = "mypy_extensions-1.1.0.tar.gz", hash = "sha256:52e68efc3284861e772bbcd66823fde5ae21fd2fdb51c62a211403730b916558"},
@@ -3325,7 +3325,7 @@ version = "24.2"
 description = "Core utilities for Python packages"
 optional = false
 python-versions = ">=3.8"
-groups = ["main", "dev"]
+groups = ["main", "lint", "test"]
 files = [
     {file = "packaging-24.2-py3-none-any.whl", hash = "sha256:09abb1bccd265c01f4a3aa3f7a7db064b36514d2cba19a2f694fe6150451a759"},
     {file = "packaging-24.2.tar.gz", hash = "sha256:c228a6dc5e932d346bc5739379109d49e8853dd8223571c7c5b55260edc0b97f"},
@@ -3420,7 +3420,7 @@ version = "0.12.1"
 description = "Utility library for gitignore style pattern matching of file paths."
 optional = false
 python-versions = ">=3.8"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "pathspec-0.12.1-py3-none-any.whl", hash = "sha256:a0d503e138a4c123b27490a4f7beda6a01c6f288df0e4a8b79c7eb0dc7b4cc08"},
     {file = "pathspec-0.12.1.tar.gz", hash = "sha256:a482d51503a1ab33b1c67a6c3813a26953dbdc71c31dacaef9a838c4e29f5712"},
@@ -3432,7 +3432,7 @@ version = "6.1.1"
 description = "Python Build Reasonableness"
 optional = false
 python-versions = ">=2.6"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "pbr-6.1.1-py2.py3-none-any.whl", hash = "sha256:38d4daea5d9fa63b3f626131b9d34947fd0c8be9b05a29276870580050a25a76"},
     {file = "pbr-6.1.1.tar.gz", hash = "sha256:93ea72ce6989eb2eed99d0f75721474f69ad88128afdef5ac377eb797c4bf76b"},
@@ -3447,7 +3447,7 @@ version = "0.15.1"
 description = "Check PEP-8 naming conventions, plugin for flake8"
 optional = false
 python-versions = ">=3.9"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "pep8_naming-0.15.1-py3-none-any.whl", hash = "sha256:eb63925e7fd9e028c7f7ee7b1e413ec03d1ee5de0e627012102ee0222c273c86"},
     {file = "pep8_naming-0.15.1.tar.gz", hash = "sha256:f6f4a499aba2deeda93c1f26ccc02f3da32b035c8b2db9696b730ef2c9639d29"},
@@ -3587,7 +3587,7 @@ version = "4.3.8"
 description = "A small Python package for determining appropriate platform-specific dirs, e.g. a `user data dir`."
 optional = false
 python-versions = ">=3.9"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "platformdirs-4.3.8-py3-none-any.whl", hash = "sha256:ff7059bb7eb1179e2685604f4aaf157cfd9535242bd23742eadc3c13542139b4"},
     {file = "platformdirs-4.3.8.tar.gz", hash = "sha256:3d512d96e16bcb959a814c9f348431070822a6496326a4be0911c40b5a74c2bc"},
@@ -3604,7 +3604,7 @@ version = "1.6.0"
 description = "plugin and hook calling mechanisms for python"
 optional = false
 python-versions = ">=3.9"
-groups = ["main", "dev"]
+groups = ["test"]
 files = [
     {file = "pluggy-1.6.0-py3-none-any.whl", hash = "sha256:e920276dd6813095e9377c0bc5566d94c932c33b27a3e3945d8389c374dd4746"},
     {file = "pluggy-1.6.0.tar.gz", hash = "sha256:7dcc130b76258d33b90f61b658791dede3486c3e6bfb003ee5c9bfb396dd22f3"},
@@ -3912,7 +3912,7 @@ version = "2.14.0"
 description = "Python style guide checker"
 optional = false
 python-versions = ">=3.9"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "pycodestyle-2.14.0-py2.py3-none-any.whl", hash = "sha256:dd6bf7cb4ee77f8e016f9c8e74a35ddd9f67e1d5fd4184d86c3b98e07099f42d"},
     {file = "pycodestyle-2.14.0.tar.gz", hash = "sha256:c4b5b517d278089ff9d0abdec919cd97262a3367449ea1c8b49b91529167b783"},
@@ -4095,7 +4095,7 @@ version = "6.3.0"
 description = "Python docstring style checker"
 optional = false
 python-versions = ">=3.6"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "pydocstyle-6.3.0-py3-none-any.whl", hash = "sha256:118762d452a49d6b05e194ef344a55822987a462831ade91ec5c06fd2169d019"},
     {file = "pydocstyle-6.3.0.tar.gz", hash = "sha256:7ce43f0c0ac87b07494eb9c0b462c0b73e6ff276807f204d6b53edc72b7e44e1"},
@@ -4113,7 +4113,7 @@ version = "3.4.0"
 description = "passive checker of Python programs"
 optional = false
 python-versions = ">=3.9"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "pyflakes-3.4.0-py2.py3-none-any.whl", hash = "sha256:f742a7dbd0d9cb9ea41e9a24a918996e8170c799fa528688d40dd582c8265f4f"},
     {file = "pyflakes-3.4.0.tar.gz", hash = "sha256:b24f96fafb7d2ab0ec5075b7350b3d2d2218eab42003821c06344973d3ea2f58"},
@@ -4125,7 +4125,7 @@ version = "2.19.2"
 description = "Pygments is a syntax highlighting package written in Python."
 optional = false
 python-versions = ">=3.8"
-groups = ["main", "dev"]
+groups = ["main", "lint", "test"]
 files = [
     {file = "pygments-2.19.2-py3-none-any.whl", hash = "sha256:86540386c03d588bb81d44bc3928634ff26449851e99741617ecb9037ee5ec0b"},
     {file = "pygments-2.19.2.tar.gz", hash = "sha256:636cb2477cec7f8952536970bc533bc43743542f70392ae026374600add5b887"},
@@ -4156,7 +4156,7 @@ version = "8.4.2"
 description = "pytest: simple powerful testing with Python"
 optional = false
 python-versions = ">=3.9"
-groups = ["main", "dev"]
+groups = ["test"]
 files = [
     {file = "pytest-8.4.2-py3-none-any.whl", hash = "sha256:872f880de3fc3a5bdc88a11b39c9710c3497a547cfa9320bc3c5e62fbf272e79"},
     {file = "pytest-8.4.2.tar.gz", hash = "sha256:86c0d0b93306b961d58d62a4db4879f27fe25513d4b969df351abdddb3c30e01"},
@@ -4178,7 +4178,7 @@ version = "0.26.0"
 description = "Pytest support for asyncio"
 optional = false
 python-versions = ">=3.9"
-groups = ["main"]
+groups = ["test"]
 files = [
     {file = "pytest_asyncio-0.26.0-py3-none-any.whl", hash = "sha256:7b51ed894f4fbea1340262bdae5135797ebbe21d8638978e35d31c6d19f72fb0"},
     {file = "pytest_asyncio-0.26.0.tar.gz", hash = "sha256:c4df2a697648241ff39e7f0e4a73050b03f123f760673956cf0d72a4990e312f"},
@@ -4227,7 +4227,7 @@ version = "0.1.10"
 description = "A Fast, spec compliant Python 3.12+ tokenizer that runs on older Pythons."
 optional = false
 python-versions = ">=3.8"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "pytokens-0.1.10-py3-none-any.whl", hash = "sha256:db7b72284e480e69fb085d9f251f66b3d2df8b7166059261258ff35f50fb711b"},
     {file = "pytokens-0.1.10.tar.gz", hash = "sha256:c9a4bfa0be1d26aebce03e6884ba454e842f186a59ea43a6d3b25af58223c044"},
@@ -4281,7 +4281,7 @@ version = "6.0.3"
 description = "YAML parser and emitter for Python"
 optional = false
 python-versions = ">=3.8"
-groups = ["main", "dev"]
+groups = ["main", "lint"]
 files = [
     {file = "PyYAML-6.0.3-cp38-cp38-macosx_10_13_x86_64.whl", hash = "sha256:c2514fceb77bc5e7a2f7adfaa1feb2fb311607c9cb518dbc378688ec73d8292f"},
     {file = "PyYAML-6.0.3-cp38-cp38-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:9c57bb8c96f6d1808c030b1687b9b5fb476abaa47f0db9c0101f5e9f394e97f4"},
@@ -4385,7 +4385,7 @@ fastembed-gpu = ["fastembed-gpu (>=0.7,<0.8)"]
 
 [[package]]
 name = "rag-core-lib"
-version = "v3.4.0"
+version = "3.4.0"
 description = "The rag-core-lib contains the shared components of at least two of the rag libs."
 optional = false
 python-versions = "^3.13"
@@ -4617,7 +4617,7 @@ version = "14.0.0"
 description = "Render rich text, tables, progress bars, syntax highlighting, markdown and more to the terminal"
 optional = false
 python-versions = ">=3.8.0"
-groups = ["main", "dev"]
+groups = ["main", "lint"]
 files = [
     {file = "rich-14.0.0-py3-none-any.whl", hash = "sha256:1c9491e1951aac09caffd42f448ee3d04e58923ffe14993f6e83068dc395d7e0"},
     {file = "rich-14.0.0.tar.gz", hash = "sha256:82f1bc23a6a21ebca4ae0c45af9bdbc492ed20231dcb63f297d6d1021a9d5725"},
@@ -4632,14 +4632,14 @@ jupyter = ["ipywidgets (>=7.5.1,<9)"]
 
 [[package]]
 name = "setuptools"
-version = "80.9.0"
+version = "80.8.0"
 description = "Easily download, build, install, upgrade, and uninstall Python packages"
 optional = false
 python-versions = ">=3.9"
-groups = ["dev"]
+groups = ["lint"]
 files = [
-    {file = "setuptools-80.9.0-py3-none-any.whl", hash = "sha256:062d34222ad13e0cc312a4c02d73f059e86a4acbfbdea8f8f76b28c99f306922"},
-    {file = "setuptools-80.9.0.tar.gz", hash = "sha256:f36b47402ecde768dbfafc46e8e4207b4360c654f1f3bb84475f0a28628fb19c"},
+    {file = "setuptools-80.8.0-py3-none-any.whl", hash = "sha256:95a60484590d24103af13b686121328cc2736bee85de8936383111e421b9edc0"},
+    {file = "setuptools-80.8.0.tar.gz", hash = "sha256:49f7af965996f26d43c8ae34539c8d99c5042fbff34302ea151eaa9c207cd257"},
 ]
 
 [package.extras]
@@ -4705,7 +4705,7 @@ version = "3.0.1"
 description = "This package provides 32 stemmers for 30 languages generated from Snowball algorithms."
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "snowballstemmer-3.0.1-py3-none-any.whl", hash = "sha256:6cd7b3897da8d6c9ffb968a6781fa6532dce9c3618a4b127d920dab764a19064"},
     {file = "snowballstemmer-3.0.1.tar.gz", hash = "sha256:6d5eeeec8e9f84d4d56b847692bacf79bc2c8e90c7f80ca4444ff8b6f2e52895"},
@@ -4831,7 +4831,7 @@ version = "5.4.1"
 description = "Manage dynamic plugins for Python applications"
 optional = false
 python-versions = ">=3.9"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "stevedore-5.4.1-py3-none-any.whl", hash = "sha256:d10a31c7b86cba16c1f6e8d15416955fc797052351a56af15e608ad20811fcfe"},
     {file = "stevedore-5.4.1.tar.gz", hash = "sha256:3135b5ae50fe12816ef291baff420acb727fcd356106e3e9cbfa9e5985cd6f4b"},
@@ -5612,4 +5612,4 @@ cffi = ["cffi (>=1.11)"]
 [metadata]
 lock-version = "2.1"
 python-versions = "^3.13"
-content-hash = "edd924f36d476a2b4a6c7790aed594c50cfe01cdab385ff9ebc67a030dd183e7"
+content-hash = "3c6a0eb8c7a01e6d3684ea816e88c1ba22691e39575b70daac2fe80968211522"
diff --git a/libs/rag-core-api/pyproject.toml b/libs/rag-core-api/pyproject.toml
index 01696b2d..99d3154b 100644
--- a/libs/rag-core-api/pyproject.toml
+++ b/libs/rag-core-api/pyproject.toml
@@ -36,7 +36,6 @@ openai = "^1.77.0"
 langgraph = "^1.0.3"
 pillow = "^11.2.1"
 langchain-ollama = "^1.0.0"
-pytest-asyncio = "^0.26.0"
 langchain-community = "^0.4.1"
 fastembed = "^0.7.0"
 langdetect = "^1.0.9"
@@ -45,10 +44,15 @@ langchain-text-splitters = "^1.0.0"
 starlette = ">=0.49.1"
 langgraph-checkpoint = ">=3.0.0,<4.0.0"
 
-[tool.poetry.group.dev.dependencies]
-debugpy = "^1.8.14"
+[tool.poetry.group.test.dependencies]
 pytest = "^8.3.5"
 coverage = "^7.8.0"
+pytest-asyncio = "^0.26.0"
+
+[tool.poetry.group.dev.dependencies]
+debugpy = "^1.8.14"
+
+[tool.poetry.group.lint.dependencies]
 flake8 = "^7.2.0"
 flake8-black = "^0.4.0"
 flake8-pyproject = "^1.2.3"
@@ -73,6 +77,10 @@ black = "^25.1.0"
 flake8-logging-format = "^2024.24.12"
 flake8-docstrings = "^1.7.0"
 
+[[tool.poetry.source]]
+name = "testpypi"
+url = "https://test.pypi.org/simple/"
+priority = "explicit"
 
 [tool.flake8]
 exclude= [".eggs", "src/rag_core_api/models", ".git", ".hg", ".mypy_cache", ".tox", ".venv", ".devcontainer", "venv", "_build", "buck-out", "build", "dist", "**/__init__.py"]
diff --git a/libs/rag-core-lib/poetry.lock b/libs/rag-core-lib/poetry.lock
index 82128fb5..c1c774c6 100644
--- a/libs/rag-core-lib/poetry.lock
+++ b/libs/rag-core-lib/poetry.lock
@@ -208,7 +208,7 @@ version = "0.8.1"
 description = "Read/rewrite/write Python ASTs"
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,>=2.7"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "astor-0.8.1-py2.py3-none-any.whl", hash = "sha256:070a54e890cefb5b3739d19f30f5a5ec840ffc9c50ffa7d23cc9fc1a38ebbfc5"},
     {file = "astor-0.8.1.tar.gz", hash = "sha256:6a6effda93f4e1ce9f618779b2dd1d9d84f1e32812c23a29b3fff6fd7f63fa5e"},
@@ -220,7 +220,7 @@ version = "3.0.0"
 description = "Pretty print the output of python stdlib `ast.parse`."
 optional = false
 python-versions = ">=3.8"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "astpretty-3.0.0-py2.py3-none-any.whl", hash = "sha256:15bfd47593667169485a1fa7938b8de9445b11057d6f2b6e214b2f70667f94b6"},
     {file = "astpretty-3.0.0.tar.gz", hash = "sha256:b08c95f32e5994454ea99882ff3c4a0afc8254c38998a0ed4b479dba448dc581"},
@@ -232,7 +232,7 @@ version = "25.3.0"
 description = "Classes Without Boilerplate"
 optional = false
 python-versions = ">=3.8"
-groups = ["main", "dev"]
+groups = ["main", "lint"]
 files = [
     {file = "attrs-25.3.0-py3-none-any.whl", hash = "sha256:427318ce031701fea540783410126f03899a97ffc6f61596ad581ac2e40e3bc3"},
     {file = "attrs-25.3.0.tar.gz", hash = "sha256:75d7cefc7fb576747b2c81b4442d4d4a1ce0900973527c011d1030fd3bf4af1b"},
@@ -264,7 +264,7 @@ version = "1.8.6"
 description = "Security oriented static analyser for python code."
 optional = false
 python-versions = ">=3.9"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "bandit-1.8.6-py3-none-any.whl", hash = "sha256:3348e934d736fcdb68b6aa4030487097e23a501adf3e7827b63658df464dddd0"},
     {file = "bandit-1.8.6.tar.gz", hash = "sha256:dbfe9c25fc6961c2078593de55fd19f2559f9e45b99f1272341f5b95dea4e56b"},
@@ -289,7 +289,7 @@ version = "25.9.0"
 description = "The uncompromising code formatter."
 optional = false
 python-versions = ">=3.9"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "black-25.9.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:ce41ed2614b706fd55fd0b4a6909d06b5bab344ffbfadc6ef34ae50adba3d4f7"},
     {file = "black-25.9.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:2ab0ce111ef026790e9b13bd216fa7bc48edd934ffc4cbf78808b235793cbc92"},
@@ -530,7 +530,7 @@ version = "8.2.1"
 description = "Composable command line interface toolkit"
 optional = false
 python-versions = ">=3.10"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "click-8.2.1-py3-none-any.whl", hash = "sha256:61a3265b914e850b85317d0b3109c7f8cd35a670f963866005d6ef1d5175a12b"},
     {file = "click-8.2.1.tar.gz", hash = "sha256:27c491cc05d968d271d5a1db13e3b5a184636d9d930f148c50b038f0d0646202"},
@@ -545,12 +545,12 @@ version = "0.4.6"
 description = "Cross-platform colored terminal text."
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,>=2.7"
-groups = ["main", "dev"]
+groups = ["main", "lint", "test"]
 files = [
     {file = "colorama-0.4.6-py2.py3-none-any.whl", hash = "sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6"},
     {file = "colorama-0.4.6.tar.gz", hash = "sha256:08695f5cb7ed6e0531a20572697297273c47b8cae5a63ffc6d6ed5c201be6e44"},
 ]
-markers = {main = "platform_system == \"Windows\"", dev = "sys_platform == \"win32\" or platform_system == \"Windows\""}
+markers = {main = "platform_system == \"Windows\"", lint = "platform_system == \"Windows\"", test = "sys_platform == \"win32\""}
 
 [[package]]
 name = "coloredlogs"
@@ -576,7 +576,7 @@ version = "7.10.7"
 description = "Code coverage measurement for Python"
 optional = false
 python-versions = ">=3.9"
-groups = ["dev"]
+groups = ["test"]
 files = [
     {file = "coverage-7.10.7-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:fc04cc7a3db33664e0c2d10eb8990ff6b3536f6842c9590ae8da4c614b9ed05a"},
     {file = "coverage-7.10.7-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:e201e015644e207139f7e2351980feb7040e6f4b2c2978892f3e3789d1c125e5"},
@@ -779,7 +779,7 @@ version = "2.3.0"
 description = "Removes commented-out code."
 optional = false
 python-versions = "*"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "eradicate-2.3.0-py3-none-any.whl", hash = "sha256:2b29b3dd27171f209e4ddd8204b70c02f0682ae95eecb353f10e8d72b149c63e"},
     {file = "eradicate-2.3.0.tar.gz", hash = "sha256:06df115be3b87d0fc1c483db22a2ebb12bcf40585722810d809cc770f5031c37"},
@@ -808,7 +808,7 @@ version = "7.3.0"
 description = "the modular source code checker: pep8 pyflakes and co"
 optional = false
 python-versions = ">=3.9"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "flake8-7.3.0-py2.py3-none-any.whl", hash = "sha256:b9696257b9ce8beb888cdbe31cf885c90d31928fe202be0889a7cdafad32f01e"},
     {file = "flake8-7.3.0.tar.gz", hash = "sha256:fe044858146b9fc69b551a4b490d69cf960fcb78ad1edcb84e7fbb1b4a8e3872"},
@@ -825,7 +825,7 @@ version = "0.1.0"
 description = "A flake8 extension that checks for type annotations complexity"
 optional = false
 python-versions = ">=3.9"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "flake8_annotations_complexity-0.1.0-py3-none-any.whl", hash = "sha256:102d75f5ba0c667cde9c563062f4e7c616ca84bf5bfdc9c1f960a2655133ce35"},
     {file = "flake8_annotations_complexity-0.1.0.tar.gz", hash = "sha256:98b86ef87de5331d2b61f3cf472dcf6b8ff1a5ddde46f78bc894b464f06e1414"},
@@ -840,7 +840,7 @@ version = "4.1.1"
 description = "Automated security testing with bandit and flake8."
 optional = false
 python-versions = ">=3.6"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "flake8_bandit-4.1.1-py3-none-any.whl", hash = "sha256:4c8a53eb48f23d4ef1e59293657181a3c989d0077c9952717e98a0eace43e06d"},
     {file = "flake8_bandit-4.1.1.tar.gz", hash = "sha256:068e09287189cbfd7f986e92605adea2067630b75380c6b5733dab7d87f9a84e"},
@@ -856,7 +856,7 @@ version = "0.4.0"
 description = "flake8 plugin to call black as a code style validator"
 optional = false
 python-versions = ">=3.9"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "flake8_black-0.4.0-py3-none-any.whl", hash = "sha256:288762d0c9ea065782d87eeecbcc20c69079d17fe1d0f0445f0eb0b0ffb80c39"},
     {file = "flake8_black-0.4.0.tar.gz", hash = "sha256:bf226868f695dee48d55ff6d7747e900709bfd6f605b7a378c70e711e3fc26cb"},
@@ -875,7 +875,7 @@ version = "24.12.12"
 description = "A plugin for flake8 finding likely bugs and design problems in your program. Contains warnings that don't belong in pyflakes and pycodestyle."
 optional = false
 python-versions = ">=3.8.1"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "flake8_bugbear-24.12.12-py3-none-any.whl", hash = "sha256:1b6967436f65ca22a42e5373aaa6f2d87966ade9aa38d4baf2a1be550767545e"},
     {file = "flake8_bugbear-24.12.12.tar.gz", hash = "sha256:46273cef0a6b6ff48ca2d69e472f41420a42a46e24b2a8972e4f0d6733d12a64"},
@@ -894,7 +894,7 @@ version = "2.5.0"
 description = "Check for python builtins being used as variables or parameters"
 optional = false
 python-versions = ">=3.8"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "flake8_builtins-2.5.0-py3-none-any.whl", hash = "sha256:8cac7c52c6f0708c0902b46b385bc7e368a9068965083796f1431c0d2e6550cf"},
     {file = "flake8_builtins-2.5.0.tar.gz", hash = "sha256:bdaa3dd823e4f5308c5e712d19fa5f69daa52781ea874f5ea9c3637bcf56faa6"},
@@ -912,7 +912,7 @@ version = "3.17.0"
 description = "A flake8 plugin to help you write better list/set/dict comprehensions."
 optional = false
 python-versions = ">=3.9"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "flake8_comprehensions-3.17.0-py3-none-any.whl", hash = "sha256:3943a9c6f2593c3bc5cc64106c2f89d63c6ecd49c8343597f8257b8fcfc8b0a2"},
     {file = "flake8_comprehensions-3.17.0.tar.gz", hash = "sha256:bf4fa102b2bf4d6c9e999e29e4b2724cbadffb70b937600fc782161be4dc0f4a"},
@@ -927,7 +927,7 @@ version = "1.7.0"
 description = "Extension for flake8 which uses pydocstyle to check docstrings"
 optional = false
 python-versions = ">=3.7"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "flake8_docstrings-1.7.0-py2.py3-none-any.whl", hash = "sha256:51f2344026da083fc084166a9353f5082b01f72901df422f74b4d953ae88ac75"},
     {file = "flake8_docstrings-1.7.0.tar.gz", hash = "sha256:4c8cc748dc16e6869728699e5d0d685da9a10b0ea718e090b1ba088e67a941af"},
@@ -943,7 +943,7 @@ version = "0.0.8"
 description = "Flake8 plugin to enforce Unix/Linux EOL consistency"
 optional = false
 python-versions = ">=3.8"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "flake8-eol-0.0.8.tar.gz", hash = "sha256:a12d836aef941de299984d6c7c4be58ab5d0953507bc68da3e15f09fee0a5e66"},
     {file = "flake8_eol-0.0.8-py3-none-any.whl", hash = "sha256:85759779b32250385cef6d97dd98abae61ec3619f93725857393f948702f06a5"},
@@ -958,7 +958,7 @@ version = "1.5.0"
 description = "Flake8 plugin to find commented out code"
 optional = false
 python-versions = ">=3.8,<4.0"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "flake8_eradicate-1.5.0-py3-none-any.whl", hash = "sha256:18acc922ad7de623f5247c7d5595da068525ec5437dd53b22ec2259b96ce9d22"},
     {file = "flake8_eradicate-1.5.0.tar.gz", hash = "sha256:aee636cb9ecb5594a7cd92d67ad73eb69909e5cc7bd81710cf9d00970f3983a6"},
@@ -975,7 +975,7 @@ version = "0.0.1a0"
 description = "A flake8 plugin to identify commonly unhandled exceptions."
 optional = false
 python-versions = "*"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "flake8_exceptions-0.0.1a0-py2.py3-none-any.whl", hash = "sha256:95b33f1491c794b872ca4f1fad5a7caa36b6a79e5c58fddec93e587816582907"},
     {file = "flake8_exceptions-0.0.1a0.tar.gz", hash = "sha256:824c402fcb82e9f4e45ab61eda2f0710202c61d55476f3123c0c27330abc01ed"},
@@ -990,7 +990,7 @@ version = "0.0.11"
 description = "A flake8 extension that checks expressions complexity"
 optional = false
 python-versions = ">=3.7"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "flake8_expression_complexity-0.0.11-py3-none-any.whl", hash = "sha256:b56bac37f7dd5d3d102a7111c89f6579c2cbd897b868147794c9ed12aadc627c"},
     {file = "flake8_expression_complexity-0.0.11.tar.gz", hash = "sha256:4dd8909fecbc20f53814cdcef9d0b04f61532764278d9b6e8026686812e96631"},
@@ -1006,7 +1006,7 @@ version = "0.0.5"
 description = "flake8 extension that checks function order within a class"
 optional = false
 python-versions = ">=3.6"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "flake8_function_order-0.0.5-py3-none-any.whl", hash = "sha256:58fd9cdf5584894318dd3949ce51b4000f28810adc053cb092f10911ffe9ec8e"},
     {file = "flake8_function_order-0.0.5.tar.gz", hash = "sha256:16185e1a126ddc7767add8e60616859e3364208fac3650b1c2c624f05c5e39dd"},
@@ -1022,7 +1022,7 @@ version = "2024.24.12"
 description = ""
 optional = false
 python-versions = "*"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "flake8_logging_format-2024.24.12-py3-none-any.whl", hash = "sha256:7d93c2107354b10a05b1a0d8ccd3a9bfb793aee108007765114c958a7541d674"},
 ]
@@ -1037,7 +1037,7 @@ version = "1.3.3"
 description = "The package provides base classes and utils for flake8 plugin writing"
 optional = false
 python-versions = ">=3.6,<4.0"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "flake8-plugin-utils-1.3.3.tar.gz", hash = "sha256:39f6f338d038b301c6fd344b06f2e81e382b68fa03c0560dff0d9b1791a11a2c"},
     {file = "flake8_plugin_utils-1.3.3-py3-none-any.whl", hash = "sha256:e4848c57d9d50f19100c2d75fa794b72df068666a9041b4b0409be923356a3ed"},
@@ -1049,7 +1049,7 @@ version = "1.2.3"
 description = "Flake8 plug-in loading the configuration from pyproject.toml"
 optional = false
 python-versions = ">= 3.6"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "flake8_pyproject-1.2.3-py3-none-any.whl", hash = "sha256:6249fe53545205af5e76837644dc80b4c10037e73a0e5db87ff562d75fb5bd4a"},
 ]
@@ -1066,7 +1066,7 @@ version = "2.1.0"
 description = "A flake8 plugin checking common style issues or inconsistencies with pytest-based tests."
 optional = false
 python-versions = ">=3.9"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "flake8_pytest_style-2.1.0-py3-none-any.whl", hash = "sha256:a0d6dddcd533bfc13f19b8445907be0330c5e6ccf7090bcd9d5fa5a0b1b65e71"},
     {file = "flake8_pytest_style-2.1.0.tar.gz", hash = "sha256:fee6befdb5915d600ef24e38d48a077d0dcffb032945ae0169486e7ff8a1079a"},
@@ -1081,7 +1081,7 @@ version = "3.4.0"
 description = "Flake8 lint for quotes."
 optional = false
 python-versions = "*"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "flake8-quotes-3.4.0.tar.gz", hash = "sha256:aad8492fb710a2d3eabe68c5f86a1428de650c8484127e14c43d0504ba30276c"},
 ]
@@ -1096,7 +1096,7 @@ version = "1.2.0"
 description = "Flake8 plugin that checks return values"
 optional = false
 python-versions = ">=3.6,<4.0"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "flake8-return-1.2.0.tar.gz", hash = "sha256:68dfa56582cd704febd02ad86dcf5df67e38e0836d62f1ceae7930d76d3dd955"},
     {file = "flake8_return-1.2.0-py3-none-any.whl", hash = "sha256:1f07af12954ed03ebe2c2aac2418f78b55374e9929d4956109664588f31582a1"},
@@ -1111,7 +1111,7 @@ version = "0.22.0"
 description = "flake8 plugin which checks for code that can be simplified"
 optional = false
 python-versions = ">=3.6.1"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "flake8_simplify-0.22.0-py3-none-any.whl", hash = "sha256:812c65bf49d7857093750df71fc9c4a925fc192bfca14ecf04570e224f17581f"},
     {file = "flake8_simplify-0.22.0.tar.gz", hash = "sha256:526421594d5815cf786a637c2a705223956f7e34872b6bb9f66c5ce3e28caaf9"},
@@ -1127,7 +1127,7 @@ version = "4.12.0"
 description = "A flake8 plugin that helps you write tidier imports."
 optional = false
 python-versions = ">=3.9"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "flake8_tidy_imports-4.12.0-py3-none-any.whl", hash = "sha256:ab1e31a5ce07518a31c0a34cd92551f4c27639ae2c35a21364680a0318da312e"},
     {file = "flake8_tidy_imports-4.12.0.tar.gz", hash = "sha256:9254788c3b6862c2fcec0250d2dc9af089afebff9c5b8a8ac8b9525b059b06db"},
@@ -1142,7 +1142,7 @@ version = "0.2.0"
 description = "flake8 plugin which checks use of deprecated typing.List, typing.Dict, etc."
 optional = false
 python-versions = "*"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "flake8_wot-0.2.0-py3-none-any.whl", hash = "sha256:4bd4f57204fbb13c33c34849ea763519e277293ff6e46a9e9ce7a5b801fab642"},
     {file = "flake8_wot-0.2.0.tar.gz", hash = "sha256:49368e90e9fb0dc04f65a441c1670e1ba631ca10458e8ebcc0382aa8215d598e"},
@@ -1618,7 +1618,7 @@ version = "2.1.0"
 description = "brain-dead simple config-ini parsing"
 optional = false
 python-versions = ">=3.8"
-groups = ["dev"]
+groups = ["test"]
 files = [
     {file = "iniconfig-2.1.0-py3-none-any.whl", hash = "sha256:9deba5723312380e77435581c6bf4935c94cbfab9b1ed33ef8d238ea168eb760"},
     {file = "iniconfig-2.1.0.tar.gz", hash = "sha256:3abbd2e30b36733fee78f9c7f7308f2d0050e88f0087fd25c2645f63c773e1c7"},
@@ -2015,7 +2015,7 @@ version = "3.0.0"
 description = "Python port of markdown-it. Markdown parsing, done right!"
 optional = false
 python-versions = ">=3.8"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "markdown-it-py-3.0.0.tar.gz", hash = "sha256:e3f60a94fa066dc52ec76661e37c851cb232d92f9886b15cb560aaada2df8feb"},
     {file = "markdown_it_py-3.0.0-py3-none-any.whl", hash = "sha256:355216845c60bd96232cd8d8c40e8f9765cc86f46880e43a8fd22dc1a1a8cab1"},
@@ -2060,7 +2060,7 @@ version = "0.7.0"
 description = "McCabe checker, plugin for flake8"
 optional = false
 python-versions = ">=3.6"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "mccabe-0.7.0-py2.py3-none-any.whl", hash = "sha256:6c2d30ab6be0e4a46919781807b4f0d834ebdd6c6e3dca0bda5a15f863427b6e"},
     {file = "mccabe-0.7.0.tar.gz", hash = "sha256:348e0240c33b60bbdf4e523192ef919f28cb2c3d7d5c7794f74009290f236325"},
@@ -2072,7 +2072,7 @@ version = "0.1.2"
 description = "Markdown URL utilities"
 optional = false
 python-versions = ">=3.7"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "mdurl-0.1.2-py3-none-any.whl", hash = "sha256:84008a41e51615a49fc9966191ff91509e3c40b939176e643fd50a5c2196b8f8"},
     {file = "mdurl-0.1.2.tar.gz", hash = "sha256:bb413d29f5eea38f31dd4754dd7377d4465116fb207585f97bf925588687c1ba"},
@@ -2222,7 +2222,7 @@ version = "1.1.0"
 description = "Type system extensions for programs checked with the mypy type checker."
 optional = false
 python-versions = ">=3.8"
-groups = ["main", "dev"]
+groups = ["main", "lint"]
 files = [
     {file = "mypy_extensions-1.1.0-py3-none-any.whl", hash = "sha256:1be4cccdb0f2482337c4743e60421de3a356cd97508abadd57d47403e94f5505"},
     {file = "mypy_extensions-1.1.0.tar.gz", hash = "sha256:52e68efc3284861e772bbcd66823fde5ae21fd2fdb51c62a211403730b916558"},
@@ -2616,7 +2616,7 @@ version = "24.2"
 description = "Core utilities for Python packages"
 optional = false
 python-versions = ">=3.8"
-groups = ["main", "dev"]
+groups = ["main", "lint", "test"]
 files = [
     {file = "packaging-24.2-py3-none-any.whl", hash = "sha256:09abb1bccd265c01f4a3aa3f7a7db064b36514d2cba19a2f694fe6150451a759"},
     {file = "packaging-24.2.tar.gz", hash = "sha256:c228a6dc5e932d346bc5739379109d49e8853dd8223571c7c5b55260edc0b97f"},
@@ -2628,7 +2628,7 @@ version = "0.12.1"
 description = "Utility library for gitignore style pattern matching of file paths."
 optional = false
 python-versions = ">=3.8"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "pathspec-0.12.1-py3-none-any.whl", hash = "sha256:a0d503e138a4c123b27490a4f7beda6a01c6f288df0e4a8b79c7eb0dc7b4cc08"},
     {file = "pathspec-0.12.1.tar.gz", hash = "sha256:a482d51503a1ab33b1c67a6c3813a26953dbdc71c31dacaef9a838c4e29f5712"},
@@ -2640,7 +2640,7 @@ version = "6.1.1"
 description = "Python Build Reasonableness"
 optional = false
 python-versions = ">=2.6"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "pbr-6.1.1-py2.py3-none-any.whl", hash = "sha256:38d4daea5d9fa63b3f626131b9d34947fd0c8be9b05a29276870580050a25a76"},
     {file = "pbr-6.1.1.tar.gz", hash = "sha256:93ea72ce6989eb2eed99d0f75721474f69ad88128afdef5ac377eb797c4bf76b"},
@@ -2655,7 +2655,7 @@ version = "0.15.1"
 description = "Check PEP-8 naming conventions, plugin for flake8"
 optional = false
 python-versions = ">=3.9"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "pep8_naming-0.15.1-py3-none-any.whl", hash = "sha256:eb63925e7fd9e028c7f7ee7b1e413ec03d1ee5de0e627012102ee0222c273c86"},
     {file = "pep8_naming-0.15.1.tar.gz", hash = "sha256:f6f4a499aba2deeda93c1f26ccc02f3da32b035c8b2db9696b730ef2c9639d29"},
@@ -2670,7 +2670,7 @@ version = "4.3.8"
 description = "A small Python package for determining appropriate platform-specific dirs, e.g. a `user data dir`."
 optional = false
 python-versions = ">=3.9"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "platformdirs-4.3.8-py3-none-any.whl", hash = "sha256:ff7059bb7eb1179e2685604f4aaf157cfd9535242bd23742eadc3c13542139b4"},
     {file = "platformdirs-4.3.8.tar.gz", hash = "sha256:3d512d96e16bcb959a814c9f348431070822a6496326a4be0911c40b5a74c2bc"},
@@ -2687,7 +2687,7 @@ version = "1.6.0"
 description = "plugin and hook calling mechanisms for python"
 optional = false
 python-versions = ">=3.9"
-groups = ["dev"]
+groups = ["test"]
 files = [
     {file = "pluggy-1.6.0-py3-none-any.whl", hash = "sha256:e920276dd6813095e9377c0bc5566d94c932c33b27a3e3945d8389c374dd4746"},
     {file = "pluggy-1.6.0.tar.gz", hash = "sha256:7dcc130b76258d33b90f61b658791dede3486c3e6bfb003ee5c9bfb396dd22f3"},
@@ -2832,7 +2832,7 @@ version = "2.14.0"
 description = "Python style guide checker"
 optional = false
 python-versions = ">=3.9"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "pycodestyle-2.14.0-py2.py3-none-any.whl", hash = "sha256:dd6bf7cb4ee77f8e016f9c8e74a35ddd9f67e1d5fd4184d86c3b98e07099f42d"},
     {file = "pycodestyle-2.14.0.tar.gz", hash = "sha256:c4b5b517d278089ff9d0abdec919cd97262a3367449ea1c8b49b91529167b783"},
@@ -3029,7 +3029,7 @@ version = "6.3.0"
 description = "Python docstring style checker"
 optional = false
 python-versions = ">=3.6"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "pydocstyle-6.3.0-py3-none-any.whl", hash = "sha256:118762d452a49d6b05e194ef344a55822987a462831ade91ec5c06fd2169d019"},
     {file = "pydocstyle-6.3.0.tar.gz", hash = "sha256:7ce43f0c0ac87b07494eb9c0b462c0b73e6ff276807f204d6b53edc72b7e44e1"},
@@ -3047,7 +3047,7 @@ version = "3.4.0"
 description = "passive checker of Python programs"
 optional = false
 python-versions = ">=3.9"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "pyflakes-3.4.0-py2.py3-none-any.whl", hash = "sha256:f742a7dbd0d9cb9ea41e9a24a918996e8170c799fa528688d40dd582c8265f4f"},
     {file = "pyflakes-3.4.0.tar.gz", hash = "sha256:b24f96fafb7d2ab0ec5075b7350b3d2d2218eab42003821c06344973d3ea2f58"},
@@ -3059,7 +3059,7 @@ version = "2.19.2"
 description = "Pygments is a syntax highlighting package written in Python."
 optional = false
 python-versions = ">=3.8"
-groups = ["dev"]
+groups = ["lint", "test"]
 files = [
     {file = "pygments-2.19.2-py3-none-any.whl", hash = "sha256:86540386c03d588bb81d44bc3928634ff26449851e99741617ecb9037ee5ec0b"},
     {file = "pygments-2.19.2.tar.gz", hash = "sha256:636cb2477cec7f8952536970bc533bc43743542f70392ae026374600add5b887"},
@@ -3090,7 +3090,7 @@ version = "8.4.2"
 description = "pytest: simple powerful testing with Python"
 optional = false
 python-versions = ">=3.9"
-groups = ["dev"]
+groups = ["test"]
 files = [
     {file = "pytest-8.4.2-py3-none-any.whl", hash = "sha256:872f880de3fc3a5bdc88a11b39c9710c3497a547cfa9320bc3c5e62fbf272e79"},
     {file = "pytest-8.4.2.tar.gz", hash = "sha256:86c0d0b93306b961d58d62a4db4879f27fe25513d4b969df351abdddb3c30e01"},
@@ -3108,14 +3108,14 @@ dev = ["argcomplete", "attrs (>=19.2)", "hypothesis (>=3.56)", "mock", "requests
 
 [[package]]
 name = "pytest-asyncio"
-version = "0.26.0"
+version = "1.2.0"
 description = "Pytest support for asyncio"
 optional = false
 python-versions = ">=3.9"
-groups = ["dev"]
+groups = ["test"]
 files = [
-    {file = "pytest_asyncio-0.26.0-py3-none-any.whl", hash = "sha256:7b51ed894f4fbea1340262bdae5135797ebbe21d8638978e35d31c6d19f72fb0"},
-    {file = "pytest_asyncio-0.26.0.tar.gz", hash = "sha256:c4df2a697648241ff39e7f0e4a73050b03f123f760673956cf0d72a4990e312f"},
+    {file = "pytest_asyncio-1.2.0-py3-none-any.whl", hash = "sha256:8e17ae5e46d8e7efe51ab6494dd2010f4ca8dae51652aa3c8d55acf50bfb2e99"},
+    {file = "pytest_asyncio-1.2.0.tar.gz", hash = "sha256:c609a64a2a8768462d0c99811ddb8bd2583c33fd33cf7f21af1c142e824ffb57"},
 ]
 
 [package.dependencies]
@@ -3146,7 +3146,7 @@ version = "0.1.10"
 description = "A Fast, spec compliant Python 3.12+ tokenizer that runs on older Pythons."
 optional = false
 python-versions = ">=3.8"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "pytokens-0.1.10-py3-none-any.whl", hash = "sha256:db7b72284e480e69fb085d9f251f66b3d2df8b7166059261258ff35f50fb711b"},
     {file = "pytokens-0.1.10.tar.gz", hash = "sha256:c9a4bfa0be1d26aebce03e6884ba454e842f186a59ea43a6d3b25af58223c044"},
@@ -3161,7 +3161,7 @@ version = "6.0.2"
 description = "YAML parser and emitter for Python"
 optional = false
 python-versions = ">=3.8"
-groups = ["main", "dev"]
+groups = ["main", "lint"]
 files = [
     {file = "PyYAML-6.0.2-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:0a9a2848a5b7feac301353437eb7d5957887edbf81d56e903999a75a3d743086"},
     {file = "PyYAML-6.0.2-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:29717114e51c84ddfba879543fb232a6ed60086602313ca38cce623c1d62cfbf"},
@@ -3384,7 +3384,7 @@ version = "14.0.0"
 description = "Render rich text, tables, progress bars, syntax highlighting, markdown and more to the terminal"
 optional = false
 python-versions = ">=3.8.0"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "rich-14.0.0-py3-none-any.whl", hash = "sha256:1c9491e1951aac09caffd42f448ee3d04e58923ffe14993f6e83068dc395d7e0"},
     {file = "rich-14.0.0.tar.gz", hash = "sha256:82f1bc23a6a21ebca4ae0c45af9bdbc492ed20231dcb63f297d6d1021a9d5725"},
@@ -3399,14 +3399,14 @@ jupyter = ["ipywidgets (>=7.5.1,<9)"]
 
 [[package]]
 name = "setuptools"
-version = "80.9.0"
+version = "80.8.0"
 description = "Easily download, build, install, upgrade, and uninstall Python packages"
 optional = false
 python-versions = ">=3.9"
-groups = ["dev"]
+groups = ["lint"]
 files = [
-    {file = "setuptools-80.9.0-py3-none-any.whl", hash = "sha256:062d34222ad13e0cc312a4c02d73f059e86a4acbfbdea8f8f76b28c99f306922"},
-    {file = "setuptools-80.9.0.tar.gz", hash = "sha256:f36b47402ecde768dbfafc46e8e4207b4360c654f1f3bb84475f0a28628fb19c"},
+    {file = "setuptools-80.8.0-py3-none-any.whl", hash = "sha256:95a60484590d24103af13b686121328cc2736bee85de8936383111e421b9edc0"},
+    {file = "setuptools-80.8.0.tar.gz", hash = "sha256:49f7af965996f26d43c8ae34539c8d99c5042fbff34302ea151eaa9c207cd257"},
 ]
 
 [package.extras]
@@ -3436,7 +3436,7 @@ version = "3.0.1"
 description = "This package provides 32 stemmers for 30 languages generated from Snowball algorithms."
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "snowballstemmer-3.0.1-py3-none-any.whl", hash = "sha256:6cd7b3897da8d6c9ffb968a6781fa6532dce9c3618a4b127d920dab764a19064"},
     {file = "snowballstemmer-3.0.1.tar.gz", hash = "sha256:6d5eeeec8e9f84d4d56b847692bacf79bc2c8e90c7f80ca4444ff8b6f2e52895"},
@@ -3544,7 +3544,7 @@ version = "5.4.1"
 description = "Manage dynamic plugins for Python applications"
 optional = false
 python-versions = ">=3.9"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "stevedore-5.4.1-py3-none-any.whl", hash = "sha256:d10a31c7b86cba16c1f6e8d15416955fc797052351a56af15e608ad20811fcfe"},
     {file = "stevedore-5.4.1.tar.gz", hash = "sha256:3135b5ae50fe12816ef291baff420acb727fcd356106e3e9cbfa9e5985cd6f4b"},
@@ -4277,4 +4277,4 @@ cffi = ["cffi (>=1.11)"]
 [metadata]
 lock-version = "2.1"
 python-versions = "^3.13"
-content-hash = "1076cb22f409e7f949c8ada5a0929c2cad2910f8889355b1084822f72297236a"
+content-hash = "fa88ea38514e34e1c06ceb04bfbf48d1af160dd208b6a98abca35772bca34eb2"
diff --git a/libs/rag-core-lib/pyproject.toml b/libs/rag-core-lib/pyproject.toml
index 9f094960..02c923a0 100644
--- a/libs/rag-core-lib/pyproject.toml
+++ b/libs/rag-core-lib/pyproject.toml
@@ -34,11 +34,12 @@ langchain-core = "^1.0.7"
 langchain-openai = "^1.0.3"
 langgraph-checkpoint = ">=3.0.0,<4.0.0"
 
-[tool.poetry.group.dev.dependencies]
-debugpy = "^1.8.14"
+[tool.poetry.group.test.dependencies]
 pytest = "^8.3.5"
-pytest-asyncio = "^0.26.0"
+pytest-asyncio = "^1.0.0"
 coverage = "^7.5.4"
+
+[tool.poetry.group.lint.dependencies]
 flake8 = "^7.2.0"
 flake8-black = "^0.4.0"
 flake8-pyproject = "^1.2.3"
@@ -63,6 +64,9 @@ black = "^25.1.0"
 flake8-logging-format = "^2024.24.12"
 flake8-docstrings = "^1.7.0"
 
+[tool.poetry.group.dev.dependencies]
+debugpy = "^1.8.14"
+
 
 [tool.flake8]
 exclude= [".eggs", ".git", ".hg", ".mypy_cache", ".tox", ".venv", ".devcontainer", "venv", "_build", "buck-out", "build", "dist", "**/__init__.py"]
diff --git a/package-lock.json b/package-lock.json
index dec6b938..f62eadbb 100644
--- a/package-lock.json
+++ b/package-lock.json
@@ -112,6 +112,7 @@
             "integrity": "sha512-oNXsh2ywth5aowwIa7RKtawnkdH6LgU1ztfP9AIUCQCvzysB+WeU8o2kyyosDPwBZutPpjZDKPQGIzzrfTWweQ==",
             "dev": true,
             "license": "MIT",
+            "peer": true,
             "dependencies": {
                 "@octokit/auth-token": "^6.0.0",
                 "@octokit/graphql": "^9.0.1",
@@ -2468,6 +2469,7 @@
             "integrity": "sha512-8dD6FusOQSrpv9Z1rdNMdlSgQOIP880DHqnohobOmYLElGEqAL/JvxvuxZO16r4HtjTlfPRDC1hbvxC9dPN2nA==",
             "dev": true,
             "license": "MIT",
+            "peer": true,
             "bin": {
                 "marked": "bin/marked.js"
             },
@@ -2983,6 +2985,34 @@
                 "node": "^20.17.0 || >=22.9.0"
             }
         },
+        "node_modules/npm/node_modules/@npmcli/arborist/node_modules/abbrev": {
+            "version": "3.0.1",
+            "resolved": "https://registry.npmjs.org/abbrev/-/abbrev-3.0.1.tgz",
+            "integrity": "sha512-AO2ac6pjRB3SJmGJo+v5/aK6Omggp6fsLrs6wN9bd35ulu4cCwaAU9+7ZhXjeqHVkaHThLuzH0nZr0YpCDhygg==",
+            "dev": true,
+            "inBundle": true,
+            "license": "ISC",
+            "engines": {
+                "node": "^18.17.0 || >=20.5.0"
+            }
+        },
+        "node_modules/npm/node_modules/@npmcli/arborist/node_modules/nopt": {
+            "version": "8.1.0",
+            "resolved": "https://registry.npmjs.org/nopt/-/nopt-8.1.0.tgz",
+            "integrity": "sha512-ieGu42u/Qsa4TFktmaKEwM6MQH0pOWnaB3htzh0JRtx84+Mebc0cbZYN5bC+6WTZ4+77xrL9Pn5m7CV6VIkV7A==",
+            "dev": true,
+            "inBundle": true,
+            "license": "ISC",
+            "dependencies": {
+                "abbrev": "^3.0.0"
+            },
+            "bin": {
+                "nopt": "bin/nopt.js"
+            },
+            "engines": {
+                "node": "^18.17.0 || >=20.5.0"
+            }
+        },
         "node_modules/npm/node_modules/@npmcli/config": {
             "version": "10.4.3",
             "dev": true,
@@ -3002,6 +3032,34 @@
                 "node": "^20.17.0 || >=22.9.0"
             }
         },
+        "node_modules/npm/node_modules/@npmcli/config/node_modules/abbrev": {
+            "version": "3.0.1",
+            "resolved": "https://registry.npmjs.org/abbrev/-/abbrev-3.0.1.tgz",
+            "integrity": "sha512-AO2ac6pjRB3SJmGJo+v5/aK6Omggp6fsLrs6wN9bd35ulu4cCwaAU9+7ZhXjeqHVkaHThLuzH0nZr0YpCDhygg==",
+            "dev": true,
+            "inBundle": true,
+            "license": "ISC",
+            "engines": {
+                "node": "^18.17.0 || >=20.5.0"
+            }
+        },
+        "node_modules/npm/node_modules/@npmcli/config/node_modules/nopt": {
+            "version": "8.1.0",
+            "resolved": "https://registry.npmjs.org/nopt/-/nopt-8.1.0.tgz",
+            "integrity": "sha512-ieGu42u/Qsa4TFktmaKEwM6MQH0pOWnaB3htzh0JRtx84+Mebc0cbZYN5bC+6WTZ4+77xrL9Pn5m7CV6VIkV7A==",
+            "dev": true,
+            "inBundle": true,
+            "license": "ISC",
+            "dependencies": {
+                "abbrev": "^3.0.0"
+            },
+            "bin": {
+                "nopt": "bin/nopt.js"
+            },
+            "engines": {
+                "node": "^18.17.0 || >=20.5.0"
+            }
+        },
         "node_modules/npm/node_modules/@npmcli/fs": {
             "version": "4.0.0",
             "dev": true,
@@ -3920,6 +3978,49 @@
                 "node": "^20.17.0 || >=22.9.0"
             }
         },
+        "node_modules/npm/node_modules/libnpmdiff/node_modules/@npmcli/installed-package-contents": {
+            "version": "3.0.0",
+            "resolved": "https://registry.npmjs.org/@npmcli/installed-package-contents/-/installed-package-contents-3.0.0.tgz",
+            "integrity": "sha512-fkxoPuFGvxyrH+OQzyTkX2LUEamrF4jZSmxjAtPPHHGO0dqsQ8tTKjnIS8SAnPHdk2I03BDtSMR5K/4loKg79Q==",
+            "dev": true,
+            "inBundle": true,
+            "license": "ISC",
+            "dependencies": {
+                "npm-bundled": "^4.0.0",
+                "npm-normalize-package-bin": "^4.0.0"
+            },
+            "bin": {
+                "installed-package-contents": "bin/index.js"
+            },
+            "engines": {
+                "node": "^18.17.0 || >=20.5.0"
+            }
+        },
+        "node_modules/npm/node_modules/libnpmdiff/node_modules/npm-bundled": {
+            "version": "4.0.0",
+            "resolved": "https://registry.npmjs.org/npm-bundled/-/npm-bundled-4.0.0.tgz",
+            "integrity": "sha512-IxaQZDMsqfQ2Lz37VvyyEtKLe8FsRZuysmedy/N06TU1RyVppYKXrO4xIhR0F+7ubIBox6Q7nir6fQI3ej39iA==",
+            "dev": true,
+            "inBundle": true,
+            "license": "ISC",
+            "dependencies": {
+                "npm-normalize-package-bin": "^4.0.0"
+            },
+            "engines": {
+                "node": "^18.17.0 || >=20.5.0"
+            }
+        },
+        "node_modules/npm/node_modules/libnpmdiff/node_modules/npm-normalize-package-bin": {
+            "version": "4.0.0",
+            "resolved": "https://registry.npmjs.org/npm-normalize-package-bin/-/npm-normalize-package-bin-4.0.0.tgz",
+            "integrity": "sha512-TZKxPvItzai9kN9H/TkmCtx/ZN/hvr3vUycjlfmH0ootY9yFBzNOpiXAdIn1Iteqsvk4lQn6B5PTrt+n6h8k/w==",
+            "dev": true,
+            "inBundle": true,
+            "license": "ISC",
+            "engines": {
+                "node": "^18.17.0 || >=20.5.0"
+            }
+        },
         "node_modules/npm/node_modules/libnpmexec": {
             "version": "10.1.9",
             "dev": true,
@@ -4902,6 +5003,7 @@
             "dev": true,
             "inBundle": true,
             "license": "MIT",
+            "peer": true,
             "engines": {
                 "node": ">=12"
             },
@@ -5578,6 +5680,7 @@
             "integrity": "sha512-6qGjWccl5yoyugHt3jTgztJ9Y0JVzyH8/Voc/D8PlLat9pwxQYXz7W1Dpnq5h0/G5GCYGUaDSlYcyk3AMh5A6g==",
             "dev": true,
             "license": "MIT",
+            "peer": true,
             "dependencies": {
                 "@semantic-release/commit-analyzer": "^13.0.1",
                 "@semantic-release/error": "^4.0.0",
@@ -6433,6 +6536,7 @@
             "integrity": "sha512-5gTmgEY/sqK6gFXLIsQNH19lWb4ebPDLA4SdLP7dsWkIXHWlG66oPuVvXSGFPppYZz8ZDZq0dYYrbHfBCVUb1Q==",
             "dev": true,
             "license": "MIT",
+            "peer": true,
             "engines": {
                 "node": ">=12"
             },
diff --git a/services/admin-backend/Dockerfile b/services/admin-backend/Dockerfile
index 6a133c4f..67beeb85 100644
--- a/services/admin-backend/Dockerfile
+++ b/services/admin-backend/Dockerfile
@@ -1,6 +1,7 @@
 FROM --platform=linux/amd64 python:3.13-bookworm AS build
 
-ARG dev=0
+# Build argument to control which dependency group to install
+ARG DEPENDENCY_GROUP=prod
 ENV POETRY_VIRTUALENVS_PATH=/opt/.venv \
     POETRY_VIRTUALENVS_CREATE=false \
     POETRY_VIRTUALENVS_IN_PROJECT=false \
@@ -9,66 +10,67 @@ ENV POETRY_VIRTUALENVS_PATH=/opt/.venv \
     POETRY_VERSION=2.1.3
 
 RUN DEBIAN_FRONTEND=noninteractive apt-get update \
-    && DEBIAN_FRONTEND=noninteractive apt-get install -y build-essential --no-install-recommends make && \
-    python3 -m venv "${POETRY_VIRTUALENVS_PATH}" \
-      && $POETRY_VIRTUALENVS_PATH/bin/pip install "poetry==${POETRY_VERSION}"
-ENV PATH="${POETRY_VIRTUALENVS_PATH}/bin:$PATH"
-
-COPY libs/admin-api-lib /app/libs/admin-api-lib
-COPY libs/rag-core-lib /app/libs/rag-core-lib
+    && DEBIAN_FRONTEND=noninteractive apt-get install -y build-essential --no-install-recommends make \
+    && python3 -m venv "${POETRY_VIRTUALENVS_PATH}" \
+      && ${POETRY_VIRTUALENVS_PATH}/bin/pip install "poetry==${POETRY_VERSION}"
 
 WORKDIR /app/services/admin-backend
 COPY services/admin-backend/pyproject.toml services/admin-backend/poetry.lock ./
 
-RUN mkdir log && chmod 700 log
-RUN touch /app/services/admin-backend/log/logfile.log && chmod 600 /app/services/admin-backend/log/logfile.log
+# Copy the required lib dependencies
+COPY libs/admin-api-lib/pyproject.toml libs/admin-api-lib/poetry.lock /app/libs/admin-api-lib/
+COPY libs/admin-api-lib/src /app/libs/admin-api-lib/src
+COPY libs/admin-api-lib/README.md /app/libs/admin-api-lib/README.md
+COPY libs/rag-core-lib/README.md /app/libs/rag-core-lib/README.md
+COPY libs/rag-core-lib/pyproject.toml libs/rag-core-lib/poetry.lock /app/libs/rag-core-lib/
+COPY libs/rag-core-lib/src /app/libs/rag-core-lib/src
+
+RUN mkdir -p log && chmod 700 log \
+    && touch /app/services/admin-backend/log/logfile.log && chmod 600 /app/services/admin-backend/log/logfile.log
 
-# Bust cache when dev flag changes
-RUN echo "CACHE_BUST_DEV=$dev" && poetry config virtualenvs.create false && \
-    if [ "$dev" = "1" ]; then \
-        poetry install --no-interaction --no-ansi --no-root --with dev; \
-    else \
-        poetry install --no-interaction --no-ansi --no-root; \
-    fi
+RUN poetry config virtualenvs.create false \
+    && cd /app/services/admin-backend \
+    && poetry install --no-interaction --no-ansi --no-root --with ${DEPENDENCY_GROUP}
 
 FROM --platform=linux/amd64 python:3.13-bookworm
-ARG dev=0
+WORKDIR /app/services/admin-backend
 
 RUN adduser --disabled-password --gecos "" --uid 10001 nonroot
 
 ENV POETRY_VIRTUALENVS_PATH=/opt/.venv
+ENV POETRY_VIRTUALENVS_CREATE=false \
+    POETRY_VIRTUALENVS_IN_PROJECT=false \
+    VIRTUAL_ENV=/opt/.venv \
+    PATH=/opt/.venv/bin:$PATH
+
 COPY --from=build --chown=nonroot:nonroot ${POETRY_VIRTUALENVS_PATH} ${POETRY_VIRTUALENVS_PATH}
 COPY --from=build /usr/local/bin/ /usr/local/bin/
 COPY --from=build /usr/bin/make /usr/bin/make
 COPY --from=build /usr/local/lib/ /usr/local/lib/
 
-COPY --chown=nonroot:nonroot libs/admin-api-lib /app/libs/admin-api-lib
-COPY --chown=nonroot:nonroot libs/rag-core-lib /app/libs/rag-core-lib
-
-WORKDIR /app/services/admin-backend
-
 COPY --chown=nonroot:nonroot services/admin-backend .
+COPY --from=build --chown=nonroot:nonroot  /app/services/admin-backend/log /app/services/admin-backend/log
 
-# Ensure poetry reuses existing virtualenv when running as nonroot
-ENV POETRY_VIRTUALENVS_CREATE=false \
-    POETRY_VIRTUALENVS_IN_PROJECT=false \
-    VIRTUAL_ENV=/opt/.venv \
-    PATH=/opt/.venv/bin:$PATH
+# Copy the library source code to the final stage only for local path dependencies
+ARG DEPENDENCY_GROUP=prod
+COPY --from=build --chown=nonroot:nonroot \
+    /app/libs/admin-api-lib \
+    /tmp/conditional-libs/admin-api-lib
+COPY --from=build --chown=nonroot:nonroot \
+    /app/libs/rag-core-lib \
+    /tmp/conditional-libs/rag-core-lib
+
+# Move libraries to final location only if using prod-local
+RUN if [ "$DEPENDENCY_GROUP" = "prod-local" ]; then \
+        mkdir -p /app/libs && \
+        mv /tmp/conditional-libs/* /app/libs/ && \
+        chown -R nonroot:nonroot /app/libs; \
+    fi && \
+    rm -rf /tmp/conditional-libs
 
 # cleanup
-RUN apt-get clean autoclean
-RUN apt-get autoremove --yes
-
-RUN if [ "$dev" = "0" ]; then \
-        while read -r shell; do rm -f "$shell"; done < /etc/shells; \
-        rm -rf /var/lib/{apt,dpkg,cache,log}/ \
-    else \
-        echo "POETRY_VIRTUALENVS_PATH=/opt/.venv" >> /etc/environment;\
-        export POETRY_VIRTUALENVS_PATH=/opt/.venv;\
-        export PATH="${POETRY_VIRTUALENVS_PATH}/bin:$PATH";\
-    fi
-
+RUN apt-get clean autoclean && apt-get autoremove --yes \
+    && while read -r shell; do rm -f "$shell"; done < /etc/shells || true \
+    && rm -rf /var/lib/{apt,dpkg,cache,log}/ || true
 
 USER nonroot
-COPY --from=build --chown=nonroot:nonroot  /app/services/admin-backend/log /app/services/admin-backend/log
-
diff --git a/services/admin-backend/Dockerfile.dev b/services/admin-backend/Dockerfile.dev
new file mode 100644
index 00000000..95c42065
--- /dev/null
+++ b/services/admin-backend/Dockerfile.dev
@@ -0,0 +1,50 @@
+FROM --platform=linux/amd64 python:3.13-bookworm
+
+# Dev image: source-based, fast iteration
+ENV POETRY_VIRTUALENVS_PATH=/app/services/admin-backend/.venv
+ENV VIRTUAL_ENV="${POETRY_VIRTUALENVS_PATH}"
+ENV POETRY_VERSION=2.1.3
+
+WORKDIR /app
+
+RUN DEBIAN_FRONTEND=noninteractive apt-get update \
+    && DEBIAN_FRONTEND=noninteractive apt-get install -y --no-install-recommends \
+       build-essential make \
+    && python3 -m venv "${POETRY_VIRTUALENVS_PATH}" \
+    && ${POETRY_VIRTUALENVS_PATH}/bin/pip install "poetry==${POETRY_VERSION}" \
+    && rm -rf /var/lib/apt/lists/*
+ENV PATH="${POETRY_VIRTUALENVS_PATH}/bin:$PATH"
+
+# Copy lockfiles first for caching
+COPY services/admin-backend/pyproject.toml services/admin-backend/poetry.lock ./services/admin-backend/
+COPY libs/rag-core-lib/pyproject.toml libs/rag-core-lib/poetry.lock ./libs/rag-core-lib/
+COPY libs/admin-api-lib/pyproject.toml libs/admin-api-lib/poetry.lock ./libs/admin-api-lib/
+
+# Copy minimal lib structure for poetry to recognize local packages
+COPY libs/rag-core-lib/src ./libs/rag-core-lib/src
+COPY libs/rag-core-lib/README.md /app/libs/rag-core-lib/
+COPY libs/admin-api-lib/src ./libs/admin-api-lib/src
+COPY libs/admin-api-lib/README.md /app/libs/admin-api-lib/
+
+# Install deps (with dev extras) without packaging
+RUN poetry config virtualenvs.create false \
+    && cd ./services/admin-backend && poetry install --no-interaction --no-ansi --no-root --with dev
+
+WORKDIR /app/services/admin-backend
+RUN mkdir -p log && chmod 700 log \
+    && touch /app/services/admin-backend/log/logfile.log && chmod 600 /app/services/admin-backend/log/logfile.log
+
+ENV PYTHONPATH="/app/services/admin-backend/src:/app/libs/rag-core-lib/src"
+
+# Create non-root user
+RUN adduser --disabled-password --gecos "" --uid 10001 nonroot
+
+# Ensure nonroot user owns the entire /app directory for live updates
+RUN chown -R nonroot:nonroot /app
+
+# Copy sources last
+COPY --chown=nonroot:nonroot services/admin-backend /app/services/admin-backend
+
+USER nonroot
+
+# Entrypoint handled externally
diff --git a/services/admin-backend/README.md b/services/admin-backend/README.md
index 3aae7c25..e487b641 100644
--- a/services/admin-backend/README.md
+++ b/services/admin-backend/README.md
@@ -1,39 +1,44 @@
 # Admin backend
 
-The main job of the admin-backend is file handling. Upload and deletion of files should be triggered here.
+The main job of the admin-backend is file and source handling. Upload and deletion of files and non-file sources (for example Confluence or sitemaps) should be triggered here.
 
 The following endpoints are provided by the *admin-backend*:
-- `/delete_document/{id}`: Deletes the file from storage and vector database. The `id` can be retrieved from the `/all_documents` endpoint.
-- `/document_reference/{id}`: Returns the document.
-- `/all_documents`: Return the id and status of all available documents currently stored.
-- `/upload_documents`: Endpoint to upload PDF files.
+- `/delete_document/{identification}`: Deletes the file/source from storage (if applicable) and the vector database. The `identification` can be retrieved from the `/all_documents_status` endpoint.
+- `/document_reference/{identification}`: Returns the stored document (files only).
+- `/all_documents_status`: Return the `identification` and status of all available sources.
+- `/upload_file`: Endpoint to upload files (PDF, Office, etc.).
+- `/upload_source`: Endpoint to upload non-file sources such as Confluence or sitemaps.
 
 # Requirements
 
 All required python libraries can be found in the [pyproject.toml](pyproject.toml) file.
-The admin-backend uses the base Dockerfile of the [libs](../../libs/) and share the system requirements with this library.
+The admin-backend ships its own `Dockerfile`/`Dockerfile.dev` and depends on the [admin-api-lib](../../libs/admin-api-lib/) and [rag-core-lib](../../libs/rag-core-lib/) packages. See the Dockerfiles for system package requirements.
 
 # Endpoints
 
-## `/delete_document/{id}`
+## `/delete_document/{identification}`
 
-Will delete the document from the connected storage system and will send a request to the `backend` to delete all related Documents from the vector database.
+Will delete the document/source from the connected storage system (if applicable) and will send a request to the `backend` to delete all related documents from the vector database.
 
-## `/document_reference/{id}`
+## `/document_reference/{identification}`
 
-Will return the source document stored in the connected storage system.
+Will return the source document stored in the connected storage system. Non-file sources (for example Confluence or sitemaps) are not stored and therefore cannot be returned here.
 
-## `/all_documents`
+## `/all_documents_status`
 
-Will return a list of all available documents in the connected storage.
+Will return a list of all available sources and their current status.
 
 > **Note**:
 > Might list Documents which are still being processed and are not available yet for chatting.
 
-## `/upload_documents`
+## `/upload_file`
 
-PDF files can be uploaded here. This endpoint will process the document in a background and will extract information using the [document-extractor](../document-extractor/).
-The extracted information will be summarized using LLM. The summary, as well as the unrefined extracted document, will be uploaded to the [rag-backend](../rag-backend/).
+Files can be uploaded here. This endpoint processes the document in the background and extracts information using the [document-extractor](../document-extractor/).
+The extracted information is summarized using an LLM. The summary, as well as the extracted content, will be uploaded to the [rag-backend](../rag-backend/).
+
+## `/upload_source`
+
+Non-file sources can be uploaded here (for example Confluence spaces or sitemaps). The admin backend forwards the source parameters to the [document-extractor](../document-extractor/) and ingests the extracted content into the [rag-backend](../rag-backend/).
 
 ## Deployment
 
diff --git a/services/admin-backend/poetry.lock b/services/admin-backend/poetry.lock
index 3a4241af..a49335d9 100644
--- a/services/admin-backend/poetry.lock
+++ b/services/admin-backend/poetry.lock
@@ -1,12 +1,12 @@
-# This file is automatically @generated by Poetry 2.2.1 and should not be changed by hand.
+# This file is automatically @generated by Poetry 2.3.1 and should not be changed by hand.
 
 [[package]]
 name = "admin-api-lib"
-version = "v3.4.0"
+version = "3.4.0"
 description = "The admin backend is responsible for the document management. This includes deletion, upload and returning the source document."
 optional = false
 python-versions = "^3.13"
-groups = ["main"]
+groups = ["dev", "prod", "prod-local"]
 files = []
 develop = true
 
@@ -38,7 +38,7 @@ version = "2.6.1"
 description = "Happy Eyeballs for asyncio"
 optional = false
 python-versions = ">=3.9"
-groups = ["main"]
+groups = ["dev", "prod", "prod-local"]
 files = [
     {file = "aiohappyeyeballs-2.6.1-py3-none-any.whl", hash = "sha256:f349ba8f4b75cb25c99c5c2d84e997e485204d2902a9597802b0371f09331fb8"},
     {file = "aiohappyeyeballs-2.6.1.tar.gz", hash = "sha256:c3f9d0113123803ccadfdf3f0faa505bc78e6a72d1cc4806cbd719826e943558"},
@@ -50,7 +50,7 @@ version = "3.13.3"
 description = "Async http client/server framework (asyncio)"
 optional = false
 python-versions = ">=3.9"
-groups = ["main"]
+groups = ["dev", "prod", "prod-local"]
 files = [
     {file = "aiohttp-3.13.3-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:d5a372fd5afd301b3a89582817fdcdb6c34124787c70dbcc616f259013e7eef7"},
     {file = "aiohttp-3.13.3-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:147e422fd1223005c22b4fe080f5d93ced44460f5f9c105406b753612b587821"},
@@ -192,7 +192,7 @@ version = "1.4.0"
 description = "aiosignal: a list of registered asynchronous callbacks"
 optional = false
 python-versions = ">=3.9"
-groups = ["main"]
+groups = ["dev", "prod", "prod-local"]
 files = [
     {file = "aiosignal-1.4.0-py3-none-any.whl", hash = "sha256:053243f8b92b990551949e63930a839ff0cf0b0ebbe0597b0f3fb19e1a0fe82e"},
     {file = "aiosignal-1.4.0.tar.gz", hash = "sha256:f47eecd9468083c2029cc99945502cb7708b082c232f9aca65da147157b251c7"},
@@ -207,7 +207,7 @@ version = "0.0.4"
 description = "Document parameters, class attributes, return types, and variables inline, with Annotated."
 optional = false
 python-versions = ">=3.8"
-groups = ["main"]
+groups = ["dev", "prod", "prod-local"]
 files = [
     {file = "annotated_doc-0.0.4-py3-none-any.whl", hash = "sha256:571ac1dc6991c450b25a9c2d84a3705e2ae7a53467b5d111c24fa8baabbed320"},
     {file = "annotated_doc-0.0.4.tar.gz", hash = "sha256:fbcda96e87e9c92ad167c2e53839e57503ecfda18804ea28102353485033faa4"},
@@ -219,7 +219,7 @@ version = "0.7.0"
 description = "Reusable constraint types to use with typing.Annotated"
 optional = false
 python-versions = ">=3.8"
-groups = ["main"]
+groups = ["dev", "prod", "prod-local"]
 files = [
     {file = "annotated_types-0.7.0-py3-none-any.whl", hash = "sha256:1f02e8b43a8fbbc3f3e0d4f0f4bfc8131bcb4eebe8849b8e5c773f3a1c582a53"},
     {file = "annotated_types-0.7.0.tar.gz", hash = "sha256:aff07c09a53a08bc8cfccb9c85b05f1aa9a2a6f23728d790723543408344ce89"},
@@ -227,14 +227,14 @@ files = [
 
 [[package]]
 name = "anyio"
-version = "4.9.0"
-description = "High level compatibility layer for multiple asynchronous event loop implementations"
+version = "4.10.0"
+description = "High-level concurrency and networking framework on top of asyncio or Trio"
 optional = false
 python-versions = ">=3.9"
-groups = ["main"]
+groups = ["dev", "prod", "prod-local"]
 files = [
-    {file = "anyio-4.9.0-py3-none-any.whl", hash = "sha256:9f76d541cad6e36af7beb62e978876f3b41e3e04f2c1fbf0884604c0a9c4d93c"},
-    {file = "anyio-4.9.0.tar.gz", hash = "sha256:673c0c244e15788651a4ff38710fea9675823028a6f08a5eda409e0c9840a028"},
+    {file = "anyio-4.10.0-py3-none-any.whl", hash = "sha256:60e474ac86736bbfd6f210f7a61218939c318f43f9972497381f1c5e930ed3d1"},
+    {file = "anyio-4.10.0.tar.gz", hash = "sha256:3f3fae35c96039744587aa5b8371e7e8e603c0702999535961dd336026973ba6"},
 ]
 
 [package.dependencies]
@@ -242,8 +242,6 @@ idna = ">=2.8"
 sniffio = ">=1.1"
 
 [package.extras]
-doc = ["Sphinx (>=8.2,<9.0)", "packaging", "sphinx-autodoc-typehints (>=1.2.0)", "sphinx_rtd_theme"]
-test = ["anyio[trio]", "blockbuster (>=1.5.23)", "coverage[toml] (>=7)", "exceptiongroup (>=1.2.0)", "hypothesis (>=4.0)", "psutil (>=5.9)", "pytest (>=7.0)", "trustme", "truststore (>=0.9.1) ; python_version >= \"3.10\"", "uvloop (>=0.21) ; platform_python_implementation == \"CPython\" and platform_system != \"Windows\" and python_version < \"3.14\""]
 trio = ["trio (>=0.26.1)"]
 
 [[package]]
@@ -252,7 +250,7 @@ version = "0.8.1"
 description = "Read/rewrite/write Python ASTs"
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,>=2.7"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "astor-0.8.1-py2.py3-none-any.whl", hash = "sha256:070a54e890cefb5b3739d19f30f5a5ec840ffc9c50ffa7d23cc9fc1a38ebbfc5"},
     {file = "astor-0.8.1.tar.gz", hash = "sha256:6a6effda93f4e1ce9f618779b2dd1d9d84f1e32812c23a29b3fff6fd7f63fa5e"},
@@ -264,7 +262,7 @@ version = "3.0.0"
 description = "Pretty print the output of python stdlib `ast.parse`."
 optional = false
 python-versions = ">=3.8"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "astpretty-3.0.0-py2.py3-none-any.whl", hash = "sha256:15bfd47593667169485a1fa7938b8de9445b11057d6f2b6e214b2f70667f94b6"},
     {file = "astpretty-3.0.0.tar.gz", hash = "sha256:b08c95f32e5994454ea99882ff3c4a0afc8254c38998a0ed4b479dba448dc581"},
@@ -276,7 +274,7 @@ version = "25.3.0"
 description = "Classes Without Boilerplate"
 optional = false
 python-versions = ">=3.8"
-groups = ["main", "dev"]
+groups = ["dev", "lint", "prod", "prod-local"]
 files = [
     {file = "attrs-25.3.0-py3-none-any.whl", hash = "sha256:427318ce031701fea540783410126f03899a97ffc6f61596ad581ac2e40e3bc3"},
     {file = "attrs-25.3.0.tar.gz", hash = "sha256:75d7cefc7fb576747b2c81b4442d4d4a1ce0900973527c011d1030fd3bf4af1b"},
@@ -296,7 +294,7 @@ version = "2.2.1"
 description = "Function decoration for backoff and retry"
 optional = false
 python-versions = ">=3.7,<4.0"
-groups = ["main"]
+groups = ["dev", "prod", "prod-local"]
 files = [
     {file = "backoff-2.2.1-py3-none-any.whl", hash = "sha256:63579f9a0628e06278f7e47b7d7d5b6ce20dc65c5e96a6f3ca99a6adca0396e8"},
     {file = "backoff-2.2.1.tar.gz", hash = "sha256:03f829f5bb1923180821643f8753b0502c3b682293992485b0eef2807afa5cba"},
@@ -308,7 +306,7 @@ version = "1.8.6"
 description = "Security oriented static analyser for python code."
 optional = false
 python-versions = ">=3.9"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "bandit-1.8.6-py3-none-any.whl", hash = "sha256:3348e934d736fcdb68b6aa4030487097e23a501adf3e7827b63658df464dddd0"},
     {file = "bandit-1.8.6.tar.gz", hash = "sha256:dbfe9c25fc6961c2078593de55fd19f2559f9e45b99f1272341f5b95dea4e56b"},
@@ -333,7 +331,7 @@ version = "25.1.0"
 description = "The uncompromising code formatter."
 optional = false
 python-versions = ">=3.9"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "black-25.1.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:759e7ec1e050a15f89b770cefbf91ebee8917aac5c20483bc2d80a6c3a04df32"},
     {file = "black-25.1.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:0e519ecf93120f34243e6b0054db49c00a35f84f195d5bce7e9f5cfc578fc2da"},
@@ -374,18 +372,18 @@ uvloop = ["uvloop (>=0.15.2)"]
 
 [[package]]
 name = "boto3"
-version = "1.39.3"
+version = "1.40.26"
 description = "The AWS SDK for Python"
 optional = false
 python-versions = ">=3.9"
-groups = ["main"]
+groups = ["dev", "prod", "prod-local"]
 files = [
-    {file = "boto3-1.39.3-py3-none-any.whl", hash = "sha256:056cfa2440fe1a157a7c2be897c749c83e1a322144aa4dad889f2fca66571019"},
-    {file = "boto3-1.39.3.tar.gz", hash = "sha256:0a367106497649ae3d8a7b571b8c3be01b7b935a0fe303d4cc2574ed03aecbb4"},
+    {file = "boto3-1.40.26-py3-none-any.whl", hash = "sha256:8272deb4b82c4a0faa1231c2cd5c6d267d71ed6265abef545c1d5b7f0aa936d8"},
+    {file = "boto3-1.40.26.tar.gz", hash = "sha256:9a71684825cfd4548027f254eadf4dafb7fccc7523f20e2a1cb74033f4d74a6b"},
 ]
 
 [package.dependencies]
-botocore = ">=1.39.3,<1.40.0"
+botocore = ">=1.40.26,<1.41.0"
 jmespath = ">=0.7.1,<2.0.0"
 s3transfer = ">=0.13.0,<0.14.0"
 
@@ -394,14 +392,14 @@ crt = ["botocore[crt] (>=1.21.0,<2.0a0)"]
 
 [[package]]
 name = "botocore"
-version = "1.39.3"
+version = "1.40.26"
 description = "Low-level, data-driven core of boto 3."
 optional = false
 python-versions = ">=3.9"
-groups = ["main"]
+groups = ["dev", "prod", "prod-local"]
 files = [
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+    {file = "botocore-1.40.26-py3-none-any.whl", hash = "sha256:c3e89787b1a360d0fd30f9066864415df02d54b07691cabc34a6b1a01c3d2549"},
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 ]
 
 [package.dependencies]
@@ -410,201 +408,205 @@ python-dateutil = ">=2.1,<3.0.0"
 urllib3 = {version = ">=1.25.4,<2.2.0 || >2.2.0,<3", markers = "python_version >= \"3.10\""}
 
 [package.extras]
-crt = ["awscrt (==0.23.8)"]
+crt = ["awscrt (==0.27.6)"]
 
 [[package]]
 name = "certifi"
-version = "2025.6.15"
+version = "2025.8.3"
 description = "Python package for providing Mozilla's CA Bundle."
 optional = false
 python-versions = ">=3.7"
-groups = ["main"]
+groups = ["dev", "prod", "prod-local"]
 files = [
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+    {file = "certifi-2025.8.3.tar.gz", hash = "sha256:e564105f78ded564e3ae7c923924435e1daa7463faeab5bb932bc53ffae63407"},
 ]
 
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 name = "cffi"
-version = "1.17.1"
+version = "2.0.0"
 description = "Foreign Function Interface for Python calling C code."
 optional = false
-python-versions = ">=3.8"
-groups = ["main"]
+python-versions = ">=3.9"
+groups = ["dev", "prod", "prod-local"]
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 ]
 
 [[package]]
@@ -613,7 +615,7 @@ version = "8.2.1"
 description = "Composable command line interface toolkit"
 optional = false
 python-versions = ">=3.10"
-groups = ["main", "dev"]
+groups = ["dev", "lint", "prod", "prod-local"]
 files = [
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@@ -628,12 +630,12 @@ version = "0.4.6"
 description = "Cross-platform colored terminal text."
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,>=2.7"
-groups = ["main", "dev"]
+groups = ["dev", "lint", "prod", "prod-local", "test"]
 files = [
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 ]
-markers = {main = "platform_system == \"Windows\"", dev = "platform_system == \"Windows\" or sys_platform == \"win32\""}
+markers = {dev = "platform_system == \"Windows\"", lint = "platform_system == \"Windows\"", prod = "platform_system == \"Windows\"", prod-local = "platform_system == \"Windows\"", test = "sys_platform == \"win32\""}
 
 [[package]]
 name = "coloredlogs"
@@ -641,7 +643,7 @@ version = "15.0.1"
 description = "Colored terminal output for Python's logging module"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
-groups = ["main"]
+groups = ["dev", "prod", "prod-local"]
 files = [
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@@ -659,7 +661,7 @@ version = "7.10.7"
 description = "Code coverage measurement for Python"
 optional = false
 python-versions = ">=3.9"
-groups = ["dev"]
+groups = ["test"]
 files = [
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@@ -776,7 +778,7 @@ version = "0.6.7"
 description = "Easily serialize dataclasses to and from JSON."
 optional = false
 python-versions = "<4.0,>=3.7"
-groups = ["main"]
+groups = ["dev", "prod", "prod-local"]
 files = [
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@@ -832,7 +834,7 @@ version = "4.48.1"
 description = "Dependency injection framework for Python"
 optional = false
 python-versions = ">=3.8"
-groups = ["main"]
+groups = ["dev", "prod", "prod-local"]
 files = [
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@@ -865,7 +867,7 @@ version = "1.2.18"
 description = "Python @deprecated decorator to deprecate old python classes, functions or methods."
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,>=2.7"
-groups = ["main"]
+groups = ["dev", "prod", "prod-local"]
 files = [
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     {file = "deprecated-1.2.18.tar.gz", hash = "sha256:422b6f6d859da6f2ef57857761bfb392480502a64c3028ca9bbe86085d72115d"},
@@ -883,7 +885,7 @@ version = "1.9.0"
 description = "Distro - an OS platform information API"
 optional = false
 python-versions = ">=3.6"
-groups = ["main"]
+groups = ["dev", "prod", "prod-local"]
 files = [
     {file = "distro-1.9.0-py3-none-any.whl", hash = "sha256:7bffd925d65168f85027d8da9af6bddab658135b840670a223589bc0c8ef02b2"},
     {file = "distro-1.9.0.tar.gz", hash = "sha256:2fa77c6fd8940f116ee1d6b94a2f90b13b5ea8d019b98bc8bafdcabcdd9bdbed"},
@@ -895,7 +897,7 @@ version = "2.3.0"
 description = "Removes commented-out code."
 optional = false
 python-versions = "*"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "eradicate-2.3.0-py3-none-any.whl", hash = "sha256:2b29b3dd27171f209e4ddd8204b70c02f0682ae95eecb353f10e8d72b149c63e"},
     {file = "eradicate-2.3.0.tar.gz", hash = "sha256:06df115be3b87d0fc1c483db22a2ebb12bcf40585722810d809cc770f5031c37"},
@@ -907,7 +909,7 @@ version = "0.121.2"
 description = "FastAPI framework, high performance, easy to learn, fast to code, ready for production"
 optional = false
 python-versions = ">=3.8"
-groups = ["main"]
+groups = ["dev", "prod", "prod-local"]
 files = [
     {file = "fastapi-0.121.2-py3-none-any.whl", hash = "sha256:f2d80b49a86a846b70cc3a03eb5ea6ad2939298bf6a7fe377aa9cd3dd079d358"},
     {file = "fastapi-0.121.2.tar.gz", hash = "sha256:ca8e932b2b823ec1721c641e3669472c855ad9564a2854c9899d904c2848b8b9"},
@@ -926,28 +928,23 @@ standard-no-fastapi-cloud-cli = ["email-validator (>=2.0.0)", "fastapi-cli[stand
 
 [[package]]
 name = "filelock"
-version = "3.18.0"
+version = "3.19.1"
 description = "A platform independent file lock."
 optional = false
 python-versions = ">=3.9"
-groups = ["main"]
+groups = ["dev", "prod", "prod-local"]
 files = [
-    {file = "filelock-3.18.0-py3-none-any.whl", hash = "sha256:c401f4f8377c4464e6db25fff06205fd89bdd83b65eb0488ed1b160f780e21de"},
-    {file = "filelock-3.18.0.tar.gz", hash = "sha256:adbc88eabb99d2fec8c9c1b229b171f18afa655400173ddc653d5d01501fb9f2"},
+    {file = "filelock-3.19.1-py3-none-any.whl", hash = "sha256:d38e30481def20772f5baf097c122c3babc4fcdb7e14e57049eb9d88c6dc017d"},
+    {file = "filelock-3.19.1.tar.gz", hash = "sha256:66eda1888b0171c998b35be2bcc0f6d75c388a7ce20c3f3f37aa8e96c2dddf58"},
 ]
 
-[package.extras]
-docs = ["furo (>=2024.8.6)", "sphinx (>=8.1.3)", "sphinx-autodoc-typehints (>=3)"]
-testing = ["covdefaults (>=2.3)", "coverage (>=7.6.10)", "diff-cover (>=9.2.1)", "pytest (>=8.3.4)", "pytest-asyncio (>=0.25.2)", "pytest-cov (>=6)", "pytest-mock (>=3.14)", "pytest-timeout (>=2.3.1)", "virtualenv (>=20.28.1)"]
-typing = ["typing-extensions (>=4.12.2) ; python_version < \"3.11\""]
-
 [[package]]
 name = "flake8"
 version = "7.3.0"
 description = "the modular source code checker: pep8 pyflakes and co"
 optional = false
 python-versions = ">=3.9"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "flake8-7.3.0-py2.py3-none-any.whl", hash = "sha256:b9696257b9ce8beb888cdbe31cf885c90d31928fe202be0889a7cdafad32f01e"},
     {file = "flake8-7.3.0.tar.gz", hash = "sha256:fe044858146b9fc69b551a4b490d69cf960fcb78ad1edcb84e7fbb1b4a8e3872"},
@@ -964,7 +961,7 @@ version = "0.1.0"
 description = "A flake8 extension that checks for type annotations complexity"
 optional = false
 python-versions = ">=3.9"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "flake8_annotations_complexity-0.1.0-py3-none-any.whl", hash = "sha256:102d75f5ba0c667cde9c563062f4e7c616ca84bf5bfdc9c1f960a2655133ce35"},
     {file = "flake8_annotations_complexity-0.1.0.tar.gz", hash = "sha256:98b86ef87de5331d2b61f3cf472dcf6b8ff1a5ddde46f78bc894b464f06e1414"},
@@ -979,7 +976,7 @@ version = "4.1.1"
 description = "Automated security testing with bandit and flake8."
 optional = false
 python-versions = ">=3.6"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "flake8_bandit-4.1.1-py3-none-any.whl", hash = "sha256:4c8a53eb48f23d4ef1e59293657181a3c989d0077c9952717e98a0eace43e06d"},
     {file = "flake8_bandit-4.1.1.tar.gz", hash = "sha256:068e09287189cbfd7f986e92605adea2067630b75380c6b5733dab7d87f9a84e"},
@@ -995,7 +992,7 @@ version = "0.4.0"
 description = "flake8 plugin to call black as a code style validator"
 optional = false
 python-versions = ">=3.9"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "flake8_black-0.4.0-py3-none-any.whl", hash = "sha256:288762d0c9ea065782d87eeecbcc20c69079d17fe1d0f0445f0eb0b0ffb80c39"},
     {file = "flake8_black-0.4.0.tar.gz", hash = "sha256:bf226868f695dee48d55ff6d7747e900709bfd6f605b7a378c70e711e3fc26cb"},
@@ -1014,7 +1011,7 @@ version = "24.12.12"
 description = "A plugin for flake8 finding likely bugs and design problems in your program. Contains warnings that don't belong in pyflakes and pycodestyle."
 optional = false
 python-versions = ">=3.8.1"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "flake8_bugbear-24.12.12-py3-none-any.whl", hash = "sha256:1b6967436f65ca22a42e5373aaa6f2d87966ade9aa38d4baf2a1be550767545e"},
     {file = "flake8_bugbear-24.12.12.tar.gz", hash = "sha256:46273cef0a6b6ff48ca2d69e472f41420a42a46e24b2a8972e4f0d6733d12a64"},
@@ -1033,7 +1030,7 @@ version = "2.5.0"
 description = "Check for python builtins being used as variables or parameters"
 optional = false
 python-versions = ">=3.8"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "flake8_builtins-2.5.0-py3-none-any.whl", hash = "sha256:8cac7c52c6f0708c0902b46b385bc7e368a9068965083796f1431c0d2e6550cf"},
     {file = "flake8_builtins-2.5.0.tar.gz", hash = "sha256:bdaa3dd823e4f5308c5e712d19fa5f69daa52781ea874f5ea9c3637bcf56faa6"},
@@ -1051,7 +1048,7 @@ version = "3.17.0"
 description = "A flake8 plugin to help you write better list/set/dict comprehensions."
 optional = false
 python-versions = ">=3.9"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "flake8_comprehensions-3.17.0-py3-none-any.whl", hash = "sha256:3943a9c6f2593c3bc5cc64106c2f89d63c6ecd49c8343597f8257b8fcfc8b0a2"},
     {file = "flake8_comprehensions-3.17.0.tar.gz", hash = "sha256:bf4fa102b2bf4d6c9e999e29e4b2724cbadffb70b937600fc782161be4dc0f4a"},
@@ -1066,7 +1063,7 @@ version = "1.7.0"
 description = "Extension for flake8 which uses pydocstyle to check docstrings"
 optional = false
 python-versions = ">=3.7"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "flake8_docstrings-1.7.0-py2.py3-none-any.whl", hash = "sha256:51f2344026da083fc084166a9353f5082b01f72901df422f74b4d953ae88ac75"},
     {file = "flake8_docstrings-1.7.0.tar.gz", hash = "sha256:4c8cc748dc16e6869728699e5d0d685da9a10b0ea718e090b1ba088e67a941af"},
@@ -1082,7 +1079,7 @@ version = "0.0.8"
 description = "Flake8 plugin to enforce Unix/Linux EOL consistency"
 optional = false
 python-versions = ">=3.8"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "flake8-eol-0.0.8.tar.gz", hash = "sha256:a12d836aef941de299984d6c7c4be58ab5d0953507bc68da3e15f09fee0a5e66"},
     {file = "flake8_eol-0.0.8-py3-none-any.whl", hash = "sha256:85759779b32250385cef6d97dd98abae61ec3619f93725857393f948702f06a5"},
@@ -1097,7 +1094,7 @@ version = "1.5.0"
 description = "Flake8 plugin to find commented out code"
 optional = false
 python-versions = ">=3.8,<4.0"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "flake8_eradicate-1.5.0-py3-none-any.whl", hash = "sha256:18acc922ad7de623f5247c7d5595da068525ec5437dd53b22ec2259b96ce9d22"},
     {file = "flake8_eradicate-1.5.0.tar.gz", hash = "sha256:aee636cb9ecb5594a7cd92d67ad73eb69909e5cc7bd81710cf9d00970f3983a6"},
@@ -1114,7 +1111,7 @@ version = "0.0.1a0"
 description = "A flake8 plugin to identify commonly unhandled exceptions."
 optional = false
 python-versions = "*"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "flake8_exceptions-0.0.1a0-py2.py3-none-any.whl", hash = "sha256:95b33f1491c794b872ca4f1fad5a7caa36b6a79e5c58fddec93e587816582907"},
     {file = "flake8_exceptions-0.0.1a0.tar.gz", hash = "sha256:824c402fcb82e9f4e45ab61eda2f0710202c61d55476f3123c0c27330abc01ed"},
@@ -1129,7 +1126,7 @@ version = "0.0.11"
 description = "A flake8 extension that checks expressions complexity"
 optional = false
 python-versions = ">=3.7"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "flake8_expression_complexity-0.0.11-py3-none-any.whl", hash = "sha256:b56bac37f7dd5d3d102a7111c89f6579c2cbd897b868147794c9ed12aadc627c"},
     {file = "flake8_expression_complexity-0.0.11.tar.gz", hash = "sha256:4dd8909fecbc20f53814cdcef9d0b04f61532764278d9b6e8026686812e96631"},
@@ -1145,7 +1142,7 @@ version = "0.0.5"
 description = "flake8 extension that checks function order within a class"
 optional = false
 python-versions = ">=3.6"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "flake8_function_order-0.0.5-py3-none-any.whl", hash = "sha256:58fd9cdf5584894318dd3949ce51b4000f28810adc053cb092f10911ffe9ec8e"},
     {file = "flake8_function_order-0.0.5.tar.gz", hash = "sha256:16185e1a126ddc7767add8e60616859e3364208fac3650b1c2c624f05c5e39dd"},
@@ -1161,7 +1158,7 @@ version = "2024.24.12"
 description = ""
 optional = false
 python-versions = "*"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "flake8_logging_format-2024.24.12-py3-none-any.whl", hash = "sha256:7d93c2107354b10a05b1a0d8ccd3a9bfb793aee108007765114c958a7541d674"},
 ]
@@ -1176,7 +1173,7 @@ version = "1.3.3"
 description = "The package provides base classes and utils for flake8 plugin writing"
 optional = false
 python-versions = ">=3.6,<4.0"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "flake8-plugin-utils-1.3.3.tar.gz", hash = "sha256:39f6f338d038b301c6fd344b06f2e81e382b68fa03c0560dff0d9b1791a11a2c"},
     {file = "flake8_plugin_utils-1.3.3-py3-none-any.whl", hash = "sha256:e4848c57d9d50f19100c2d75fa794b72df068666a9041b4b0409be923356a3ed"},
@@ -1188,7 +1185,7 @@ version = "1.2.3"
 description = "Flake8 plug-in loading the configuration from pyproject.toml"
 optional = false
 python-versions = ">= 3.6"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "flake8_pyproject-1.2.3-py3-none-any.whl", hash = "sha256:6249fe53545205af5e76837644dc80b4c10037e73a0e5db87ff562d75fb5bd4a"},
 ]
@@ -1205,7 +1202,7 @@ version = "2.1.0"
 description = "A flake8 plugin checking common style issues or inconsistencies with pytest-based tests."
 optional = false
 python-versions = ">=3.9"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "flake8_pytest_style-2.1.0-py3-none-any.whl", hash = "sha256:a0d6dddcd533bfc13f19b8445907be0330c5e6ccf7090bcd9d5fa5a0b1b65e71"},
     {file = "flake8_pytest_style-2.1.0.tar.gz", hash = "sha256:fee6befdb5915d600ef24e38d48a077d0dcffb032945ae0169486e7ff8a1079a"},
@@ -1220,7 +1217,7 @@ version = "3.4.0"
 description = "Flake8 lint for quotes."
 optional = false
 python-versions = "*"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "flake8-quotes-3.4.0.tar.gz", hash = "sha256:aad8492fb710a2d3eabe68c5f86a1428de650c8484127e14c43d0504ba30276c"},
 ]
@@ -1235,7 +1232,7 @@ version = "1.2.0"
 description = "Flake8 plugin that checks return values"
 optional = false
 python-versions = ">=3.6,<4.0"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "flake8-return-1.2.0.tar.gz", hash = "sha256:68dfa56582cd704febd02ad86dcf5df67e38e0836d62f1ceae7930d76d3dd955"},
     {file = "flake8_return-1.2.0-py3-none-any.whl", hash = "sha256:1f07af12954ed03ebe2c2aac2418f78b55374e9929d4956109664588f31582a1"},
@@ -1250,7 +1247,7 @@ version = "0.22.0"
 description = "flake8 plugin which checks for code that can be simplified"
 optional = false
 python-versions = ">=3.6.1"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "flake8_simplify-0.22.0-py3-none-any.whl", hash = "sha256:812c65bf49d7857093750df71fc9c4a925fc192bfca14ecf04570e224f17581f"},
     {file = "flake8_simplify-0.22.0.tar.gz", hash = "sha256:526421594d5815cf786a637c2a705223956f7e34872b6bb9f66c5ce3e28caaf9"},
@@ -1266,7 +1263,7 @@ version = "4.12.0"
 description = "A flake8 plugin that helps you write tidier imports."
 optional = false
 python-versions = ">=3.9"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "flake8_tidy_imports-4.12.0-py3-none-any.whl", hash = "sha256:ab1e31a5ce07518a31c0a34cd92551f4c27639ae2c35a21364680a0318da312e"},
     {file = "flake8_tidy_imports-4.12.0.tar.gz", hash = "sha256:9254788c3b6862c2fcec0250d2dc9af089afebff9c5b8a8ac8b9525b059b06db"},
@@ -1281,7 +1278,7 @@ version = "0.2.0"
 description = "flake8 plugin which checks use of deprecated typing.List, typing.Dict, etc."
 optional = false
 python-versions = "*"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "flake8_wot-0.2.0-py3-none-any.whl", hash = "sha256:4bd4f57204fbb13c33c34849ea763519e277293ff6e46a9e9ce7a5b801fab642"},
     {file = "flake8_wot-0.2.0.tar.gz", hash = "sha256:49368e90e9fb0dc04f65a441c1670e1ba631ca10458e8ebcc0382aa8215d598e"},
@@ -1296,7 +1293,7 @@ version = "0.2.10"
 description = "Ultra lite & Super fast SoTA cross-encoder based re-ranking for your search & retrieval pipelines."
 optional = false
 python-versions = ">=3.6"
-groups = ["main"]
+groups = ["dev", "prod", "prod-local"]
 files = [
     {file = "FlashRank-0.2.10-py3-none-any.whl", hash = "sha256:5d3272ae657d793c132d1e7917ed9e2adf49e0e1c60735583a67b051c6f0434a"},
     {file = "FlashRank-0.2.10.tar.gz", hash = "sha256:f8f82a25c32fdfc668a09dc4089421d6aab8e7f71308424b541f40bb3f01d9db"},
@@ -1318,7 +1315,7 @@ version = "25.2.10"
 description = "The FlatBuffers serialization format for Python"
 optional = false
 python-versions = "*"
-groups = ["main"]
+groups = ["dev", "prod", "prod-local"]
 files = [
     {file = "flatbuffers-25.2.10-py2.py3-none-any.whl", hash = "sha256:ebba5f4d5ea615af3f7fd70fc310636fbb2bbd1f566ac0a23d98dd412de50051"},
     {file = "flatbuffers-25.2.10.tar.gz", hash = "sha256:97e451377a41262f8d9bd4295cc836133415cc03d8cb966410a4af92eb00d26e"},
@@ -1330,7 +1327,7 @@ version = "1.7.0"
 description = "A list-like structure which implements collections.abc.MutableSequence"
 optional = false
 python-versions = ">=3.9"
-groups = ["main"]
+groups = ["dev", "prod", "prod-local"]
 files = [
     {file = "frozenlist-1.7.0-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:cc4df77d638aa2ed703b878dd093725b72a824c3c546c076e8fdf276f78ee84a"},
     {file = "frozenlist-1.7.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:716a9973a2cc963160394f701964fe25012600f3d311f60c790400b00e568b61"},
@@ -1440,14 +1437,14 @@ files = [
 
 [[package]]
 name = "fsspec"
-version = "2025.5.1"
+version = "2025.9.0"
 description = "File-system specification"
 optional = false
 python-versions = ">=3.9"
-groups = ["main"]
+groups = ["dev", "prod", "prod-local"]
 files = [
-    {file = "fsspec-2025.5.1-py3-none-any.whl", hash = "sha256:24d3a2e663d5fc735ab256263c4075f374a174c3410c0b25e5bd1970bceaa462"},
-    {file = "fsspec-2025.5.1.tar.gz", hash = "sha256:2e55e47a540b91843b755e83ded97c6e897fa0942b11490113f09e9c443c2475"},
+    {file = "fsspec-2025.9.0-py3-none-any.whl", hash = "sha256:530dc2a2af60a414a832059574df4a6e10cce927f6f4a78209390fe38955cfb7"},
+    {file = "fsspec-2025.9.0.tar.gz", hash = "sha256:19fd429483d25d28b65ec68f9f4adc16c17ea2c7c7bf54ec61360d478fb19c19"},
 ]
 
 [package.extras]
@@ -1455,7 +1452,7 @@ abfs = ["adlfs"]
 adl = ["adlfs"]
 arrow = ["pyarrow (>=1)"]
 dask = ["dask", "distributed"]
-dev = ["pre-commit", "ruff"]
+dev = ["pre-commit", "ruff (>=0.5)"]
 doc = ["numpydoc", "sphinx", "sphinx-design", "sphinx-rtd-theme", "yarl"]
 dropbox = ["dropbox", "dropboxdrivefs", "requests"]
 full = ["adlfs", "aiohttp (!=4.0.0a0,!=4.0.0a1)", "dask", "distributed", "dropbox", "dropboxdrivefs", "fusepy", "gcsfs", "libarchive-c", "ocifs", "panel", "paramiko", "pyarrow (>=1)", "pygit2", "requests", "s3fs", "smbprotocol", "tqdm"]
@@ -1475,7 +1472,7 @@ smb = ["smbprotocol"]
 ssh = ["paramiko"]
 test = ["aiohttp (!=4.0.0a0,!=4.0.0a1)", "numpy", "pytest", "pytest-asyncio (!=0.22.0)", "pytest-benchmark", "pytest-cov", "pytest-mock", "pytest-recording", "pytest-rerunfailures", "requests"]
 test-downstream = ["aiobotocore (>=2.5.4,<3.0.0)", "dask[dataframe,test]", "moto[server] (>4,<5)", "pytest-timeout", "xarray"]
-test-full = ["adlfs", "aiohttp (!=4.0.0a0,!=4.0.0a1)", "cloudpickle", "dask", "distributed", "dropbox", "dropboxdrivefs", "fastparquet", "fusepy", "gcsfs", "jinja2", "kerchunk", "libarchive-c", "lz4", "notebook", "numpy", "ocifs", "pandas", "panel", "paramiko", "pyarrow", "pyarrow (>=1)", "pyftpdlib", "pygit2", "pytest", "pytest-asyncio (!=0.22.0)", "pytest-benchmark", "pytest-cov", "pytest-mock", "pytest-recording", "pytest-rerunfailures", "python-snappy", "requests", "smbprotocol", "tqdm", "urllib3", "zarr", "zstandard"]
+test-full = ["adlfs", "aiohttp (!=4.0.0a0,!=4.0.0a1)", "cloudpickle", "dask", "distributed", "dropbox", "dropboxdrivefs", "fastparquet", "fusepy", "gcsfs", "jinja2", "kerchunk", "libarchive-c", "lz4", "notebook", "numpy", "ocifs", "pandas", "panel", "paramiko", "pyarrow", "pyarrow (>=1)", "pyftpdlib", "pygit2", "pytest", "pytest-asyncio (!=0.22.0)", "pytest-benchmark", "pytest-cov", "pytest-mock", "pytest-recording", "pytest-rerunfailures", "python-snappy", "requests", "smbprotocol", "tqdm", "urllib3", "zarr", "zstandard ; python_version < \"3.14\""]
 tqdm = ["tqdm"]
 
 [[package]]
@@ -1484,7 +1481,7 @@ version = "1.70.0"
 description = "Common protobufs used in Google APIs"
 optional = false
 python-versions = ">=3.7"
-groups = ["main"]
+groups = ["dev", "prod", "prod-local"]
 files = [
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 ]
 
 [package.extras]
 docs = ["Sphinx", "furo"]
-test = ["objgraph", "psutil"]
+test = ["objgraph", "psutil", "setuptools"]
 
 [[package]]
 name = "h11"
@@ -1571,7 +1580,7 @@ version = "0.16.0"
 description = "A pure-Python, bring-your-own-I/O implementation of HTTP/1.1"
 optional = false
 python-versions = ">=3.8"
-groups = ["main"]
+groups = ["dev", "prod", "prod-local"]
 files = [
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     {file = "h11-0.16.0.tar.gz", hash = "sha256:4e35b956cf45792e4caa5885e69fba00bdbc6ffafbfa020300e549b208ee5ff1"},
@@ -1579,21 +1588,21 @@ files = [
 
 [[package]]
 name = "hf-xet"
-version = "1.1.5"
+version = "1.1.9"
 description = "Fast transfer of large files with the Hugging Face Hub."
 optional = false
 python-versions = ">=3.8"
-groups = ["main"]
+groups = ["dev", "prod", "prod-local"]
 markers = "platform_machine == \"x86_64\" or platform_machine == \"amd64\" or platform_machine == \"arm64\" or platform_machine == \"aarch64\""
 files = [
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+    {file = "hf_xet-1.1.9.tar.gz", hash = "sha256:c99073ce404462e909f1d5839b2d14a3827b8fe75ed8aed551ba6609c026c803"},
 ]
 
 [package.extras]
@@ -1605,7 +1614,7 @@ version = "1.0.9"
 description = "A minimal low-level HTTP client."
 optional = false
 python-versions = ">=3.8"
-groups = ["main"]
+groups = ["dev", "prod", "prod-local"]
 files = [
     {file = "httpcore-1.0.9-py3-none-any.whl", hash = "sha256:2d400746a40668fc9dec9810239072b40b4484b640a8c38fd654a024c7a1bf55"},
     {file = "httpcore-1.0.9.tar.gz", hash = "sha256:6e34463af53fd2ab5d807f399a9b45ea31c3dfa2276f15a2c3f00afff6e176e8"},
@@ -1627,7 +1636,7 @@ version = "0.28.1"
 description = "The next generation HTTP client."
 optional = false
 python-versions = ">=3.8"
-groups = ["main"]
+groups = ["dev", "prod", "prod-local"]
 files = [
     {file = "httpx-0.28.1-py3-none-any.whl", hash = "sha256:d909fcccc110f8c7faf814ca82a9a4d816bc5a6dbfea25d6591d6985b8ba59ad"},
     {file = "httpx-0.28.1.tar.gz", hash = "sha256:75e98c5f16b0f35b567856f597f06ff2270a374470a5c2392242528e3e3e42fc"},
@@ -1652,7 +1661,7 @@ version = "0.4.1"
 description = "Consume Server-Sent Event (SSE) messages with HTTPX."
 optional = false
 python-versions = ">=3.9"
-groups = ["main"]
+groups = ["dev", "prod", "prod-local"]
 files = [
     {file = "httpx_sse-0.4.1-py3-none-any.whl", hash = "sha256:cba42174344c3a5b06f255ce65b350880f962d99ead85e776f23c6618a377a37"},
     {file = "httpx_sse-0.4.1.tar.gz", hash = "sha256:8f44d34414bc7b21bf3602713005c5df4917884f76072479b21f68befa4ea26e"},
@@ -1660,20 +1669,20 @@ files = [
 
 [[package]]
 name = "huggingface-hub"
-version = "0.33.2"
+version = "0.34.4"
 description = "Client library to download and publish models, datasets and other repos on the huggingface.co hub"
 optional = false
 python-versions = ">=3.8.0"
-groups = ["main"]
+groups = ["dev", "prod", "prod-local"]
 files = [
-    {file = "huggingface_hub-0.33.2-py3-none-any.whl", hash = "sha256:3749498bfa91e8cde2ddc2c1db92c79981f40e66434c20133b39e5928ac9bcc5"},
-    {file = "huggingface_hub-0.33.2.tar.gz", hash = "sha256:84221defaec8fa09c090390cd68c78b88e3c4c2b7befba68d3dc5aacbc3c2c5f"},
+    {file = "huggingface_hub-0.34.4-py3-none-any.whl", hash = "sha256:9b365d781739c93ff90c359844221beef048403f1bc1f1c123c191257c3c890a"},
+    {file = "huggingface_hub-0.34.4.tar.gz", hash = "sha256:a4228daa6fb001be3f4f4bdaf9a0db00e1739235702848df00885c9b5742c85c"},
 ]
 
 [package.dependencies]
 filelock = "*"
 fsspec = ">=2023.5.0"
-hf-xet = {version = ">=1.1.2,<2.0.0", markers = "platform_machine == \"x86_64\" or platform_machine == \"amd64\" or platform_machine == \"arm64\" or platform_machine == \"aarch64\""}
+hf-xet = {version = ">=1.1.3,<2.0.0", markers = "platform_machine == \"x86_64\" or platform_machine == \"amd64\" or platform_machine == \"arm64\" or platform_machine == \"aarch64\""}
 packaging = ">=20.9"
 pyyaml = ">=5.1"
 requests = "*"
@@ -1681,16 +1690,16 @@ tqdm = ">=4.42.1"
 typing-extensions = ">=3.7.4.3"
 
 [package.extras]
-all = ["InquirerPy (==0.3.4)", "Jinja2", "Pillow", "aiohttp", "authlib (>=1.3.2)", "fastapi", "gradio (>=4.0.0)", "httpx", "itsdangerous", "jedi", "libcst (==1.4.0)", "mypy (==1.15.0) ; python_version >= \"3.9\"", "mypy (>=1.14.1,<1.15.0) ; python_version == \"3.8\"", "numpy", "pytest (>=8.1.1,<8.2.2)", "pytest-asyncio", "pytest-cov", "pytest-env", "pytest-mock", "pytest-rerunfailures", "pytest-vcr", "pytest-xdist", "ruff (>=0.9.0)", "soundfile", "types-PyYAML", "types-requests", "types-simplejson", "types-toml", "types-tqdm", "types-urllib3", "typing-extensions (>=4.8.0)", "urllib3 (<2.0)"]
+all = ["InquirerPy (==0.3.4)", "Jinja2", "Pillow", "aiohttp", "authlib (>=1.3.2)", "fastapi", "gradio (>=4.0.0)", "httpx", "itsdangerous", "jedi", "libcst (>=1.4.0)", "mypy (==1.15.0) ; python_version >= \"3.9\"", "mypy (>=1.14.1,<1.15.0) ; python_version == \"3.8\"", "numpy", "pytest (>=8.1.1,<8.2.2)", "pytest-asyncio", "pytest-cov", "pytest-env", "pytest-mock", "pytest-rerunfailures", "pytest-vcr", "pytest-xdist", "ruff (>=0.9.0)", "soundfile", "types-PyYAML", "types-requests", "types-simplejson", "types-toml", "types-tqdm", "types-urllib3", "typing-extensions (>=4.8.0)", "urllib3 (<2.0)"]
 cli = ["InquirerPy (==0.3.4)"]
-dev = ["InquirerPy (==0.3.4)", "Jinja2", "Pillow", "aiohttp", "authlib (>=1.3.2)", "fastapi", "gradio (>=4.0.0)", "httpx", "itsdangerous", "jedi", "libcst (==1.4.0)", "mypy (==1.15.0) ; python_version >= \"3.9\"", "mypy (>=1.14.1,<1.15.0) ; python_version == \"3.8\"", "numpy", "pytest (>=8.1.1,<8.2.2)", "pytest-asyncio", "pytest-cov", "pytest-env", "pytest-mock", "pytest-rerunfailures", "pytest-vcr", "pytest-xdist", "ruff (>=0.9.0)", "soundfile", "types-PyYAML", "types-requests", "types-simplejson", "types-toml", "types-tqdm", "types-urllib3", "typing-extensions (>=4.8.0)", "urllib3 (<2.0)"]
+dev = ["InquirerPy (==0.3.4)", "Jinja2", "Pillow", "aiohttp", "authlib (>=1.3.2)", "fastapi", "gradio (>=4.0.0)", "httpx", "itsdangerous", "jedi", "libcst (>=1.4.0)", "mypy (==1.15.0) ; python_version >= \"3.9\"", "mypy (>=1.14.1,<1.15.0) ; python_version == \"3.8\"", "numpy", "pytest (>=8.1.1,<8.2.2)", "pytest-asyncio", "pytest-cov", "pytest-env", "pytest-mock", "pytest-rerunfailures", "pytest-vcr", "pytest-xdist", "ruff (>=0.9.0)", "soundfile", "types-PyYAML", "types-requests", "types-simplejson", "types-toml", "types-tqdm", "types-urllib3", "typing-extensions (>=4.8.0)", "urllib3 (<2.0)"]
 fastai = ["fastai (>=2.4)", "fastcore (>=1.3.27)", "toml"]
 hf-transfer = ["hf-transfer (>=0.1.4)"]
 hf-xet = ["hf-xet (>=1.1.2,<2.0.0)"]
 inference = ["aiohttp"]
 mcp = ["aiohttp", "mcp (>=1.8.0)", "typer"]
 oauth = ["authlib (>=1.3.2)", "fastapi", "httpx", "itsdangerous"]
-quality = ["libcst (==1.4.0)", "mypy (==1.15.0) ; python_version >= \"3.9\"", "mypy (>=1.14.1,<1.15.0) ; python_version == \"3.8\"", "ruff (>=0.9.0)"]
+quality = ["libcst (>=1.4.0)", "mypy (==1.15.0) ; python_version >= \"3.9\"", "mypy (>=1.14.1,<1.15.0) ; python_version == \"3.8\"", "ruff (>=0.9.0)"]
 tensorflow = ["graphviz", "pydot", "tensorflow"]
 tensorflow-testing = ["keras (<3.0)", "tensorflow"]
 testing = ["InquirerPy (==0.3.4)", "Jinja2", "Pillow", "aiohttp", "authlib (>=1.3.2)", "fastapi", "gradio (>=4.0.0)", "httpx", "itsdangerous", "jedi", "numpy", "pytest (>=8.1.1,<8.2.2)", "pytest-asyncio", "pytest-cov", "pytest-env", "pytest-mock", "pytest-rerunfailures", "pytest-vcr", "pytest-xdist", "soundfile", "urllib3 (<2.0)"]
@@ -1703,7 +1712,7 @@ version = "10.0"
 description = "Human friendly output for text interfaces using Python"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
-groups = ["main"]
+groups = ["dev", "prod", "prod-local"]
 files = [
     {file = "humanfriendly-10.0-py2.py3-none-any.whl", hash = "sha256:1697e1a8a8f550fd43c2865cd84542fc175a61dcb779b6fee18cf6b6ccba1477"},
     {file = "humanfriendly-10.0.tar.gz", hash = "sha256:6b0b831ce8f15f7300721aa49829fc4e83921a9a301cc7f606be6686a2288ddc"},
@@ -1718,7 +1727,7 @@ version = "3.10"
 description = "Internationalized Domain Names in Applications (IDNA)"
 optional = false
 python-versions = ">=3.6"
-groups = ["main"]
+groups = ["dev", "prod", "prod-local"]
 files = [
     {file = "idna-3.10-py3-none-any.whl", hash = "sha256:946d195a0d259cbba61165e88e65941f16e9b36ea6ddb97f00452bae8b1287d3"},
     {file = "idna-3.10.tar.gz", hash = "sha256:12f65c9b470abda6dc35cf8e63cc574b1c52b11df2c86030af0ac09b01b13ea9"},
@@ -1733,7 +1742,7 @@ version = "8.7.0"
 description = "Read metadata from Python packages"
 optional = false
 python-versions = ">=3.9"
-groups = ["main"]
+groups = ["dev", "prod", "prod-local"]
 files = [
     {file = "importlib_metadata-8.7.0-py3-none-any.whl", hash = "sha256:e5dd1551894c77868a30651cef00984d50e1002d06942a7101d34870c5f02afd"},
     {file = "importlib_metadata-8.7.0.tar.gz", hash = "sha256:d13b81ad223b890aa16c5471f2ac3056cf76c5f10f82d6f9292f0b415f389000"},
@@ -1757,7 +1766,7 @@ version = "2.1.0"
 description = "brain-dead simple config-ini parsing"
 optional = false
 python-versions = ">=3.8"
-groups = ["dev"]
+groups = ["test"]
 files = [
     {file = "iniconfig-2.1.0-py3-none-any.whl", hash = "sha256:9deba5723312380e77435581c6bf4935c94cbfab9b1ed33ef8d238ea168eb760"},
     {file = "iniconfig-2.1.0.tar.gz", hash = "sha256:3abbd2e30b36733fee78f9c7f7308f2d0050e88f0087fd25c2645f63c773e1c7"},
@@ -1769,7 +1778,7 @@ version = "0.10.0"
 description = "Fast iterable JSON parser."
 optional = false
 python-versions = ">=3.9"
-groups = ["main"]
+groups = ["dev", "prod", "prod-local"]
 files = [
     {file = "jiter-0.10.0-cp310-cp310-macosx_10_12_x86_64.whl", hash = "sha256:cd2fb72b02478f06a900a5782de2ef47e0396b3e1f7d5aba30daeb1fce66f303"},
     {file = "jiter-0.10.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:32bb468e3af278f095d3fa5b90314728a6916d89ba3d0ffb726dd9bf7367285e"},
@@ -1856,7 +1865,7 @@ version = "1.0.1"
 description = "JSON Matching Expressions"
 optional = false
 python-versions = ">=3.7"
-groups = ["main"]
+groups = ["dev", "prod", "prod-local"]
 files = [
     {file = "jmespath-1.0.1-py3-none-any.whl", hash = "sha256:02e2e4cc71b5bcab88332eebf907519190dd9e6e82107fa7f83b1003a6252980"},
     {file = "jmespath-1.0.1.tar.gz", hash = "sha256:90261b206d6defd58fdd5e85f478bf633a2901798906be2ad389150c5c60edbe"},
@@ -1868,7 +1877,7 @@ version = "1.5.2"
 description = "Lightweight pipelining with Python functions"
 optional = false
 python-versions = ">=3.9"
-groups = ["main"]
+groups = ["dev", "prod", "prod-local"]
 files = [
     {file = "joblib-1.5.2-py3-none-any.whl", hash = "sha256:4e1f0bdbb987e6d843c70cf43714cb276623def372df3c22fe5266b2670bc241"},
     {file = "joblib-1.5.2.tar.gz", hash = "sha256:3faa5c39054b2f03ca547da9b2f52fde67c06240c31853f306aea97f13647b55"},
@@ -1880,7 +1889,7 @@ version = "1.33"
 description = "Apply JSON-Patches (RFC 6902)"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, !=3.5.*, !=3.6.*"
-groups = ["main"]
+groups = ["dev", "prod", "prod-local"]
 files = [
     {file = "jsonpatch-1.33-py2.py3-none-any.whl", hash = "sha256:0ae28c0cd062bbd8b8ecc26d7d164fbbea9652a1a3693f3b956c1eae5145dade"},
     {file = "jsonpatch-1.33.tar.gz", hash = "sha256:9fcd4009c41e6d12348b4a0ff2563ba56a2923a7dfee731d004e212e1ee5030c"},
@@ -1895,7 +1904,7 @@ version = "3.0.0"
 description = "Identify specific nodes in a JSON document (RFC 6901)"
 optional = false
 python-versions = ">=3.7"
-groups = ["main"]
+groups = ["dev", "prod", "prod-local"]
 files = [
     {file = "jsonpointer-3.0.0-py2.py3-none-any.whl", hash = "sha256:13e088adc14fca8b6aa8177c044e12701e6ad4b28ff10e65f2267a90109c9942"},
     {file = "jsonpointer-3.0.0.tar.gz", hash = "sha256:2b2d729f2091522d61c3b31f82e11870f60b68f43fbc705cb76bf4b832af59ef"},
@@ -1907,7 +1916,7 @@ version = "1.0.8"
 description = "Building applications with LLMs through composability"
 optional = false
 python-versions = "<4.0.0,>=3.10.0"
-groups = ["main"]
+groups = ["dev", "prod", "prod-local"]
 files = [
     {file = "langchain-1.0.8-py3-none-any.whl", hash = "sha256:4925bb402b83f49f652beee15c627bcd72a5a551452a0f6154869207564940d5"},
     {file = "langchain-1.0.8.tar.gz", hash = "sha256:d02f5a58a13eec9f24e4d6dbb8c0a9721582172a8f908061b31d3d10debf946f"},
@@ -1943,7 +1952,7 @@ version = "1.0.0"
 description = "Building applications with LLMs through composability"
 optional = false
 python-versions = "<4.0.0,>=3.10.0"
-groups = ["main"]
+groups = ["dev", "prod", "prod-local"]
 files = [
     {file = "langchain_classic-1.0.0-py3-none-any.whl", hash = "sha256:97f71f150c10123f5511c08873f030e35ede52311d729a7688c721b4e1e01f33"},
     {file = "langchain_classic-1.0.0.tar.gz", hash = "sha256:a63655609254ebc36d660eb5ad7c06c778b2e6733c615ffdac3eac4fbe2b12c5"},
@@ -1979,7 +1988,7 @@ version = "0.4.1"
 description = "Community contributed LangChain integrations."
 optional = false
 python-versions = "<4.0.0,>=3.10.0"
-groups = ["main"]
+groups = ["dev", "prod", "prod-local"]
 files = [
     {file = "langchain_community-0.4.1-py3-none-any.whl", hash = "sha256:2135abb2c7748a35c84613108f7ebf30f8505b18c3c18305ffaecfc7651f6c6a"},
     {file = "langchain_community-0.4.1.tar.gz", hash = "sha256:f3b211832728ee89f169ddce8579b80a085222ddb4f4ed445a46e977d17b1e85"},
@@ -2005,7 +2014,7 @@ version = "1.2.6"
 description = "Building applications with LLMs through composability"
 optional = false
 python-versions = "<4.0.0,>=3.10.0"
-groups = ["main"]
+groups = ["dev", "prod", "prod-local"]
 files = [
     {file = "langchain_core-1.2.6-py3-none-any.whl", hash = "sha256:aa6ed954b4b1f4504937fe75fdf674317027e9a91ba7a97558b0de3dc8004e34"},
     {file = "langchain_core-1.2.6.tar.gz", hash = "sha256:b4e7841dd7f8690375aa07c54739178dc2c635147d475e0c2955bf82a1afa498"},
@@ -2027,7 +2036,7 @@ version = "0.4.0"
 description = "Building applications with LLMs through composability"
 optional = false
 python-versions = "<4.0,>=3.10"
-groups = ["main"]
+groups = ["dev", "prod", "prod-local"]
 files = [
     {file = "langchain_experimental-0.4.0-py3-none-any.whl", hash = "sha256:50306e75218e3a3f002de3dd879d719addd6481284b1a282292fac46a130f4a1"},
     {file = "langchain_experimental-0.4.0.tar.gz", hash = "sha256:16bb5c9810e1908c0e2d82cd000bb434bb437b8977507e4dbfe5f25800f431fd"},
@@ -2043,7 +2052,7 @@ version = "1.0.3"
 description = "An integration package connecting OpenAI and LangChain"
 optional = false
 python-versions = "<4.0.0,>=3.10.0"
-groups = ["main"]
+groups = ["dev", "prod", "prod-local"]
 files = [
     {file = "langchain_openai-1.0.3-py3-none-any.whl", hash = "sha256:18d254dbe946d9e9fe6d31416c60c8fc06513427f6e8d8c372e015345e1e17f6"},
     {file = "langchain_openai-1.0.3.tar.gz", hash = "sha256:e9df56540c1118002ab5306208c4845715e9209779c8a7ac9037eded98435fdc"},
@@ -2060,7 +2069,7 @@ version = "1.0.0"
 description = "LangChain text splitting utilities"
 optional = false
 python-versions = "<4.0.0,>=3.10.0"
-groups = ["main"]
+groups = ["dev", "prod", "prod-local"]
 files = [
     {file = "langchain_text_splitters-1.0.0-py3-none-any.whl", hash = "sha256:f00c8219d3468f2c5bd951b708b6a7dd9bc3c62d0cfb83124c377f7170f33b2e"},
     {file = "langchain_text_splitters-1.0.0.tar.gz", hash = "sha256:d8580a20ad7ed10b432feb273e5758b2cc0902d094919629cec0e1ad691a6744"},
@@ -2075,7 +2084,7 @@ version = "3.10.1"
 description = "A client library for accessing langfuse"
 optional = false
 python-versions = "<4.0,>=3.10"
-groups = ["main"]
+groups = ["dev", "prod", "prod-local"]
 files = [
     {file = "langfuse-3.10.1-py3-none-any.whl", hash = "sha256:78582905874e17f923a3fa6eba9d1a15e1547139bbd5c11d498ce90670e1fdae"},
     {file = "langfuse-3.10.1.tar.gz", hash = "sha256:11152b77f1869c55b42c3be8fba779cd9102bef171a597ea4baeca8a8000d11f"},
@@ -2099,7 +2108,7 @@ version = "1.0.3"
 description = "Building stateful, multi-actor applications with LLMs"
 optional = false
 python-versions = ">=3.10"
-groups = ["main"]
+groups = ["dev", "prod", "prod-local"]
 files = [
     {file = "langgraph-1.0.3-py3-none-any.whl", hash = "sha256:4a75146f09bd0d127a724876f4244f460c4c66353a993641bd641ed710cd010f"},
     {file = "langgraph-1.0.3.tar.gz", hash = "sha256:873a6aae6be054ef52a05c463be363a46da9711405b1b14454d595f543b68335"},
@@ -2119,7 +2128,7 @@ version = "3.0.1"
 description = "Library with base interfaces for LangGraph checkpoint savers."
 optional = false
 python-versions = ">=3.10"
-groups = ["main"]
+groups = ["dev", "prod", "prod-local"]
 files = [
     {file = "langgraph_checkpoint-3.0.1-py3-none-any.whl", hash = "sha256:9b04a8d0edc0474ce4eaf30c5d731cee38f11ddff50a6177eead95b5c4e4220b"},
     {file = "langgraph_checkpoint-3.0.1.tar.gz", hash = "sha256:59222f875f85186a22c494aedc65c4e985a3df27e696e5016ba0b98a5ed2cee0"},
@@ -2135,7 +2144,7 @@ version = "1.0.5"
 description = "Library with high-level APIs for creating and executing LangGraph agents and tools."
 optional = false
 python-versions = ">=3.10"
-groups = ["main"]
+groups = ["dev", "prod", "prod-local"]
 files = [
     {file = "langgraph_prebuilt-1.0.5-py3-none-any.whl", hash = "sha256:22369563e1848862ace53fbc11b027c28dd04a9ac39314633bb95f2a7e258496"},
     {file = "langgraph_prebuilt-1.0.5.tar.gz", hash = "sha256:85802675ad778cc7240fd02d47db1e0b59c0c86d8369447d77ce47623845db2d"},
@@ -2151,7 +2160,7 @@ version = "0.2.9"
 description = "SDK for interacting with LangGraph API"
 optional = false
 python-versions = ">=3.9"
-groups = ["main"]
+groups = ["dev", "prod", "prod-local"]
 files = [
     {file = "langgraph_sdk-0.2.9-py3-none-any.whl", hash = "sha256:fbf302edadbf0fb343596f91c597794e936ef68eebc0d3e1d358b6f9f72a1429"},
     {file = "langgraph_sdk-0.2.9.tar.gz", hash = "sha256:b3bd04c6be4fa382996cd2be8fbc1e7cc94857d2bc6b6f4599a7f2a245975303"},
@@ -2167,7 +2176,7 @@ version = "0.3.45"
 description = "Client library to connect to the LangSmith LLM Tracing and Evaluation Platform."
 optional = false
 python-versions = ">=3.9"
-groups = ["main"]
+groups = ["dev", "prod", "prod-local"]
 files = [
     {file = "langsmith-0.3.45-py3-none-any.whl", hash = "sha256:5b55f0518601fa65f3bb6b1a3100379a96aa7b3ed5e9380581615ba9c65ed8ed"},
     {file = "langsmith-0.3.45.tar.gz", hash = "sha256:1df3c6820c73ed210b2c7bc5cdb7bfa19ddc9126cd03fdf0da54e2e171e6094d"},
@@ -2190,14 +2199,14 @@ pytest = ["pytest (>=7.0.0)", "rich (>=13.9.4,<14.0.0)"]
 
 [[package]]
 name = "markdown-it-py"
-version = "3.0.0"
+version = "4.0.0"
 description = "Python port of markdown-it. Markdown parsing, done right!"
 optional = false
-python-versions = ">=3.8"
-groups = ["dev"]
+python-versions = ">=3.10"
+groups = ["lint"]
 files = [
-    {file = "markdown-it-py-3.0.0.tar.gz", hash = "sha256:e3f60a94fa066dc52ec76661e37c851cb232d92f9886b15cb560aaada2df8feb"},
-    {file = "markdown_it_py-3.0.0-py3-none-any.whl", hash = "sha256:355216845c60bd96232cd8d8c40e8f9765cc86f46880e43a8fd22dc1a1a8cab1"},
+    {file = "markdown_it_py-4.0.0-py3-none-any.whl", hash = "sha256:87327c59b172c5011896038353a81343b6754500a08cd7a4973bb48c6d578147"},
+    {file = "markdown_it_py-4.0.0.tar.gz", hash = "sha256:cb0a2b4aa34f932c007117b194e945bd74e0ec24133ceb5bac59009cda1cb9f3"},
 ]
 
 [package.dependencies]
@@ -2205,13 +2214,12 @@ mdurl = ">=0.1,<1.0"
 
 [package.extras]
 benchmarking = ["psutil", "pytest", "pytest-benchmark"]
-code-style = ["pre-commit (>=3.0,<4.0)"]
-compare = ["commonmark (>=0.9,<1.0)", "markdown (>=3.4,<4.0)", "mistletoe (>=1.0,<2.0)", "mistune (>=2.0,<3.0)", "panflute (>=2.3,<3.0)"]
+compare = ["commonmark (>=0.9,<1.0)", "markdown (>=3.4,<4.0)", "markdown-it-pyrs", "mistletoe (>=1.0,<2.0)", "mistune (>=3.0,<4.0)", "panflute (>=2.3,<3.0)"]
 linkify = ["linkify-it-py (>=1,<3)"]
-plugins = ["mdit-py-plugins"]
+plugins = ["mdit-py-plugins (>=0.5.0)"]
 profiling = ["gprof2dot"]
-rtd = ["jupyter_sphinx", "mdit-py-plugins", "myst-parser", "pyyaml", "sphinx", "sphinx-copybutton", "sphinx-design", "sphinx_book_theme"]
-testing = ["coverage", "pytest", "pytest-cov", "pytest-regressions"]
+rtd = ["ipykernel", "jupyter_sphinx", "mdit-py-plugins (>=0.5.0)", "myst-parser", "pyyaml", "sphinx", "sphinx-book-theme (>=1.0,<2.0)", "sphinx-copybutton", "sphinx-design"]
+testing = ["coverage", "pytest", "pytest-cov", "pytest-regressions", "requests"]
 
 [[package]]
 name = "marshmallow"
@@ -2219,7 +2227,7 @@ version = "3.26.1"
 description = "A lightweight library for converting complex datatypes to and from native Python datatypes."
 optional = false
 python-versions = ">=3.9"
-groups = ["main"]
+groups = ["dev", "prod", "prod-local"]
 files = [
     {file = "marshmallow-3.26.1-py3-none-any.whl", hash = "sha256:3350409f20a70a7e4e11a27661187b77cdcaeb20abca41c1454fe33636bea09c"},
     {file = "marshmallow-3.26.1.tar.gz", hash = "sha256:e6d8affb6cb61d39d26402096dc0aee12d5a26d490a121f118d2e81dc0719dc6"},
@@ -2239,7 +2247,7 @@ version = "0.7.0"
 description = "McCabe checker, plugin for flake8"
 optional = false
 python-versions = ">=3.6"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "mccabe-0.7.0-py2.py3-none-any.whl", hash = "sha256:6c2d30ab6be0e4a46919781807b4f0d834ebdd6c6e3dca0bda5a15f863427b6e"},
     {file = "mccabe-0.7.0.tar.gz", hash = "sha256:348e0240c33b60bbdf4e523192ef919f28cb2c3d7d5c7794f74009290f236325"},
@@ -2251,7 +2259,7 @@ version = "0.1.2"
 description = "Markdown URL utilities"
 optional = false
 python-versions = ">=3.7"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "mdurl-0.1.2-py3-none-any.whl", hash = "sha256:84008a41e51615a49fc9966191ff91509e3c40b939176e643fd50a5c2196b8f8"},
     {file = "mdurl-0.1.2.tar.gz", hash = "sha256:bb413d29f5eea38f31dd4754dd7377d4465116fb207585f97bf925588687c1ba"},
@@ -2263,7 +2271,7 @@ version = "1.3.0"
 description = "Python library for arbitrary-precision floating-point arithmetic"
 optional = false
 python-versions = "*"
-groups = ["main"]
+groups = ["dev", "prod", "prod-local"]
 files = [
     {file = "mpmath-1.3.0-py3-none-any.whl", hash = "sha256:a0b2b9fe80bbcd81a6647ff13108738cfb482d481d826cc0e02f5b35e5c88d2c"},
     {file = "mpmath-1.3.0.tar.gz", hash = "sha256:7a28eb2a9774d00c7bc92411c19a89209d5da7c4c9a9e227be8330a23a25b91f"},
@@ -2277,122 +2285,122 @@ tests = ["pytest (>=4.6)"]
 
 [[package]]
 name = "multidict"
-version = "6.6.3"
+version = "6.6.4"
 description = "multidict implementation"
 optional = false
 python-versions = ">=3.9"
-groups = ["main"]
-files = [
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 description = "Type system extensions for programs checked with the mypy type checker."
 optional = false
 python-versions = ">=3.8"
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 description = "A generic, spec-compliant, thorough implementation of the OAuth request-signing logic"
 optional = false
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 ]
 
 [package.dependencies]
@@ -2553,7 +2584,7 @@ version = "1.109.1"
 description = "The official Python library for the openai API"
 optional = false
 python-versions = ">=3.8"
-groups = ["main"]
+groups = ["dev", "prod", "prod-local"]
 files = [
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@@ -2577,14 +2608,14 @@ voice-helpers = ["numpy (>=2.0.2)", "sounddevice (>=0.5.1)"]
 
 [[package]]
 name = "opentelemetry-api"
-version = "1.34.1"
+version = "1.36.0"
 description = "OpenTelemetry Python API"
 optional = false
 python-versions = ">=3.9"
-groups = ["main"]
+groups = ["dev", "prod", "prod-local"]
 files = [
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 ]
 
 [package.dependencies]
@@ -2593,168 +2624,179 @@ typing-extensions = ">=4.5.0"
 
 [[package]]
 name = "opentelemetry-exporter-otlp-proto-common"
-version = "1.34.1"
+version = "1.36.0"
 description = "OpenTelemetry Protobuf encoding"
 optional = false
 python-versions = ">=3.9"
-groups = ["main"]
+groups = ["dev", "prod", "prod-local"]
 files = [
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 ]
 
 [package.dependencies]
-opentelemetry-proto = "1.34.1"
+opentelemetry-proto = "1.36.0"
 
 [[package]]
 name = "opentelemetry-exporter-otlp-proto-http"
-version = "1.34.1"
+version = "1.36.0"
 description = "OpenTelemetry Collector Protobuf over HTTP Exporter"
 optional = false
 python-versions = ">=3.9"
-groups = ["main"]
+groups = ["dev", "prod", "prod-local"]
 files = [
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 [package.dependencies]
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 opentelemetry-api = ">=1.15,<2.0"
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-opentelemetry-proto = "1.34.1"
-opentelemetry-sdk = ">=1.34.1,<1.35.0"
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+opentelemetry-proto = "1.36.0"
+opentelemetry-sdk = ">=1.36.0,<1.37.0"
 requests = ">=2.7,<3.0"
 typing-extensions = ">=4.5.0"
 
 [[package]]
 name = "opentelemetry-proto"
-version = "1.34.1"
+version = "1.36.0"
 description = "OpenTelemetry Python Proto"
 optional = false
 python-versions = ">=3.9"
-groups = ["main"]
+groups = ["dev", "prod", "prod-local"]
 files = [
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 ]
 
 [package.dependencies]
-protobuf = ">=5.0,<6.0"
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 [[package]]
 name = "opentelemetry-sdk"
-version = "1.34.1"
+version = "1.36.0"
 description = "OpenTelemetry Python SDK"
 optional = false
 python-versions = ">=3.9"
-groups = ["main"]
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 [package.dependencies]
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+opentelemetry-api = "1.36.0"
+opentelemetry-semantic-conventions = "0.57b0"
 typing-extensions = ">=4.5.0"
 
 [[package]]
 name = "opentelemetry-semantic-conventions"
-version = "0.55b1"
+version = "0.57b0"
 description = "OpenTelemetry Semantic Conventions"
 optional = false
 python-versions = ">=3.9"
-groups = ["main"]
+groups = ["dev", "prod", "prod-local"]
 files = [
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 ]
 
 [package.dependencies]
-opentelemetry-api = "1.34.1"
+opentelemetry-api = "1.36.0"
 typing-extensions = ">=4.5.0"
 
 [[package]]
 name = "orjson"
-version = "3.10.18"
+version = "3.11.3"
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 python-versions = ">=3.9"
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 ]
 
 [[package]]
@@ -2763,7 +2805,7 @@ version = "1.12.0"
 description = ""
 optional = false
 python-versions = ">=3.10"
-groups = ["main"]
+groups = ["dev", "prod", "prod-local"]
 files = [
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@@ -2821,7 +2863,7 @@ version = "24.2"
 description = "Core utilities for Python packages"
 optional = false
 python-versions = ">=3.8"
-groups = ["main", "dev"]
+groups = ["dev", "lint", "prod", "prod-local", "test"]
 files = [
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@@ -2833,34 +2875,19 @@ version = "0.12.1"
 description = "Utility library for gitignore style pattern matching of file paths."
 optional = false
 python-versions = ">=3.8"
-groups = ["dev"]
+groups = ["lint"]
 files = [
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 ]
 
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-name = "pbr"
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-description = "Python Build Reasonableness"
-optional = false
-python-versions = ">=2.6"
-groups = ["dev"]
-files = [
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-
-[package.dependencies]
-setuptools = "*"
-
 [[package]]
 name = "pep8-naming"
 version = "0.15.1"
 description = "Check PEP-8 naming conventions, plugin for flake8"
 optional = false
 python-versions = ">=3.9"
-groups = ["dev"]
+groups = ["lint"]
 files = [
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@@ -2871,14 +2898,14 @@ flake8 = ">=5.0.0"
 
 [[package]]
 name = "platformdirs"
-version = "4.3.8"
+version = "4.4.0"
 description = "A small Python package for determining appropriate platform-specific dirs, e.g. a `user data dir`."
 optional = false
 python-versions = ">=3.9"
-groups = ["dev"]
+groups = ["lint"]
 files = [
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 ]
 
 [package.extras]
@@ -2892,7 +2919,7 @@ version = "1.6.0"
 description = "plugin and hook calling mechanisms for python"
 optional = false
 python-versions = ">=3.9"
-groups = ["dev"]
+groups = ["test"]
 files = [
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@@ -2908,7 +2935,7 @@ version = "0.3.2"
 description = "Accelerated property cache"
 optional = false
 python-versions = ">=3.9"
-groups = ["main"]
+groups = ["dev", "prod", "prod-local"]
 files = [
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@@ -3012,23 +3039,21 @@ files = [
 
 [[package]]
 name = "protobuf"
-version = "5.29.5"
+version = "6.32.0"
 description = ""
 optional = false
-python-versions = ">=3.8"
-groups = ["main"]
+python-versions = ">=3.9"
+groups = ["dev", "prod", "prod-local"]
 files = [
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+    {file = "protobuf-6.32.0.tar.gz", hash = "sha256:a81439049127067fc49ec1d36e25c6ee1d1a2b7be930675f919258d03c04e7d2"},
 ]
 
 [[package]]
@@ -3037,7 +3062,7 @@ version = "2.14.0"
 description = "Python style guide checker"
 optional = false
 python-versions = ">=3.9"
-groups = ["dev"]
+groups = ["lint"]
 files = [
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@@ -3049,8 +3074,8 @@ version = "2.22"
 description = "C parser in Python"
 optional = false
 python-versions = ">=3.8"
-groups = ["main"]
-markers = "platform_python_implementation == \"PyPy\""
+groups = ["dev", "prod", "prod-local"]
+markers = "platform_python_implementation == \"PyPy\" and implementation_name != \"PyPy\""
 files = [
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@@ -3062,7 +3087,7 @@ version = "2.11.7"
 description = "Data validation using Python type hints"
 optional = false
 python-versions = ">=3.9"
-groups = ["main"]
+groups = ["dev", "prod", "prod-local"]
 files = [
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@@ -3084,7 +3109,7 @@ version = "2.33.2"
 description = "Core functionality for Pydantic validation and serialization"
 optional = false
 python-versions = ">=3.9"
-groups = ["main"]
+groups = ["dev", "prod", "prod-local"]
 files = [
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@@ -3196,7 +3221,7 @@ version = "2.10.1"
 description = "Settings management using Pydantic"
 optional = false
 python-versions = ">=3.9"
-groups = ["main"]
+groups = ["dev", "prod", "prod-local"]
 files = [
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@@ -3220,7 +3245,7 @@ version = "6.3.0"
 description = "Python docstring style checker"
 optional = false
 python-versions = ">=3.6"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "pydocstyle-6.3.0-py3-none-any.whl", hash = "sha256:118762d452a49d6b05e194ef344a55822987a462831ade91ec5c06fd2169d019"},
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@@ -3238,7 +3263,7 @@ version = "3.4.0"
 description = "passive checker of Python programs"
 optional = false
 python-versions = ">=3.9"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "pyflakes-3.4.0-py2.py3-none-any.whl", hash = "sha256:f742a7dbd0d9cb9ea41e9a24a918996e8170c799fa528688d40dd582c8265f4f"},
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@@ -3250,7 +3275,7 @@ version = "2.19.2"
 description = "Pygments is a syntax highlighting package written in Python."
 optional = false
 python-versions = ">=3.8"
-groups = ["dev"]
+groups = ["lint", "test"]
 files = [
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@@ -3265,7 +3290,7 @@ version = "3.5.4"
 description = "A python implementation of GNU readline."
 optional = false
 python-versions = ">=3.8"
-groups = ["main"]
+groups = ["dev", "prod", "prod-local"]
 markers = "sys_platform == \"win32\""
 files = [
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@@ -3281,7 +3306,7 @@ version = "8.4.2"
 description = "pytest: simple powerful testing with Python"
 optional = false
 python-versions = ">=3.9"
-groups = ["dev"]
+groups = ["test"]
 files = [
     {file = "pytest-8.4.2-py3-none-any.whl", hash = "sha256:872f880de3fc3a5bdc88a11b39c9710c3497a547cfa9320bc3c5e62fbf272e79"},
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@@ -3303,7 +3328,7 @@ version = "2.9.0.post0"
 description = "Extensions to the standard Python datetime module"
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,>=2.7"
-groups = ["main"]
+groups = ["dev", "prod", "prod-local"]
 files = [
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@@ -3318,7 +3343,7 @@ version = "1.1.1"
 description = "Read key-value pairs from a .env file and set them as environment variables"
 optional = false
 python-versions = ">=3.9"
-groups = ["main"]
+groups = ["dev", "prod", "prod-local"]
 files = [
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@@ -3333,7 +3358,7 @@ version = "0.0.20"
 description = "A streaming multipart parser for Python"
 optional = false
 python-versions = ">=3.8"
-groups = ["main"]
+groups = ["dev", "prod", "prod-local"]
 files = [
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@@ -3345,7 +3370,7 @@ version = "6.0.2"
 description = "YAML parser and emitter for Python"
 optional = false
 python-versions = ">=3.8"
-groups = ["main", "dev"]
+groups = ["dev", "lint", "prod", "prod-local"]
 files = [
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@@ -3404,13 +3429,13 @@ files = [
 
 [[package]]
 name = "rag-core-lib"
-version = "v3.4.0"
+version = "3.4.0"
 description = "The rag-core-lib contains the shared components of at least two of the rag libs."
 optional = false
 python-versions = "^3.13"
-groups = ["main"]
+groups = ["dev", "prod", "prod-local"]
 files = []
-develop = false
+develop = true
 
 [package.dependencies]
 deprecated = "^1.2.18"
@@ -3433,14 +3458,14 @@ url = "../../libs/rag-core-lib"
 
 [[package]]
 name = "redis"
-version = "6.2.0"
+version = "6.4.0"
 description = "Python client for Redis database and key-value store"
 optional = false
 python-versions = ">=3.9"
-groups = ["main"]
+groups = ["dev", "prod", "prod-local"]
 files = [
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+    {file = "redis-6.4.0.tar.gz", hash = "sha256:b01bc7282b8444e28ec36b261df5375183bb47a07eb9c603f284e89cbc5ef010"},
 ]
 
 [package.extras]
@@ -3450,106 +3475,99 @@ ocsp = ["cryptography (>=36.0.1)", "pyopenssl (>=20.0.1)", "requests (>=2.31.0)"
 
 [[package]]
 name = "regex"
-version = "2024.11.6"
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 description = "Alternative regular expression module, to replace re."
 optional = false
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-groups = ["main"]
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 ]
 
 [[package]]
@@ -3558,7 +3576,7 @@ version = "2.32.5"
 description = "Python HTTP for Humans."
 optional = false
 python-versions = ">=3.9"
-groups = ["main"]
+groups = ["dev", "prod", "prod-local"]
 files = [
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@@ -3580,7 +3598,7 @@ version = "2.0.0"
 description = "OAuthlib authentication support for Requests."
 optional = false
 python-versions = ">=3.4"
-groups = ["main"]
+groups = ["dev", "prod", "prod-local"]
 files = [
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@@ -3599,7 +3617,7 @@ version = "1.0.0"
 description = "A utility belt for advanced users of python-requests"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
-groups = ["main"]
+groups = ["dev", "prod", "prod-local"]
 files = [
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@@ -3610,14 +3628,14 @@ requests = ">=2.0.1,<3.0.0"
 
 [[package]]
 name = "rich"
-version = "14.0.0"
+version = "14.1.0"
 description = "Render rich text, tables, progress bars, syntax highlighting, markdown and more to the terminal"
 optional = false
 python-versions = ">=3.8.0"
-groups = ["dev"]
+groups = ["lint"]
 files = [
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 ]
 
 [package.dependencies]
@@ -3629,32 +3647,32 @@ jupyter = ["ipywidgets (>=7.5.1,<9)"]
 
 [[package]]
 name = "s3transfer"
-version = "0.13.0"
+version = "0.13.1"
 description = "An Amazon S3 Transfer Manager"
 optional = false
 python-versions = ">=3.9"
-groups = ["main"]
+groups = ["dev", "prod", "prod-local"]
 files = [
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 ]
 
 [package.dependencies]
-botocore = ">=1.37.4,<2.0a.0"
+botocore = ">=1.37.4,<2.0a0"
 
 [package.extras]
-crt = ["botocore[crt] (>=1.37.4,<2.0a.0)"]
+crt = ["botocore[crt] (>=1.37.4,<2.0a0)"]
 
 [[package]]
 name = "setuptools"
-version = "80.9.0"
+version = "80.8.0"
 description = "Easily download, build, install, upgrade, and uninstall Python packages"
 optional = false
 python-versions = ">=3.9"
-groups = ["dev"]
+groups = ["main", "lint"]
 files = [
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 ]
 
 [package.extras]
@@ -3672,7 +3690,7 @@ version = "1.17.0"
 description = "Python 2 and 3 compatibility utilities"
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,>=2.7"
-groups = ["main"]
+groups = ["dev", "prod", "prod-local"]
 files = [
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@@ -3684,7 +3702,7 @@ version = "1.3.1"
 description = "Sniff out which async library your code is running under"
 optional = false
 python-versions = ">=3.7"
-groups = ["main"]
+groups = ["dev", "prod", "prod-local"]
 files = [
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@@ -3696,7 +3714,7 @@ version = "3.0.1"
 description = "This package provides 32 stemmers for 30 languages generated from Snowball algorithms."
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*"
-groups = ["dev"]
+groups = ["lint"]
 files = [
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@@ -3704,69 +3722,69 @@ files = [
 
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@@ -3804,7 +3822,7 @@ version = "0.49.3"
 description = "The little ASGI library that shines."
 optional = false
 python-versions = ">=3.9"
-groups = ["main"]
+groups = ["dev", "prod", "prod-local"]
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 description = "Computer algebra system (CAS) in Python"
 optional = false
 python-versions = ">=3.9"
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 description = "Retry code until it succeeds"
 optional = false
 python-versions = ">=3.9"
-groups = ["main"]
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 python-versions = ">=3.9"
-groups = ["main"]
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@@ -3915,27 +3930,27 @@ blobfile = ["blobfile (>=2)"]
 
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 description = ""
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 python-versions = ">=3.9"
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 ]
 
 [package.dependencies]
@@ -3944,7 +3959,7 @@ huggingface-hub = ">=0.16.4,<1.0"
 [package.extras]
 dev = ["tokenizers[testing]"]
 docs = ["setuptools-rust", "sphinx", "sphinx-rtd-theme"]
-testing = ["black (==22.3)", "datasets", "numpy", "pytest", "requests", "ruff"]
+testing = ["black (==22.3)", "datasets", "numpy", "pytest", "pytest-asyncio", "requests", "ruff"]
 
 [[package]]
 name = "tqdm"
@@ -3952,7 +3967,7 @@ version = "4.67.1"
 description = "Fast, Extensible Progress Meter"
 optional = false
 python-versions = ">=3.7"
-groups = ["main"]
+groups = ["dev", "prod", "prod-local"]
 files = [
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@@ -3970,14 +3985,14 @@ telegram = ["requests"]
 
 [[package]]
 name = "typing-extensions"
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+version = "4.15.0"
 description = "Backported and Experimental Type Hints for Python 3.9+"
 optional = false
 python-versions = ">=3.9"
-groups = ["main"]
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 ]
 
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 description = "Runtime inspection utilities for typing module."
 optional = false
 python-versions = "*"
-groups = ["main"]
+groups = ["dev", "prod", "prod-local"]
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 description = "Runtime typing introspection tools"
 optional = false
 python-versions = ">=3.9"
-groups = ["main"]
+groups = ["dev", "prod", "prod-local"]
 files = [
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 description = "HTTP library with thread-safe connection pooling, file post, and more."
 optional = false
 python-versions = ">=3.9"
-groups = ["main"]
+groups = ["dev", "prod", "prod-local"]
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 description = "Drop-in replacement for Python UUID with bindings in Rust"
 optional = false
 python-versions = ">=3.9"
-groups = ["main"]
+groups = ["dev", "prod", "prod-local"]
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 optional = false
 python-versions = ">=3.9"
-groups = ["main"]
+groups = ["dev", "prod", "prod-local"]
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 description = "Python binding for xxHash"
 optional = false
 python-versions = ">=3.7"
-groups = ["main"]
+groups = ["dev", "prod", "prod-local"]
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 description = "Yet another URL library"
 optional = false
 python-versions = ">=3.9"
-groups = ["main"]
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 optional = false
 python-versions = ">=3.9"
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 optional = false
 python-versions = ">=3.8"
-groups = ["main"]
+groups = ["dev", "prod", "prod-local"]
 files = [
     {file = "zstandard-0.23.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:bf0a05b6059c0528477fba9054d09179beb63744355cab9f38059548fedd46a9"},
     {file = "zstandard-0.23.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:fc9ca1c9718cb3b06634c7c8dec57d24e9438b2aa9a0f02b8bb36bf478538880"},
@@ -4574,4 +4591,4 @@ cffi = ["cffi (>=1.11)"]
 [metadata]
 lock-version = "2.1"
 python-versions = "^3.13"
-content-hash = "646f95f90448142391bec476073036675e7af9aab957b797fe6368fd534bf748"
+content-hash = "3cf38e0aa5b04a6c3781305f0d41556855a3f1f94456716de897aa5a2f351797"
diff --git a/services/admin-backend/pyproject.toml b/services/admin-backend/pyproject.toml
index f926d7a1..e14cdf56 100644
--- a/services/admin-backend/pyproject.toml
+++ b/services/admin-backend/pyproject.toml
@@ -18,8 +18,9 @@ per-file-ignores = """
   ./src/admin_backend/impl/admin_api.py: B008,
   ./src/admin_backend/dependency_container.py: CCE002,CCE001,
   ./src/admin_backend/apis/admin_api_base.py: WOT001,
-  ./tests/*: S101,
+  ./tests/*: S101,D100,D103,D104,
   **/__init__.py: D104,
+  ./main.py: D100,
 """
 
 [tool.black]
@@ -65,13 +66,14 @@ readme = "README.md"
 license = "Apache-2.0"
 repository = "https://github.com/stackitcloud/rag-template"
 
-[tool.poetry.group.dev.dependencies]
-debugpy = "^1.8.14"
+[tool.poetry.group.test.dependencies]
 pytest = "^8.2.1"
+coverage = "^7.8.0"
+
+[tool.poetry.group.lint.dependencies]
 flake8 = "^7.2.0"
 flake8-black = "^0.4.0"
 flake8-pyproject = "^1.2.3"
-coverage = "^7.8.0"
 flake8-quotes = "^3.4.0"
 flake8-return = "^1.2.0"
 flake8-annotations-complexity = "^0.1.0"
@@ -92,10 +94,31 @@ flake8-wot = "^0.2.0"
 flake8-function-order = "^0.0.5"
 flake8-tidy-imports = "^4.10.0"
 
+[tool.poetry.group.dev.dependencies]
+debugpy = "^1.8.14"
+admin-api-lib = {path = "../../libs/admin-api-lib", develop = true}
+rag-core-lib = {path = "../../libs/rag-core-lib", develop = true}
+
 [build-system]
 requires = ["poetry-core"]
 build-backend = "poetry.core.masonry.api"
 
 [tool.poetry.dependencies]
 python = "^3.13"
-admin-api-lib = {path = "../../libs/admin-api-lib", develop = true}
+setuptools = "<80.9"
+
+[tool.poetry.group.prod.dependencies]
+admin-api-lib = "==3.4.0"
+rag-core-lib = "==3.4.0"
+
+[tool.poetry.group.prod-local.dependencies]
+# Use local path for Tilt/development with production Dockerfile
+admin-api-lib = {path = "../../libs/admin-api-lib"}
+rag-core-lib = {path = "../../libs/rag-core-lib"}
+
+# Prefer PyPI, but allow resolving from TestPyPI for internal libs
+[[tool.poetry.source]]
+name = "testpypi"
+url = "https://test.pypi.org/simple/"
+priority = "supplemental"
+
diff --git a/services/document-extractor/Dockerfile b/services/document-extractor/Dockerfile
index 5b51f84b..563dfd16 100644
--- a/services/document-extractor/Dockerfile
+++ b/services/document-extractor/Dockerfile
@@ -1,11 +1,12 @@
 FROM --platform=linux/amd64 python:3.13-bookworm AS build
 
-ARG dev=0
-ENV POETRY_VIRTUALENVS_PATH=/opt/.venv \
-    POETRY_VIRTUALENVS_CREATE=false \
+# Build argument to control which dependency group to install
+ARG DEPENDENCY_GROUP=prod
+ENV POETRY_VIRTUALENVS_PATH=/opt/.venv
+ENV POETRY_VIRTUALENVS_CREATE=false \
     POETRY_VIRTUALENVS_IN_PROJECT=false \
-    VIRTUAL_ENV=/opt/.venv \
-    PATH=/opt/.venv/bin:$PATH \
+    VIRTUAL_ENV=${POETRY_VIRTUALENVS_PATH} \
+    PATH=${POETRY_VIRTUALENVS_PATH}/bin:$PATH \
     POETRY_VERSION=2.1.3
 
 RUN DEBIAN_FRONTEND=noninteractive apt-get update \
@@ -19,30 +20,31 @@ RUN DEBIAN_FRONTEND=noninteractive apt-get update \
     pkg-config && \
     python3 -m venv "${POETRY_VIRTUALENVS_PATH}" \
       && $POETRY_VIRTUALENVS_PATH/bin/pip install "poetry==${POETRY_VERSION}"
-ENV PATH="${POETRY_VIRTUALENVS_PATH}/bin:$PATH"
-
-COPY libs/extractor-api-lib /app/libs/extractor-api-lib
 
 WORKDIR /app/services/document-extractor
 COPY services/document-extractor/pyproject.toml services/document-extractor/poetry.lock ./
 
-RUN mkdir log && chmod 700 log
-RUN touch /app/services/document-extractor/log/logfile.log && chmod 600 /app/services/document-extractor/log/logfile.log
+# Copy the extractor-api-lib dependency (needed for both prod and prod-local)
+COPY libs/extractor-api-lib/pyproject.toml libs/extractor-api-lib/poetry.lock /app/libs/extractor-api-lib/
+COPY libs/extractor-api-lib/README.md /app/libs/extractor-api-lib/README.md
+COPY libs/extractor-api-lib/src /app/libs/extractor-api-lib/src
+
+RUN mkdir -p log && chmod 700 log \
+    && touch /app/services/document-extractor/log/logfile.log && chmod 600 /app/services/document-extractor/log/logfile.log
 
-# Cache bust with dev arg so dev dependencies install when dev=1
-RUN echo "CACHE_BUST_DEV=$dev" && poetry config virtualenvs.create false &&\
-    if [ "$dev" = "1" ]; then \
-        poetry install --no-interaction --no-ansi --no-root --with dev; \
-    else \
-        poetry install --no-interaction --no-ansi --no-root; \
-    fi
+RUN poetry config virtualenvs.create false \
+    && cd /app/services/document-extractor \
+    && poetry install --no-interaction --no-ansi --no-root --with ${DEPENDENCY_GROUP}
 
 FROM --platform=linux/amd64 python:3.13-bookworm
-ARG dev=0
 
 RUN adduser --disabled-password --gecos "" --uid 10001 nonroot
 
 ENV POETRY_VIRTUALENVS_PATH=/opt/.venv
+# Ensure poetry reuses existing virtualenv when running as nonroot
+ENV POETRY_VIRTUALENVS_IN_PROJECT=false \
+    VIRTUAL_ENV=${POETRY_VIRTUALENVS_PATH} \
+    PATH=${POETRY_VIRTUALENVS_PATH}/bin:$PATH
 COPY --from=build  --chown=nonroot:nonroot ${POETRY_VIRTUALENVS_PATH} ${POETRY_VIRTUALENVS_PATH}
 COPY --from=build /usr/local/bin/ /usr/local/bin/
 COPY --from=build /usr/bin/ /usr/bin/
@@ -51,34 +53,28 @@ COPY --from=build /usr/lib/x86_64-linux-gnu/ /usr/lib/x86_64-linux-gnu/
 ENV TESSDATA_PREFIX=/usr/share/tesseract-ocr/5/tessdata
 COPY --from=build /usr/share/tesseract-ocr/5/tessdata ${TESSDATA_PREFIX}
 
+# Copy the library source code to the final stage only for local path dependencies
+ARG DEPENDENCY_GROUP=prod
+COPY --from=build --chown=nonroot:nonroot \
+    /app/libs/extractor-api-lib \
+    /tmp/conditional-libs/extractor-api-lib
 
-
-COPY --chown=nonroot:nonroot libs/extractor-api-lib /app/libs/extractor-api-lib
+# Move libraries to final location only if using prod-local
+RUN if [ "$DEPENDENCY_GROUP" = "prod-local" ]; then \
+        mkdir -p /app/libs && \
+        mv /tmp/conditional-libs/* /app/libs/ && \
+        chown -R nonroot:nonroot /app/libs; \
+    fi && \
+    rm -rf /tmp/conditional-libs
 
 WORKDIR /app/services/document-extractor
 
 COPY --chown=nonroot:nonroot services/document-extractor .
-
-
-# Ensure poetry reuses existing virtualenv when running as nonroot
-ENV POETRY_VIRTUALENVS_CREATE=false \
-    POETRY_VIRTUALENVS_IN_PROJECT=false \
-    VIRTUAL_ENV=/opt/.venv \
-    PATH=/opt/.venv/bin:$PATH
+COPY --from=build --chown=nonroot:nonroot  /app/services/document-extractor/log /app/services/document-extractor/log
 
 # cleanup
-RUN apt-get clean autoclean
-RUN apt-get autoremove --yes
-
-RUN if [ "$dev" = "0" ]; then \
-        while read -r shell; do rm -f "$shell"; done < /etc/shells; \
-        rm -rf /var/lib/{apt,dpkg,cache,log}/ \
-    else \
-        echo "POETRY_VIRTUALENVS_PATH=/opt/.venv" >> /etc/environment;\
-        export POETRY_VIRTUALENVS_PATH=/opt/.venv;\
-        export PATH="${POETRY_VIRTUALENVS_PATH}/bin:$PATH";\
-    fi
-
+RUN apt-get clean autoclean && apt-get autoremove --yes \
+    && while read -r shell; do rm -f "$shell"; done < /etc/shells || true \
+    && rm -rf /var/lib/{apt,dpkg,cache,log}/ || true
 
 USER nonroot
-COPY --from=build --chown=nonroot:nonroot  /app/services/document-extractor/log /app/services/document-extractor/log
diff --git a/services/document-extractor/Dockerfile.dev b/services/document-extractor/Dockerfile.dev
new file mode 100644
index 00000000..a33d8015
--- /dev/null
+++ b/services/document-extractor/Dockerfile.dev
@@ -0,0 +1,44 @@
+FROM --platform=linux/amd64 python:3.13-bookworm
+
+# Dev image for document-extractor
+ENV POETRY_VIRTUALENVS_PATH=/app/services/document-extractor/.venv
+ENV VIRTUAL_ENV="${POETRY_VIRTUALENVS_PATH}"
+ENV POETRY_VERSION=2.1.3
+
+WORKDIR /app
+
+RUN DEBIAN_FRONTEND=noninteractive apt-get update \
+    && DEBIAN_FRONTEND=noninteractive apt-get install -y --no-install-recommends \
+       build-essential make ffmpeg poppler-utils \
+       tesseract-ocr tesseract-ocr-deu tesseract-ocr-eng \
+       libleptonica-dev pkg-config \
+    && python3 -m venv "${POETRY_VIRTUALENVS_PATH}" \
+    && ${POETRY_VIRTUALENVS_PATH}/bin/pip install "poetry==${POETRY_VERSION}" \
+    && rm -rf /var/lib/apt/lists/*
+ENV PATH="${POETRY_VIRTUALENVS_PATH}/bin:$PATH"
+ENV TESSDATA_PREFIX=/usr/share/tesseract-ocr/5/tessdata
+
+# Copy lockfiles first
+COPY services/document-extractor/pyproject.toml services/document-extractor/poetry.lock /app/services/document-extractor/
+COPY libs/extractor-api-lib/pyproject.toml libs/extractor-api-lib/poetry.lock /app/libs/extractor-api-lib/
+
+COPY libs/extractor-api-lib/src ./libs/extractor-api-lib/src
+COPY libs/extractor-api-lib/README.md /app/libs/extractor-api-lib/
+
+# Install third-party deps for service and lib (with dev extras)
+RUN poetry config virtualenvs.create false \
+    && cd /app/services/document-extractor && poetry install --no-interaction --no-ansi --no-root --with dev --without prod
+
+WORKDIR /app/services/document-extractor
+RUN mkdir -p log && chmod 700 log \
+    && touch /app/services/document-extractor/log/logfile.log && chmod 600 /app/services/document-extractor/log/logfile.log
+
+ENV PYTHONPATH="/app/services/document-extractor/src:/app/libs/extractor-api-lib/src"
+
+# Create non-root user
+RUN adduser --disabled-password --gecos "" --uid 10001 nonroot
+
+RUN chown -R nonroot:nonroot /app
+COPY --chown=nonroot:nonroot services/document-extractor /app/services/document-extractor
+
+USER nonroot
diff --git a/services/document-extractor/README.md b/services/document-extractor/README.md
index 2711e2cc..0c10105e 100644
--- a/services/document-extractor/README.md
+++ b/services/document-extractor/README.md
@@ -1,13 +1,15 @@
 # Document Extractor
-The document extractor job is to parse the uploaded documents. It is not exposed by ingress and only for internal use.
+The document extractor parses uploaded documents and remote sources (for example Confluence or sitemaps). It is not exposed by ingress and only for internal use.
 
-The following endpoints are provided by the *documents_extractor*:
-- `/extract`: This endpoint extracts the information from pdf files.
+The following endpoints are provided by the *document-extractor*:
+- `/extract_from_file`: Extracts information from files stored in object storage.
+- `/extract_from_source`: Extracts information from non-file sources such as Confluence or sitemaps.
 
 # Requirements
 All required python libraries can be found in the [pyproject.toml](pyproject.toml) file.
 In addition to python libraries the following system packages are required:
-```
+
+```shell
 build-essential
 make
 ffmpeg
@@ -15,20 +17,30 @@ poppler-utils
 tesseract-ocr
 tesseract-ocr-deu
 tesseract-ocr-eng
+libleptonica-dev
+pkg-config
 ```
 
+The Tesseract data path is set via `TESSDATA_PREFIX=/usr/share/tesseract-ocr/5/tessdata` in both prod and dev images.
+
 # Endpoints
 
-## `/extract`
-The extract endpoint will extract the information from PDF files.
-It requires the path to the file on the connected storage.
-The following types of information will be extracted:
+## `/extract_from_file`
+The file extraction endpoint loads files from the connected storage and extracts information from supported formats (PDF, Office, EPUB, XML, images, etc.).
+The following types of information can be extracted:
 - `TEXT`: plain text
 - `TABLE`: data in tabular form found in the document
+- `IMAGE`: images found in the document (when supported)
+
+## `/extract_from_source`
+The source extraction endpoint loads content from non-file sources (for example Confluence or sitemaps). The extracted information depends on the source and may include:
+- `TEXT`: plain text
+- `TABLE`: data in tabular form found on a page
+- `IMAGE`: images found on a page
+
+For details on supported formats and source-specific parameters (such as sitemap filters or `continue_on_failure`), see the [extractor API lib README](../../libs/extractor-api-lib/README.md).
 
 ## Deployment
 
 A detailed explanation of the deployment can be found in the [project README](../../README.md).
 The *helm-chart* used for the deployment can be found in the [infrastructure directory](../../infrastructure/).
-
-
diff --git a/services/document-extractor/poetry.lock b/services/document-extractor/poetry.lock
index 7028c456..805131ae 100644
--- a/services/document-extractor/poetry.lock
+++ b/services/document-extractor/poetry.lock
@@ -1,4 +1,4 @@
-# This file is automatically @generated by Poetry 2.2.1 and should not be changed by hand.
+# This file is automatically @generated by Poetry 2.3.1 and should not be changed by hand.
 
 [[package]]
 name = "accelerate"
@@ -6,7 +6,7 @@ version = "1.11.0"
 description = "Accelerate"
 optional = false
 python-versions = ">=3.10.0"
-groups = ["main"]
+groups = ["main", "dev", "prod", "prod-local"]
 files = [
     {file = "accelerate-1.11.0-py3-none-any.whl", hash = "sha256:a628fa6beb069b8e549460fc449135d5bd8d73e7a11fd09f0bc9fc4ace7f06f1"},
     {file = "accelerate-1.11.0.tar.gz", hash = "sha256:bb1caf2597b4cd632b917b5000c591d10730bb024a79746f1ee205bba80bd229"},
@@ -39,7 +39,7 @@ version = "25.1.0"
 description = "File support for asyncio."
 optional = false
 python-versions = ">=3.9"
-groups = ["main"]
+groups = ["main", "dev", "prod", "prod-local"]
 files = [
     {file = "aiofiles-25.1.0-py3-none-any.whl", hash = "sha256:abe311e527c862958650f9438e859c1fa7568a141b22abcd015e120e86a85695"},
     {file = "aiofiles-25.1.0.tar.gz", hash = "sha256:a8d728f0a29de45dc521f18f07297428d56992a742f0cd2701ba86e44d23d5b2"},
@@ -51,7 +51,7 @@ version = "2.6.1"
 description = "Happy Eyeballs for asyncio"
 optional = false
 python-versions = ">=3.9"
-groups = ["main"]
+groups = ["main", "dev", "prod", "prod-local"]
 files = [
     {file = "aiohappyeyeballs-2.6.1-py3-none-any.whl", hash = "sha256:f349ba8f4b75cb25c99c5c2d84e997e485204d2902a9597802b0371f09331fb8"},
     {file = "aiohappyeyeballs-2.6.1.tar.gz", hash = "sha256:c3f9d0113123803ccadfdf3f0faa505bc78e6a72d1cc4806cbd719826e943558"},
@@ -63,7 +63,7 @@ version = "3.13.3"
 description = "Async http client/server framework (asyncio)"
 optional = false
 python-versions = ">=3.9"
-groups = ["main"]
+groups = ["main", "dev", "prod", "prod-local"]
 files = [
     {file = "aiohttp-3.13.3-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:d5a372fd5afd301b3a89582817fdcdb6c34124787c70dbcc616f259013e7eef7"},
     {file = "aiohttp-3.13.3-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:147e422fd1223005c22b4fe080f5d93ced44460f5f9c105406b753612b587821"},
@@ -205,7 +205,7 @@ version = "1.4.0"
 description = "aiosignal: a list of registered asynchronous callbacks"
 optional = false
 python-versions = ">=3.9"
-groups = ["main"]
+groups = ["main", "dev", "prod", "prod-local"]
 files = [
     {file = "aiosignal-1.4.0-py3-none-any.whl", hash = "sha256:053243f8b92b990551949e63930a839ff0cf0b0ebbe0597b0f3fb19e1a0fe82e"},
     {file = "aiosignal-1.4.0.tar.gz", hash = "sha256:f47eecd9468083c2029cc99945502cb7708b082c232f9aca65da147157b251c7"},
@@ -220,7 +220,7 @@ version = "0.0.4"
 description = "Document parameters, class attributes, return types, and variables inline, with Annotated."
 optional = false
 python-versions = ">=3.8"
-groups = ["main"]
+groups = ["main", "dev", "prod", "prod-local"]
 files = [
     {file = "annotated_doc-0.0.4-py3-none-any.whl", hash = "sha256:571ac1dc6991c450b25a9c2d84a3705e2ae7a53467b5d111c24fa8baabbed320"},
     {file = "annotated_doc-0.0.4.tar.gz", hash = "sha256:fbcda96e87e9c92ad167c2e53839e57503ecfda18804ea28102353485033faa4"},
@@ -232,7 +232,7 @@ version = "0.7.0"
 description = "Reusable constraint types to use with typing.Annotated"
 optional = false
 python-versions = ">=3.8"
-groups = ["main"]
+groups = ["main", "dev", "prod", "prod-local"]
 files = [
     {file = "annotated_types-0.7.0-py3-none-any.whl", hash = "sha256:1f02e8b43a8fbbc3f3e0d4f0f4bfc8131bcb4eebe8849b8e5c773f3a1c582a53"},
     {file = "annotated_types-0.7.0.tar.gz", hash = "sha256:aff07c09a53a08bc8cfccb9c85b05f1aa9a2a6f23728d790723543408344ce89"},
@@ -244,7 +244,7 @@ version = "4.9.3"
 description = "ANTLR 4.9.3 runtime for Python 3.7"
 optional = false
 python-versions = "*"
-groups = ["main"]
+groups = ["main", "dev", "prod", "prod-local"]
 files = [
     {file = "antlr4-python3-runtime-4.9.3.tar.gz", hash = "sha256:f224469b4168294902bb1efa80a8bf7855f24c99aef99cbefc1bcd3cce77881b"},
 ]
@@ -255,7 +255,7 @@ version = "4.11.0"
 description = "High-level concurrency and networking framework on top of asyncio or Trio"
 optional = false
 python-versions = ">=3.9"
-groups = ["main", "tests"]
+groups = ["main", "dev", "prod", "prod-local", "test"]
 files = [
     {file = "anyio-4.11.0-py3-none-any.whl", hash = "sha256:0287e96f4d26d4149305414d4e3bc32f0dcd0862365a4bddea19d7a1ec38c4fc"},
     {file = "anyio-4.11.0.tar.gz", hash = "sha256:82a8d0b81e318cc5ce71a5f1f8b5c4e63619620b63141ef8c995fa0db95a57c4"},
@@ -274,7 +274,7 @@ version = "0.8.1"
 description = "Read/rewrite/write Python ASTs"
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,>=2.7"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "astor-0.8.1-py2.py3-none-any.whl", hash = "sha256:070a54e890cefb5b3739d19f30f5a5ec840ffc9c50ffa7d23cc9fc1a38ebbfc5"},
     {file = "astor-0.8.1.tar.gz", hash = "sha256:6a6effda93f4e1ce9f618779b2dd1d9d84f1e32812c23a29b3fff6fd7f63fa5e"},
@@ -286,7 +286,7 @@ version = "3.0.0"
 description = "Pretty print the output of python stdlib `ast.parse`."
 optional = false
 python-versions = ">=3.8"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "astpretty-3.0.0-py2.py3-none-any.whl", hash = "sha256:15bfd47593667169485a1fa7938b8de9445b11057d6f2b6e214b2f70667f94b6"},
     {file = "astpretty-3.0.0.tar.gz", hash = "sha256:b08c95f32e5994454ea99882ff3c4a0afc8254c38998a0ed4b479dba448dc581"},
@@ -298,7 +298,7 @@ version = "4.0.7"
 description = "Python Atlassian REST API Wrapper"
 optional = false
 python-versions = "*"
-groups = ["main"]
+groups = ["main", "dev", "prod", "prod-local"]
 files = [
     {file = "atlassian_python_api-4.0.7-py3-none-any.whl", hash = "sha256:46a70cb29eaab87c0a1697fccd3e25df1aa477e6aa4fb9ba936a9d46b425933c"},
     {file = "atlassian_python_api-4.0.7.tar.gz", hash = "sha256:8d9cc6068b1d2a48eb434e22e57f6bbd918a47fac9e46b95b7a3cefb00fceacb"},
@@ -322,7 +322,7 @@ version = "25.4.0"
 description = "Classes Without Boilerplate"
 optional = false
 python-versions = ">=3.9"
-groups = ["main", "dev"]
+groups = ["main", "dev", "lint", "prod", "prod-local"]
 files = [
     {file = "attrs-25.4.0-py3-none-any.whl", hash = "sha256:adcf7e2a1fb3b36ac48d97835bb6d8ade15b8dcce26aba8bf1d14847b57a3373"},
     {file = "attrs-25.4.0.tar.gz", hash = "sha256:16d5969b87f0859ef33a48b35d55ac1be6e42ae49d5e853b597db70c35c57e11"},
@@ -334,7 +334,7 @@ version = "0.2.2"
 description = "LTS Port of Python audioop"
 optional = false
 python-versions = ">=3.13"
-groups = ["main"]
+groups = ["main", "dev", "prod", "prod-local"]
 files = [
     {file = "audioop_lts-0.2.2-cp313-abi3-macosx_10_13_universal2.whl", hash = "sha256:fd3d4602dc64914d462924a08c1a9816435a2155d74f325853c1f1ac3b2d9800"},
     {file = "audioop_lts-0.2.2-cp313-abi3-macosx_10_13_x86_64.whl", hash = "sha256:550c114a8df0aafe9a05442a1162dfc8fec37e9af1d625ae6060fed6e756f303"},
@@ -393,7 +393,7 @@ version = "1.0.2"
 description = "Microsoft Azure AI Document Intelligence Client Library for Python"
 optional = false
 python-versions = ">=3.8"
-groups = ["main"]
+groups = ["main", "dev", "prod", "prod-local"]
 files = [
     {file = "azure_ai_documentintelligence-1.0.2-py3-none-any.whl", hash = "sha256:e1fb446abbdeccc9759d897898a0fe13141ed29f9ad11fc705f951925822ed59"},
     {file = "azure_ai_documentintelligence-1.0.2.tar.gz", hash = "sha256:4d75a2513f2839365ebabc0e0e1772f5601b3a8c9a71e75da12440da13b63484"},
@@ -410,7 +410,7 @@ version = "1.36.0"
 description = "Microsoft Azure Core Library for Python"
 optional = false
 python-versions = ">=3.9"
-groups = ["main"]
+groups = ["main", "dev", "prod", "prod-local"]
 files = [
     {file = "azure_core-1.36.0-py3-none-any.whl", hash = "sha256:fee9923a3a753e94a259563429f3644aaf05c486d45b1215d098115102d91d3b"},
     {file = "azure_core-1.36.0.tar.gz", hash = "sha256:22e5605e6d0bf1d229726af56d9e92bc37b6e726b141a18be0b4d424131741b7"},
@@ -430,7 +430,7 @@ version = "1.25.1"
 description = "Microsoft Azure Identity Library for Python"
 optional = false
 python-versions = ">=3.9"
-groups = ["main"]
+groups = ["main", "dev", "prod", "prod-local"]
 files = [
     {file = "azure_identity-1.25.1-py3-none-any.whl", hash = "sha256:e9edd720af03dff020223cd269fa3a61e8f345ea75443858273bcb44844ab651"},
     {file = "azure_identity-1.25.1.tar.gz", hash = "sha256:87ca8328883de6036443e1c37b40e8dc8fb74898240f61071e09d2e369361456"},
@@ -449,7 +449,7 @@ version = "2.2.1"
 description = "Function decoration for backoff and retry"
 optional = false
 python-versions = ">=3.7,<4.0"
-groups = ["main"]
+groups = ["main", "dev", "prod", "prod-local"]
 files = [
     {file = "backoff-2.2.1-py3-none-any.whl", hash = "sha256:63579f9a0628e06278f7e47b7d7d5b6ce20dc65c5e96a6f3ca99a6adca0396e8"},
     {file = "backoff-2.2.1.tar.gz", hash = "sha256:03f829f5bb1923180821643f8753b0502c3b682293992485b0eef2807afa5cba"},
@@ -461,7 +461,7 @@ version = "1.8.6"
 description = "Security oriented static analyser for python code."
 optional = false
 python-versions = ">=3.9"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "bandit-1.8.6-py3-none-any.whl", hash = "sha256:3348e934d736fcdb68b6aa4030487097e23a501adf3e7827b63658df464dddd0"},
     {file = "bandit-1.8.6.tar.gz", hash = "sha256:dbfe9c25fc6961c2078593de55fd19f2559f9e45b99f1272341f5b95dea4e56b"},
@@ -486,7 +486,7 @@ version = "4.14.2"
 description = "Screen-scraping library"
 optional = false
 python-versions = ">=3.7.0"
-groups = ["main"]
+groups = ["main", "dev", "prod", "prod-local"]
 files = [
     {file = "beautifulsoup4-4.14.2-py3-none-any.whl", hash = "sha256:5ef6fa3a8cbece8488d66985560f97ed091e22bbc4e9c2338508a9d5de6d4515"},
     {file = "beautifulsoup4-4.14.2.tar.gz", hash = "sha256:2a98ab9f944a11acee9cc848508ec28d9228abfd522ef0fad6a02a72e0ded69e"},
@@ -509,7 +509,7 @@ version = "25.11.0"
 description = "The uncompromising code formatter."
 optional = false
 python-versions = ">=3.9"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "black-25.11.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:ec311e22458eec32a807f029b2646f661e6859c3f61bc6d9ffb67958779f392e"},
     {file = "black-25.11.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:1032639c90208c15711334d681de2e24821af0575573db2810b0763bcd62e0f0"},
@@ -559,7 +559,7 @@ version = "1.40.74"
 description = "The AWS SDK for Python"
 optional = false
 python-versions = ">=3.9"
-groups = ["main"]
+groups = ["main", "dev", "prod", "prod-local"]
 files = [
     {file = "boto3-1.40.74-py3-none-any.whl", hash = "sha256:41fc8844b37ae27b24bcabf8369769df246cc12c09453988d0696ad06d6aa9ef"},
     {file = "boto3-1.40.74.tar.gz", hash = "sha256:484e46bf394b03a7c31b34f90945ebe1390cb1e2ac61980d128a9079beac87d4"},
@@ -579,7 +579,7 @@ version = "1.40.74"
 description = "Low-level, data-driven core of boto 3."
 optional = false
 python-versions = ">=3.9"
-groups = ["main"]
+groups = ["main", "dev", "prod", "prod-local"]
 files = [
     {file = "botocore-1.40.74-py3-none-any.whl", hash = "sha256:f39f5763e35e75f0bd91212b7b36120b1536203e8003cd952ef527db79702b15"},
     {file = "botocore-1.40.74.tar.gz", hash = "sha256:57de0b9ffeada06015b3c7e5186c77d0692b210d9e5efa294f3214df97e2f8ee"},
@@ -599,7 +599,7 @@ version = "1.0.9"
 description = "PDF Table Extraction for Humans."
 optional = false
 python-versions = ">=3.8"
-groups = ["main"]
+groups = ["main", "dev", "prod", "prod-local"]
 files = [
     {file = "camelot_py-1.0.9-py3-none-any.whl", hash = "sha256:f4c78dc5eef879040219ee9cb8b0caeab6b95d52128eec96f6e0ae94fdd910fb"},
     {file = "camelot_py-1.0.9.tar.gz", hash = "sha256:d43d88766f7c3462803ff11464e7d3d15a9223e845972de2b61ef7c3f62d3200"},
@@ -629,7 +629,7 @@ version = "2025.11.12"
 description = "Python package for providing Mozilla's CA Bundle."
 optional = false
 python-versions = ">=3.7"
-groups = ["main", "tests"]
+groups = ["main", "dev", "prod", "prod-local", "test"]
 files = [
     {file = "certifi-2025.11.12-py3-none-any.whl", hash = "sha256:97de8790030bbd5c2d96b7ec782fc2f7820ef8dba6db909ccf95449f2d062d4b"},
     {file = "certifi-2025.11.12.tar.gz", hash = "sha256:d8ab5478f2ecd78af242878415affce761ca6bc54a22a27e026d7c25357c3316"},
@@ -641,7 +641,7 @@ version = "2.0.0"
 description = "Foreign Function Interface for Python calling C code."
 optional = false
 python-versions = ">=3.9"
-groups = ["main"]
+groups = ["main", "dev", "prod", "prod-local"]
 markers = "platform_python_implementation != \"PyPy\""
 files = [
     {file = "cffi-2.0.0-cp310-cp310-macosx_10_13_x86_64.whl", hash = "sha256:0cf2d91ecc3fcc0625c2c530fe004f82c110405f101548512cce44322fa8ac44"},
@@ -739,7 +739,7 @@ version = "5.2.0"
 description = "Universal encoding detector for Python 3"
 optional = false
 python-versions = ">=3.7"
-groups = ["main"]
+groups = ["main", "dev", "prod", "prod-local"]
 files = [
     {file = "chardet-5.2.0-py3-none-any.whl", hash = "sha256:e1cf59446890a00105fe7b7912492ea04b6e6f06d4b742b2c788469e34c82970"},
     {file = "chardet-5.2.0.tar.gz", hash = "sha256:1b3b6ff479a8c414bc3fa2c0852995695c4a026dcd6d0633b2dd092ca39c1cf7"},
@@ -751,7 +751,7 @@ version = "3.4.4"
 description = "The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet."
 optional = false
 python-versions = ">=3.7"
-groups = ["main"]
+groups = ["main", "dev", "prod", "prod-local"]
 files = [
     {file = "charset_normalizer-3.4.4-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:e824f1492727fa856dd6eda4f7cee25f8518a12f3c4a56a74e8095695089cf6d"},
     {file = "charset_normalizer-3.4.4-cp310-cp310-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:4bd5d4137d500351a30687c2d3971758aac9a19208fc110ccb9d7188fbe709e8"},
@@ -874,7 +874,7 @@ version = "8.3.1"
 description = "Composable command line interface toolkit"
 optional = false
 python-versions = ">=3.10"
-groups = ["main", "dev"]
+groups = ["main", "dev", "lint", "prod", "prod-local"]
 files = [
     {file = "click-8.3.1-py3-none-any.whl", hash = "sha256:981153a64e25f12d547d3426c367a4857371575ee7ad18df2a6183ab0545b2a6"},
     {file = "click-8.3.1.tar.gz", hash = "sha256:12ff4785d337a1bb490bb7e9c2b1ee5da3112e94a8622f26a6c77f5d2fc6842a"},
@@ -889,7 +889,7 @@ version = "0.1.4"
 description = "Create data objects"
 optional = false
 python-versions = ">=3.5"
-groups = ["main"]
+groups = ["main", "dev", "prod", "prod-local"]
 files = [
     {file = "cobble-0.1.4-py3-none-any.whl", hash = "sha256:36c91b1655e599fd428e2b95fdd5f0da1ca2e9f1abb0bc871dec21a0e78a2b44"},
     {file = "cobble-0.1.4.tar.gz", hash = "sha256:de38be1539992c8a06e569630717c485a5f91be2192c461ea2b220607dfa78aa"},
@@ -901,12 +901,12 @@ version = "0.4.6"
 description = "Cross-platform colored terminal text."
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,>=2.7"
-groups = ["main", "dev"]
+groups = ["main", "dev", "lint", "prod", "prod-local", "test"]
 files = [
     {file = "colorama-0.4.6-py2.py3-none-any.whl", hash = "sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6"},
     {file = "colorama-0.4.6.tar.gz", hash = "sha256:08695f5cb7ed6e0531a20572697297273c47b8cae5a63ffc6d6ed5c201be6e44"},
 ]
-markers = {main = "sys_platform == \"win32\" or platform_system == \"Windows\"", dev = "platform_system == \"Windows\" or sys_platform == \"win32\""}
+markers = {main = "sys_platform == \"win32\" or platform_system == \"Windows\"", dev = "sys_platform == \"win32\" or platform_system == \"Windows\"", lint = "platform_system == \"Windows\"", prod = "sys_platform == \"win32\" or platform_system == \"Windows\"", prod-local = "sys_platform == \"win32\" or platform_system == \"Windows\"", test = "sys_platform == \"win32\""}
 
 [[package]]
 name = "coloredlogs"
@@ -914,7 +914,7 @@ version = "15.0.1"
 description = "Colored terminal output for Python's logging module"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
-groups = ["main"]
+groups = ["main", "dev", "prod", "prod-local"]
 files = [
     {file = "coloredlogs-15.0.1-py2.py3-none-any.whl", hash = "sha256:612ee75c546f53e92e70049c9dbfcc18c935a2b9a53b66085ce9ef6a6e5c0934"},
     {file = "coloredlogs-15.0.1.tar.gz", hash = "sha256:7c991aa71a4577af2f82600d8f8f3a89f936baeaf9b50a9c197da014e5bf16b0"},
@@ -932,7 +932,7 @@ version = "6.10.1"
 description = "Add colours to the output of Python's logging module."
 optional = false
 python-versions = ">=3.6"
-groups = ["main"]
+groups = ["main", "dev", "prod", "prod-local"]
 files = [
     {file = "colorlog-6.10.1-py3-none-any.whl", hash = "sha256:2d7e8348291948af66122cff006c9f8da6255d224e7cf8e37d8de2df3bad8c9c"},
     {file = "colorlog-6.10.1.tar.gz", hash = "sha256:eb4ae5cb65fe7fec7773c2306061a8e63e02efc2c72eba9d27b0fa23c94f1321"},
@@ -950,7 +950,7 @@ version = "7.11.3"
 description = "Code coverage measurement for Python"
 optional = false
 python-versions = ">=3.10"
-groups = ["dev"]
+groups = ["test"]
 files = [
     {file = "coverage-7.11.3-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:0c986537abca9b064510f3fd104ba33e98d3036608c7f2f5537f869bc10e1ee5"},
     {file = "coverage-7.11.3-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:28c5251b3ab1d23e66f1130ca0c419747edfbcb4690de19467cd616861507af7"},
@@ -1055,7 +1055,7 @@ version = "46.0.3"
 description = "cryptography is a package which provides cryptographic recipes and primitives to Python developers."
 optional = false
 python-versions = "!=3.9.0,!=3.9.1,>=3.8"
-groups = ["main"]
+groups = ["main", "dev", "prod", "prod-local"]
 files = [
     {file = "cryptography-46.0.3-cp311-abi3-macosx_10_9_universal2.whl", hash = "sha256:109d4ddfadf17e8e7779c39f9b18111a09efb969a301a31e987416a0191ed93a"},
     {file = "cryptography-46.0.3-cp311-abi3-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:09859af8466b69bc3c27bdf4f5d84a665e0f7ab5088412e9e2ec49758eca5cbc"},
@@ -1132,7 +1132,7 @@ version = "0.6.7"
 description = "Easily serialize dataclasses to and from JSON."
 optional = false
 python-versions = "<4.0,>=3.7"
-groups = ["main"]
+groups = ["main", "dev", "prod", "prod-local"]
 files = [
     {file = "dataclasses_json-0.6.7-py3-none-any.whl", hash = "sha256:0dbf33f26c8d5305befd61b39d2b3414e8a407bedc2834dea9b8d642666fb40a"},
     {file = "dataclasses_json-0.6.7.tar.gz", hash = "sha256:b6b3e528266ea45b9535223bc53ca645f5208833c29229e847b3f26a1cc55fc0"},
@@ -1148,7 +1148,7 @@ version = "3.6.0"
 description = "HuggingFace community-driven open-source library of datasets"
 optional = false
 python-versions = ">=3.9.0"
-groups = ["main"]
+groups = ["main", "dev", "prod", "prod-local"]
 files = [
     {file = "datasets-3.6.0-py3-none-any.whl", hash = "sha256:25000c4a2c0873a710df127d08a202a06eab7bf42441a6bc278b499c2f72cd1b"},
     {file = "datasets-3.6.0.tar.gz", hash = "sha256:1b2bf43b19776e2787e181cfd329cb0ca1a358ea014780c3581e0f276375e041"},
@@ -1191,7 +1191,7 @@ version = "1.8.17"
 description = "An implementation of the Debug Adapter Protocol for Python"
 optional = false
 python-versions = ">=3.8"
-groups = ["main"]
+groups = ["dev"]
 files = [
     {file = "debugpy-1.8.17-cp310-cp310-macosx_15_0_x86_64.whl", hash = "sha256:c41d2ce8bbaddcc0009cc73f65318eedfa3dbc88a8298081deb05389f1ab5542"},
     {file = "debugpy-1.8.17-cp310-cp310-manylinux_2_34_x86_64.whl", hash = "sha256:1440fd514e1b815edd5861ca394786f90eb24960eb26d6f7200994333b1d79e3"},
@@ -1231,7 +1231,7 @@ version = "0.7.1"
 description = "XML bomb protection for Python stdlib modules"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
-groups = ["main"]
+groups = ["main", "dev", "prod", "prod-local"]
 files = [
     {file = "defusedxml-0.7.1-py2.py3-none-any.whl", hash = "sha256:a352e7e428770286cc899e2542b6cdaedb2b4953ff269a210103ec58f6198a61"},
     {file = "defusedxml-0.7.1.tar.gz", hash = "sha256:1bb3032db185915b62d7c6209c5a8792be6a32ab2fedacc84e01b52c51aa3e69"},
@@ -1243,7 +1243,7 @@ version = "4.48.2"
 description = "Dependency injection framework for Python"
 optional = false
 python-versions = ">=3.8"
-groups = ["main"]
+groups = ["main", "dev", "prod", "prod-local"]
 files = [
     {file = "dependency_injector-4.48.2-cp310-abi3-macosx_11_0_arm64.whl", hash = "sha256:54d0178be10f17b768afb5c0ed1c5c565abaa2d097b2bc5a529a31c580613df2"},
     {file = "dependency_injector-4.48.2-cp310-abi3-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:12a15979fd534b728b3061c8aa52fd55adb77574758817daae9df8a1c2eb830b"},
@@ -1290,7 +1290,7 @@ version = "1.3.1"
 description = "Python @deprecated decorator to deprecate old python classes, functions or methods."
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,>=2.7"
-groups = ["main"]
+groups = ["main", "dev", "prod", "prod-local"]
 files = [
     {file = "deprecated-1.3.1-py2.py3-none-any.whl", hash = "sha256:597bfef186b6f60181535a29fbe44865ce137a5079f295b479886c82729d5f3f"},
     {file = "deprecated-1.3.1.tar.gz", hash = "sha256:b1b50e0ff0c1fddaa5708a2c6b0a6588bb09b892825ab2b214ac9ea9d92a5223"},
@@ -1308,7 +1308,7 @@ version = "0.3.8"
 description = "serialize all of Python"
 optional = false
 python-versions = ">=3.8"
-groups = ["main"]
+groups = ["main", "dev", "prod", "prod-local"]
 files = [
     {file = "dill-0.3.8-py3-none-any.whl", hash = "sha256:c36ca9ffb54365bdd2f8eb3eff7d2a21237f8452b57ace88b1ac615b7e815bd7"},
     {file = "dill-0.3.8.tar.gz", hash = "sha256:3ebe3c479ad625c4553aca177444d89b486b1d84982eeacded644afc0cf797ca"},
@@ -1324,7 +1324,7 @@ version = "2.61.2"
 description = "SDK and CLI for parsing PDF, DOCX, HTML, and more, to a unified document representation for powering downstream workflows such as gen AI applications."
 optional = false
 python-versions = "<4.0,>=3.9"
-groups = ["main"]
+groups = ["main", "dev", "prod", "prod-local"]
 files = [
     {file = "docling-2.61.2-py3-none-any.whl", hash = "sha256:84727e3e649b9c8322d23f81410a5f37e64c20c66dd97580ab6d2fd66fec5bca"},
     {file = "docling-2.61.2.tar.gz", hash = "sha256:6c1eedfa5b9ca363c2e4648e4d35e9baefffdaf6382099ec77b3d8ba100269b6"},
@@ -1374,7 +1374,7 @@ version = "2.51.1"
 description = "A python library to define and validate data types in Docling."
 optional = false
 python-versions = "<4.0,>=3.9"
-groups = ["main"]
+groups = ["main", "dev", "prod", "prod-local"]
 files = [
     {file = "docling_core-2.51.1-py3-none-any.whl", hash = "sha256:76ca2b4c5c1d33475583671fe584b390e769152cac48d1fb24bf5a7457864a66"},
     {file = "docling_core-2.51.1.tar.gz", hash = "sha256:f5b0d8ead535c8451f67f9545af007f5bebfda72744a8e90af6e83fb6a483a99"},
@@ -1410,7 +1410,7 @@ version = "3.10.2"
 description = "This package contains the AI models used by the Docling PDF conversion package"
 optional = false
 python-versions = "<4.0,>=3.9"
-groups = ["main"]
+groups = ["main", "dev", "prod", "prod-local"]
 files = [
     {file = "docling_ibm_models-3.10.2-py3-none-any.whl", hash = "sha256:b2ac6fbd9fb0729320ae4970891b96684a2375841b9ba2c316d2389f8b8ef796"},
     {file = "docling_ibm_models-3.10.2.tar.gz", hash = "sha256:977591cb57f7b442af000614bbdb5cafce9973b2edff6d0b4c3cfafb638ed335"},
@@ -1441,7 +1441,7 @@ version = "4.7.1"
 description = "Simple package to extract text with coordinates from programmatic PDFs"
 optional = false
 python-versions = ">=3.9"
-groups = ["main"]
+groups = ["main", "dev", "prod", "prod-local"]
 files = [
     {file = "docling_parse-4.7.1-cp310-cp310-macosx_13_0_x86_64.whl", hash = "sha256:a0ddff93a3485d7248c2e3b850959c41e8781eb812a73e7bba470bbaf4dde7bf"},
     {file = "docling_parse-4.7.1-cp310-cp310-macosx_14_0_arm64.whl", hash = "sha256:788465f224b24c9375c67682db57b3e1413ffe2d37561d5d5b972d424c62bc27"},
@@ -1494,7 +1494,7 @@ version = "0.9"
 description = "A pure python-based utility to extract text and images from docx files."
 optional = false
 python-versions = "*"
-groups = ["main"]
+groups = ["main", "dev", "prod", "prod-local"]
 files = [
     {file = "docx2txt-0.9-py3-none-any.whl", hash = "sha256:e3718c0653fd6f2fcf4b51b02a61452ad1c38a4c163bcf0a6fd9486cd38f529a"},
     {file = "docx2txt-0.9.tar.gz", hash = "sha256:18013f6229b14909028b19aa7bf4f8f3d6e4632d7b089ab29f7f0a4d1f660e28"},
@@ -1506,7 +1506,7 @@ version = "2.15.0"
 description = "Emoji for Python"
 optional = false
 python-versions = ">=3.8"
-groups = ["main"]
+groups = ["main", "dev", "prod", "prod-local"]
 files = [
     {file = "emoji-2.15.0-py3-none-any.whl", hash = "sha256:205296793d66a89d88af4688fa57fd6496732eb48917a87175a023c8138995eb"},
     {file = "emoji-2.15.0.tar.gz", hash = "sha256:eae4ab7d86456a70a00a985125a03263a5eac54cd55e51d7e184b1ed3b6757e4"},
@@ -1521,7 +1521,7 @@ version = "2.3.0"
 description = "Removes commented-out code."
 optional = false
 python-versions = "*"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "eradicate-2.3.0-py3-none-any.whl", hash = "sha256:2b29b3dd27171f209e4ddd8204b70c02f0682ae95eecb353f10e8d72b149c63e"},
     {file = "eradicate-2.3.0.tar.gz", hash = "sha256:06df115be3b87d0fc1c483db22a2ebb12bcf40585722810d809cc770f5031c37"},
@@ -1533,7 +1533,7 @@ version = "2.0.0"
 description = "An implementation of lxml.xmlfile for the standard library"
 optional = false
 python-versions = ">=3.8"
-groups = ["main"]
+groups = ["main", "dev", "prod", "prod-local"]
 files = [
     {file = "et_xmlfile-2.0.0-py3-none-any.whl", hash = "sha256:7a91720bc756843502c3b7504c77b8fe44217c85c537d85037f0f536151b2caa"},
     {file = "et_xmlfile-2.0.0.tar.gz", hash = "sha256:dab3f4764309081ce75662649be815c4c9081e88f0837825f90fd28317d4da54"},
@@ -1541,11 +1541,11 @@ files = [
 
 [[package]]
 name = "extractor-api-lib"
-version = "v3.4.0"
+version = "3.4.0"
 description = "Extracts the content of documents, websites, etc and maps it to a common format."
 optional = false
 python-versions = ">=3.13,<3.14"
-groups = ["main"]
+groups = ["main", "dev", "prod", "prod-local"]
 files = []
 develop = true
 
@@ -1555,7 +1555,6 @@ boto3 = "^1.38.10"
 botocore = "^1.38.10"
 camelot-py = {version = "^1.0.0", extras = ["cv"]}
 datasets = "^3.5.1"
-debugpy = "^1.8.14"
 dependency-injector = "^4.46.0"
 docling = "2.61.2"
 docx2txt = "^0.9"
@@ -1586,8 +1585,8 @@ requests-oauthlib = "^2.0.0"
 starlette = ">=0.49.1"
 tabulate = "^0.9.0"
 tesserocr = "^2.9.1"
-torch = "^2.9.0+cpu"
-torchvision = "^0.24.1+cpu"
+torch = "^2.9.0"
+torchvision = "^0.24.1"
 transformers = ">=4.53.3,<5.0.0"
 unstructured = {version = "0.18.15", extras = ["docx", "pptx"]}
 uvicorn = "^0.37.0"
@@ -1603,7 +1602,7 @@ version = "2.2.0"
 description = "Up-to-date simple useragent faker with real world database"
 optional = false
 python-versions = ">=3.9"
-groups = ["main"]
+groups = ["main", "dev", "prod", "prod-local"]
 files = [
     {file = "fake_useragent-2.2.0-py3-none-any.whl", hash = "sha256:67f35ca4d847b0d298187443aaf020413746e56acd985a611908c73dba2daa24"},
     {file = "fake_useragent-2.2.0.tar.gz", hash = "sha256:4e6ab6571e40cc086d788523cf9e018f618d07f9050f822ff409a4dfe17c16b2"},
@@ -1615,7 +1614,7 @@ version = "38.0.0"
 description = "Faker is a Python package that generates fake data for you."
 optional = false
 python-versions = ">=3.10"
-groups = ["main"]
+groups = ["main", "dev", "prod", "prod-local"]
 files = [
     {file = "faker-38.0.0-py3-none-any.whl", hash = "sha256:ad4ea6fbfaac2a75d92943e6a79c81f38ecff92378f6541dea9a677ec789a5b2"},
     {file = "faker-38.0.0.tar.gz", hash = "sha256:797aa03fa86982dfb6206918acc10ebf3655bdaa89ddfd3e668d7cc69537331a"},
@@ -1630,7 +1629,7 @@ version = "0.121.2"
 description = "FastAPI framework, high performance, easy to learn, fast to code, ready for production"
 optional = false
 python-versions = ">=3.8"
-groups = ["main"]
+groups = ["main", "dev", "prod", "prod-local"]
 files = [
     {file = "fastapi-0.121.2-py3-none-any.whl", hash = "sha256:f2d80b49a86a846b70cc3a03eb5ea6ad2939298bf6a7fe377aa9cd3dd079d358"},
     {file = "fastapi-0.121.2.tar.gz", hash = "sha256:ca8e932b2b823ec1721c641e3669472c855ad9564a2854c9899d904c2848b8b9"},
@@ -1653,7 +1652,7 @@ version = "0.9.3"
 description = "fasttext Python bindings"
 optional = false
 python-versions = "*"
-groups = ["main"]
+groups = ["main", "dev", "prod", "prod-local"]
 files = [
     {file = "fasttext-0.9.3-cp39-cp39-macosx_14_0_arm64.whl", hash = "sha256:8b39f3ac5df43873648ea400cb75d4f7f9455730ac5105490b23b70f14e03ea7"},
     {file = "fasttext-0.9.3.tar.gz", hash = "sha256:eb03f2ef6340c6ac9e4398a30026f05471da99381b307aafe2f56e4cd26baaef"},
@@ -1670,7 +1669,7 @@ version = "3.20.0"
 description = "A platform independent file lock."
 optional = false
 python-versions = ">=3.10"
-groups = ["main"]
+groups = ["main", "dev", "prod", "prod-local"]
 files = [
     {file = "filelock-3.20.0-py3-none-any.whl", hash = "sha256:339b4732ffda5cd79b13f4e2711a31b0365ce445d95d243bb996273d072546a2"},
     {file = "filelock-3.20.0.tar.gz", hash = "sha256:711e943b4ec6be42e1d4e6690b48dc175c822967466bb31c0c293f34334c13f4"},
@@ -1682,7 +1681,7 @@ version = "1.2.0"
 description = "Infer file type and MIME type of any file/buffer. No external dependencies."
 optional = false
 python-versions = "*"
-groups = ["main"]
+groups = ["main", "dev", "prod", "prod-local"]
 files = [
     {file = "filetype-1.2.0-py2.py3-none-any.whl", hash = "sha256:7ce71b6880181241cf7ac8697a2f1eb6a8bd9b429f7ad6d27b8db9ba5f1c2d25"},
     {file = "filetype-1.2.0.tar.gz", hash = "sha256:66b56cd6474bf41d8c54660347d37afcc3f7d1970648de365c102ef77548aadb"},
@@ -1694,7 +1693,7 @@ version = "7.3.0"
 description = "the modular source code checker: pep8 pyflakes and co"
 optional = false
 python-versions = ">=3.9"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "flake8-7.3.0-py2.py3-none-any.whl", hash = "sha256:b9696257b9ce8beb888cdbe31cf885c90d31928fe202be0889a7cdafad32f01e"},
     {file = "flake8-7.3.0.tar.gz", hash = "sha256:fe044858146b9fc69b551a4b490d69cf960fcb78ad1edcb84e7fbb1b4a8e3872"},
@@ -1711,7 +1710,7 @@ version = "0.1.0"
 description = "A flake8 extension that checks for type annotations complexity"
 optional = false
 python-versions = ">=3.9"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "flake8_annotations_complexity-0.1.0-py3-none-any.whl", hash = "sha256:102d75f5ba0c667cde9c563062f4e7c616ca84bf5bfdc9c1f960a2655133ce35"},
     {file = "flake8_annotations_complexity-0.1.0.tar.gz", hash = "sha256:98b86ef87de5331d2b61f3cf472dcf6b8ff1a5ddde46f78bc894b464f06e1414"},
@@ -1726,7 +1725,7 @@ version = "4.1.1"
 description = "Automated security testing with bandit and flake8."
 optional = false
 python-versions = ">=3.6"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "flake8_bandit-4.1.1-py3-none-any.whl", hash = "sha256:4c8a53eb48f23d4ef1e59293657181a3c989d0077c9952717e98a0eace43e06d"},
     {file = "flake8_bandit-4.1.1.tar.gz", hash = "sha256:068e09287189cbfd7f986e92605adea2067630b75380c6b5733dab7d87f9a84e"},
@@ -1742,7 +1741,7 @@ version = "0.4.0"
 description = "flake8 plugin to call black as a code style validator"
 optional = false
 python-versions = ">=3.9"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "flake8_black-0.4.0-py3-none-any.whl", hash = "sha256:288762d0c9ea065782d87eeecbcc20c69079d17fe1d0f0445f0eb0b0ffb80c39"},
     {file = "flake8_black-0.4.0.tar.gz", hash = "sha256:bf226868f695dee48d55ff6d7747e900709bfd6f605b7a378c70e711e3fc26cb"},
@@ -1761,7 +1760,7 @@ version = "24.12.12"
 description = "A plugin for flake8 finding likely bugs and design problems in your program. Contains warnings that don't belong in pyflakes and pycodestyle."
 optional = false
 python-versions = ">=3.8.1"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "flake8_bugbear-24.12.12-py3-none-any.whl", hash = "sha256:1b6967436f65ca22a42e5373aaa6f2d87966ade9aa38d4baf2a1be550767545e"},
     {file = "flake8_bugbear-24.12.12.tar.gz", hash = "sha256:46273cef0a6b6ff48ca2d69e472f41420a42a46e24b2a8972e4f0d6733d12a64"},
@@ -1780,7 +1779,7 @@ version = "2.5.0"
 description = "Check for python builtins being used as variables or parameters"
 optional = false
 python-versions = ">=3.8"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "flake8_builtins-2.5.0-py3-none-any.whl", hash = "sha256:8cac7c52c6f0708c0902b46b385bc7e368a9068965083796f1431c0d2e6550cf"},
     {file = "flake8_builtins-2.5.0.tar.gz", hash = "sha256:bdaa3dd823e4f5308c5e712d19fa5f69daa52781ea874f5ea9c3637bcf56faa6"},
@@ -1798,7 +1797,7 @@ version = "3.17.0"
 description = "A flake8 plugin to help you write better list/set/dict comprehensions."
 optional = false
 python-versions = ">=3.9"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "flake8_comprehensions-3.17.0-py3-none-any.whl", hash = "sha256:3943a9c6f2593c3bc5cc64106c2f89d63c6ecd49c8343597f8257b8fcfc8b0a2"},
     {file = "flake8_comprehensions-3.17.0.tar.gz", hash = "sha256:bf4fa102b2bf4d6c9e999e29e4b2724cbadffb70b937600fc782161be4dc0f4a"},
@@ -1813,7 +1812,7 @@ version = "1.7.0"
 description = "Extension for flake8 which uses pydocstyle to check docstrings"
 optional = false
 python-versions = ">=3.7"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "flake8_docstrings-1.7.0-py2.py3-none-any.whl", hash = "sha256:51f2344026da083fc084166a9353f5082b01f72901df422f74b4d953ae88ac75"},
     {file = "flake8_docstrings-1.7.0.tar.gz", hash = "sha256:4c8cc748dc16e6869728699e5d0d685da9a10b0ea718e090b1ba088e67a941af"},
@@ -1829,7 +1828,7 @@ version = "0.0.8"
 description = "Flake8 plugin to enforce Unix/Linux EOL consistency"
 optional = false
 python-versions = ">=3.8"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "flake8-eol-0.0.8.tar.gz", hash = "sha256:a12d836aef941de299984d6c7c4be58ab5d0953507bc68da3e15f09fee0a5e66"},
     {file = "flake8_eol-0.0.8-py3-none-any.whl", hash = "sha256:85759779b32250385cef6d97dd98abae61ec3619f93725857393f948702f06a5"},
@@ -1844,7 +1843,7 @@ version = "1.5.0"
 description = "Flake8 plugin to find commented out code"
 optional = false
 python-versions = ">=3.8,<4.0"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "flake8_eradicate-1.5.0-py3-none-any.whl", hash = "sha256:18acc922ad7de623f5247c7d5595da068525ec5437dd53b22ec2259b96ce9d22"},
     {file = "flake8_eradicate-1.5.0.tar.gz", hash = "sha256:aee636cb9ecb5594a7cd92d67ad73eb69909e5cc7bd81710cf9d00970f3983a6"},
@@ -1861,7 +1860,7 @@ version = "0.0.1a0"
 description = "A flake8 plugin to identify commonly unhandled exceptions."
 optional = false
 python-versions = "*"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "flake8_exceptions-0.0.1a0-py2.py3-none-any.whl", hash = "sha256:95b33f1491c794b872ca4f1fad5a7caa36b6a79e5c58fddec93e587816582907"},
     {file = "flake8_exceptions-0.0.1a0.tar.gz", hash = "sha256:824c402fcb82e9f4e45ab61eda2f0710202c61d55476f3123c0c27330abc01ed"},
@@ -1876,7 +1875,7 @@ version = "0.0.11"
 description = "A flake8 extension that checks expressions complexity"
 optional = false
 python-versions = ">=3.7"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "flake8_expression_complexity-0.0.11-py3-none-any.whl", hash = "sha256:b56bac37f7dd5d3d102a7111c89f6579c2cbd897b868147794c9ed12aadc627c"},
     {file = "flake8_expression_complexity-0.0.11.tar.gz", hash = "sha256:4dd8909fecbc20f53814cdcef9d0b04f61532764278d9b6e8026686812e96631"},
@@ -1892,7 +1891,7 @@ version = "0.0.5"
 description = "flake8 extension that checks function order within a class"
 optional = false
 python-versions = ">=3.6"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "flake8_function_order-0.0.5-py3-none-any.whl", hash = "sha256:58fd9cdf5584894318dd3949ce51b4000f28810adc053cb092f10911ffe9ec8e"},
     {file = "flake8_function_order-0.0.5.tar.gz", hash = "sha256:16185e1a126ddc7767add8e60616859e3364208fac3650b1c2c624f05c5e39dd"},
@@ -1908,7 +1907,7 @@ version = "2024.24.12"
 description = ""
 optional = false
 python-versions = "*"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "flake8_logging_format-2024.24.12-py3-none-any.whl", hash = "sha256:7d93c2107354b10a05b1a0d8ccd3a9bfb793aee108007765114c958a7541d674"},
 ]
@@ -1923,7 +1922,7 @@ version = "1.3.3"
 description = "The package provides base classes and utils for flake8 plugin writing"
 optional = false
 python-versions = ">=3.6,<4.0"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "flake8-plugin-utils-1.3.3.tar.gz", hash = "sha256:39f6f338d038b301c6fd344b06f2e81e382b68fa03c0560dff0d9b1791a11a2c"},
     {file = "flake8_plugin_utils-1.3.3-py3-none-any.whl", hash = "sha256:e4848c57d9d50f19100c2d75fa794b72df068666a9041b4b0409be923356a3ed"},
@@ -1935,7 +1934,7 @@ version = "1.2.3"
 description = "Flake8 plug-in loading the configuration from pyproject.toml"
 optional = false
 python-versions = ">= 3.6"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "flake8_pyproject-1.2.3-py3-none-any.whl", hash = "sha256:6249fe53545205af5e76837644dc80b4c10037e73a0e5db87ff562d75fb5bd4a"},
 ]
@@ -1952,7 +1951,7 @@ version = "2.2.0"
 description = "A flake8 plugin checking common style issues or inconsistencies with pytest-based tests."
 optional = false
 python-versions = ">=3.10"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "flake8_pytest_style-2.2.0-py3-none-any.whl", hash = "sha256:d01c4198a6c4e0ab759a92a0fa7710f10d83ec28e32a50ab6fb2e10f973a2f36"},
     {file = "flake8_pytest_style-2.2.0.tar.gz", hash = "sha256:d23a33294bccfb9f1b11aaf5212256727b299b9c9b17cf21e230c52c1095a468"},
@@ -1967,7 +1966,7 @@ version = "3.4.0"
 description = "Flake8 lint for quotes."
 optional = false
 python-versions = "*"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "flake8-quotes-3.4.0.tar.gz", hash = "sha256:aad8492fb710a2d3eabe68c5f86a1428de650c8484127e14c43d0504ba30276c"},
 ]
@@ -1982,7 +1981,7 @@ version = "1.2.0"
 description = "Flake8 plugin that checks return values"
 optional = false
 python-versions = ">=3.6,<4.0"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "flake8-return-1.2.0.tar.gz", hash = "sha256:68dfa56582cd704febd02ad86dcf5df67e38e0836d62f1ceae7930d76d3dd955"},
     {file = "flake8_return-1.2.0-py3-none-any.whl", hash = "sha256:1f07af12954ed03ebe2c2aac2418f78b55374e9929d4956109664588f31582a1"},
@@ -1997,7 +1996,7 @@ version = "0.22.0"
 description = "flake8 plugin which checks for code that can be simplified"
 optional = false
 python-versions = ">=3.6.1"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "flake8_simplify-0.22.0-py3-none-any.whl", hash = "sha256:812c65bf49d7857093750df71fc9c4a925fc192bfca14ecf04570e224f17581f"},
     {file = "flake8_simplify-0.22.0.tar.gz", hash = "sha256:526421594d5815cf786a637c2a705223956f7e34872b6bb9f66c5ce3e28caaf9"},
@@ -2013,7 +2012,7 @@ version = "4.12.0"
 description = "A flake8 plugin that helps you write tidier imports."
 optional = false
 python-versions = ">=3.9"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "flake8_tidy_imports-4.12.0-py3-none-any.whl", hash = "sha256:ab1e31a5ce07518a31c0a34cd92551f4c27639ae2c35a21364680a0318da312e"},
     {file = "flake8_tidy_imports-4.12.0.tar.gz", hash = "sha256:9254788c3b6862c2fcec0250d2dc9af089afebff9c5b8a8ac8b9525b059b06db"},
@@ -2028,7 +2027,7 @@ version = "0.2.0"
 description = "flake8 plugin which checks use of deprecated typing.List, typing.Dict, etc."
 optional = false
 python-versions = "*"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "flake8_wot-0.2.0-py3-none-any.whl", hash = "sha256:4bd4f57204fbb13c33c34849ea763519e277293ff6e46a9e9ce7a5b801fab642"},
     {file = "flake8_wot-0.2.0.tar.gz", hash = "sha256:49368e90e9fb0dc04f65a441c1670e1ba631ca10458e8ebcc0382aa8215d598e"},
@@ -2043,7 +2042,7 @@ version = "25.9.23"
 description = "The FlatBuffers serialization format for Python"
 optional = false
 python-versions = "*"
-groups = ["main"]
+groups = ["main", "dev", "prod", "prod-local"]
 files = [
     {file = "flatbuffers-25.9.23-py2.py3-none-any.whl", hash = "sha256:255538574d6cb6d0a79a17ec8bc0d30985913b87513a01cce8bcdb6b4c44d0e2"},
     {file = "flatbuffers-25.9.23.tar.gz", hash = "sha256:676f9fa62750bb50cf531b42a0a2a118ad8f7f797a511eda12881c016f093b12"},
@@ -2055,7 +2054,7 @@ version = "1.8.0"
 description = "A list-like structure which implements collections.abc.MutableSequence"
 optional = false
 python-versions = ">=3.9"
-groups = ["main"]
+groups = ["main", "dev", "prod", "prod-local"]
 files = [
     {file = "frozenlist-1.8.0-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:b37f6d31b3dcea7deb5e9696e529a6aa4a898adc33db82da12e4c60a7c4d2011"},
     {file = "frozenlist-1.8.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:ef2b7b394f208233e471abc541cc6991f907ffd47dc72584acee3147899d6565"},
@@ -2195,7 +2194,7 @@ version = "2025.3.0"
 description = "File-system specification"
 optional = false
 python-versions = ">=3.8"
-groups = ["main"]
+groups = ["main", "dev", "prod", "prod-local"]
 files = [
     {file = "fsspec-2025.3.0-py3-none-any.whl", hash = "sha256:efb87af3efa9103f94ca91a7f8cb7a4df91af9f74fc106c9c7ea0efd7277c1b3"},
     {file = "fsspec-2025.3.0.tar.gz", hash = "sha256:a935fd1ea872591f2b5148907d103488fc523295e6c64b835cfad8c3eca44972"},
@@ -2238,7 +2237,7 @@ version = "3.2.4"
 description = "Lightweight in-process concurrent programming"
 optional = false
 python-versions = ">=3.9"
-groups = ["main"]
+groups = ["main", "dev", "prod", "prod-local"]
 markers = "platform_machine == \"aarch64\" or platform_machine == \"ppc64le\" or platform_machine == \"x86_64\" or platform_machine == \"amd64\" or platform_machine == \"AMD64\" or platform_machine == \"win32\" or platform_machine == \"WIN32\""
 files = [
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@@ -2249,6 +2248,8 @@ files = [
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 description = "A pure-Python, bring-your-own-I/O implementation of HTTP/1.1"
 optional = false
 python-versions = ">=3.8"
-groups = ["main", "tests"]
+groups = ["main", "dev", "prod", "prod-local", "test"]
 files = [
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@@ -2319,7 +2330,7 @@ version = "1.2.0"
 description = "Fast transfer of large files with the Hugging Face Hub."
 optional = false
 python-versions = ">=3.8"
-groups = ["main"]
+groups = ["main", "dev", "prod", "prod-local"]
 markers = "platform_machine == \"x86_64\" or platform_machine == \"amd64\" or platform_machine == \"arm64\" or platform_machine == \"aarch64\""
 files = [
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@@ -2355,7 +2366,7 @@ version = "1.1"
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 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
-groups = ["main"]
+groups = ["main", "dev", "prod", "prod-local"]
 files = [
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 description = "A minimal low-level HTTP client."
 optional = false
 python-versions = ">=3.8"
-groups = ["main", "tests"]
+groups = ["main", "dev", "prod", "prod-local", "test"]
 files = [
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@@ -2399,7 +2410,7 @@ version = "0.28.1"
 description = "The next generation HTTP client."
 optional = false
 python-versions = ">=3.8"
-groups = ["main", "tests"]
+groups = ["main", "dev", "prod", "prod-local", "test"]
 files = [
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@@ -2424,7 +2435,7 @@ version = "0.4.3"
 description = "Consume Server-Sent Event (SSE) messages with HTTPX."
 optional = false
 python-versions = ">=3.9"
-groups = ["main"]
+groups = ["main", "dev", "prod", "prod-local"]
 files = [
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@@ -2436,7 +2447,7 @@ version = "0.36.0"
 description = "Client library to download and publish models, datasets and other repos on the huggingface.co hub"
 optional = false
 python-versions = ">=3.8.0"
-groups = ["main"]
+groups = ["main", "dev", "prod", "prod-local"]
 files = [
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@@ -2475,7 +2486,7 @@ version = "10.0"
 description = "Human friendly output for text interfaces using Python"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
-groups = ["main"]
+groups = ["main", "dev", "prod", "prod-local"]
 files = [
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@@ -2490,7 +2501,7 @@ version = "3.11"
 description = "Internationalized Domain Names in Applications (IDNA)"
 optional = false
 python-versions = ">=3.8"
-groups = ["main", "tests"]
+groups = ["main", "dev", "prod", "prod-local", "test"]
 files = [
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@@ -2505,7 +2516,7 @@ version = "2.3.0"
 description = "brain-dead simple config-ini parsing"
 optional = false
 python-versions = ">=3.10"
-groups = ["dev"]
+groups = ["test"]
 files = [
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@@ -2517,7 +2528,7 @@ version = "0.7.2"
 description = "An ISO 8601 date/time/duration parser and formatter"
 optional = false
 python-versions = ">=3.7"
-groups = ["main"]
+groups = ["main", "dev", "prod", "prod-local"]
 files = [
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@@ -2529,7 +2540,7 @@ version = "3.1.6"
 description = "A very fast and expressive template engine."
 optional = false
 python-versions = ">=3.7"
-groups = ["main"]
+groups = ["main", "dev", "prod", "prod-local"]
 files = [
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@@ -2547,7 +2558,7 @@ version = "1.0.1"
 description = "JSON Matching Expressions"
 optional = false
 python-versions = ">=3.7"
-groups = ["main"]
+groups = ["main", "dev", "prod", "prod-local"]
 files = [
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@@ -2559,7 +2570,7 @@ version = "1.5.2"
 description = "Lightweight pipelining with Python functions"
 optional = false
 python-versions = ">=3.9"
-groups = ["main"]
+groups = ["main", "dev", "prod", "prod-local"]
 files = [
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@@ -2571,7 +2582,7 @@ version = "4.0.0"
 description = "Library with helpers for the jsonlines file format"
 optional = false
 python-versions = ">=3.8"
-groups = ["main"]
+groups = ["main", "dev", "prod", "prod-local"]
 files = [
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@@ -2586,7 +2597,7 @@ version = "1.33"
 description = "Apply JSON-Patches (RFC 6902)"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, !=3.5.*, !=3.6.*"
-groups = ["main"]
+groups = ["main", "dev", "prod", "prod-local"]
 files = [
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@@ -2601,7 +2612,7 @@ version = "3.0.0"
 description = "Identify specific nodes in a JSON document (RFC 6901)"
 optional = false
 python-versions = ">=3.7"
-groups = ["main"]
+groups = ["main", "dev", "prod", "prod-local"]
 files = [
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     {file = "jsonpointer-3.0.0.tar.gz", hash = "sha256:2b2d729f2091522d61c3b31f82e11870f60b68f43fbc705cb76bf4b832af59ef"},
@@ -2613,7 +2624,7 @@ version = "1.1.0"
 description = "jsonref is a library for automatic dereferencing of JSON Reference objects for Python."
 optional = false
 python-versions = ">=3.7"
-groups = ["main"]
+groups = ["main", "dev", "prod", "prod-local"]
 files = [
     {file = "jsonref-1.1.0-py3-none-any.whl", hash = "sha256:590dc7773df6c21cbf948b5dac07a72a251db28b0238ceecce0a2abfa8ec30a9"},
     {file = "jsonref-1.1.0.tar.gz", hash = "sha256:32fe8e1d85af0fdefbebce950af85590b22b60f9e95443176adbde4e1ecea552"},
@@ -2625,7 +2636,7 @@ version = "4.25.1"
 description = "An implementation of JSON Schema validation for Python"
 optional = false
 python-versions = ">=3.9"
-groups = ["main"]
+groups = ["main", "dev", "prod", "prod-local"]
 files = [
     {file = "jsonschema-4.25.1-py3-none-any.whl", hash = "sha256:3fba0169e345c7175110351d456342c364814cfcf3b964ba4587f22915230a63"},
     {file = "jsonschema-4.25.1.tar.gz", hash = "sha256:e4a9655ce0da0c0b67a085847e00a3a51449e1157f4f75e9fb5aa545e122eb85"},
@@ -2633,7 +2644,7 @@ files = [
 
 [package.dependencies]
 attrs = ">=22.2.0"
-jsonschema-specifications = ">=2023.03.6"
+jsonschema-specifications = ">=2023.3.6"
 referencing = ">=0.28.4"
 rpds-py = ">=0.7.1"
 
@@ -2647,7 +2658,7 @@ version = "2025.9.1"
 description = "The JSON Schema meta-schemas and vocabularies, exposed as a Registry"
 optional = false
 python-versions = ">=3.9"
-groups = ["main"]
+groups = ["main", "dev", "prod", "prod-local"]
 files = [
     {file = "jsonschema_specifications-2025.9.1-py3-none-any.whl", hash = "sha256:98802fee3a11ee76ecaca44429fda8a41bff98b00a0f2838151b113f210cc6fe"},
     {file = "jsonschema_specifications-2025.9.1.tar.gz", hash = "sha256:b540987f239e745613c7a9176f3edb72b832a4ac465cf02712288397832b5e8d"},
@@ -2662,7 +2673,7 @@ version = "1.0.0"
 description = "Building applications with LLMs through composability"
 optional = false
 python-versions = "<4.0.0,>=3.10.0"
-groups = ["main"]
+groups = ["main", "dev", "prod", "prod-local"]
 files = [
     {file = "langchain_classic-1.0.0-py3-none-any.whl", hash = "sha256:97f71f150c10123f5511c08873f030e35ede52311d729a7688c721b4e1e01f33"},
     {file = "langchain_classic-1.0.0.tar.gz", hash = "sha256:a63655609254ebc36d660eb5ad7c06c778b2e6733c615ffdac3eac4fbe2b12c5"},
@@ -2698,7 +2709,7 @@ version = "0.4.1"
 description = "Community contributed LangChain integrations."
 optional = false
 python-versions = "<4.0.0,>=3.10.0"
-groups = ["main"]
+groups = ["main", "dev", "prod", "prod-local"]
 files = [
     {file = "langchain_community-0.4.1-py3-none-any.whl", hash = "sha256:2135abb2c7748a35c84613108f7ebf30f8505b18c3c18305ffaecfc7651f6c6a"},
     {file = "langchain_community-0.4.1.tar.gz", hash = "sha256:f3b211832728ee89f169ddce8579b80a085222ddb4f4ed445a46e977d17b1e85"},
@@ -2724,7 +2735,7 @@ version = "1.2.6"
 description = "Building applications with LLMs through composability"
 optional = false
 python-versions = "<4.0.0,>=3.10.0"
-groups = ["main"]
+groups = ["main", "dev", "prod", "prod-local"]
 files = [
     {file = "langchain_core-1.2.6-py3-none-any.whl", hash = "sha256:aa6ed954b4b1f4504937fe75fdf674317027e9a91ba7a97558b0de3dc8004e34"},
     {file = "langchain_core-1.2.6.tar.gz", hash = "sha256:b4e7841dd7f8690375aa07c54739178dc2c635147d475e0c2955bf82a1afa498"},
@@ -2746,7 +2757,7 @@ version = "1.0.0"
 description = "LangChain text splitting utilities"
 optional = false
 python-versions = "<4.0.0,>=3.10.0"
-groups = ["main"]
+groups = ["main", "dev", "prod", "prod-local"]
 files = [
     {file = "langchain_text_splitters-1.0.0-py3-none-any.whl", hash = "sha256:f00c8219d3468f2c5bd951b708b6a7dd9bc3c62d0cfb83124c377f7170f33b2e"},
     {file = "langchain_text_splitters-1.0.0.tar.gz", hash = "sha256:d8580a20ad7ed10b432feb273e5758b2cc0902d094919629cec0e1ad691a6744"},
@@ -2761,7 +2772,7 @@ version = "1.0.9"
 description = "Language detection library ported from Google's language-detection."
 optional = false
 python-versions = "*"
-groups = ["main"]
+groups = ["main", "dev", "prod", "prod-local"]
 files = [
     {file = "langdetect-1.0.9-py2-none-any.whl", hash = "sha256:7cbc0746252f19e76f77c0b1690aadf01963be835ef0cd4b56dddf2a8f1dfc2a"},
     {file = "langdetect-1.0.9.tar.gz", hash = "sha256:cbc1fef89f8d062739774bd51eda3da3274006b3661d199c2655f6b3f6d605a0"},
@@ -2776,7 +2787,7 @@ version = "0.4.43"
 description = "Client library to connect to the LangSmith Observability and Evaluation Platform."
 optional = false
 python-versions = ">=3.10"
-groups = ["main"]
+groups = ["main", "dev", "prod", "prod-local"]
 files = [
     {file = "langsmith-0.4.43-py3-none-any.whl", hash = "sha256:c97846a0b15061bc15844aac32fd1ce4a8e50983905f80a0d6079bb41b112ae3"},
     {file = "langsmith-0.4.43.tar.gz", hash = "sha256:75c2468ab740438adfb32af8595ad8837c3af2bd1cdaf057d534182c5a07407a"},
@@ -2805,7 +2816,7 @@ version = "3.78.1"
 description = "Pure Python library for LaTeX to MathML conversion"
 optional = false
 python-versions = ">=3.9"
-groups = ["main"]
+groups = ["main", "dev", "prod", "prod-local"]
 files = [
     {file = "latex2mathml-3.78.1-py3-none-any.whl", hash = "sha256:f089b6d75e85b937f99693c93e8c16c0804008672c3dd2a3d25affd36f238100"},
     {file = "latex2mathml-3.78.1.tar.gz", hash = "sha256:f941db80bf41db33f31df87b304e8b588f8166b813b0257c11c98f7a9d0aac71"},
@@ -2817,7 +2828,7 @@ version = "5.4.0"
 description = "Powerful and Pythonic XML processing library combining libxml2/libxslt with the ElementTree API."
 optional = false
 python-versions = ">=3.6"
-groups = ["main"]
+groups = ["main", "dev", "prod", "prod-local"]
 files = [
     {file = "lxml-5.4.0-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:e7bc6df34d42322c5289e37e9971d6ed114e3776b45fa879f734bded9d1fea9c"},
     {file = "lxml-5.4.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:6854f8bd8a1536f8a1d9a3655e6354faa6406621cf857dc27b681b69860645c7"},
@@ -2966,7 +2977,7 @@ version = "0.6.3"
 description = "A tool to determine the content type of a file with deep learning"
 optional = false
 python-versions = ">=3.8"
-groups = ["main"]
+groups = ["main", "dev", "prod", "prod-local"]
 files = [
     {file = "magika-0.6.3-py3-none-any.whl", hash = "sha256:eda443d08006ee495e02083b32e51b98cb3696ab595a7d13900d8e2ef506ec9d"},
     {file = "magika-0.6.3-py3-none-macosx_11_0_arm64.whl", hash = "sha256:86901e64b05dde5faff408c9b8245495b2e1fd4c226e3393d3d2a3fee65c504b"},
@@ -2990,7 +3001,7 @@ version = "1.10.0"
 description = "Convert Word documents from docx to simple and clean HTML and Markdown"
 optional = false
 python-versions = ">=3.7"
-groups = ["main"]
+groups = ["main", "dev", "prod", "prod-local"]
 files = [
     {file = "mammoth-1.10.0-py2.py3-none-any.whl", hash = "sha256:a1c87d5b98ca30230394267f98614b58b14b50f8031dc33ac9a535c6ab04eb99"},
     {file = "mammoth-1.10.0.tar.gz", hash = "sha256:cb6fbba41ccf8b5502859c457177d87a833fef0e0b1d4e6fd23ec372fe892c30"},
@@ -3005,7 +3016,7 @@ version = "4.0.0"
 description = "Python port of markdown-it. Markdown parsing, done right!"
 optional = false
 python-versions = ">=3.10"
-groups = ["main", "dev"]
+groups = ["main", "dev", "lint", "prod", "prod-local"]
 files = [
     {file = "markdown_it_py-4.0.0-py3-none-any.whl", hash = "sha256:87327c59b172c5011896038353a81343b6754500a08cd7a4973bb48c6d578147"},
     {file = "markdown_it_py-4.0.0.tar.gz", hash = "sha256:cb0a2b4aa34f932c007117b194e945bd74e0ec24133ceb5bac59009cda1cb9f3"},
@@ -3029,7 +3040,7 @@ version = "1.2.2"
 description = "Convert HTML to markdown."
 optional = false
 python-versions = "*"
-groups = ["main"]
+groups = ["main", "dev", "prod", "prod-local"]
 files = [
     {file = "markdownify-1.2.2-py3-none-any.whl", hash = "sha256:3f02d3cc52714084d6e589f70397b6fc9f2f3a8531481bf35e8cc39f975e186a"},
     {file = "markdownify-1.2.2.tar.gz", hash = "sha256:b274f1b5943180b031b699b199cbaeb1e2ac938b75851849a31fd0c3d6603d09"},
@@ -3045,7 +3056,7 @@ version = "0.1.3"
 description = "Utility tool for converting various files to Markdown"
 optional = false
 python-versions = ">=3.10"
-groups = ["main"]
+groups = ["main", "dev", "prod", "prod-local"]
 files = [
     {file = "markitdown-0.1.3-py3-none-any.whl", hash = "sha256:08d9a25770979d78f60dcc0afcb868de6799608e4db65342b2e03304fb091251"},
     {file = "markitdown-0.1.3.tar.gz", hash = "sha256:b0d9127c3373a68274dede6af6c9bb0684b78ce364c727c4c304da97a20d6fd9"},
@@ -3091,7 +3102,7 @@ version = "2.2.1"
 description = "A markdown parser with high extensibility."
 optional = false
 python-versions = ">=3.9"
-groups = ["main"]
+groups = ["main", "dev", "prod", "prod-local"]
 files = [
     {file = "marko-2.2.1-py3-none-any.whl", hash = "sha256:31e9a18b35c113e506ace5594716fa3df2872f8955908e279bc551f3eb1f0db8"},
     {file = "marko-2.2.1.tar.gz", hash = "sha256:e29d7e071a3b0cb2f7cc4c500d55f893dc5a45d85a8298dde6cb4e4dffd794d3"},
@@ -3108,7 +3119,7 @@ version = "3.0.3"
 description = "Safely add untrusted strings to HTML/XML markup."
 optional = false
 python-versions = ">=3.9"
-groups = ["main"]
+groups = ["main", "dev", "prod", "prod-local"]
 files = [
     {file = "markupsafe-3.0.3-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:2f981d352f04553a7171b8e44369f2af4055f888dfb147d55e42d29e29e74559"},
     {file = "markupsafe-3.0.3-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:e1c1493fb6e50ab01d20a22826e57520f1284df32f2d8601fdd90b6304601419"},
@@ -3207,7 +3218,7 @@ version = "3.26.1"
 description = "A lightweight library for converting complex datatypes to and from native Python datatypes."
 optional = false
 python-versions = ">=3.9"
-groups = ["main"]
+groups = ["main", "dev", "prod", "prod-local"]
 files = [
     {file = "marshmallow-3.26.1-py3-none-any.whl", hash = "sha256:3350409f20a70a7e4e11a27661187b77cdcaeb20abca41c1454fe33636bea09c"},
     {file = "marshmallow-3.26.1.tar.gz", hash = "sha256:e6d8affb6cb61d39d26402096dc0aee12d5a26d490a121f118d2e81dc0719dc6"},
@@ -3227,7 +3238,7 @@ version = "0.7.0"
 description = "McCabe checker, plugin for flake8"
 optional = false
 python-versions = ">=3.6"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "mccabe-0.7.0-py2.py3-none-any.whl", hash = "sha256:6c2d30ab6be0e4a46919781807b4f0d834ebdd6c6e3dca0bda5a15f863427b6e"},
     {file = "mccabe-0.7.0.tar.gz", hash = "sha256:348e0240c33b60bbdf4e523192ef919f28cb2c3d7d5c7794f74009290f236325"},
@@ -3239,7 +3250,7 @@ version = "0.1.2"
 description = "Markdown URL utilities"
 optional = false
 python-versions = ">=3.7"
-groups = ["main", "dev"]
+groups = ["main", "dev", "lint", "prod", "prod-local"]
 files = [
     {file = "mdurl-0.1.2-py3-none-any.whl", hash = "sha256:84008a41e51615a49fc9966191ff91509e3c40b939176e643fd50a5c2196b8f8"},
     {file = "mdurl-0.1.2.tar.gz", hash = "sha256:bb413d29f5eea38f31dd4754dd7377d4465116fb207585f97bf925588687c1ba"},
@@ -3251,7 +3262,7 @@ version = "2.10.2"
 description = "A Python package for easy multiprocessing, but faster than multiprocessing"
 optional = false
 python-versions = "*"
-groups = ["main"]
+groups = ["main", "dev", "prod", "prod-local"]
 files = [
     {file = "mpire-2.10.2-py3-none-any.whl", hash = "sha256:d627707f7a8d02aa4c7f7d59de399dec5290945ddf7fbd36cbb1d6ebb37a51fb"},
     {file = "mpire-2.10.2.tar.gz", hash = "sha256:f66a321e93fadff34585a4bfa05e95bd946cf714b442f51c529038eb45773d97"},
@@ -3275,7 +3286,7 @@ version = "1.3.0"
 description = "Python library for arbitrary-precision floating-point arithmetic"
 optional = false
 python-versions = "*"
-groups = ["main"]
+groups = ["main", "dev", "prod", "prod-local"]
 files = [
     {file = "mpmath-1.3.0-py3-none-any.whl", hash = "sha256:a0b2b9fe80bbcd81a6647ff13108738cfb482d481d826cc0e02f5b35e5c88d2c"},
     {file = "mpmath-1.3.0.tar.gz", hash = "sha256:7a28eb2a9774d00c7bc92411c19a89209d5da7c4c9a9e227be8330a23a25b91f"},
@@ -3293,7 +3304,7 @@ version = "1.34.0"
 description = "The Microsoft Authentication Library (MSAL) for Python library enables your app to access the Microsoft Cloud by supporting authentication of users with Microsoft Azure Active Directory accounts (AAD) and Microsoft Accounts (MSA) using industry standard OAuth2 and OpenID Connect."
 optional = false
 python-versions = ">=3.8"
-groups = ["main"]
+groups = ["main", "dev", "prod", "prod-local"]
 files = [
     {file = "msal-1.34.0-py3-none-any.whl", hash = "sha256:f669b1644e4950115da7a176441b0e13ec2975c29528d8b9e81316023676d6e1"},
     {file = "msal-1.34.0.tar.gz", hash = "sha256:76ba83b716ea5a6d75b0279c0ac353a0e05b820ca1f6682c0eb7f45190c43c2f"},
@@ -3313,7 +3324,7 @@ version = "1.3.1"
 description = "Microsoft Authentication Library extensions (MSAL EX) provides a persistence API that can save your data on disk, encrypted on Windows, macOS and Linux. Concurrent data access will be coordinated by a file lock mechanism."
 optional = false
 python-versions = ">=3.9"
-groups = ["main"]
+groups = ["main", "dev", "prod", "prod-local"]
 files = [
     {file = "msal_extensions-1.3.1-py3-none-any.whl", hash = "sha256:96d3de4d034504e969ac5e85bae8106c8373b5c6568e4c8fa7af2eca9dbe6bca"},
     {file = "msal_extensions-1.3.1.tar.gz", hash = "sha256:c5b0fd10f65ef62b5f1d62f4251d51cbcaf003fcedae8c91b040a488614be1a4"},
@@ -3331,7 +3342,7 @@ version = "6.7.0"
 description = "multidict implementation"
 optional = false
 python-versions = ">=3.9"
-groups = ["main"]
+groups = ["main", "dev", "prod", "prod-local"]
 files = [
     {file = "multidict-6.7.0-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:9f474ad5acda359c8758c8accc22032c6abe6dc87a8be2440d097785e27a9349"},
     {file = "multidict-6.7.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:4b7a9db5a870f780220e931d0002bbfd88fb53aceb6293251e2c839415c1b20e"},
@@ -3487,7 +3498,7 @@ version = "0.70.16"
 description = "better multiprocessing and multithreading in Python"
 optional = false
 python-versions = ">=3.8"
-groups = ["main"]
+groups = ["main", "dev", "prod", "prod-local"]
 files = [
     {file = "multiprocess-0.70.16-pp310-pypy310_pp73-macosx_10_13_x86_64.whl", hash = "sha256:476887be10e2f59ff183c006af746cb6f1fd0eadcfd4ef49e605cbe2659920ee"},
     {file = "multiprocess-0.70.16-pp310-pypy310_pp73-manylinux_2_28_x86_64.whl", hash = "sha256:d951bed82c8f73929ac82c61f01a7b5ce8f3e5ef40f5b52553b4f547ce2b08ec"},
@@ -3512,7 +3523,7 @@ version = "1.1.0"
 description = "Type system extensions for programs checked with the mypy type checker."
 optional = false
 python-versions = ">=3.8"
-groups = ["main", "dev"]
+groups = ["main", "dev", "lint", "prod", "prod-local"]
 files = [
     {file = "mypy_extensions-1.1.0-py3-none-any.whl", hash = "sha256:1be4cccdb0f2482337c4743e60421de3a356cd97508abadd57d47403e94f5505"},
     {file = "mypy_extensions-1.1.0.tar.gz", hash = "sha256:52e68efc3284861e772bbcd66823fde5ae21fd2fdb51c62a211403730b916558"},
@@ -3524,7 +3535,7 @@ version = "3.5"
 description = "Python package for creating and manipulating graphs and networks"
 optional = false
 python-versions = ">=3.11"
-groups = ["main"]
+groups = ["main", "dev", "prod", "prod-local"]
 files = [
     {file = "networkx-3.5-py3-none-any.whl", hash = "sha256:0030d386a9a06dee3565298b4a734b68589749a544acbb6c412dc9e2489ec6ec"},
     {file = "networkx-3.5.tar.gz", hash = "sha256:d4c6f9cf81f52d69230866796b82afbccdec3db7ae4fbd1b65ea750feed50037"},
@@ -3545,7 +3556,7 @@ version = "3.9.2"
 description = "Natural Language Toolkit"
 optional = false
 python-versions = ">=3.9"
-groups = ["main"]
+groups = ["main", "dev", "prod", "prod-local"]
 files = [
     {file = "nltk-3.9.2-py3-none-any.whl", hash = "sha256:1e209d2b3009110635ed9709a67a1a3e33a10f799490fa71cf4bec218c11c88a"},
     {file = "nltk-3.9.2.tar.gz", hash = "sha256:0f409e9b069ca4177c1903c3e843eef90c7e92992fa4931ae607da6de49e1419"},
@@ -3571,7 +3582,7 @@ version = "2.2.6"
 description = "Fundamental package for array computing in Python"
 optional = false
 python-versions = ">=3.10"
-groups = ["main"]
+groups = ["main", "dev", "prod", "prod-local"]
 files = [
     {file = "numpy-2.2.6-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:b412caa66f72040e6d268491a59f2c43bf03eb6c96dd8f0307829feb7fa2b6fb"},
     {file = "numpy-2.2.6-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:8e41fd67c52b86603a91c1a505ebaef50b3314de0213461c7a6e99c9a3beff90"},
@@ -3636,7 +3647,7 @@ version = "3.3.1"
 description = "A generic, spec-compliant, thorough implementation of the OAuth request-signing logic"
 optional = false
 python-versions = ">=3.8"
-groups = ["main"]
+groups = ["main", "dev", "prod", "prod-local"]
 files = [
     {file = "oauthlib-3.3.1-py3-none-any.whl", hash = "sha256:88119c938d2b8fb88561af5f6ee0eec8cc8d552b7bb1f712743136eb7523b7a1"},
     {file = "oauthlib-3.3.1.tar.gz", hash = "sha256:0f0f8aa759826a193cf66c12ea1af1637f87b9b4622d46e866952bb022e538c9"},
@@ -3653,7 +3664,7 @@ version = "1.0.0"
 description = "A python wrapper to extract text from images on a mac system. Uses the vision framework from Apple."
 optional = false
 python-versions = ">=3.6"
-groups = ["main"]
+groups = ["main", "dev", "prod", "prod-local"]
 markers = "sys_platform == \"darwin\""
 files = [
     {file = "ocrmac-1.0.0-py2.py3-none-any.whl", hash = "sha256:0b5a072aa23a9ead48132cb2d595b680aa6c3c5a6cb69525155e35ca95610c3a"},
@@ -3671,7 +3682,7 @@ version = "0.47"
 description = "Python package to parse, read and write Microsoft OLE2 files (Structured Storage or Compound Document, Microsoft Office)"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
-groups = ["main"]
+groups = ["main", "dev", "prod", "prod-local"]
 files = [
     {file = "olefile-0.47-py2.py3-none-any.whl", hash = "sha256:543c7da2a7adadf21214938bb79c83ea12b473a4b6ee4ad4bf854e7715e13d1f"},
     {file = "olefile-0.47.zip", hash = "sha256:599383381a0bf3dfbd932ca0ca6515acd174ed48870cbf7fee123d698c192c1c"},
@@ -3686,7 +3697,7 @@ version = "2.3.0"
 description = "A flexible configuration library"
 optional = false
 python-versions = ">=3.6"
-groups = ["main"]
+groups = ["main", "dev", "prod", "prod-local"]
 files = [
     {file = "omegaconf-2.3.0-py3-none-any.whl", hash = "sha256:7b4df175cdb08ba400f45cae3bdcae7ba8365db4d165fc65fd04b050ab63b46b"},
     {file = "omegaconf-2.3.0.tar.gz", hash = "sha256:d5d4b6d29955cc50ad50c46dc269bcd92c6e00f5f90d23ab5fee7bfca4ba4cc7"},
@@ -3702,7 +3713,7 @@ version = "1.20.1"
 description = "ONNX Runtime is a runtime accelerator for Machine Learning models"
 optional = false
 python-versions = "*"
-groups = ["main"]
+groups = ["main", "dev", "prod", "prod-local"]
 files = [
     {file = "onnxruntime-1.20.1-cp310-cp310-macosx_13_0_universal2.whl", hash = "sha256:e50ba5ff7fed4f7d9253a6baf801ca2883cc08491f9d32d78a80da57256a5439"},
     {file = "onnxruntime-1.20.1-cp310-cp310-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:7b2908b50101a19e99c4d4e97ebb9905561daf61829403061c1adc1b588bc0de"},
@@ -3741,7 +3752,7 @@ version = "4.12.0.88"
 description = "Wrapper package for OpenCV python bindings."
 optional = false
 python-versions = ">=3.6"
-groups = ["main"]
+groups = ["main", "dev", "prod", "prod-local"]
 files = [
     {file = "opencv-python-4.12.0.88.tar.gz", hash = "sha256:8b738389cede219405f6f3880b851efa3415ccd674752219377353f017d2994d"},
     {file = "opencv_python-4.12.0.88-cp37-abi3-macosx_13_0_arm64.whl", hash = "sha256:f9a1f08883257b95a5764bf517a32d75aec325319c8ed0f89739a57fae9e92a5"},
@@ -3761,7 +3772,7 @@ version = "4.12.0.88"
 description = "Wrapper package for OpenCV python bindings."
 optional = false
 python-versions = ">=3.6"
-groups = ["main"]
+groups = ["main", "dev", "prod", "prod-local"]
 files = [
     {file = "opencv-python-headless-4.12.0.88.tar.gz", hash = "sha256:cfdc017ddf2e59b6c2f53bc12d74b6b0be7ded4ec59083ea70763921af2b6c09"},
     {file = "opencv_python_headless-4.12.0.88-cp37-abi3-macosx_13_0_arm64.whl", hash = "sha256:1e58d664809b3350c1123484dd441e1667cd7bed3086db1b9ea1b6f6cb20b50e"},
@@ -3781,7 +3792,7 @@ version = "3.1.5"
 description = "A Python library to read/write Excel 2010 xlsx/xlsm files"
 optional = false
 python-versions = ">=3.8"
-groups = ["main"]
+groups = ["main", "dev", "prod", "prod-local"]
 files = [
     {file = "openpyxl-3.1.5-py2.py3-none-any.whl", hash = "sha256:5282c12b107bffeef825f4617dc029afaf41d0ea60823bbb665ef3079dc79de2"},
     {file = "openpyxl-3.1.5.tar.gz", hash = "sha256:cf0e3cf56142039133628b5acffe8ef0c12bc902d2aadd3e0fe5878dc08d1050"},
@@ -3796,7 +3807,7 @@ version = "3.11.4"
 description = "Fast, correct Python JSON library supporting dataclasses, datetimes, and numpy"
 optional = false
 python-versions = ">=3.9"
-groups = ["main"]
+groups = ["main", "dev", "prod", "prod-local"]
 markers = "platform_python_implementation != \"PyPy\""
 files = [
     {file = "orjson-3.11.4-cp310-cp310-macosx_10_15_x86_64.macosx_11_0_arm64.macosx_10_15_universal2.whl", hash = "sha256:e3aa2118a3ece0d25489cbe48498de8a5d580e42e8d9979f65bf47900a15aba1"},
@@ -3894,7 +3905,7 @@ version = "25.0"
 description = "Core utilities for Python packages"
 optional = false
 python-versions = ">=3.8"
-groups = ["main", "dev"]
+groups = ["main", "dev", "lint", "prod", "prod-local", "test"]
 files = [
     {file = "packaging-25.0-py3-none-any.whl", hash = "sha256:29572ef2b1f17581046b3a2227d5c611fb25ec70ca1ba8554b24b0e69331a484"},
     {file = "packaging-25.0.tar.gz", hash = "sha256:d443872c98d677bf60f6a1f2f8c1cb748e8fe762d2bf9d3148b5599295b0fc4f"},
@@ -3906,7 +3917,7 @@ version = "2.3.3"
 description = "Powerful data structures for data analysis, time series, and statistics"
 optional = false
 python-versions = ">=3.9"
-groups = ["main"]
+groups = ["main", "dev", "prod", "prod-local"]
 files = [
     {file = "pandas-2.3.3-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:376c6446ae31770764215a6c937f72d917f214b43560603cd60da6408f183b6c"},
     {file = "pandas-2.3.3-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:e19d192383eab2f4ceb30b412b22ea30690c9e618f78870357ae1d682912015a"},
@@ -4002,7 +4013,7 @@ version = "1.0"
 description = "Partial classes for Python"
 optional = false
 python-versions = "*"
-groups = ["main"]
+groups = ["main", "dev", "prod", "prod-local"]
 files = [
     {file = "partial-1.0.tar.gz", hash = "sha256:cc725e8e33d04faad227e93ed3050166e054975a83801e33a7b174d110b1e572"},
 ]
@@ -4013,7 +4024,7 @@ version = "0.12.1"
 description = "Utility library for gitignore style pattern matching of file paths."
 optional = false
 python-versions = ">=3.8"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "pathspec-0.12.1-py3-none-any.whl", hash = "sha256:a0d503e138a4c123b27490a4f7beda6a01c6f288df0e4a8b79c7eb0dc7b4cc08"},
     {file = "pathspec-0.12.1.tar.gz", hash = "sha256:a482d51503a1ab33b1c67a6c3813a26953dbdc71c31dacaef9a838c4e29f5712"},
@@ -4025,7 +4036,7 @@ version = "1.17.0"
 description = "A wrapper around the pdftoppm and pdftocairo command line tools to convert PDF to a PIL Image list."
 optional = false
 python-versions = "*"
-groups = ["main"]
+groups = ["main", "dev", "prod", "prod-local"]
 files = [
     {file = "pdf2image-1.17.0-py3-none-any.whl", hash = "sha256:ecdd58d7afb810dffe21ef2b1bbc057ef434dabbac6c33778a38a3f7744a27e2"},
     {file = "pdf2image-1.17.0.tar.gz", hash = "sha256:eaa959bc116b420dd7ec415fcae49b98100dda3dd18cd2fdfa86d09f112f6d57"},
@@ -4040,7 +4051,7 @@ version = "20250506"
 description = "PDF parser and analyzer"
 optional = false
 python-versions = ">=3.9"
-groups = ["main"]
+groups = ["main", "dev", "prod", "prod-local"]
 files = [
     {file = "pdfminer_six-20250506-py3-none-any.whl", hash = "sha256:d81ad173f62e5f841b53a8ba63af1a4a355933cfc0ffabd608e568b9193909e3"},
     {file = "pdfminer_six-20250506.tar.gz", hash = "sha256:b03cc8df09cf3c7aba8246deae52e0bca7ebb112a38895b5e1d4f5dd2b8ca2e7"},
@@ -4061,7 +4072,7 @@ version = "0.11.7"
 description = "Plumb a PDF for detailed information about each char, rectangle, and line."
 optional = false
 python-versions = ">=3.8"
-groups = ["main"]
+groups = ["main", "dev", "prod", "prod-local"]
 files = [
     {file = "pdfplumber-0.11.7-py3-none-any.whl", hash = "sha256:edd2195cca68bd770da479cf528a737e362968ec2351e62a6c0b71ff612ac25e"},
     {file = "pdfplumber-0.11.7.tar.gz", hash = "sha256:fa67773e5e599de1624255e9b75d1409297c5e1d7493b386ce63648637c67368"},
@@ -4078,7 +4089,7 @@ version = "0.15.1"
 description = "Check PEP-8 naming conventions, plugin for flake8"
 optional = false
 python-versions = ">=3.9"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "pep8_naming-0.15.1-py3-none-any.whl", hash = "sha256:eb63925e7fd9e028c7f7ee7b1e413ec03d1ee5de0e627012102ee0222c273c86"},
     {file = "pep8_naming-0.15.1.tar.gz", hash = "sha256:f6f4a499aba2deeda93c1f26ccc02f3da32b035c8b2db9696b730ef2c9639d29"},
@@ -4093,7 +4104,7 @@ version = "11.3.0"
 description = "Python Imaging Library (Fork)"
 optional = false
 python-versions = ">=3.9"
-groups = ["main"]
+groups = ["main", "dev", "prod", "prod-local"]
 files = [
     {file = "pillow-11.3.0-cp310-cp310-macosx_10_10_x86_64.whl", hash = "sha256:1b9c17fd4ace828b3003dfd1e30bff24863e0eb59b535e8f80194d9cc7ecf860"},
     {file = "pillow-11.3.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:65dc69160114cdd0ca0f35cb434633c75e8e7fad4cf855177a05bf38678f73ad"},
@@ -4218,7 +4229,7 @@ version = "4.5.0"
 description = "A small Python package for determining appropriate platform-specific dirs, e.g. a `user data dir`."
 optional = false
 python-versions = ">=3.10"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "platformdirs-4.5.0-py3-none-any.whl", hash = "sha256:e578a81bb873cbb89a41fcc904c7ef523cc18284b7e3b3ccf06aca1403b7ebd3"},
     {file = "platformdirs-4.5.0.tar.gz", hash = "sha256:70ddccdd7c99fc5942e9fc25636a8b34d04c24b335100223152c2803e4063312"},
@@ -4235,7 +4246,7 @@ version = "1.6.0"
 description = "plugin and hook calling mechanisms for python"
 optional = false
 python-versions = ">=3.9"
-groups = ["main", "dev"]
+groups = ["main", "dev", "prod", "prod-local", "test"]
 files = [
     {file = "pluggy-1.6.0-py3-none-any.whl", hash = "sha256:e920276dd6813095e9377c0bc5566d94c932c33b27a3e3945d8389c374dd4746"},
     {file = "pluggy-1.6.0.tar.gz", hash = "sha256:7dcc130b76258d33b90f61b658791dede3486c3e6bfb003ee5c9bfb396dd22f3"},
@@ -4251,7 +4262,7 @@ version = "3.0.0"
 description = "Mock data generation factories"
 optional = false
 python-versions = "<4.0,>=3.9"
-groups = ["main"]
+groups = ["main", "dev", "prod", "prod-local"]
 files = [
     {file = "polyfactory-3.0.0-py3-none-any.whl", hash = "sha256:ad9ba3b3f04c292d30673587946e1c5d18e249074368b09abb7c9455288cfc37"},
     {file = "polyfactory-3.0.0.tar.gz", hash = "sha256:c1be54fc10fe738415eef2248bcfc687e3d74634f5e73b70e4ba58952df31363"},
@@ -4276,7 +4287,7 @@ version = "0.4.1"
 description = "Accelerated property cache"
 optional = false
 python-versions = ">=3.9"
-groups = ["main"]
+groups = ["main", "dev", "prod", "prod-local"]
 files = [
     {file = "propcache-0.4.1-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:7c2d1fa3201efaf55d730400d945b5b3ab6e672e100ba0f9a409d950ab25d7db"},
     {file = "propcache-0.4.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:1eb2994229cc8ce7fe9b3db88f5465f5fd8651672840b2e426b88cdb1a30aac8"},
@@ -4408,7 +4419,7 @@ version = "6.33.1"
 description = ""
 optional = false
 python-versions = ">=3.9"
-groups = ["main"]
+groups = ["main", "dev", "prod", "prod-local"]
 files = [
     {file = "protobuf-6.33.1-cp310-abi3-win32.whl", hash = "sha256:f8d3fdbc966aaab1d05046d0240dd94d40f2a8c62856d41eaa141ff64a79de6b"},
     {file = "protobuf-6.33.1-cp310-abi3-win_amd64.whl", hash = "sha256:923aa6d27a92bf44394f6abf7ea0500f38769d4b07f4be41cb52bd8b1123b9ed"},
@@ -4428,7 +4439,7 @@ version = "7.1.3"
 description = "Cross-platform lib for process and system monitoring."
 optional = false
 python-versions = ">=3.6"
-groups = ["main"]
+groups = ["main", "dev", "prod", "prod-local"]
 files = [
     {file = "psutil-7.1.3-cp313-cp313t-macosx_10_13_x86_64.whl", hash = "sha256:0005da714eee687b4b8decd3d6cc7c6db36215c9e74e5ad2264b90c3df7d92dc"},
     {file = "psutil-7.1.3-cp313-cp313t-macosx_11_0_arm64.whl", hash = "sha256:19644c85dcb987e35eeeaefdc3915d059dac7bd1167cdcdbf27e0ce2df0c08c0"},
@@ -4461,7 +4472,7 @@ version = "22.0.0"
 description = "Python library for Apache Arrow"
 optional = false
 python-versions = ">=3.10"
-groups = ["main"]
+groups = ["main", "dev", "prod", "prod-local"]
 files = [
     {file = "pyarrow-22.0.0-cp310-cp310-macosx_12_0_arm64.whl", hash = "sha256:77718810bd3066158db1e95a63c160ad7ce08c6b0710bc656055033e39cdad88"},
     {file = "pyarrow-22.0.0-cp310-cp310-macosx_12_0_x86_64.whl", hash = "sha256:44d2d26cda26d18f7af7db71453b7b783788322d756e81730acb98f24eb90ace"},
@@ -4521,7 +4532,7 @@ version = "3.0.1"
 description = "Seamless operability between C++11 and Python"
 optional = false
 python-versions = ">=3.8"
-groups = ["main"]
+groups = ["main", "dev", "prod", "prod-local"]
 files = [
     {file = "pybind11-3.0.1-py3-none-any.whl", hash = "sha256:aa8f0aa6e0a94d3b64adfc38f560f33f15e589be2175e103c0a33c6bce55ee89"},
     {file = "pybind11-3.0.1.tar.gz", hash = "sha256:9c0f40056a016da59bab516efb523089139fcc6f2ba7e4930854c61efb932051"},
@@ -4536,7 +4547,7 @@ version = "1.3.0.post6"
 description = "Cython wrapper for the C++ translation of the Angus Johnson's Clipper library (ver. 6.4.2)"
 optional = false
 python-versions = "*"
-groups = ["main"]
+groups = ["main", "dev", "prod", "prod-local"]
 files = [
     {file = "pyclipper-1.3.0.post6-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:fa0f5e78cfa8262277bb3d0225537b3c2a90ef68fd90a229d5d24cf49955dcf4"},
     {file = "pyclipper-1.3.0.post6-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:a01f182d8938c1dc515e8508ed2442f7eebd2c25c7d5cb29281f583c1a8008a4"},
@@ -4596,7 +4607,7 @@ version = "2.14.0"
 description = "Python style guide checker"
 optional = false
 python-versions = ">=3.9"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "pycodestyle-2.14.0-py2.py3-none-any.whl", hash = "sha256:dd6bf7cb4ee77f8e016f9c8e74a35ddd9f67e1d5fd4184d86c3b98e07099f42d"},
     {file = "pycodestyle-2.14.0.tar.gz", hash = "sha256:c4b5b517d278089ff9d0abdec919cd97262a3367449ea1c8b49b91529167b783"},
@@ -4608,7 +4619,7 @@ version = "2.23"
 description = "C parser in Python"
 optional = false
 python-versions = ">=3.8"
-groups = ["main"]
+groups = ["main", "dev", "prod", "prod-local"]
 markers = "platform_python_implementation != \"PyPy\" and implementation_name != \"PyPy\""
 files = [
     {file = "pycparser-2.23-py3-none-any.whl", hash = "sha256:e5c6e8d3fbad53479cab09ac03729e0a9faf2bee3db8208a550daf5af81a5934"},
@@ -4621,7 +4632,7 @@ version = "2.12.4"
 description = "Data validation using Python type hints"
 optional = false
 python-versions = ">=3.9"
-groups = ["main"]
+groups = ["main", "dev", "prod", "prod-local"]
 files = [
     {file = "pydantic-2.12.4-py3-none-any.whl", hash = "sha256:92d3d202a745d46f9be6df459ac5a064fdaa3c1c4cd8adcfa332ccf3c05f871e"},
     {file = "pydantic-2.12.4.tar.gz", hash = "sha256:0f8cb9555000a4b5b617f66bfd2566264c4984b27589d3b845685983e8ea85ac"},
@@ -4643,7 +4654,7 @@ version = "2.41.5"
 description = "Core functionality for Pydantic validation and serialization"
 optional = false
 python-versions = ">=3.9"
-groups = ["main"]
+groups = ["main", "dev", "prod", "prod-local"]
 files = [
     {file = "pydantic_core-2.41.5-cp310-cp310-macosx_10_12_x86_64.whl", hash = "sha256:77b63866ca88d804225eaa4af3e664c5faf3568cea95360d21f4725ab6e07146"},
     {file = "pydantic_core-2.41.5-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:dfa8a0c812ac681395907e71e1274819dec685fec28273a28905df579ef137e2"},
@@ -4777,7 +4788,7 @@ version = "2.12.0"
 description = "Settings management using Pydantic"
 optional = false
 python-versions = ">=3.10"
-groups = ["main"]
+groups = ["main", "dev", "prod", "prod-local"]
 files = [
     {file = "pydantic_settings-2.12.0-py3-none-any.whl", hash = "sha256:fddb9fd99a5b18da837b29710391e945b1e30c135477f484084ee513adb93809"},
     {file = "pydantic_settings-2.12.0.tar.gz", hash = "sha256:005538ef951e3c2a68e1c08b292b5f2e71490def8589d4221b95dab00dafcfd0"},
@@ -4801,7 +4812,7 @@ version = "6.3.0"
 description = "Python docstring style checker"
 optional = false
 python-versions = ">=3.6"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "pydocstyle-6.3.0-py3-none-any.whl", hash = "sha256:118762d452a49d6b05e194ef344a55822987a462831ade91ec5c06fd2169d019"},
     {file = "pydocstyle-6.3.0.tar.gz", hash = "sha256:7ce43f0c0ac87b07494eb9c0b462c0b73e6ff276807f204d6b53edc72b7e44e1"},
@@ -4819,7 +4830,7 @@ version = "0.25.1"
 description = "Manipulate audio with an simple and easy high level interface"
 optional = false
 python-versions = "*"
-groups = ["main"]
+groups = ["main", "dev", "prod", "prod-local"]
 files = [
     {file = "pydub-0.25.1-py2.py3-none-any.whl", hash = "sha256:65617e33033874b59d87db603aa1ed450633288aefead953b30bded59cb599a6"},
     {file = "pydub-0.25.1.tar.gz", hash = "sha256:980a33ce9949cab2a569606b65674d748ecbca4f0796887fd6f46173a7b0d30f"},
@@ -4831,7 +4842,7 @@ version = "3.4.0"
 description = "passive checker of Python programs"
 optional = false
 python-versions = ">=3.9"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "pyflakes-3.4.0-py2.py3-none-any.whl", hash = "sha256:f742a7dbd0d9cb9ea41e9a24a918996e8170c799fa528688d40dd582c8265f4f"},
     {file = "pyflakes-3.4.0.tar.gz", hash = "sha256:b24f96fafb7d2ab0ec5075b7350b3d2d2218eab42003821c06344973d3ea2f58"},
@@ -4843,7 +4854,7 @@ version = "2.19.2"
 description = "Pygments is a syntax highlighting package written in Python."
 optional = false
 python-versions = ">=3.8"
-groups = ["main", "dev"]
+groups = ["main", "dev", "lint", "prod", "prod-local", "test"]
 files = [
     {file = "pygments-2.19.2-py3-none-any.whl", hash = "sha256:86540386c03d588bb81d44bc3928634ff26449851e99741617ecb9037ee5ec0b"},
     {file = "pygments-2.19.2.tar.gz", hash = "sha256:636cb2477cec7f8952536970bc533bc43743542f70392ae026374600add5b887"},
@@ -4858,7 +4869,7 @@ version = "2.10.1"
 description = "JSON Web Token implementation in Python"
 optional = false
 python-versions = ">=3.9"
-groups = ["main"]
+groups = ["main", "dev", "prod", "prod-local"]
 files = [
     {file = "PyJWT-2.10.1-py3-none-any.whl", hash = "sha256:dcdd193e30abefd5debf142f9adfcdd2b58004e644f25406ffaebd50bd98dacb"},
     {file = "pyjwt-2.10.1.tar.gz", hash = "sha256:3cc5772eb20009233caf06e9d8a0577824723b44e6648ee0a2aedb6cf9381953"},
@@ -4879,7 +4890,7 @@ version = "2.10"
 description = "Simple LaTeX parser providing latex-to-unicode and unicode-to-latex conversion"
 optional = false
 python-versions = "*"
-groups = ["main"]
+groups = ["main", "dev", "prod", "prod-local"]
 files = [
     {file = "pylatexenc-2.10.tar.gz", hash = "sha256:3dd8fd84eb46dc30bee1e23eaab8d8fb5a7f507347b23e5f38ad9675c84f40d3"},
 ]
@@ -4890,7 +4901,7 @@ version = "12.1"
 description = "Python<->ObjC Interoperability Module"
 optional = false
 python-versions = ">=3.10"
-groups = ["main"]
+groups = ["main", "dev", "prod", "prod-local"]
 markers = "sys_platform == \"darwin\""
 files = [
     {file = "pyobjc_core-12.1-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:93418e79c1655f66b4352168f8c85c942707cb1d3ea13a1da3e6f6a143bacda7"},
@@ -4909,7 +4920,7 @@ version = "12.1"
 description = "Wrappers for the Cocoa frameworks on macOS"
 optional = false
 python-versions = ">=3.10"
-groups = ["main"]
+groups = ["main", "dev", "prod", "prod-local"]
 markers = "sys_platform == \"darwin\""
 files = [
     {file = "pyobjc_framework_cocoa-12.1-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:9b880d3bdcd102809d704b6d8e14e31611443aa892d9f60e8491e457182fdd48"},
@@ -4931,7 +4942,7 @@ version = "12.1"
 description = "Wrappers for the framework CoreML on macOS"
 optional = false
 python-versions = ">=3.10"
-groups = ["main"]
+groups = ["main", "dev", "prod", "prod-local"]
 markers = "sys_platform == \"darwin\""
 files = [
     {file = "pyobjc_framework_coreml-12.1-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:df4e9b4f97063148cc481f72e2fbe3cc53b9464d722752aa658d7c0aec9f02fd"},
@@ -4954,7 +4965,7 @@ version = "12.1"
 description = "Wrappers for the Quartz frameworks on macOS"
 optional = false
 python-versions = ">=3.10"
-groups = ["main"]
+groups = ["main", "dev", "prod", "prod-local"]
 markers = "sys_platform == \"darwin\""
 files = [
     {file = "pyobjc_framework_quartz-12.1-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:c6f312ae79ef8b3019dcf4b3374c52035c7c7bc4a09a1748b61b041bb685a0ed"},
@@ -4977,7 +4988,7 @@ version = "12.1"
 description = "Wrappers for the framework Vision on macOS"
 optional = false
 python-versions = ">=3.10"
-groups = ["main"]
+groups = ["main", "dev", "prod", "prod-local"]
 markers = "sys_platform == \"darwin\""
 files = [
     {file = "pyobjc_framework_vision-12.1-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:a30c3fff926348baecc3ce1f6da8ed327d0cbd55ca1c376d018e31023b79c0ab"},
@@ -5002,7 +5013,7 @@ version = "1.16.2"
 description = "Thin wrapper for pandoc."
 optional = false
 python-versions = ">=3.7"
-groups = ["main"]
+groups = ["main", "dev", "prod", "prod-local"]
 files = [
     {file = "pypandoc-1.16.2-py3-none-any.whl", hash = "sha256:c200c1139c8e3247baf38d1e9279e85d9f162499d1999c6aa8418596558fe79b"},
     {file = "pypandoc-1.16.2.tar.gz", hash = "sha256:7a72a9fbf4a5dc700465e384c3bb333d22220efc4e972cb98cf6fc723cdca86b"},
@@ -5014,7 +5025,7 @@ version = "1.16.2"
 description = "Thin wrapper for pandoc."
 optional = false
 python-versions = ">=3.7"
-groups = ["main"]
+groups = ["main", "dev", "prod", "prod-local"]
 files = [
     {file = "pypandoc_binary-1.16.2-py3-none-macosx_10_9_x86_64.whl", hash = "sha256:dc71533dcce1cb112994e44f95a21c042c02e4fd4b4815442d8cbf7fe0159a88"},
     {file = "pypandoc_binary-1.16.2-py3-none-macosx_11_0_arm64.whl", hash = "sha256:a240d645963266be5d68c2b5a0fb9703dfa5bb5e6a8367e36060e2584236b457"},
@@ -5031,7 +5042,7 @@ version = "5.9.0"
 description = "A pure-python PDF library capable of splitting, merging, cropping, and transforming PDF files"
 optional = false
 python-versions = ">=3.8"
-groups = ["main"]
+groups = ["main", "dev", "prod", "prod-local"]
 files = [
     {file = "pypdf-5.9.0-py3-none-any.whl", hash = "sha256:be10a4c54202f46d9daceaa8788be07aa8cd5ea8c25c529c50dd509206382c35"},
     {file = "pypdf-5.9.0.tar.gz", hash = "sha256:30f67a614d558e495e1fbb157ba58c1de91ffc1718f5e0dfeb82a029233890a1"},
@@ -5051,7 +5062,7 @@ version = "4.30.0"
 description = "Python bindings to PDFium"
 optional = false
 python-versions = ">=3.6"
-groups = ["main"]
+groups = ["main", "dev", "prod", "prod-local"]
 files = [
     {file = "pypdfium2-4.30.0-py3-none-macosx_10_13_x86_64.whl", hash = "sha256:b33ceded0b6ff5b2b93bc1fe0ad4b71aa6b7e7bd5875f1ca0cdfb6ba6ac01aab"},
     {file = "pypdfium2-4.30.0-py3-none-macosx_11_0_arm64.whl", hash = "sha256:4e55689f4b06e2d2406203e771f78789bd4f190731b5d57383d05cf611d829de"},
@@ -5074,7 +5085,7 @@ version = "3.5.4"
 description = "A python implementation of GNU readline."
 optional = false
 python-versions = ">=3.8"
-groups = ["main"]
+groups = ["main", "dev", "prod", "prod-local"]
 markers = "sys_platform == \"win32\""
 files = [
     {file = "pyreadline3-3.5.4-py3-none-any.whl", hash = "sha256:eaf8e6cc3c49bcccf145fc6067ba8643d1df34d604a1ec0eccbf7a18e6d3fae6"},
@@ -5090,7 +5101,7 @@ version = "0.3.13"
 description = "Python-tesseract is a python wrapper for Google's Tesseract-OCR"
 optional = false
 python-versions = ">=3.8"
-groups = ["main"]
+groups = ["main", "dev", "prod", "prod-local"]
 files = [
     {file = "pytesseract-0.3.13-py3-none-any.whl", hash = "sha256:7a99c6c2ac598360693d83a416e36e0b33a67638bb9d77fdcac094a3589d4b34"},
     {file = "pytesseract-0.3.13.tar.gz", hash = "sha256:4bf5f880c99406f52a3cfc2633e42d9dc67615e69d8a509d74867d3baddb5db9"},
@@ -5106,7 +5117,7 @@ version = "8.4.2"
 description = "pytest: simple powerful testing with Python"
 optional = false
 python-versions = ">=3.9"
-groups = ["dev"]
+groups = ["test"]
 files = [
     {file = "pytest-8.4.2-py3-none-any.whl", hash = "sha256:872f880de3fc3a5bdc88a11b39c9710c3497a547cfa9320bc3c5e62fbf272e79"},
     {file = "pytest-8.4.2.tar.gz", hash = "sha256:86c0d0b93306b961d58d62a4db4879f27fe25513d4b969df351abdddb3c30e01"},
@@ -5128,7 +5139,7 @@ version = "2.9.0.post0"
 description = "Extensions to the standard Python datetime module"
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,>=2.7"
-groups = ["main"]
+groups = ["main", "dev", "prod", "prod-local"]
 files = [
     {file = "python-dateutil-2.9.0.post0.tar.gz", hash = "sha256:37dd54208da7e1cd875388217d5e00ebd4179249f90fb72437e91a35459a0ad3"},
     {file = "python_dateutil-2.9.0.post0-py2.py3-none-any.whl", hash = "sha256:a8b2bc7bffae282281c8140a97d3aa9c14da0b136dfe83f850eea9a5f7470427"},
@@ -5143,7 +5154,7 @@ version = "1.2.0"
 description = "Create, read, and update Microsoft Word .docx files."
 optional = false
 python-versions = ">=3.9"
-groups = ["main"]
+groups = ["main", "dev", "prod", "prod-local"]
 files = [
     {file = "python_docx-1.2.0-py3-none-any.whl", hash = "sha256:3fd478f3250fbbbfd3b94fe1e985955737c145627498896a8a6bf81f4baf66c7"},
     {file = "python_docx-1.2.0.tar.gz", hash = "sha256:7bc9d7b7d8a69c9c02ca09216118c86552704edc23bac179283f2e38f86220ce"},
@@ -5159,7 +5170,7 @@ version = "1.2.1"
 description = "Read key-value pairs from a .env file and set them as environment variables"
 optional = false
 python-versions = ">=3.9"
-groups = ["main"]
+groups = ["main", "dev", "prod", "prod-local"]
 files = [
     {file = "python_dotenv-1.2.1-py3-none-any.whl", hash = "sha256:b81ee9561e9ca4004139c6cbba3a238c32b03e4894671e181b671e8cb8425d61"},
     {file = "python_dotenv-1.2.1.tar.gz", hash = "sha256:42667e897e16ab0d66954af0e60a9caa94f0fd4ecf3aaf6d2d260eec1aa36ad6"},
@@ -5174,7 +5185,7 @@ version = "2025.11.16"
 description = "ISO 639 language codes, names, and other associated information"
 optional = false
 python-versions = ">=3.10"
-groups = ["main"]
+groups = ["main", "dev", "prod", "prod-local"]
 files = [
     {file = "python_iso639-2025.11.16-py3-none-any.whl", hash = "sha256:65f6ac6c6d8e8207f6175f8bf7fff7db486c6dc5c1d8866c2b77d2a923370896"},
     {file = "python_iso639-2025.11.16.tar.gz", hash = "sha256:aabe941267898384415a509f5236d7cfc191198c84c5c6f73dac73d9783f5169"},
@@ -5189,7 +5200,7 @@ version = "0.4.27"
 description = "File type identification using libmagic"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
-groups = ["main"]
+groups = ["main", "dev", "prod", "prod-local"]
 files = [
     {file = "python-magic-0.4.27.tar.gz", hash = "sha256:c1ba14b08e4a5f5c31a302b7721239695b2f0f058d125bd5ce1ee36b9d9d3c3b"},
     {file = "python_magic-0.4.27-py2.py3-none-any.whl", hash = "sha256:c212960ad306f700aa0d01e5d7a325d20548ff97eb9920dcd29513174f0294d3"},
@@ -5201,7 +5212,7 @@ version = "0.0.20"
 description = "A streaming multipart parser for Python"
 optional = false
 python-versions = ">=3.8"
-groups = ["main"]
+groups = ["main", "dev", "prod", "prod-local"]
 files = [
     {file = "python_multipart-0.0.20-py3-none-any.whl", hash = "sha256:8a62d3a8335e06589fe01f2a3e178cdcc632f3fbe0d492ad9ee0ec35aab1f104"},
     {file = "python_multipart-0.0.20.tar.gz", hash = "sha256:8dd0cab45b8e23064ae09147625994d090fa46f5b0d1e13af944c331a7fa9d13"},
@@ -5213,7 +5224,7 @@ version = "0.0.2"
 description = "Extract attachments from Outlook .msg files."
 optional = false
 python-versions = ">=3.9"
-groups = ["main"]
+groups = ["main", "dev", "prod", "prod-local"]
 files = [
     {file = "python_oxmsg-0.0.2-py3-none-any.whl", hash = "sha256:22be29b14c46016bcd05e34abddfd8e05ee82082f53b82753d115da3fc7d0355"},
     {file = "python_oxmsg-0.0.2.tar.gz", hash = "sha256:a6aff4deb1b5975d44d49dab1d9384089ffeec819e19c6940bc7ffbc84775fad"},
@@ -5230,7 +5241,7 @@ version = "1.0.2"
 description = "Create, read, and update PowerPoint 2007+ (.pptx) files."
 optional = false
 python-versions = ">=3.8"
-groups = ["main"]
+groups = ["main", "dev", "prod", "prod-local"]
 files = [
     {file = "python_pptx-1.0.2-py3-none-any.whl", hash = "sha256:160838e0b8565a8b1f67947675886e9fea18aa5e795db7ae531606d68e785cba"},
     {file = "python_pptx-1.0.2.tar.gz", hash = "sha256:479a8af0eaf0f0d76b6f00b0887732874ad2e3188230315290cd1f9dd9cc7095"},
@@ -5248,7 +5259,7 @@ version = "0.3.0"
 description = "A Fast, spec compliant Python 3.14+ tokenizer that runs on older Pythons."
 optional = false
 python-versions = ">=3.8"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "pytokens-0.3.0-py3-none-any.whl", hash = "sha256:95b2b5eaf832e469d141a378872480ede3f251a5a5041b8ec6e581d3ac71bbf3"},
     {file = "pytokens-0.3.0.tar.gz", hash = "sha256:2f932b14ed08de5fcf0b391ace2642f858f1394c0857202959000b68ed7a458a"},
@@ -5263,7 +5274,7 @@ version = "2025.2"
 description = "World timezone definitions, modern and historical"
 optional = false
 python-versions = "*"
-groups = ["main"]
+groups = ["main", "dev", "prod", "prod-local"]
 files = [
     {file = "pytz-2025.2-py2.py3-none-any.whl", hash = "sha256:5ddf76296dd8c44c26eb8f4b6f35488f3ccbf6fbbd7adee0b7262d43f0ec2f00"},
     {file = "pytz-2025.2.tar.gz", hash = "sha256:360b9e3dbb49a209c21ad61809c7fb453643e048b38924c765813546746e81c3"},
@@ -5275,7 +5286,7 @@ version = "311"
 description = "Python for Window Extensions"
 optional = false
 python-versions = "*"
-groups = ["main"]
+groups = ["main", "dev", "prod", "prod-local"]
 markers = "platform_system == \"Windows\" or sys_platform == \"win32\""
 files = [
     {file = "pywin32-311-cp310-cp310-win32.whl", hash = "sha256:d03ff496d2a0cd4a5893504789d4a15399133fe82517455e78bad62efbb7f0a3"},
@@ -5306,7 +5317,7 @@ version = "6.0.3"
 description = "YAML parser and emitter for Python"
 optional = false
 python-versions = ">=3.8"
-groups = ["main", "dev"]
+groups = ["main", "dev", "lint", "prod", "prod-local"]
 files = [
     {file = "PyYAML-6.0.3-cp38-cp38-macosx_10_13_x86_64.whl", hash = "sha256:c2514fceb77bc5e7a2f7adfaa1feb2fb311607c9cb518dbc378688ec73d8292f"},
     {file = "PyYAML-6.0.3-cp38-cp38-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:9c57bb8c96f6d1808c030b1687b9b5fb476abaa47f0db9c0101f5e9f394e97f4"},
@@ -5389,7 +5400,7 @@ version = "3.14.3"
 description = "rapid fuzzy string matching"
 optional = false
 python-versions = ">=3.10"
-groups = ["main"]
+groups = ["main", "dev", "prod", "prod-local"]
 files = [
     {file = "rapidfuzz-3.14.3-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:b9fcd4d751a4fffa17aed1dde41647923c72c74af02459ad1222e3b0022da3a1"},
     {file = "rapidfuzz-3.14.3-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:4ad73afb688b36864a8d9b7344a9cf6da186c471e5790cbf541a635ee0f457f2"},
@@ -5485,7 +5496,7 @@ version = "3.4.2"
 description = "Awesome OCR Library"
 optional = false
 python-versions = "<4,>=3.6"
-groups = ["main"]
+groups = ["main", "dev", "prod", "prod-local"]
 files = [
     {file = "rapidocr-3.4.2-py3-none-any.whl", hash = "sha256:17845fa8cc9a20a935111e59482f2214598bba1547000cfd960d8924dd4522a5"},
 ]
@@ -5509,7 +5520,7 @@ version = "0.37.0"
 description = "JSON Referencing + Python"
 optional = false
 python-versions = ">=3.10"
-groups = ["main"]
+groups = ["main", "dev", "prod", "prod-local"]
 files = [
     {file = "referencing-0.37.0-py3-none-any.whl", hash = "sha256:381329a9f99628c9069361716891d34ad94af76e461dcb0335825aecc7692231"},
     {file = "referencing-0.37.0.tar.gz", hash = "sha256:44aefc3142c5b842538163acb373e24cce6632bd54bdb01b21ad5863489f50d8"},
@@ -5525,7 +5536,7 @@ version = "2025.11.3"
 description = "Alternative regular expression module, to replace re."
 optional = false
 python-versions = ">=3.9"
-groups = ["main"]
+groups = ["main", "dev", "prod", "prod-local"]
 files = [
     {file = "regex-2025.11.3-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:2b441a4ae2c8049106e8b39973bfbddfb25a179dda2bdb99b0eeb60c40a6a3af"},
     {file = "regex-2025.11.3-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:2fa2eed3f76677777345d2f81ee89f5de2f5745910e805f7af7386a920fa7313"},
@@ -5650,7 +5661,7 @@ version = "2.32.5"
 description = "Python HTTP for Humans."
 optional = false
 python-versions = ">=3.9"
-groups = ["main"]
+groups = ["main", "dev", "prod", "prod-local"]
 files = [
     {file = "requests-2.32.5-py3-none-any.whl", hash = "sha256:2462f94637a34fd532264295e186976db0f5d453d1cdd31473c85a6a161affb6"},
     {file = "requests-2.32.5.tar.gz", hash = "sha256:dbba0bac56e100853db0ea71b82b4dfd5fe2bf6d3754a8893c3af500cec7d7cf"},
@@ -5672,7 +5683,7 @@ version = "2.0.0"
 description = "OAuthlib authentication support for Requests."
 optional = false
 python-versions = ">=3.4"
-groups = ["main"]
+groups = ["main", "dev", "prod", "prod-local"]
 files = [
     {file = "requests-oauthlib-2.0.0.tar.gz", hash = "sha256:b3dffaebd884d8cd778494369603a9e7b58d29111bf6b41bdc2dcd87203af4e9"},
     {file = "requests_oauthlib-2.0.0-py2.py3-none-any.whl", hash = "sha256:7dd8a5c40426b779b0868c404bdef9768deccf22749cde15852df527e6269b36"},
@@ -5691,7 +5702,7 @@ version = "1.0.0"
 description = "A utility belt for advanced users of python-requests"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
-groups = ["main"]
+groups = ["main", "dev", "prod", "prod-local"]
 files = [
     {file = "requests-toolbelt-1.0.0.tar.gz", hash = "sha256:7681a0a3d047012b5bdc0ee37d7f8f07ebe76ab08caeccfc3921ce23c88d5bc6"},
     {file = "requests_toolbelt-1.0.0-py2.py3-none-any.whl", hash = "sha256:cccfdd665f0a24fcf4726e690f65639d272bb0637b9b92dfd91a5568ccf6bd06"},
@@ -5706,7 +5717,7 @@ version = "14.2.0"
 description = "Render rich text, tables, progress bars, syntax highlighting, markdown and more to the terminal"
 optional = false
 python-versions = ">=3.8.0"
-groups = ["main", "dev"]
+groups = ["main", "dev", "lint", "prod", "prod-local"]
 files = [
     {file = "rich-14.2.0-py3-none-any.whl", hash = "sha256:76bc51fe2e57d2b1be1f96c524b890b816e334ab4c1e45888799bfaab0021edd"},
     {file = "rich-14.2.0.tar.gz", hash = "sha256:73ff50c7c0c1c77c8243079283f4edb376f0f6442433aecb8ce7e6d0b92d1fe4"},
@@ -5725,7 +5736,7 @@ version = "0.29.0"
 description = "Python bindings to Rust's persistent data structures (rpds)"
 optional = false
 python-versions = ">=3.10"
-groups = ["main"]
+groups = ["main", "dev", "prod", "prod-local"]
 files = [
     {file = "rpds_py-0.29.0-cp310-cp310-macosx_10_12_x86_64.whl", hash = "sha256:4ae4b88c6617e1b9e5038ab3fccd7bac0842fdda2b703117b2aa99bc85379113"},
     {file = "rpds_py-0.29.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:7d9128ec9d8cecda6f044001fde4fb71ea7c24325336612ef8179091eb9596b9"},
@@ -5850,7 +5861,7 @@ version = "1.4.1"
 description = "R-Tree spatial index for Python GIS"
 optional = false
 python-versions = ">=3.9"
-groups = ["main"]
+groups = ["main", "dev", "prod", "prod-local"]
 files = [
     {file = "rtree-1.4.1-py3-none-macosx_10_9_x86_64.whl", hash = "sha256:d672184298527522d4914d8ae53bf76982b86ca420b0acde9298a7a87d81d4a4"},
     {file = "rtree-1.4.1-py3-none-macosx_11_0_arm64.whl", hash = "sha256:a7e48d805e12011c2cf739a29d6a60ae852fb1de9fc84220bbcef67e6e595d7d"},
@@ -5869,17 +5880,17 @@ version = "0.14.0"
 description = "An Amazon S3 Transfer Manager"
 optional = false
 python-versions = ">=3.9"
-groups = ["main"]
+groups = ["main", "dev", "prod", "prod-local"]
 files = [
     {file = "s3transfer-0.14.0-py3-none-any.whl", hash = "sha256:ea3b790c7077558ed1f02a3072fb3cb992bbbd253392f4b6e9e8976941c7d456"},
     {file = "s3transfer-0.14.0.tar.gz", hash = "sha256:eff12264e7c8b4985074ccce27a3b38a485bb7f7422cc8046fee9be4983e4125"},
 ]
 
 [package.dependencies]
-botocore = ">=1.37.4,<2.0a.0"
+botocore = ">=1.37.4,<2.0a0"
 
 [package.extras]
-crt = ["botocore[crt] (>=1.37.4,<2.0a.0)"]
+crt = ["botocore[crt] (>=1.37.4,<2.0a0)"]
 
 [[package]]
 name = "safetensors"
@@ -5887,7 +5898,7 @@ version = "0.6.2"
 description = ""
 optional = false
 python-versions = ">=3.9"
-groups = ["main"]
+groups = ["main", "dev", "prod", "prod-local"]
 files = [
     {file = "safetensors-0.6.2-cp38-abi3-macosx_10_12_x86_64.whl", hash = "sha256:9c85ede8ec58f120bad982ec47746981e210492a6db876882aa021446af8ffba"},
     {file = "safetensors-0.6.2-cp38-abi3-macosx_11_0_arm64.whl", hash = "sha256:d6675cf4b39c98dbd7d940598028f3742e0375a6b4d4277e76beb0c35f4b843b"},
@@ -5930,7 +5941,7 @@ version = "1.16.3"
 description = "Fundamental algorithms for scientific computing in Python"
 optional = false
 python-versions = ">=3.11"
-groups = ["main"]
+groups = ["main", "dev", "prod", "prod-local"]
 files = [
     {file = "scipy-1.16.3-cp311-cp311-macosx_10_14_x86_64.whl", hash = "sha256:40be6cf99e68b6c4321e9f8782e7d5ff8265af28ef2cd56e9c9b2638fa08ad97"},
     {file = "scipy-1.16.3-cp311-cp311-macosx_12_0_arm64.whl", hash = "sha256:8be1ca9170fcb6223cc7c27f4305d680ded114a1567c0bd2bfcbf947d1b17511"},
@@ -6009,7 +6020,7 @@ version = "2.2.2"
 description = "A fast and lightweight Python library for splitting text into semantically meaningful chunks."
 optional = false
 python-versions = ">=3.9"
-groups = ["main"]
+groups = ["main", "dev", "prod", "prod-local"]
 files = [
     {file = "semchunk-2.2.2-py3-none-any.whl", hash = "sha256:94ca19020c013c073abdfd06d79a7c13637b91738335f3b8cdb5655ee7cc94d2"},
     {file = "semchunk-2.2.2.tar.gz", hash = "sha256:940e89896e64eeb01de97ba60f51c8c7b96c6a3951dfcf574f25ce2146752f52"},
@@ -6021,14 +6032,14 @@ tqdm = "*"
 
 [[package]]
 name = "setuptools"
-version = "80.9.0"
+version = "80.8.0"
 description = "Easily download, build, install, upgrade, and uninstall Python packages"
 optional = false
 python-versions = ">=3.9"
-groups = ["main", "dev"]
+groups = ["main", "dev", "lint", "prod", "prod-local"]
 files = [
-    {file = "setuptools-80.9.0-py3-none-any.whl", hash = "sha256:062d34222ad13e0cc312a4c02d73f059e86a4acbfbdea8f8f76b28c99f306922"},
-    {file = "setuptools-80.9.0.tar.gz", hash = "sha256:f36b47402ecde768dbfafc46e8e4207b4360c654f1f3bb84475f0a28628fb19c"},
+    {file = "setuptools-80.8.0-py3-none-any.whl", hash = "sha256:95a60484590d24103af13b686121328cc2736bee85de8936383111e421b9edc0"},
+    {file = "setuptools-80.8.0.tar.gz", hash = "sha256:49f7af965996f26d43c8ae34539c8d99c5042fbff34302ea151eaa9c207cd257"},
 ]
 
 [package.extras]
@@ -6046,7 +6057,7 @@ version = "2.1.2"
 description = "Manipulation and analysis of geometric objects"
 optional = false
 python-versions = ">=3.10"
-groups = ["main"]
+groups = ["main", "dev", "prod", "prod-local"]
 files = [
     {file = "shapely-2.1.2-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:7ae48c236c0324b4e139bea88a306a04ca630f49be66741b340729d380d8f52f"},
     {file = "shapely-2.1.2-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:eba6710407f1daa8e7602c347dfc94adc02205ec27ed956346190d66579eb9ea"},
@@ -6120,7 +6131,7 @@ version = "1.5.4"
 description = "Tool to Detect Surrounding Shell"
 optional = false
 python-versions = ">=3.7"
-groups = ["main"]
+groups = ["main", "dev", "prod", "prod-local"]
 files = [
     {file = "shellingham-1.5.4-py2.py3-none-any.whl", hash = "sha256:7ecfff8f2fd72616f7481040475a65b2bf8af90a56c89140852d1120324e8686"},
     {file = "shellingham-1.5.4.tar.gz", hash = "sha256:8dbca0739d487e5bd35ab3ca4b36e11c4078f3a234bfce294b0a0291363404de"},
@@ -6132,7 +6143,7 @@ version = "1.17.0"
 description = "Python 2 and 3 compatibility utilities"
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,>=2.7"
-groups = ["main"]
+groups = ["main", "dev", "prod", "prod-local"]
 files = [
     {file = "six-1.17.0-py2.py3-none-any.whl", hash = "sha256:4721f391ed90541fddacab5acf947aa0d3dc7d27b2e1e8eda2be8970586c3274"},
     {file = "six-1.17.0.tar.gz", hash = "sha256:ff70335d468e7eb6ec65b95b99d3a2836546063f63acc5171de367e834932a81"},
@@ -6144,7 +6155,7 @@ version = "1.3.1"
 description = "Sniff out which async library your code is running under"
 optional = false
 python-versions = ">=3.7"
-groups = ["main", "tests"]
+groups = ["main", "dev", "prod", "prod-local", "test"]
 files = [
     {file = "sniffio-1.3.1-py3-none-any.whl", hash = "sha256:2f6da418d1f1e0fddd844478f41680e794e6051915791a034ff65e5f100525a2"},
     {file = "sniffio-1.3.1.tar.gz", hash = "sha256:f4324edc670a0f49750a81b895f35c3adb843cca46f0530f79fc1babb23789dc"},
@@ -6156,7 +6167,7 @@ version = "3.0.1"
 description = "This package provides 32 stemmers for 30 languages generated from Snowball algorithms."
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "snowballstemmer-3.0.1-py3-none-any.whl", hash = "sha256:6cd7b3897da8d6c9ffb968a6781fa6532dce9c3618a4b127d920dab764a19064"},
     {file = "snowballstemmer-3.0.1.tar.gz", hash = "sha256:6d5eeeec8e9f84d4d56b847692bacf79bc2c8e90c7f80ca4444ff8b6f2e52895"},
@@ -6168,7 +6179,7 @@ version = "2.8"
 description = "A modern CSS selector implementation for Beautiful Soup."
 optional = false
 python-versions = ">=3.9"
-groups = ["main"]
+groups = ["main", "dev", "prod", "prod-local"]
 files = [
     {file = "soupsieve-2.8-py3-none-any.whl", hash = "sha256:0cc76456a30e20f5d7f2e14a98a4ae2ee4e5abdc7c5ea0aafe795f344bc7984c"},
     {file = "soupsieve-2.8.tar.gz", hash = "sha256:e2dd4a40a628cb5f28f6d4b0db8800b8f581b65bb380b97de22ba5ca8d72572f"},
@@ -6180,7 +6191,7 @@ version = "3.14.3"
 description = "Library for performing speech recognition, with support for several engines and APIs, online and offline."
 optional = false
 python-versions = ">=3.9"
-groups = ["main"]
+groups = ["main", "dev", "prod", "prod-local"]
 files = [
     {file = "speechrecognition-3.14.3-py3-none-any.whl", hash = "sha256:1859fbb09ae23fa759200f5b0677307f1fb16e2c5c798f4259fcc41dd5399fe6"},
     {file = "speechrecognition-3.14.3.tar.gz", hash = "sha256:bdd2000a9897832b33095e33adfa48580787255706092e1346d1c6c36adae0a4"},
@@ -6208,7 +6219,7 @@ version = "2.0.44"
 description = "Database Abstraction Library"
 optional = false
 python-versions = ">=3.7"
-groups = ["main"]
+groups = ["main", "dev", "prod", "prod-local"]
 files = [
     {file = "SQLAlchemy-2.0.44-cp37-cp37m-macosx_10_9_x86_64.whl", hash = "sha256:471733aabb2e4848d609141a9e9d56a427c0a038f4abf65dd19d7a21fd563632"},
     {file = "SQLAlchemy-2.0.44-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:48bf7d383a35e668b984c805470518b635d48b95a3c57cb03f37eaa3551b5f9f"},
@@ -6304,7 +6315,7 @@ version = "3.13.0"
 description = "Standard library aifc redistribution. \"dead battery\"."
 optional = false
 python-versions = "*"
-groups = ["main"]
+groups = ["main", "dev", "prod", "prod-local"]
 files = [
     {file = "standard_aifc-3.13.0-py3-none-any.whl", hash = "sha256:f7ae09cc57de1224a0dd8e3eb8f73830be7c3d0bc485de4c1f82b4a7f645ac66"},
     {file = "standard_aifc-3.13.0.tar.gz", hash = "sha256:64e249c7cb4b3daf2fdba4e95721f811bde8bdfc43ad9f936589b7bb2fae2e43"},
@@ -6320,7 +6331,7 @@ version = "3.13.0"
 description = "Standard library chunk redistribution. \"dead battery\"."
 optional = false
 python-versions = "*"
-groups = ["main"]
+groups = ["main", "dev", "prod", "prod-local"]
 files = [
     {file = "standard_chunk-3.13.0-py3-none-any.whl", hash = "sha256:17880a26c285189c644bd5bd8f8ed2bdb795d216e3293e6dbe55bbd848e2982c"},
     {file = "standard_chunk-3.13.0.tar.gz", hash = "sha256:4ac345d37d7e686d2755e01836b8d98eda0d1a3ee90375e597ae43aaf064d654"},
@@ -6332,7 +6343,7 @@ version = "0.49.3"
 description = "The little ASGI library that shines."
 optional = false
 python-versions = ">=3.9"
-groups = ["main"]
+groups = ["main", "dev", "prod", "prod-local"]
 files = [
     {file = "starlette-0.49.3-py3-none-any.whl", hash = "sha256:b579b99715fdc2980cf88c8ec96d3bf1ce16f5a8051a7c2b84ef9b1cdecaea2f"},
     {file = "starlette-0.49.3.tar.gz", hash = "sha256:1c14546f299b5901a1ea0e34410575bc33bbd741377a10484a54445588d00284"},
@@ -6350,7 +6361,7 @@ version = "5.5.0"
 description = "Manage dynamic plugins for Python applications"
 optional = false
 python-versions = ">=3.9"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "stevedore-5.5.0-py3-none-any.whl", hash = "sha256:18363d4d268181e8e8452e71a38cd77630f345b2ef6b4a8d5614dac5ee0d18cf"},
     {file = "stevedore-5.5.0.tar.gz", hash = "sha256:d31496a4f4df9825e1a1e4f1f74d19abb0154aff311c3b376fcc89dae8fccd73"},
@@ -6362,7 +6373,7 @@ version = "1.14.0"
 description = "Computer algebra system (CAS) in Python"
 optional = false
 python-versions = ">=3.9"
-groups = ["main"]
+groups = ["main", "dev", "prod", "prod-local"]
 files = [
     {file = "sympy-1.14.0-py3-none-any.whl", hash = "sha256:e091cc3e99d2141a0ba2847328f5479b05d94a6635cb96148ccb3f34671bd8f5"},
     {file = "sympy-1.14.0.tar.gz", hash = "sha256:d3d3fe8df1e5a0b42f0e7bdf50541697dbe7d23746e894990c030e2b05e72517"},
@@ -6380,7 +6391,7 @@ version = "0.9.0"
 description = "Pretty-print tabular data"
 optional = false
 python-versions = ">=3.7"
-groups = ["main"]
+groups = ["main", "dev", "prod", "prod-local"]
 files = [
     {file = "tabulate-0.9.0-py3-none-any.whl", hash = "sha256:024ca478df22e9340661486f85298cff5f6dcdba14f3813e8830015b9ed1948f"},
     {file = "tabulate-0.9.0.tar.gz", hash = "sha256:0095b12bf5966de529c0feb1fa08671671b3368eec77d7ef7ab114be2c068b3c"},
@@ -6395,7 +6406,7 @@ version = "9.1.2"
 description = "Retry code until it succeeds"
 optional = false
 python-versions = ">=3.9"
-groups = ["main"]
+groups = ["main", "dev", "prod", "prod-local"]
 files = [
     {file = "tenacity-9.1.2-py3-none-any.whl", hash = "sha256:f77bf36710d8b73a50b2dd155c97b870017ad21afe6ab300326b0371b3b05138"},
     {file = "tenacity-9.1.2.tar.gz", hash = "sha256:1169d376c297e7de388d18b4481760d478b0e99a777cad3a9c86e556f4b697cb"},
@@ -6411,7 +6422,7 @@ version = "2.9.1"
 description = "A simple, Pillow-friendly, Python wrapper around tesseract-ocr API using Cython"
 optional = false
 python-versions = ">=3.9"
-groups = ["main"]
+groups = ["main", "dev", "prod", "prod-local"]
 files = [
     {file = "tesserocr-2.9.1-cp310-cp310-macosx_13_0_x86_64.whl", hash = "sha256:a39295b23ab33adf5d55335f9784ed6def0018bd7012973d1296175d0edebfcd"},
     {file = "tesserocr-2.9.1-cp310-cp310-macosx_15_0_arm64.whl", hash = "sha256:289be456c3b474f1b4dfa3fef33482c6d28fb6077859b3359eaf0907ff7d8ed3"},
@@ -6457,7 +6468,7 @@ version = "0.22.1"
 description = ""
 optional = false
 python-versions = ">=3.9"
-groups = ["main"]
+groups = ["main", "dev", "prod", "prod-local"]
 files = [
     {file = "tokenizers-0.22.1-cp39-abi3-macosx_10_12_x86_64.whl", hash = "sha256:59fdb013df17455e5f950b4b834a7b3ee2e0271e6378ccb33aa74d178b513c73"},
     {file = "tokenizers-0.22.1-cp39-abi3-macosx_11_0_arm64.whl", hash = "sha256:8d4e484f7b0827021ac5f9f71d4794aaef62b979ab7608593da22b1d2e3c4edc"},
@@ -6490,7 +6501,7 @@ version = "2.9.1+cpu"
 description = "Tensors and Dynamic neural networks in Python with strong GPU acceleration"
 optional = false
 python-versions = ">=3.10"
-groups = ["main"]
+groups = ["main", "dev", "prod", "prod-local"]
 files = [
     {file = "torch-2.9.1+cpu-cp310-cp310-manylinux_2_28_aarch64.whl", hash = "sha256:10866c8a48c4aa5ae3f48538dc8a055b99c57d9c6af2bf5dd715374d9d6ddca3"},
     {file = "torch-2.9.1+cpu-cp310-cp310-manylinux_2_28_x86_64.whl", hash = "sha256:7210713b66943fdbfcc237b2e782871b649123ac5d29f548ce8c85be4223ab38"},
@@ -6543,7 +6554,7 @@ version = "0.24.1+cpu"
 description = "image and video datasets and models for torch deep learning"
 optional = false
 python-versions = ">=3.10"
-groups = ["main"]
+groups = ["main", "dev", "prod", "prod-local"]
 files = [
     {file = "torchvision-0.24.1+cpu-cp310-cp310-manylinux_2_28_x86_64.whl", hash = "sha256:c98e219150beaab521c684cfd5c9ba1b6e80794ca851e60e784bd7f368889961"},
     {file = "torchvision-0.24.1+cpu-cp310-cp310-win_amd64.whl", hash = "sha256:f95c3bd0f65b01224f46142536cc02607ce32ef5e905d0c9eb210fa8cc23f522"},
@@ -6581,7 +6592,7 @@ version = "4.67.1"
 description = "Fast, Extensible Progress Meter"
 optional = false
 python-versions = ">=3.7"
-groups = ["main"]
+groups = ["main", "dev", "prod", "prod-local"]
 files = [
     {file = "tqdm-4.67.1-py3-none-any.whl", hash = "sha256:26445eca388f82e72884e0d580d5464cd801a3ea01e63e5601bdff9ba6a48de2"},
     {file = "tqdm-4.67.1.tar.gz", hash = "sha256:f8aef9c52c08c13a65f30ea34f4e5aac3fd1a34959879d7e59e63027286627f2"},
@@ -6603,7 +6614,7 @@ version = "4.57.1"
 description = "State-of-the-art Machine Learning for JAX, PyTorch and TensorFlow"
 optional = false
 python-versions = ">=3.9.0"
-groups = ["main"]
+groups = ["main", "dev", "prod", "prod-local"]
 files = [
     {file = "transformers-4.57.1-py3-none-any.whl", hash = "sha256:b10d05da8fa67dc41644dbbf9bc45a44cb86ae33da6f9295f5fbf5b7890bd267"},
     {file = "transformers-4.57.1.tar.gz", hash = "sha256:f06c837959196c75039809636cd964b959f6604b75b8eeec6fdfc0440b89cc55"},
@@ -6678,7 +6689,7 @@ version = "0.25.2"
 description = "Python bindings to the Tree-sitter parsing library"
 optional = false
 python-versions = ">=3.10"
-groups = ["main"]
+groups = ["main", "dev", "prod", "prod-local"]
 files = [
     {file = "tree-sitter-0.25.2.tar.gz", hash = "sha256:fe43c158555da46723b28b52e058ad444195afd1db3ca7720c59a254544e9c20"},
     {file = "tree_sitter-0.25.2-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:72a510931c3c25f134aac2daf4eb4feca99ffe37a35896d7150e50ac3eee06c7"},
@@ -6728,7 +6739,7 @@ version = "0.24.1"
 description = "C grammar for tree-sitter"
 optional = false
 python-versions = ">=3.10"
-groups = ["main"]
+groups = ["main", "dev", "prod", "prod-local"]
 files = [
     {file = "tree_sitter_c-0.24.1-cp310-abi3-macosx_10_9_x86_64.whl", hash = "sha256:9c06ac26a1efdcc8b26a8a6970fbc6997c4071857359e5837d4c42892d45fe1e"},
     {file = "tree_sitter_c-0.24.1-cp310-abi3-macosx_11_0_arm64.whl", hash = "sha256:942bcd7cbecd810dcf7ca6f8f834391ebf0771a89479646d891ba4ca2fdfdc88"},
@@ -6749,7 +6760,7 @@ version = "0.23.5"
 description = "Java grammar for tree-sitter"
 optional = false
 python-versions = ">=3.9"
-groups = ["main"]
+groups = ["main", "dev", "prod", "prod-local"]
 files = [
     {file = "tree_sitter_java-0.23.5-cp39-abi3-macosx_10_9_x86_64.whl", hash = "sha256:355ce0308672d6f7013ec913dee4a0613666f4cda9044a7824240d17f38209df"},
     {file = "tree_sitter_java-0.23.5-cp39-abi3-macosx_11_0_arm64.whl", hash = "sha256:24acd59c4720dedad80d548fe4237e43ef2b7a4e94c8549b0ca6e4c4d7bf6e69"},
@@ -6770,7 +6781,7 @@ version = "0.25.0"
 description = "JavaScript grammar for tree-sitter"
 optional = false
 python-versions = ">=3.10"
-groups = ["main"]
+groups = ["main", "dev", "prod", "prod-local"]
 files = [
     {file = "tree_sitter_javascript-0.25.0-cp310-abi3-macosx_10_9_x86_64.whl", hash = "sha256:b70f887fb269d6e58c349d683f59fa647140c410cfe2bee44a883b20ec92e3dc"},
     {file = "tree_sitter_javascript-0.25.0-cp310-abi3-macosx_11_0_arm64.whl", hash = "sha256:8264a996b8845cfce06965152a013b5d9cbb7d199bc3503e12b5682e62bb1de1"},
@@ -6792,7 +6803,7 @@ version = "0.25.0"
 description = "Python grammar for tree-sitter"
 optional = false
 python-versions = ">=3.10"
-groups = ["main"]
+groups = ["main", "dev", "prod", "prod-local"]
 files = [
     {file = "tree_sitter_python-0.25.0-cp310-abi3-macosx_10_9_x86_64.whl", hash = "sha256:14a79a47ddef72f987d5a2c122d148a812169d7484ff5c75a3db9609d419f361"},
     {file = "tree_sitter_python-0.25.0-cp310-abi3-macosx_11_0_arm64.whl", hash = "sha256:480c21dbd995b7fe44813e741d71fed10ba695e7caab627fb034e3828469d762"},
@@ -6814,7 +6825,7 @@ version = "0.23.2"
 description = "TypeScript and TSX grammars for tree-sitter"
 optional = false
 python-versions = ">=3.9"
-groups = ["main"]
+groups = ["main", "dev", "prod", "prod-local"]
 files = [
     {file = "tree_sitter_typescript-0.23.2-cp39-abi3-macosx_10_9_x86_64.whl", hash = "sha256:3cd752d70d8e5371fdac6a9a4df9d8924b63b6998d268586f7d374c9fba2a478"},
     {file = "tree_sitter_typescript-0.23.2-cp39-abi3-macosx_11_0_arm64.whl", hash = "sha256:c7cc1b0ff5d91bac863b0e38b1578d5505e718156c9db577c8baea2557f66de8"},
@@ -6835,7 +6846,7 @@ version = "0.19.2"
 description = "Typer, build great CLIs. Easy to code. Based on Python type hints."
 optional = false
 python-versions = ">=3.8"
-groups = ["main"]
+groups = ["main", "dev", "prod", "prod-local"]
 files = [
     {file = "typer-0.19.2-py3-none-any.whl", hash = "sha256:755e7e19670ffad8283db353267cb81ef252f595aa6834a0d1ca9312d9326cb9"},
     {file = "typer-0.19.2.tar.gz", hash = "sha256:9ad824308ded0ad06cc716434705f691d4ee0bfd0fb081839d2e426860e7fdca"},
@@ -6853,7 +6864,7 @@ version = "4.15.0"
 description = "Backported and Experimental Type Hints for Python 3.9+"
 optional = false
 python-versions = ">=3.9"
-groups = ["main"]
+groups = ["main", "dev", "prod", "prod-local"]
 files = [
     {file = "typing_extensions-4.15.0-py3-none-any.whl", hash = "sha256:f0fa19c6845758ab08074a0cfa8b7aecb71c999ca73d62883bc25cc018c4e548"},
     {file = "typing_extensions-4.15.0.tar.gz", hash = "sha256:0cea48d173cc12fa28ecabc3b837ea3cf6f38c6d1136f85cbaaf598984861466"},
@@ -6865,7 +6876,7 @@ version = "0.9.0"
 description = "Runtime inspection utilities for typing module."
 optional = false
 python-versions = "*"
-groups = ["main"]
+groups = ["main", "dev", "prod", "prod-local"]
 files = [
     {file = "typing_inspect-0.9.0-py3-none-any.whl", hash = "sha256:9ee6fc59062311ef8547596ab6b955e1b8aa46242d854bfc78f4f6b0eff35f9f"},
     {file = "typing_inspect-0.9.0.tar.gz", hash = "sha256:b23fc42ff6f6ef6954e4852c1fb512cdd18dbea03134f91f856a95ccc9461f78"},
@@ -6881,7 +6892,7 @@ version = "0.4.2"
 description = "Runtime typing introspection tools"
 optional = false
 python-versions = ">=3.9"
-groups = ["main"]
+groups = ["main", "dev", "prod", "prod-local"]
 files = [
     {file = "typing_inspection-0.4.2-py3-none-any.whl", hash = "sha256:4ed1cacbdc298c220f1bd249ed5287caa16f34d44ef4e9c3d0cbad5b521545e7"},
     {file = "typing_inspection-0.4.2.tar.gz", hash = "sha256:ba561c48a67c5958007083d386c3295464928b01faa735ab8547c5692e87f464"},
@@ -6896,7 +6907,7 @@ version = "2025.2"
 description = "Provider of IANA time zone data"
 optional = false
 python-versions = ">=2"
-groups = ["main"]
+groups = ["main", "dev", "prod", "prod-local"]
 files = [
     {file = "tzdata-2025.2-py2.py3-none-any.whl", hash = "sha256:1a403fada01ff9221ca8044d701868fa132215d84beb92242d9acd2147f667a8"},
     {file = "tzdata-2025.2.tar.gz", hash = "sha256:b60a638fcc0daffadf82fe0f57e53d06bdec2f36c4df66280ae79bce6bd6f2b9"},
@@ -6908,7 +6919,7 @@ version = "0.18.15"
 description = "A library that prepares raw documents for downstream ML tasks."
 optional = false
 python-versions = ">=3.10.0"
-groups = ["main"]
+groups = ["main", "dev", "prod", "prod-local"]
 files = [
     {file = "unstructured-0.18.15-py3-none-any.whl", hash = "sha256:f05b1defcbe8190319d30da8adddbb888f74bf8ec7f65886867d7dca41d67ad0"},
     {file = "unstructured-0.18.15.tar.gz", hash = "sha256:81d8481280a4ac5cefe74bdb6db3687e8f240d5643706f86728eac39549112b5"},
@@ -6966,7 +6977,7 @@ version = "0.42.3"
 description = "Python Client SDK for Unstructured API"
 optional = false
 python-versions = ">=3.9.2"
-groups = ["main"]
+groups = ["main", "dev", "prod", "prod-local"]
 files = [
     {file = "unstructured_client-0.42.3-py3-none-any.whl", hash = "sha256:14e9a6a44ed58c64bacd32c62d71db19bf9c2f2b46a2401830a8dfff48249d39"},
     {file = "unstructured_client-0.42.3.tar.gz", hash = "sha256:a568d8b281fafdf452647d874060cd0647e33e4a19e811b4db821eb1f3051163"},
@@ -6987,7 +6998,7 @@ version = "2.6.2"
 description = "HTTP library with thread-safe connection pooling, file post, and more."
 optional = false
 python-versions = ">=3.9"
-groups = ["main"]
+groups = ["main", "dev", "prod", "prod-local"]
 files = [
     {file = "urllib3-2.6.2-py3-none-any.whl", hash = "sha256:ec21cddfe7724fc7cb4ba4bea7aa8e2ef36f607a4bab81aa6ce42a13dc3f03dd"},
     {file = "urllib3-2.6.2.tar.gz", hash = "sha256:016f9c98bb7e98085cb2b4b17b87d2c702975664e4f060c6532e64d1c1a5e797"},
@@ -7005,7 +7016,7 @@ version = "0.12.0"
 description = "Drop-in replacement for Python UUID with bindings in Rust"
 optional = false
 python-versions = ">=3.9"
-groups = ["main"]
+groups = ["main", "dev", "prod", "prod-local"]
 files = [
     {file = "uuid_utils-0.12.0-cp39-abi3-macosx_10_12_x86_64.macosx_11_0_arm64.macosx_10_12_universal2.whl", hash = "sha256:3b9b30707659292f207b98f294b0e081f6d77e1fbc760ba5b41331a39045f514"},
     {file = "uuid_utils-0.12.0-cp39-abi3-macosx_10_12_x86_64.whl", hash = "sha256:add3d820c7ec14ed37317375bea30249699c5d08ff4ae4dbee9fc9bce3bfbf65"},
@@ -7037,7 +7048,7 @@ version = "0.37.0"
 description = "The lightning-fast ASGI server."
 optional = false
 python-versions = ">=3.9"
-groups = ["main"]
+groups = ["main", "dev", "prod", "prod-local"]
 files = [
     {file = "uvicorn-0.37.0-py3-none-any.whl", hash = "sha256:913b2b88672343739927ce381ff9e2ad62541f9f8289664fa1d1d3803fa2ce6c"},
     {file = "uvicorn-0.37.0.tar.gz", hash = "sha256:4115c8add6d3fd536c8ee77f0e14a7fd2ebba939fed9b02583a97f80648f9e13"},
@@ -7056,7 +7067,7 @@ version = "0.5.1"
 description = "Character encoding aliases for legacy web content"
 optional = false
 python-versions = "*"
-groups = ["main"]
+groups = ["main", "dev", "prod", "prod-local"]
 files = [
     {file = "webencodings-0.5.1-py2.py3-none-any.whl", hash = "sha256:a0af1213f3c2226497a97e2b3aa01a7e4bee4f403f95be16fc9acd2947514a78"},
     {file = "webencodings-0.5.1.tar.gz", hash = "sha256:b36a1c245f2d304965eb4e0a82848379241dc04b865afcc4aab16748587e1923"},
@@ -7068,7 +7079,7 @@ version = "0.45.1"
 description = "A built-package format for Python"
 optional = false
 python-versions = ">=3.8"
-groups = ["main"]
+groups = ["main", "dev", "prod", "prod-local"]
 files = [
     {file = "wheel-0.45.1-py3-none-any.whl", hash = "sha256:708e7481cc80179af0e556bbf0cc00b8444c7321e2700b8d8580231d13017248"},
     {file = "wheel-0.45.1.tar.gz", hash = "sha256:661e1abd9198507b1409a20c02106d9670b2576e916d58f520316666abca6729"},
@@ -7083,7 +7094,7 @@ version = "2.0.1"
 description = "Module for decorators, wrappers and monkey patching."
 optional = false
 python-versions = ">=3.8"
-groups = ["main"]
+groups = ["main", "dev", "prod", "prod-local"]
 files = [
     {file = "wrapt-2.0.1-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:64b103acdaa53b7caf409e8d45d39a8442fe6dcfec6ba3f3d141e0cc2b5b4dbd"},
     {file = "wrapt-2.0.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:91bcc576260a274b169c3098e9a3519fb01f2989f6d3d386ef9cbf8653de1374"},
@@ -7203,7 +7214,7 @@ version = "2.0.2"
 description = "Library for developers to extract data from Microsoft Excel (tm) .xls spreadsheet files"
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,>=2.7"
-groups = ["main"]
+groups = ["main", "dev", "prod", "prod-local"]
 files = [
     {file = "xlrd-2.0.2-py2.py3-none-any.whl", hash = "sha256:ea762c3d29f4cca48d82df517b6d89fbce4db3107f9d78713e48cd321d5c9aa9"},
     {file = "xlrd-2.0.2.tar.gz", hash = "sha256:08b5e25de58f21ce71dc7db3b3b8106c1fa776f3024c54e45b45b374e89234c9"},
@@ -7220,7 +7231,7 @@ version = "3.2.9"
 description = "A Python module for creating Excel XLSX files."
 optional = false
 python-versions = ">=3.8"
-groups = ["main"]
+groups = ["main", "dev", "prod", "prod-local"]
 files = [
     {file = "xlsxwriter-3.2.9-py3-none-any.whl", hash = "sha256:9a5db42bc5dff014806c58a20b9eae7322a134abb6fce3c92c181bfb275ec5b3"},
     {file = "xlsxwriter-3.2.9.tar.gz", hash = "sha256:254b1c37a368c444eac6e2f867405cc9e461b0ed97a3233b2ac1e574efb4140c"},
@@ -7232,7 +7243,7 @@ version = "3.6.0"
 description = "Python binding for xxHash"
 optional = false
 python-versions = ">=3.7"
-groups = ["main"]
+groups = ["main", "dev", "prod", "prod-local"]
 files = [
     {file = "xxhash-3.6.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:87ff03d7e35c61435976554477a7f4cd1704c3596a89a8300d5ce7fc83874a71"},
     {file = "xxhash-3.6.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:f572dfd3d0e2eb1a57511831cf6341242f5a9f8298a45862d085f5b93394a27d"},
@@ -7382,7 +7393,7 @@ version = "1.22.0"
 description = "Yet another URL library"
 optional = false
 python-versions = ">=3.9"
-groups = ["main"]
+groups = ["main", "dev", "prod", "prod-local"]
 files = [
     {file = "yarl-1.22.0-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:c7bd6683587567e5a49ee6e336e0612bec8329be1b7d4c8af5687dcdeb67ee1e"},
     {file = "yarl-1.22.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:5cdac20da754f3a723cceea5b3448e1a2074866406adeb4ef35b469d089adb8f"},
@@ -7527,7 +7538,7 @@ version = "1.0.3"
 description = "This is an python API which allows you to get the transcripts/subtitles for a given YouTube video. It also works for automatically generated subtitles, supports translating subtitles and it does not require a headless browser, like other selenium based solutions do!"
 optional = false
 python-versions = "<3.14,>=3.8"
-groups = ["main"]
+groups = ["main", "dev", "prod", "prod-local"]
 files = [
     {file = "youtube_transcript_api-1.0.3-py3-none-any.whl", hash = "sha256:d1874e57de65cf14c9d7d09b2b37c814d6287fa0e770d4922c4cd32a5b3f6c47"},
     {file = "youtube_transcript_api-1.0.3.tar.gz", hash = "sha256:902baf90e7840a42e1e148335e09fe5575dbff64c81414957aea7038e8a4db46"},
@@ -7543,7 +7554,7 @@ version = "0.25.0"
 description = "Zstandard bindings for Python"
 optional = false
 python-versions = ">=3.9"
-groups = ["main"]
+groups = ["main", "dev", "prod", "prod-local"]
 files = [
     {file = "zstandard-0.25.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:e59fdc271772f6686e01e1b3b74537259800f57e24280be3f29c8a0deb1904dd"},
     {file = "zstandard-0.25.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:4d441506e9b372386a5271c64125f72d5df6d2a8e8a2a45a0ae09b03cb781ef7"},
@@ -7647,9 +7658,9 @@ files = [
 ]
 
 [package.extras]
-cffi = ["cffi (>=1.17,<2.0) ; platform_python_implementation != \"PyPy\" and python_version < \"3.14\"", "cffi (>=2.0.0b) ; platform_python_implementation != \"PyPy\" and python_version >= \"3.14\""]
+cffi = ["cffi (>=1.17,<2.0) ; platform_python_implementation != \"PyPy\" and python_version < \"3.14\"", "cffi (>=2.0.0b0) ; platform_python_implementation != \"PyPy\" and python_version >= \"3.14\""]
 
 [metadata]
 lock-version = "2.1"
 python-versions = ">=3.13,<3.14"
-content-hash = "3e67a3482d50d469ec64d075e9076b7f1e98c4d61bdea12b3abc79fdfd970c68"
+content-hash = "7cdb64d90c9f774e013250ad53114c3bbc46c2ee6c99ad05e7586ed9a891aa76"
diff --git a/services/document-extractor/pyproject.toml b/services/document-extractor/pyproject.toml
index 7159c66d..2fda8a24 100644
--- a/services/document-extractor/pyproject.toml
+++ b/services/document-extractor/pyproject.toml
@@ -13,8 +13,9 @@ multiline-quotes = '"""'
 dictionaries = ["en_US", "python", "technical", "pandas"]
 ban-relative-imports = true
 per-file-ignores = """
-  ./tests/*: S101,
+  ./tests/*: S101,D100,D103,D104,
   **/__init__.py: D104,
+  ./main.py: D100,
 """
 
 [tool.black]
@@ -66,13 +67,16 @@ extractor-api-lib = {path = "../../libs/extractor-api-lib", develop = true}
 torch = { version = "^2.9.0+cpu", source = "pytorch_cpu" }
 torchvision = { version = "^0.24.1+cpu", source = "pytorch_cpu" }
 
-[tool.poetry.group.dev.dependencies]
-flake8 = "^7.2.0"
+[tool.poetry.group.test.dependencies]
 pytest = "^8.0.1"
+coverage = "^7.8.0"
+httpx = "^0.28.1"
+
+[tool.poetry.group.lint.dependencies]
+flake8 = "^7.2.0"
 black = "^25.1.0"
 flake8-black = "^0.4.0"
 flake8-pyproject = "^1.2.3"
-coverage = "^7.8.0"
 flake8-quotes = "^3.4.0"
 flake8-return = "^1.2.0"
 flake8-annotations-complexity = "^0.1.0"
@@ -93,14 +97,29 @@ flake8-tidy-imports = "^4.10.0"
 flake8-logging-format = "^2024.24.12"
 flake8-docstrings = "^1.7.0"
 
-[tool.poetry.group.tests.dependencies]
-httpx = "^0.28.1"
+[tool.poetry.group.dev.dependencies]
+debugpy = "^1.8.14"
+extractor-api-lib = {path = "../../libs/extractor-api-lib", develop = true}
 
 [build-system]
 requires = ["poetry-core"]
 build-backend = "poetry.core.masonry.api"
 
+# Prefer PyPI, then TestPyPI as fallback for internal libs
+[[tool.poetry.source]]
+name = "testpypi"
+url = "https://test.pypi.org/simple/"
+priority = "supplemental"
+
 [[tool.poetry.source]]
 name = "pytorch_cpu"
 url = "https://download.pytorch.org/whl/cpu"
 priority = "explicit"
+
+[tool.poetry.group.prod.dependencies]
+# Try PyPI first, then TestPyPI automatically due to supplemental priority
+extractor-api-lib = "==3.4.0"
+
+[tool.poetry.group.prod-local.dependencies]
+# Use local path for Tilt/development with production Dockerfile
+extractor-api-lib = {path = "../../libs/extractor-api-lib"}
diff --git a/services/frontend/.env.development b/services/frontend/.env.development
index ef0a99b0..c8f6437a 100644
--- a/services/frontend/.env.development
+++ b/services/frontend/.env.development
@@ -4,3 +4,4 @@ VITE_CHAT_URL=VITE_CHAT_URL
 VITE_AUTH_USERNAME=VITE_AUTH_USERNAME
 VITE_AUTH_PASSWORD=VITE_AUTH_PASSWORD
 VITE_CHAT_AUTH_ENABLED=VITE_CHAT_AUTH_ENABLED
+VITE_BOT_NAME=Charles
diff --git a/services/frontend/.gitignore b/services/frontend/.gitignore
index 45a6c82c..1e321491 100644
--- a/services/frontend/.gitignore
+++ b/services/frontend/.gitignore
@@ -6,6 +6,8 @@ tmp
 /out-tsc
 **/.npm-cache
 
+**/.npm-cache
+
 # dependencies
 node_modules
 
@@ -38,4 +40,4 @@ testem.log
 .DS_Store
 Thumbs.db
 
-.nx/cache
+.nx/
diff --git a/services/frontend/README.md b/services/frontend/README.md
index 5bf67b2b..10e0f806 100644
--- a/services/frontend/README.md
+++ b/services/frontend/README.md
@@ -15,14 +15,14 @@
 ## Introduction
 
 This repository contains the frontend applications built using Vue 3 within an NX monorepo architecture.
-Seperated in 2 appilcations `chat-app` and `admin-app`
+Separated into two applications: `chat-app` and `admin-app`.
 
 ## How to run it
 
 ### Prepare
 
-- Node : Version >22.12.0
-- Fomatter : Vue-Official & Basic Ts formatter
+- Node: >=18.0.0 (see `package.json` engines)
+- Formatter: Vue-Official & Basic TS formatter
 
 Install all dependencies for both apps
 ```shell
@@ -34,11 +34,11 @@ npm install
 To serve one of the application, you can run this command at the root of your workspace.
 
 ```shell
-// runs the chat app on http://localhost:4200
-npx nx serve chat-app:serve
+# runs the chat app on http://localhost:4200
+npm run chat:serve
 
-// runs the admin app on http://localhost:4300
-npx nx serve admin-app:serve
+# runs the admin app on http://localhost:4300
+npm run admin:serve
 ```
 
 ### Live updates with Tilt
@@ -66,7 +66,7 @@ npm run test
 - **vue-i18n**: Internationalization
 - **vue-router**: Routing
 - **daisyUI**: Tailwind based CSS framework
-- **heroicons**: Hand-crafted SVG icons (by Tailwind CSS)
+- **@sit-onyx/icons**: Icon set (used via `OnyxIcon`)
 - **cypress**: End-to-end testing framework
 - **vite**: Local development server
 
@@ -80,7 +80,7 @@ npm run test
 
 ## Theming
 
-To change the theme, open the `tailwind.config.js` file and refer to the available color configuration options for DaisyUI at https://daisyui.com/docs/colors/
+To change the theme, edit `libs/ui-styles/src/tailwind.css` (Tailwind v4 + daisyUI v5 via CSS `@plugin` blocks).
 
 ## Environment variables
 
@@ -89,6 +89,11 @@ To change the theme, open the `tailwind.config.js` file and refer to the availab
 - VITE_ADMIN_URL = The URL where the admin frontend is running
 - VITE_CHAT_URL = The URL where the chat frontend is running
 
+### Authentication
+- VITE_AUTH_USERNAME = Basic auth username used by the frontend
+- VITE_AUTH_PASSWORD = Basic auth password used by the frontend
+- VITE_CHAT_AUTH_ENABLED = Enable the auth prompt in the chat app (true/false)
+
 ### UI Customization
 - VITE_BOT_NAME = The AI assistant's display name (default: "Knowledge Agent")
 - VITE_UI_LOGO_PATH = Common path to the main navigation logo (fallback for both light/dark, default: "/assets/navigation-logo.svg")
@@ -101,14 +106,14 @@ For detailed UI customization instructions, see [UI Customization Guide](../../d
 
 > Important:
 >
-> The environment variables are not used after the docker-image is build.
-> When using the `Dockerfile` to run the frontend you have to copy the build frontend from `/app/frontend` to `/usr/share/nginx/html` and run the `/app/env.sh` script.
+> Vite `VITE_*` env vars are build-time by default. The provided Docker images (see `apps/chat-app/Dockerfile` and `apps/admin-app/Dockerfile`) use placeholder replacement at runtime via `env.sh`.
+> To apply runtime env vars, copy the built files from `/app/frontend` to `/usr/share/nginx/html` and run `/app/env.sh` before nginx serves the files.
 >
 > This can be done with the following command:
 >
 > ```bash
 > cp -r /app/frontend/. /usr/share/nginx/html
-> /bin/sh -c /app/env.sh
+> /bin/sh /app/env.sh
 > ```
 >
 > This is a workaround for the inability of Vite to use env-vars at runtime.
diff --git a/services/frontend/apps/admin-app/Dockerfile b/services/frontend/apps/admin-app/Dockerfile
index cfaae0b0..4a0ea08e 100644
--- a/services/frontend/apps/admin-app/Dockerfile
+++ b/services/frontend/apps/admin-app/Dockerfile
@@ -1,4 +1,4 @@
-FROM --platform=linux/amd64 node:24-slim as builder
+FROM node:22-slim as builder
 
 WORKDIR /usr/src/app
 
@@ -10,7 +10,7 @@ COPY ./services/frontend .
 
 RUN npm run admin:build
 
-FROM --platform=linux/amd64 nginx:alpine3.20-slim
+FROM nginx:alpine3.20-slim
 
 WORKDIR /app
 
@@ -18,8 +18,6 @@ COPY --from=builder /usr/src/app/dist/apps/admin-app /app/frontend
 COPY --from=builder /usr/src/app/dist/libs /app/frontend/libs
 
 COPY ./services/frontend/default.nginx.conf /etc/nginx/conf.d/default.conf
-
-
 COPY ./services/frontend/env.sh /app/env.sh
 
 EXPOSE 8080
diff --git a/services/frontend/apps/admin-app/index.html b/services/frontend/apps/admin-app/index.html
index 68313f90..4141a19f 100644
--- a/services/frontend/apps/admin-app/index.html
+++ b/services/frontend/apps/admin-app/index.html
@@ -2,10 +2,10 @@
 <html lang="en">
   <head>
     <meta charset="utf-8" />
-    <title>rag - Administration</title>
+    <title>RAG - Administration</title>
 
     <meta name="viewport" content="width=device-width, initial-scale=1" />
-    <link rel="icon" type="image/x-icon" href="./favicon.ico" />
+    <link rel="icon" type="image/svg+xml" href="./favicon.svg" />
   </head>
   <body>
     <div id="app"></div>
diff --git a/services/frontend/apps/admin-app/project.json b/services/frontend/apps/admin-app/project.json
index 7ca0e1c9..227dc06a 100644
--- a/services/frontend/apps/admin-app/project.json
+++ b/services/frontend/apps/admin-app/project.json
@@ -12,7 +12,7 @@
       "defaultConfiguration": "production",
       "options": {
         "outputPath": "dist/apps/admin-app",
-        "configFile": "apps/admin-app/vite.config.mts"
+        "configFile": "apps/admin-app/vite.config.ts"
       },
       "configurations": {
         "development": {
@@ -28,7 +28,7 @@
       "defaultConfiguration": "development",
       "options": {
         "buildTarget": "admin-app:build",
-        "configFile": "apps/admin-app/vite.config.mts"
+        "configFile": "apps/admin-app/vite.config.ts"
       },
       "configurations": {
         "development": {
diff --git a/services/frontend/apps/admin-app/public/assets/sub-header-left-logo.svg b/services/frontend/apps/admin-app/public/assets/sub-header-left-logo.svg
deleted file mode 100644
index 4e0f47f5..00000000
--- a/services/frontend/apps/admin-app/public/assets/sub-header-left-logo.svg
+++ /dev/null
@@ -1,336 +0,0 @@
-<?xml version="1.0" encoding="UTF-8" standalone="no"?>
-<svg
-  id="Ebene_1"
-  data-name="Ebene 1"
-  viewBox="0 0 212.6 80.649999"
-  version="1.1"
-  sodipodi:docname="sub-header-right-logo.svg"
-  inkscape:version="1.1.2 (0a00cf5339, 2022-02-04)"
-  width="127"
-  height="48"
-  xmlns:inkscape="http://www.inkscape.org/namespaces/inkscape"
-  xmlns:sodipodi="http://sodipodi.sourceforge.net/DTD/sodipodi-0.dtd"
-  xmlns:xlink="http://www.w3.org/1999/xlink"
-  xmlns="http://www.w3.org/2000/svg"
-  xmlns:svg="http://www.w3.org/2000/svg">
-  <sodipodi:namedview
-     id="namedview115"
-     pagecolor="#ffffff"
-     bordercolor="#666666"
-     borderopacity="1.0"
-     inkscape:pageshadow="2"
-     inkscape:pageopacity="0.0"
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-         d="m 200.98,129.85 c 0.67,0 1.22,-0.3 1.22,-1.08 v -0.28 c 0,-0.12 0,-0.24 0,-0.24 h -0.02 c -0.23,0.38 -0.59,0.6 -1.14,0.6 -1.07,0 -1.72,-0.86 -1.72,-1.97 0,-1.11 0.62,-1.92 1.68,-1.92 0.93,0 1.21,0.57 1.21,0.57 h 0.02 c 0,0 0,-0.05 0,-0.12 v -0.36 h 0.71 v 3.69 c 0,1.27 -0.97,1.76 -1.94,1.76 -0.46,0 -0.94,-0.13 -1.32,-0.32 l 0.24,-0.58 c 0,0 0.48,0.26 1.06,0.26 v 0 z m 1.23,-2.97 c 0,-1 -0.49,-1.29 -1.09,-1.29 -0.67,0 -1.05,0.49 -1.05,1.27 0,0.78 0.43,1.35 1.12,1.35 0.53,0 1.02,-0.32 1.02,-1.32 z"
-         id="path85" />
-      <path
-         class="cls-6"
-         d="m 205.22,123.52 h 0.75 v 0.75 h -0.75 z m 0.01,1.52 h 0.74 v 3.85 h -0.74 z"
-         id="path87" />
-      <path
-         class="cls-6"
-         d="m 208.43,125.69 h -0.5 v -0.59 h 0.52 v -1.11 h 0.71 v 1.11 h 0.93 v 0.59 h -0.93 v 1.71 c 0,0.77 0.54,0.87 0.82,0.87 0.11,0 0.17,-0.02 0.17,-0.02 v 0.65 c 0,0 -0.11,0.02 -0.26,0.02 -0.49,0 -1.48,-0.15 -1.48,-1.44 v -1.79 z"
-         id="path89" />
-      <path
-         class="cls-6"
-         d="m 212.17,127.89 c 0,0 0.43,0.45 1.1,0.45 0.32,0 0.64,-0.17 0.64,-0.48 0,-0.71 -1.98,-0.56 -1.98,-1.82 0,-0.7 0.62,-1.1 1.39,-1.1 0.84,0 1.24,0.43 1.24,0.43 l -0.3,0.56 c 0,0 -0.34,-0.34 -0.95,-0.34 -0.32,0 -0.63,0.14 -0.63,0.47 0,0.69 1.98,0.54 1.98,1.8 0,0.64 -0.55,1.12 -1.39,1.12 -0.94,0 -1.46,-0.56 -1.46,-0.56 l 0.36,-0.52 v 0 z"
-         id="path91" />
-    </g>
-    <polygon
-       class="cls-6"
-       points="119.53,115.02 122.26,115.02 122.26,100.41 128,100.41 128,97.85 113.77,97.85 113.77,100.41 119.53,100.41 "
-       id="polygon95" />
-    <polygon
-       class="cls-6"
-       points="172.81,105.43 172.14,106.47 172.8,107.47 177.55,115.02 180.77,115.02 175.29,106.38 180.45,97.85 177.27,97.85 "
-       id="polygon97" />
-    <rect
-       class="cls-6"
-       x="189.95"
-       y="97.849998"
-       width="2.73"
-       height="17.17"
-       id="rect99" />
-    <path
-       class="cls-6"
-       d="m 138.19,97.85 -6.3,17.17 h 2.9 l 1.96,-5.5 0.45,-1.35 2.14,-5.81 c 0.03,-0.08 0.06,-0.18 0.1,-0.28 0.03,0.1 0.07,0.19 0.1,0.27 l 4.56,12.66 h 2.89 l -6.3,-17.17 h -2.49 v 0 z"
-       id="path101" />
-    <path
-       class="cls-6"
-       d="m 103.39,105.12 v 0 c -1.77,-0.75 -3.16,-1.34 -3.16,-2.7 0,-1.07 1.05,-2.18 2.8,-2.18 1.75,0 3.1,1.2 3.11,1.21 l 0.53,0.51 1.37,-2.33 -0.31,-0.32 c -0.07,-0.07 -1.71,-1.72 -4.7,-1.72 -2.99,0 -5.57,2.15 -5.57,4.88 0,2.99 2.58,4.11 4.66,5 1.87,0.8 3.34,1.44 3.34,2.97 0,1.3 -1.07,2.2 -2.61,2.2 -2.22,0 -3.76,-1.56 -3.78,-1.58 l -0.46,-0.49 -1.64,2.12 0.31,0.36 c 0.08,0.09 2.02,2.25 5.52,2.25 3.2,0 5.43,-2.02 5.43,-4.91 0,-3.23 -2.68,-4.36 -4.84,-5.27 z m -0.13,0.29 v 0 c 0,0 0,0 0,0 z"
-       id="path103" />
-    <polygon
-       class="cls-6"
-       points="206.17,100.41 206.17,115.02 208.9,115.02 208.9,100.41 214.64,100.41 214.64,97.85 200.41,97.85 200.41,100.41 "
-       id="polygon105" />
-    <polygon
-       class="cls-6"
-       points="64.04,106.37 65.82,98.02 85.01,98.02 86.54,90.84 59.07,90.84 55.76,106.37 "
-       id="polygon107" />
-    <polygon
-       class="cls-6"
-       points="51.1,110.9 49.57,118.07 77.11,118.07 80.43,102.5 72.15,102.5 70.36,110.9 "
-       id="polygon109" />
-    <path
-       class="cls-6"
-       d="m 164.39,110.69 c 0,0 -1.94,1.83 -4.74,1.83 -3.44,0 -5.96,-2.61 -6.04,-6.23 0.09,-3.62 2.6,-6.23 6.04,-6.23 2.8,0 4.72,1.81 4.74,1.83 l 0.13,0.12 1.32,-2.05 -0.08,-0.09 c -0.09,-0.09 -2.15,-2.31 -6.21,-2.31 -4.87,0 -8.56,3.73 -8.66,8.72 0.1,4.99 3.79,8.72 8.66,8.72 4.05,0 6.12,-2.22 6.21,-2.31 l 0.08,-0.09 -1.32,-2.05 -0.13,0.12 v 0 z"
-       id="path111" />
-  </g>
-</svg>
diff --git a/services/frontend/apps/admin-app/public/favicon.ico b/services/frontend/apps/admin-app/public/favicon.ico
deleted file mode 100644
index bb762ef6..00000000
Binary files a/services/frontend/apps/admin-app/public/favicon.ico and /dev/null differ
diff --git a/services/frontend/apps/admin-app/public/favicon.svg b/services/frontend/apps/admin-app/public/favicon.svg
new file mode 100644
index 00000000..b4eaefc8
--- /dev/null
+++ b/services/frontend/apps/admin-app/public/favicon.svg
@@ -0,0 +1,13 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<svg id="Ebene_1" xmlns="http://www.w3.org/2000/svg" version="1.1" viewBox="0 0 536.6 395.1">
+  <!-- Generator: Adobe Illustrator 29.2.1, SVG Export Plug-In . SVG Version: 2.1.0 Build 116)  -->
+  <defs>
+    <style>
+      .st0 {
+        fill: #fff;
+      }
+    </style>
+  </defs>
+  <polygon class="st0" points="137.8 0 89.7 225.3 209.9 225.3 235.8 104.1 514.2 104.1 536.4 0 137.8 0"/>
+  <polygon class="st0" points="327.6 169.1 301.6 291 22.2 291 0 395.1 399.5 395.1 447.8 169.1 327.6 169.1"/>
+</svg>
\ No newline at end of file
diff --git a/services/frontend/apps/admin-app/src/main.ts b/services/frontend/apps/admin-app/src/main.ts
index d27b2ffc..b0d0a60c 100644
--- a/services/frontend/apps/admin-app/src/main.ts
+++ b/services/frontend/apps/admin-app/src/main.ts
@@ -1,9 +1,10 @@
-import App from './App.vue';
 import { i18n } from '@i18n/admin';
-import { routes } from './routes';
+import '@shared/style';
 import { createPinia } from 'pinia';
 import { createApp } from 'vue';
 import { createRouter, createWebHistory } from 'vue-router';
+import App from './App.vue';
+import { routes } from './routes';
 
 export async function setupApp() {
   const router = createRouter({
diff --git a/services/frontend/apps/admin-app/tsconfig.app.json b/services/frontend/apps/admin-app/tsconfig.app.json
index 9f50d394..368bec45 100644
--- a/services/frontend/apps/admin-app/tsconfig.app.json
+++ b/services/frontend/apps/admin-app/tsconfig.app.json
@@ -14,6 +14,5 @@
     "src/**/*.ts",
     "**/*.vue",
     "env.d.ts",
-    "vite.config.mts"
   ]
 }
diff --git a/services/frontend/apps/admin-app/vite.config.mts b/services/frontend/apps/admin-app/vite.config.mts
deleted file mode 100644
index 0cec1c92..00000000
--- a/services/frontend/apps/admin-app/vite.config.mts
+++ /dev/null
@@ -1,51 +0,0 @@
-/// <reference types="vitest" />
-import VueI18nPlugin from '@intlify/unplugin-vue-i18n/vite';
-import { nxViteTsPaths } from '@nx/vite/plugins/nx-tsconfig-paths.plugin';
-import vue from '@vitejs/plugin-vue';
-import { fileURLToPath } from 'url';
-import { defineConfig, loadEnv } from 'vite';
-const CWD = process.cwd();
-
-export default defineConfig(({ mode }) => {
-  const envs = loadEnv(mode, CWD);
-  return {
-    ...envs,
-    // Ensure Vite uses the app directory as root
-    root: fileURLToPath(new URL('./', import.meta.url)),
-    cacheDir: '../../node_modules/.vite/admin-app',
-    server: {
-      port: 4300,
-      host: 'localhost',
-
-      fs: {
-        allow: [
-          '../../libs/i18n'
-        ],
-      },
-    },
-    build: {
-      rollupOptions: {
-        // Explicit entry to resolve index.html correctly when building via Nx
-        input: fileURLToPath(new URL('./index.html', import.meta.url)),
-      },
-    },
-    plugins: [
-      vue(),
-      nxViteTsPaths(),
-      VueI18nPlugin({
-        include: '../../libs/i18n/admin/locales/**',
-      }),
-    ],
-
-    resolve: {
-      alias: {
-        '@admin-app/i18n': fileURLToPath(
-          new URL('../../libs/i18n/admin/index.ts', import.meta.url)
-        ),
-        '@shared/style': fileURLToPath(
-          new URL('../../libs/shared/global.css', import.meta.url)
-        ),
-      },
-    },
-  }
-});
diff --git a/services/frontend/apps/admin-app/vite.config.ts b/services/frontend/apps/admin-app/vite.config.ts
index 3316dbff..56491e72 100644
--- a/services/frontend/apps/admin-app/vite.config.ts
+++ b/services/frontend/apps/admin-app/vite.config.ts
@@ -1,34 +1,39 @@
 /// <reference types="vitest" />
-import { defineConfig, loadEnv } from 'vite'
-import vue from '@vitejs/plugin-vue';
-import { nxViteTsPaths } from '@nx/vite/plugins/nx-tsconfig-paths.plugin';
-import { fileURLToPath } from 'url';
 import VueI18nPlugin from '@intlify/unplugin-vue-i18n/vite';
+import { nxViteTsPaths } from '@nx/vite/plugins/nx-tsconfig-paths.plugin';
+import tailwindcss from '@tailwindcss/vite';
+import vue from '@vitejs/plugin-vue';
+import { fileURLToPath } from 'node:url';
+import { defineConfig, loadEnv } from 'vite';
+
 const CWD = process.cwd();
 
 export default defineConfig(({ mode }) => {
   const envs = loadEnv(mode, CWD);
   return {
     ...envs,
+    root: fileURLToPath(new URL('./', import.meta.url)),
     cacheDir: '../../node_modules/.vite/admin-app',
     server: {
       port: 4300,
       host: 'localhost',
-
       fs: {
-        allow: [
-          '../../libs/i18n'
-        ],
+        allow: ['../../libs/i18n'],
+      },
+    },
+    build: {
+      rollupOptions: {
+        input: fileURLToPath(new URL('./index.html', import.meta.url)),
       },
     },
     plugins: [
       vue(),
       nxViteTsPaths(),
       VueI18nPlugin({
-        include: '../../libs/i18n/admin/locales/**',
+        include: '../../libs/i18n/admin/**/*.json',
       }),
+      tailwindcss(),
     ],
-
     resolve: {
       alias: {
         '@admin-app/i18n': fileURLToPath(
@@ -39,5 +44,5 @@ export default defineConfig(({ mode }) => {
         ),
       },
     },
-  }
+  };
 });
diff --git a/services/frontend/apps/chat-app/index.html b/services/frontend/apps/chat-app/index.html
index b4ca0e33..9512e150 100644
--- a/services/frontend/apps/chat-app/index.html
+++ b/services/frontend/apps/chat-app/index.html
@@ -2,10 +2,10 @@
 <html lang="en">
   <head>
     <meta charset="utf-8" />
-    <title>rag</title>
+    <title>RAG</title>
 
     <meta name="viewport" content="width=device-width, initial-scale=1" />
-    <link rel="icon" type="image/x-icon" href="./favicon.ico" />
+    <link rel="icon" type="image/svg+xml" href="./favicon.svg" />
   </head>
   <body>
     <div id="app"></div>
diff --git a/services/frontend/apps/chat-app/project.json b/services/frontend/apps/chat-app/project.json
index 6e62b549..49527751 100644
--- a/services/frontend/apps/chat-app/project.json
+++ b/services/frontend/apps/chat-app/project.json
@@ -12,7 +12,7 @@
       "defaultConfiguration": "production",
       "options": {
         "outputPath": "dist/apps/chat-app",
-        "configFile": "apps/chat-app/vite.config.mts"
+        "configFile": "apps/chat-app/vite.config.ts"
       },
       "configurations": {
         "development": {
@@ -28,7 +28,7 @@
       "defaultConfiguration": "development",
       "options": {
         "buildTarget": "chat-app:build",
-        "configFile": "apps/chat-app/vite.config.mts"
+        "configFile": "apps/chat-app/vite.config.ts"
       },
       "configurations": {
         "development": {
diff --git a/services/frontend/apps/chat-app/public/assets/doctopus.png b/services/frontend/apps/chat-app/public/assets/doctopus.png
deleted file mode 100644
index 850f6fde..00000000
Binary files a/services/frontend/apps/chat-app/public/assets/doctopus.png and /dev/null differ
diff --git a/services/frontend/apps/chat-app/public/favicon.ico b/services/frontend/apps/chat-app/public/favicon.ico
deleted file mode 100644
index bb762ef6..00000000
Binary files a/services/frontend/apps/chat-app/public/favicon.ico and /dev/null differ
diff --git a/services/frontend/apps/chat-app/public/favicon.svg b/services/frontend/apps/chat-app/public/favicon.svg
new file mode 100644
index 00000000..b4eaefc8
--- /dev/null
+++ b/services/frontend/apps/chat-app/public/favicon.svg
@@ -0,0 +1,13 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<svg id="Ebene_1" xmlns="http://www.w3.org/2000/svg" version="1.1" viewBox="0 0 536.6 395.1">
+  <!-- Generator: Adobe Illustrator 29.2.1, SVG Export Plug-In . SVG Version: 2.1.0 Build 116)  -->
+  <defs>
+    <style>
+      .st0 {
+        fill: #fff;
+      }
+    </style>
+  </defs>
+  <polygon class="st0" points="137.8 0 89.7 225.3 209.9 225.3 235.8 104.1 514.2 104.1 536.4 0 137.8 0"/>
+  <polygon class="st0" points="327.6 169.1 301.6 291 22.2 291 0 395.1 399.5 395.1 447.8 169.1 327.6 169.1"/>
+</svg>
\ No newline at end of file
diff --git a/services/frontend/apps/chat-app/src/main.ts b/services/frontend/apps/chat-app/src/main.ts
index 9f26db21..db3518b3 100644
--- a/services/frontend/apps/chat-app/src/main.ts
+++ b/services/frontend/apps/chat-app/src/main.ts
@@ -1,11 +1,12 @@
-import App from './App.vue';
 import { i18n } from '@i18n/chat';
-import { routes } from './routes';
+import '@shared/style';
+import '@shared/ui';
+import { initializeMarkdown } from "@shared/utils";
 import { createPinia } from 'pinia';
 import { createApp } from 'vue';
 import { createRouter, createWebHistory } from 'vue-router';
-import '@shared/ui';
-import { initializeMarkdown } from "@shared/utils";
+import App from './App.vue';
+import { routes } from './routes';
 
 export async function setupApp() {
   const router = createRouter({
diff --git a/services/frontend/apps/chat-app/tsconfig.app.json b/services/frontend/apps/chat-app/tsconfig.app.json
index 9f50d394..368bec45 100644
--- a/services/frontend/apps/chat-app/tsconfig.app.json
+++ b/services/frontend/apps/chat-app/tsconfig.app.json
@@ -14,6 +14,5 @@
     "src/**/*.ts",
     "**/*.vue",
     "env.d.ts",
-    "vite.config.mts"
   ]
 }
diff --git a/services/frontend/apps/chat-app/vite.config.mts b/services/frontend/apps/chat-app/vite.config.mts
deleted file mode 100644
index 6dd8b326..00000000
--- a/services/frontend/apps/chat-app/vite.config.mts
+++ /dev/null
@@ -1,51 +0,0 @@
-/// <reference types="vitest" />
-import { defineConfig, loadEnv } from 'vite'
-import vue from '@vitejs/plugin-vue';
-import { nxViteTsPaths } from '@nx/vite/plugins/nx-tsconfig-paths.plugin';
-import { fileURLToPath } from 'url';
-import VueI18nPlugin from '@intlify/unplugin-vue-i18n/vite';
-const CWD = process.cwd();
-
-export default defineConfig(({ mode }) => {
-  const envs = loadEnv(mode, CWD);
-  return {
-    ...envs,
-    // Ensure Vite uses the app directory as root
-    root: fileURLToPath(new URL('./', import.meta.url)),
-    cacheDir: '../../node_modules/.vite/chat-app',
-    server: {
-      port: 4200,
-      host: 'localhost',
-
-      fs: {
-        allow: [
-          '../../libs/i18n'
-        ],
-      },
-    },
-    build: {
-      rollupOptions: {
-        // Explicit entry to resolve index.html correctly when building via Nx
-        input: fileURLToPath(new URL('./index.html', import.meta.url)),
-      },
-    },
-    plugins: [
-      vue(),
-      nxViteTsPaths(),
-      VueI18nPlugin({
-        include: '../../libs/chat-app/i18n/locales/**',
-      }),
-    ],
-
-    resolve: {
-      alias: {
-        '@chat-app/i18n': fileURLToPath(
-          new URL('../../libs/i18n/chat/index.ts', import.meta.url)
-        ),
-        '@shared/style': fileURLToPath(
-          new URL('../../libs/shared/global.css', import.meta.url)
-        )
-      },
-    }
-  }
-});
diff --git a/services/frontend/apps/chat-app/vite.config.ts b/services/frontend/apps/chat-app/vite.config.ts
index b4f614b2..104d41f9 100644
--- a/services/frontend/apps/chat-app/vite.config.ts
+++ b/services/frontend/apps/chat-app/vite.config.ts
@@ -1,34 +1,39 @@
 /// <reference types="vitest" />
-import { defineConfig, loadEnv } from 'vite'
-import vue from '@vitejs/plugin-vue';
-import { nxViteTsPaths } from '@nx/vite/plugins/nx-tsconfig-paths.plugin';
-import { fileURLToPath } from 'url';
 import VueI18nPlugin from '@intlify/unplugin-vue-i18n/vite';
+import { nxViteTsPaths } from '@nx/vite/plugins/nx-tsconfig-paths.plugin';
+import tailwindcss from '@tailwindcss/vite';
+import vue from '@vitejs/plugin-vue';
+import { fileURLToPath } from 'node:url';
+import { defineConfig, loadEnv } from 'vite';
+
 const CWD = process.cwd();
 
 export default defineConfig(({ mode }) => {
   const envs = loadEnv(mode, CWD);
   return {
     ...envs,
+    root: fileURLToPath(new URL('./', import.meta.url)),
     cacheDir: '../../node_modules/.vite/chat-app',
     server: {
       port: 4200,
       host: 'localhost',
-
       fs: {
-        allow: [
-          '../../libs/i18n'
-        ],
+        allow: ['../../libs/i18n'],
+      },
+    },
+    build: {
+      rollupOptions: {
+        input: fileURLToPath(new URL('./index.html', import.meta.url)),
       },
     },
     plugins: [
       vue(),
       nxViteTsPaths(),
       VueI18nPlugin({
-        include: '../../libs/chat-app/i18n/locales/**',
+        include: '../../libs/i18n/chat/**/*.json',
       }),
+      tailwindcss(),
     ],
-
     resolve: {
       alias: {
         '@chat-app/i18n': fileURLToPath(
@@ -36,8 +41,8 @@ export default defineConfig(({ mode }) => {
         ),
         '@shared/style': fileURLToPath(
           new URL('../../libs/shared/global.css', import.meta.url)
-        )
+        ),
       },
-    }
-  }
+    },
+  };
 });
diff --git a/services/frontend/libs/admin-app/data-access/document.api.ts b/services/frontend/libs/admin-app/data-access/document.api.ts
index 809e5517..cf691984 100644
--- a/services/frontend/libs/admin-app/data-access/document.api.ts
+++ b/services/frontend/libs/admin-app/data-access/document.api.ts
@@ -24,6 +24,7 @@ export interface SitemapConfig {
     headerTemplate: string;
     name: string;
     parser?: 'docusaurus' | 'astro' | 'generic';
+    continueOnFailure?: boolean;
 }
 
 export class DocumentAPI {
@@ -99,6 +100,10 @@ export class DocumentAPI {
                 payload.push({ key: 'sitemap_parser', value: config.parser });
             }
 
+            if (typeof config.continueOnFailure === 'boolean') {
+                payload.push({ key: 'continue_on_failure', value: String(config.continueOnFailure) });
+            }
+
             // add filter_urls only if provided
             if (config.filterUrls && config.filterUrls.trim()) {
                 // Convert multiline string to array and filter out empty lines
diff --git a/services/frontend/libs/admin-app/feature-document/DocumentUploadContainer.vue b/services/frontend/libs/admin-app/feature-document/DocumentUploadContainer.vue
index 8f51d020..b01ee8fd 100644
--- a/services/frontend/libs/admin-app/feature-document/DocumentUploadContainer.vue
+++ b/services/frontend/libs/admin-app/feature-document/DocumentUploadContainer.vue
@@ -33,6 +33,7 @@ const confluenceCql = ref('');
   const sitemapFilterUrls = ref('');
   const sitemapHeaderTemplate = ref('');
   const sitemapParser = ref<'docusaurus' | 'astro' | 'generic' | undefined>(undefined);
+  const sitemapContinueOnFailure = ref(true);
 
   const error = computed(() => store.error);
 
@@ -102,6 +103,7 @@ const handleConfluenceUpload = () => {
           filterUrls: sitemapFilterUrls.value,
           headerTemplate: sitemapHeaderTemplate.value,
           parser,
+          continueOnFailure: sitemapContinueOnFailure.value,
       });
   }
 
@@ -237,6 +239,15 @@ const getErrorMessage = (errorType: string) => {
                       <textarea v-model="sitemapFilterUrls" placeholder="Filter URLs (optional) - one regex pattern per line" class="textarea textarea-bordered w-full" rows="3"></textarea>
                       <label for="sitemapHeaderTemplate" class="sr-only">Headers JSON</label>
                       <textarea v-model="sitemapHeaderTemplate" placeholder="Headers (optional) - JSON format: {&quot;Authorization&quot;: &quot;Bearer token&quot;}" class="textarea textarea-bordered w-full" rows="2"></textarea>
+                      <label class="flex items-center justify-between text-sm">
+                        <span>{{ t('documents.sitemapContinueOnFailure') }}</span>
+                        <input
+                          v-model="sitemapContinueOnFailure"
+                          type="checkbox"
+                          class="checkbox checkbox-sm"
+                          :title="t('documents.sitemapContinueOnFailureHint')"
+                        />
+                      </label>
                     </div>
                     <p class="text-xs opacity-50 mb-4">{{ t('documents.sitemapLoadDescription') }}</p>
                     <button class="btn btn-sm btn-accent" @click="handleSitemapUpload">
diff --git a/services/frontend/libs/admin-app/project.json b/services/frontend/libs/admin-app/project.json
index b64d0708..9775a84b 100644
--- a/services/frontend/libs/admin-app/project.json
+++ b/services/frontend/libs/admin-app/project.json
@@ -16,7 +16,7 @@
         "test": {
             "executor": "@nx/vite:test",
             "options": {
-                "configFile": "libs/admin-app/vite.config.mts"
+                "configFile": "libs/admin-app/vite.config.ts"
             }
         }
     }
diff --git a/services/frontend/libs/admin-app/tsconfig.spec.json b/services/frontend/libs/admin-app/tsconfig.spec.json
index c50dccc5..4519b77e 100644
--- a/services/frontend/libs/admin-app/tsconfig.spec.json
+++ b/services/frontend/libs/admin-app/tsconfig.spec.json
@@ -10,9 +10,8 @@
     "**/*.tsx",
     "**/*.vue",
     "**/*.d.ts",
-    "vite.config.mts",
+    "vite.config.ts",
     "**/*.{test,spec}.ts",
     "**/*.{test,spec}.tsx"
   ]
 }
-
diff --git a/services/frontend/libs/admin-app/vite.config.mts b/services/frontend/libs/admin-app/vite.config.ts
similarity index 100%
rename from services/frontend/libs/admin-app/vite.config.mts
rename to services/frontend/libs/admin-app/vite.config.ts
diff --git a/services/frontend/libs/i18n/admin/de.json b/services/frontend/libs/i18n/admin/de.json
index e4195500..367a421f 100644
--- a/services/frontend/libs/i18n/admin/de.json
+++ b/services/frontend/libs/i18n/admin/de.json
@@ -21,6 +21,8 @@
     "sitemapParserAstro": "Parser: Astro / Starlight",
     "sitemapParserDocusaurus": "Parser: Docusaurus",
     "sitemapParserGeneric": "Parser: Generisch",
+    "sitemapContinueOnFailure": "Bei Fehlern fortfahren",
+    "sitemapContinueOnFailureHint": "Fehlgeschlagene Seiten überspringen, statt den Crawl abzubrechen",
     "loadSitemap": "Sitemap laden",
     "fileTypeNotAllowedTitle": "Dateityp nicht erlaubt",
   "fileTypeNotAllowedDescription": "Erlaubte Dateitypen:",
diff --git a/services/frontend/libs/i18n/admin/en.json b/services/frontend/libs/i18n/admin/en.json
index a5447aeb..7ebcd4b4 100644
--- a/services/frontend/libs/i18n/admin/en.json
+++ b/services/frontend/libs/i18n/admin/en.json
@@ -23,6 +23,8 @@
     "sitemapParserAstro": "Parser: Astro / Starlight",
     "sitemapParserDocusaurus": "Parser: Docusaurus",
     "sitemapParserGeneric": "Parser: Generic",
+    "sitemapContinueOnFailure": "Continue on failure",
+    "sitemapContinueOnFailureHint": "Skip pages that fail to load instead of aborting the crawl",
     "loadSitemap": "Load Sitemap",
     "select": "Select",
     "chat": "Start chat",
diff --git a/services/frontend/libs/shared/global.css b/services/frontend/libs/shared/global.css
index 1e868b9c..6218803e 100644
--- a/services/frontend/libs/shared/global.css
+++ b/services/frontend/libs/shared/global.css
@@ -1,6 +1,5 @@
-@tailwind base;
-@tailwind components;
-@tailwind utilities;
+/* # Assumptions: No other stylesheet depends on the old Tailwind directives because they now live in ui-styles/src/tailwind.css. */
+@import "../ui-styles/src/tailwind.css";
 
 html,
 body,
@@ -51,6 +50,47 @@ main {
   --chat-code-button-hover-bg: rgba(255, 255, 255, 0.1);
 }
 
+/* Typography (Tailwind Typography plugin) */
+.prose {
+  color: inherit;
+}
+
+.prose :where(h1, h2, h3, h4):not(:where([class~="not-prose"], [class~="not-prose"] *)) {
+  color: inherit;
+}
+
+.prose :where(a):not(:where([class~="not-prose"], [class~="not-prose"] *)) {
+  color: var(--fallback-in, var(--color-info));
+}
+
+.prose :where(strong):not(:where([class~="not-prose"], [class~="not-prose"] *)) {
+  color: inherit;
+}
+
+.prose :where(ol > li)::marker,
+.prose :where(ul > li)::marker {
+  color: inherit;
+}
+
+.prose :where(li):not(:where([class~="not-prose"], [class~="not-prose"] *)) {
+  color: inherit;
+}
+
+.prose :where(blockquote):not(:where([class~="not-prose"], [class~="not-prose"] *)) {
+  color: inherit;
+}
+
+.prose :where(code):not(:where(pre code, [class~="not-prose"], [class~="not-prose"] *)) {
+  color: inherit;
+}
+
+.prose
+  :where(code):not(:where(pre code, [class~="not-prose"], [class~="not-prose"] *))::before,
+.prose
+  :where(code):not(:where(pre code, [class~="not-prose"], [class~="not-prose"] *))::after {
+  content: "";
+}
+
 /* Chat text styles */
 .chat-text {
   color: inherit;
diff --git a/services/frontend/libs/shared/settings.ts b/services/frontend/libs/shared/settings.ts
index 52fc8078..f855b05a 100644
--- a/services/frontend/libs/shared/settings.ts
+++ b/services/frontend/libs/shared/settings.ts
@@ -1,3 +1,5 @@
+/// <reference types="vite/client" />
+
 export interface AppSettings {
   bot: {
     name: string;
diff --git a/services/frontend/libs/shared/ui/project.json b/services/frontend/libs/shared/ui/project.json
index eb15447e..d1a70650 100644
--- a/services/frontend/libs/shared/ui/project.json
+++ b/services/frontend/libs/shared/ui/project.json
@@ -8,9 +8,8 @@
     "test": {
       "executor": "@nx/vite:test",
       "options": {
-        "configFile": "libs/shared/ui/vite.config.mts"
+        "configFile": "libs/shared/ui/vite.config.ts"
       }
     }
   }
 }
-
diff --git a/services/frontend/libs/shared/ui/vite.config.mts b/services/frontend/libs/shared/ui/vite.config.ts
similarity index 100%
rename from services/frontend/libs/shared/ui/vite.config.mts
rename to services/frontend/libs/shared/ui/vite.config.ts
diff --git a/services/frontend/libs/shared/utils/project.json b/services/frontend/libs/shared/utils/project.json
index 1355eef9..56c5e4d8 100644
--- a/services/frontend/libs/shared/utils/project.json
+++ b/services/frontend/libs/shared/utils/project.json
@@ -21,7 +21,7 @@
         "test": {
             "executor": "@nx/vite:test",
             "options": {
-                "configFile": "libs/shared/utils/vite.config.mts"
+                "configFile": "libs/shared/utils/vite.config.ts"
             }
         }
     },
diff --git a/services/frontend/libs/shared/utils/src/lib/marked.utils.ts b/services/frontend/libs/shared/utils/src/lib/marked.utils.ts
index ca61cadb..cff8e1af 100644
--- a/services/frontend/libs/shared/utils/src/lib/marked.utils.ts
+++ b/services/frontend/libs/shared/utils/src/lib/marked.utils.ts
@@ -132,8 +132,19 @@ const onMarkdownDocumentClick = async (event: MouseEvent) => {
 export const initializeMarkdown = () => {
     const renderer = new marked.Renderer();
 
-    renderer.table = (header, body) => {
-        return `<table class="table table-xs">${header}${body}</table>`;
+    // Preserve default behavior while injecting our own CSS classes.
+    const anyRenderer = renderer as unknown as Record<string, any>;
+    const originalTable = anyRenderer['table']?.bind(renderer) as ((...args: any[]) => string) | undefined;
+    anyRenderer['table'] = (...args: any[]): string => {
+        // Marked >= v16 provides a token argument; older versions pass (header, body)
+        if (args.length === 1 && typeof args[0] === 'object') {
+            const html = originalTable ? originalTable(args[0]) : '';
+            return html
+                ? html.replace('<table>', '<table class="table table-xs">')
+                : '<table class="table table-xs"></table>';
+        }
+        const [header, body] = args as [string, string];
+        return `<table class="table table-xs">${header ?? ''}${body ?? ''}</table>`;
     };
 
     renderer.code = (code, infostring) => {
@@ -151,18 +162,34 @@ export const initializeMarkdown = () => {
         isMarkdownClickHandlerRegistered = true;
     }
 
-    renderer.image = (href, title, text) => {
+    anyRenderer['image'] = (...args: any[]): string => {
+        let href: string | undefined = '';
+        let title: string | null = null;
+        let text: string | undefined = '';
+        // token form
+        if (args.length === 1 && typeof args[0] === 'object') {
+            const token = args[0] as { href?: string; title?: string | null; text?: string };
+            href = token.href;
+            title = token.title ?? null;
+            text = token.text;
+        } else {
+            // legacy form (href, title, text)
+            [href, title, text] = args as [string, string | null, string];
+        }
         const imageId = newUid();
+        const titleAttr = title ? ` title="${title}"` : '';
+        const src = href ?? '';
+        const alt = text ?? '';
         return `
         <div class="py-2 mb-1">
-            <img src="${href}" alt="${text}" title="${title}" class="cursor-pointer w-full image-modal-trigger" data-modal-id="${imageId}"/>
+            <img src="${src}" alt="${alt}"${titleAttr} class="cursor-pointer w-full image-modal-trigger" data-modal-id="${imageId}"/>
         </div>
-        <dialog id="${imageId}" className="modal" style="width:80%;">
-            <div className="modal-box w-full">
+        <dialog id="${imageId}" class="modal" style="width:80%;">
+            <div class="modal-box w-full">
             <form method="dialog">
             <button class="btn btn-sm btn-circle btn-ghost absolute right-2 top-2">✕</button>
           </form>
-            <img src="${href}" alt="${text}" class="w-full min-w-96"/>
+            <img src="${src}" alt="${alt}" class="w-full min-w-96"/>
             </div>
         </dialog>
            `;
diff --git a/services/frontend/libs/shared/utils/tsconfig.lib.json b/services/frontend/libs/shared/utils/tsconfig.lib.json
index e2102b1b..ffb21d43 100644
--- a/services/frontend/libs/shared/utils/tsconfig.lib.json
+++ b/services/frontend/libs/shared/utils/tsconfig.lib.json
@@ -12,7 +12,6 @@
         "src/**/*.ts"
     ],
     "exclude": [
-        "vite.config.mts",
         "src/**/*.spec.ts",
         "src/**/*.test.ts"
     ]
diff --git a/services/frontend/libs/shared/utils/tsconfig.spec.json b/services/frontend/libs/shared/utils/tsconfig.spec.json
index 9f5df590..15c4ee6e 100644
--- a/services/frontend/libs/shared/utils/tsconfig.spec.json
+++ b/services/frontend/libs/shared/utils/tsconfig.spec.json
@@ -11,7 +11,7 @@
     },
     "include": [
         "src/**/*.ts",
-        "vite.config.mts",
+        "vite.config.ts",
         "src/**/*.test.ts",
         "src/**/*.spec.ts",
         "src/**/*.d.ts"
diff --git a/services/frontend/libs/shared/utils/vite.config.mts b/services/frontend/libs/shared/utils/vite.config.mts
deleted file mode 100644
index c189ad05..00000000
--- a/services/frontend/libs/shared/utils/vite.config.mts
+++ /dev/null
@@ -1,15 +0,0 @@
-import { defineConfig } from 'vite'
-
-import { nxViteTsPaths } from '@nx/vite/plugins/nx-tsconfig-paths.plugin'
-
-export default defineConfig({
-    root: __dirname,
-    cacheDir: '../../node_modules/.vite/libs/shared/utils',
-
-    plugins: [nxViteTsPaths()],
-    test: {
-        globals: true,
-        environment: 'node',
-        include: ['src/**/*.{test,spec}.{js,mjs,cjs,ts,mts,cts,jsx,tsx}']
-    },
-})
diff --git a/services/frontend/libs/ui-styles/src/tailwind.css b/services/frontend/libs/ui-styles/src/tailwind.css
new file mode 100644
index 00000000..4182b537
--- /dev/null
+++ b/services/frontend/libs/ui-styles/src/tailwind.css
@@ -0,0 +1,182 @@
+/* -----------------------------------------------------------
+   Central Tailwind v4 + daisyUI v5 config for the whole monorepo
+   - Tailwind v4 is configured in CSS (not tailwind.config.js)
+   - daisyUI v5 themes + tokens are defined here with readable CSS variables
+   Docs: Tailwind v4 CSS-first config, @source, Vite plugin; daisyUI v5 themes/variables
+   ----------------------------------------------------------- */
+
+/* Load Tailwind v4 (this replaces @tailwind base/components/utilities) */
+@import "tailwindcss" source(none);
+/* ^ source(none) disables auto scanning so we can be explicit below. Useful in monorepos. */
+
+/* Tell Tailwind **exactly** where to scan for class names in this workspace */
+@source "../../../apps/chat-app/src";
+@source "../../../apps/admin-app/src";
+@source "../../"; /* all libs under services/frontend/libs */
+
+/* Load plugins the v4 way (from CSS) */
+@plugin "@tailwindcss/typography";
+@plugin "daisyui" {
+  /* Enable built-in themes; make light default and dark follow OS preference */
+  themes: light --default, dark --prefersdark;
+  /* Scope theme variables to <html> */
+  root: "html";
+  /* Silence daisyUI logs in dev console */
+  logs: false;
+}
+
+/* ===========================================================
+   THEME: LIGHT
+   Tip: These semantic tokens power utilities like:
+     bg-primary, text-primary, border-primary, btn-primary, etc.
+   See: daisyUI “Colors”, “Utilities & variables”, “Themes”
+   =========================================================== */
+@plugin "daisyui/theme" {
+  name: "light";
+  default: true;
+
+  /* Matches STACKIT docs (digits light) */
+  --color-primary: #00c3cd;
+  --color-primary-content: #091a26;
+
+  --color-secondary: #ccf3f5;
+  --color-secondary-content: #162938;
+
+  --color-accent: #00c3cd;
+  --color-accent-content: #091a26;
+
+  --color-neutral: #162938;
+  --color-neutral-content: #f8f9fa;
+
+  --color-base-100: #ffffff;
+  --color-base-200: #f0f2f4;
+  --color-base-300: #e7eaed;
+  --color-base-content: #162938;
+
+  --color-info: #127481;
+  --color-info-content: #f8f9fa;
+
+  --color-success: #45a85d;
+  --color-success-content: #091a26;
+
+  --color-warning: #e3774c;
+  --color-warning-content: #091a26;
+
+  --color-error: #dc1f1f;
+  --color-error-content: #f8f9fa;
+
+  /* Custom CSS variables used by the apps */
+  --scrollbar-track: #ffffff;
+  --scrollbar-thumb: rgba(22, 41, 56, 0.35);
+  --base-200-highlight: #ccf3f5;
+
+  /* Compatibility: keep daisyUI v4-style fallback variables used in custom CSS */
+  --fallback-p: var(--color-primary);
+  --fallback-pc: var(--color-primary-content);
+  --fallback-s: var(--color-secondary);
+  --fallback-sc: var(--color-secondary-content);
+  --fallback-a: var(--color-accent);
+  --fallback-ac: var(--color-accent-content);
+  --fallback-n: var(--color-neutral);
+  --fallback-nc: var(--color-neutral-content);
+  --fallback-b1: var(--color-base-100);
+  --fallback-b2: var(--color-base-200);
+  --fallback-b3: var(--color-base-300);
+  --fallback-bc: var(--color-base-content);
+  --fallback-in: var(--color-info);
+  --fallback-inc: var(--color-info-content);
+  --fallback-su: var(--color-success);
+  --fallback-suc: var(--color-success-content);
+  --fallback-wa: var(--color-warning);
+  --fallback-wac: var(--color-warning-content);
+  --fallback-er: var(--color-error);
+  --fallback-erc: var(--color-error-content);
+}
+
+/* ===========================================================
+   THEME: DARK
+   Mirrors light theme semantics, tuned for dark surfaces.
+   Note: <html> will automatically use this when OS is in dark mode
+   because we set --prefersdark on the dark theme above.
+   =========================================================== */
+@plugin "daisyui/theme" {
+  name: "dark";
+  prefersdark: true;
+
+  /* Matches STACKIT docs (digits dark) */
+  --color-primary: #00c3cd;
+  --color-primary-content: #091a26;
+
+  --color-secondary: #165e6c;
+  --color-secondary-content: #e7eaed;
+
+  --color-accent: #00c3cd;
+  --color-accent-content: #091a26;
+
+  --color-neutral: #162938;
+  --color-neutral-content: #e7eaed;
+
+  --color-base-100: #091a26;
+  --color-base-200: #233542;
+  --color-base-300: #2c3d4a;
+  --color-base-content: #e7eaed;
+
+  --color-info: #66dbe1;
+  --color-info-content: #091a26;
+
+  --color-success: #51cf66;
+  --color-success-content: #091a26;
+
+  --color-warning: #e3774c;
+  --color-warning-content: #091a26;
+
+  --color-error: #e34c4c;
+  --color-error-content: #091a26;
+
+  /* Custom CSS variables used by the apps */
+  --scrollbar-track: #091a26;
+  --scrollbar-thumb: rgba(231, 234, 237, 0.25);
+  --base-200-highlight: #165e6c;
+
+  /* Compatibility: keep daisyUI v4-style fallback variables used in custom CSS */
+  --fallback-p: var(--color-primary);
+  --fallback-pc: var(--color-primary-content);
+  --fallback-s: var(--color-secondary);
+  --fallback-sc: var(--color-secondary-content);
+  --fallback-a: var(--color-accent);
+  --fallback-ac: var(--color-accent-content);
+  --fallback-n: var(--color-neutral);
+  --fallback-nc: var(--color-neutral-content);
+  --fallback-b1: var(--color-base-100);
+  --fallback-b2: var(--color-base-200);
+  --fallback-b3: var(--color-base-300);
+  --fallback-bc: var(--color-base-content);
+  --fallback-in: var(--color-info);
+  --fallback-inc: var(--color-info-content);
+  --fallback-su: var(--color-success);
+  --fallback-suc: var(--color-success-content);
+  --fallback-wa: var(--color-warning);
+  --fallback-wac: var(--color-warning-content);
+  --fallback-er: var(--color-error);
+  --fallback-erc: var(--color-error-content);
+}
+
+/* ===========================================================
+   SAFELIST (v4 way)
+   If you generate classes dynamically (from JSON/DB), list them here
+   so Tailwind includes them even if they’re not found in source files.
+   =========================================================== */
+@source inline("w-32 w-40 h-5 w-5 flex flex-1 items-center gap-2 p-4 md:container md:mx-auto btn btn-primary btn-circle btn-ghost bg-primary hover:bg-white/20 hover:bg-base-300");
+
+/* ===========================================================
+   HOW TO USE (quick cheatsheet)
+   - Buttons:      btn btn-primary         (uses --color-primary)
+   - Surfaces:     bg-base-100             (page background)
+                   bg-base-200/300         (cards/elevations)
+                   text-base-content       (default text on base-*)
+   - Brand text:   text-primary            (headlines/links you want to brand)
+   - Status:       bg-success / text-error / border-warning
+   - Dark mode:    automatic via prefers-color-scheme; to force:
+                     <html data-theme="light"> or data-theme="dark"
+   References: daisyUI Colors & Themes docs; Utilities & variables
+   =========================================================== */
diff --git a/services/frontend/package-lock.json b/services/frontend/package-lock.json
index 37719878..a29ee2c9 100644
--- a/services/frontend/package-lock.json
+++ b/services/frontend/package-lock.json
@@ -9,17 +9,16 @@
             "version": "3.3.0",
             "license": "Apache-2.0",
             "dependencies": {
-                "@tailwindcss/typography": "^0.5.15",
-                "@vueuse/core": "^10.7.1",
+                "@vueuse/core": "^13.0.0",
                 "highlight.js": "^11.11.1",
-                "pinia": "^2.1.7",
+                "pinia": "^3.0.0",
                 "vue": "^3.4.3",
-                "vue-i18n": "^9.14.4",
+                "vue-i18n": "^11.0.0",
                 "vue-router": "^4.2.5"
             },
             "devDependencies": {
                 "@eslint/js": "^9.36.0",
-                "@intlify/unplugin-vue-i18n": "^6.0.0",
+                "@intlify/unplugin-vue-i18n": "^11.0.0",
                 "@nx/cypress": "^21.6.4",
                 "@nx/eslint": "^21.6.4",
                 "@nx/eslint-plugin": "^21.6.4",
@@ -30,9 +29,12 @@
                 "@nx/workspace": "^21.6.4",
                 "@rushstack/eslint-patch": "^1.2.0",
                 "@sit-onyx/icons": "^1.3.0",
+                "@tailwindcss/postcss": "^4.1.14",
+                "@tailwindcss/typography": "^0.5.19",
+                "@tailwindcss/vite": "^4.1.14",
                 "@tsconfig/node21": "^21.0.1",
-                "@types/jsdom": "^21.1.1",
-                "@types/node": "^20.19.0",
+                "@types/jsdom": "^27.0.0",
+                "@types/node": "^22.0.0",
                 "@typescript-eslint/eslint-plugin": "^8",
                 "@typescript-eslint/parser": "^8",
                 "@vitejs/plugin-vue": "^6.0.0",
@@ -42,10 +44,10 @@
                 "autoprefixer": "^10.4.17",
                 "axios": "^1.9.0",
                 "cypress": "^13.0.0",
-                "daisyui": "^4.7.2",
+                "daisyui": "^5.1.31",
                 "esbuild": "^0.25.10",
                 "eslint": "^9.36.0",
-                "eslint-plugin-cypress": "2.15.2",
+                "eslint-plugin-cypress": "5.2.0",
                 "eslint-plugin-import": "2.32.0",
                 "eslint-plugin-vue": "^10",
                 "globals": "^15",
@@ -54,14 +56,14 @@
                 "marked": "^12.0.1",
                 "nx": "^21.6.4",
                 "postcss": "^8.4.35",
-                "tailwindcss": "^3.4.1",
+                "tailwindcss": "^4.1.14",
                 "typescript": "~5.9.0",
                 "vite": "^7.1.7",
-                "vite-plugin-dts": "~2.3.0",
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+            "dev": true,
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@@ -15044,38 +14501,6 @@
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 }
diff --git a/services/frontend/package.json b/services/frontend/package.json
index f36f0f72..28f06d71 100644
--- a/services/frontend/package.json
+++ b/services/frontend/package.json
@@ -20,17 +20,16 @@
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-        "@vueuse/core": "^10.7.1",
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-        "pinia": "^2.1.7",
+        "pinia": "^3.0.0",
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-        "vue-i18n": "^9.14.4",
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     "devDependencies": {
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-        "@intlify/unplugin-vue-i18n": "^6.0.0",
+        "@intlify/unplugin-vue-i18n": "^11.0.0",
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@@ -40,10 +39,13 @@
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         "@nx/workspace": "^21.6.4",
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+        "@tailwindcss/postcss": "^4.1.14",
+        "@tailwindcss/typography": "^0.5.19",
+        "@tailwindcss/vite": "^4.1.14",
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-        "@types/jsdom": "^21.1.1",
-        "@types/node": "^20.19.0",
+        "@types/jsdom": "^27.0.0",
+        "@types/node": "^22.0.0",
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         "@typescript-eslint/parser": "^8",
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@@ -53,10 +55,10 @@
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+        "eslint-plugin-cypress": "5.2.0",
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@@ -65,14 +67,14 @@
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         "postcss": "^8.4.35",
-        "tailwindcss": "^3.4.1",
+        "tailwindcss": "^4.1.14",
         "typescript": "~5.9.0",
         "vite": "^7.1.7",
-        "vite-plugin-dts": "~2.3.0",
-        "vite-tsconfig-paths": "~4.3.0",
+        "vite-plugin-dts": "~4.5.0",
+        "vite-tsconfig-paths": "~5.1.0",
         "vitest": "^3.2.4",
         "vue-eslint-parser": "^10",
-        "vue-tsc": "^2.0.0"
+        "vue-tsc": "^3.0.0"
     },
     "engines": {
         "npm": ">=8.6.0",
diff --git a/services/frontend/postcss.config.js b/services/frontend/postcss.config.js
index 33ad091d..0fcc9a43 100644
--- a/services/frontend/postcss.config.js
+++ b/services/frontend/postcss.config.js
@@ -1,6 +1,6 @@
 module.exports = {
-  plugins: {
-    tailwindcss: {},
-    autoprefixer: {},
-  },
+  plugins: [
+    require('@tailwindcss/postcss'),
+    require('autoprefixer'),
+  ],
 }
diff --git a/services/frontend/tailwind.config.js b/services/frontend/tailwind.config.js
deleted file mode 100644
index 2105c217..00000000
--- a/services/frontend/tailwind.config.js
+++ /dev/null
@@ -1,156 +0,0 @@
-/** @type {import('tailwindcss').Config} */
-module.exports = {
-  content: [
-    "apps/**/index.html",
-    "apps/**/src/**/*.{vue,js,ts}",
-    "libs/**/*.{vue,js,ts}",
-  ],
-  theme: {
-    extend: {
-      typography: (theme) => ({
-        DEFAULT: {
-          css: {
-            color: "inherit",
-            "h1, h2, h3, h4": {
-              color: "inherit",
-            },
-            a: {
-              color: "var(--fallback-in, oklch(var(--in) / 1))",
-            },
-            strong: {
-              color: "inherit",
-            },
-            "ol > li::marker": {
-              color: "inherit",
-            },
-            "ul > li::marker": {
-              color: "inherit",
-            },
-            li: {
-              color: "inherit",
-            },
-            blockquote: {
-              color: "inherit",
-            },
-            code: {
-              color: "inherit",
-            },
-            "code::before": { content: '""' },
-            "code::after": { content: '""' },
-          },
-        },
-        dark: {
-          css: {
-            color: "inherit",
-            "h1, h2, h3, h4": {
-              color: "inherit",
-            },
-            a: {
-              color: "var(--fallback-in, oklch(var(--in) / 1))",
-            },
-            strong: {
-              color: "inherit",
-            },
-            "ol > li::marker": {
-              color: "inherit",
-            },
-            "ul > li::marker": {
-              color: "inherit",
-            },
-            li: {
-              color: "inherit",
-            },
-            blockquote: {
-              color: "inherit",
-            },
-            code: {
-              color: "inherit",
-            },
-            "code::before": { content: '""' },
-            "code::after": { content: '""' },
-          },
-        },
-      }),
-    },
-  },
-  plugins: [require("@tailwindcss/typography"), require("daisyui")],
-  daisyui: {
-    themes: [
-      {
-        light: {
-          // Matches STACKIT docs (digits light)
-          primary: "#00c3cd",
-          "primary-content": "#091a26",
-
-          secondary: "#ccf3f5",
-          "secondary-content": "#162938",
-
-          accent: "#00c3cd",
-          "accent-content": "#091a26",
-
-          neutral: "#162938",
-          "neutral-content": "#f8f9fa",
-
-          "base-100": "#ffffff",
-          "base-200": "#f0f2f4",
-          "base-300": "#e7eaed",
-          "base-content": "#162938",
-
-          info: "#127481",
-          "info-content": "#f8f9fa",
-
-          success: "#45a85d",
-          "success-content": "#091a26",
-
-          warning: "#e3774c",
-          "warning-content": "#091a26",
-
-          error: "#dc1f1f",
-          "error-content": "#f8f9fa",
-
-          "--scrollbar-track": "#ffffff",
-          "--scrollbar-thumb": "rgba(22, 41, 56, 0.35)",
-          "--base-200-highlight": "#ccf3f5",
-        },
-        dark: {
-          // Matches STACKIT docs (digits dark)
-          primary: "#00c3cd",
-          "primary-content": "#091a26",
-
-          secondary: "#165e6c",
-          "secondary-content": "#e7eaed",
-
-          accent: "#00c3cd",
-          "accent-content": "#091a26",
-
-          neutral: "#162938",
-          "neutral-content": "#e7eaed",
-
-          "base-100": "#091a26",
-          "base-200": "#233542",
-          "base-300": "#2c3d4a",
-          "base-content": "#e7eaed",
-
-          info: "#66dbe1",
-          "info-content": "#091a26",
-
-          success: "#51cf66",
-          "success-content": "#091a26",
-
-          warning: "#e3774c",
-          "warning-content": "#091a26",
-
-          error: "#e34c4c",
-          "error-content": "#091a26",
-
-          "--scrollbar-track": "#091a26",
-          "--scrollbar-thumb": "rgba(231, 234, 237, 0.25)",
-          "--base-200-highlight": "#165e6c",
-        },
-      },
-    ],
-    utils: true,
-    logs: false,
-    themeRoot: ":root",
-  },
-};
diff --git a/services/mcp-server/Dockerfile b/services/mcp-server/Dockerfile
index 59cc17ff..39b3fa9a 100644
--- a/services/mcp-server/Dockerfile
+++ b/services/mcp-server/Dockerfile
@@ -1,6 +1,5 @@
 FROM --platform=linux/amd64 python:3.13.7-bookworm AS build
 
-ARG dev=0
 ENV POETRY_VIRTUALENVS_PATH=/opt/.venv \
     POETRY_VIRTUALENVS_CREATE=false \
     POETRY_VIRTUALENVS_IN_PROJECT=false \
@@ -11,65 +10,47 @@ ENV POETRY_VIRTUALENVS_PATH=/opt/.venv \
 WORKDIR /app
 
 RUN DEBIAN_FRONTEND=noninteractive apt-get update \
-    && DEBIAN_FRONTEND=noninteractive apt-get install -y build-essential --no-install-recommends make && \
-    python3 -m venv "${POETRY_VIRTUALENVS_PATH}" \
-    && $POETRY_VIRTUALENVS_PATH/bin/pip install "poetry==${POETRY_VERSION}"
+    && DEBIAN_FRONTEND=noninteractive apt-get install -y build-essential --no-install-recommends make \
+    && python3 -m venv "${POETRY_VIRTUALENVS_PATH}" \
+    && ${POETRY_VIRTUALENVS_PATH}/bin/pip install "poetry==${POETRY_VERSION}"
 ENV PATH="${POETRY_VIRTUALENVS_PATH}/bin:$PATH"
 
-
 WORKDIR /app/services/mcp-server
 COPY services/mcp-server/pyproject.toml services/mcp-server/poetry.lock ./
 
-RUN mkdir log && chmod 700 log
-RUN touch /app/services/mcp-server/log/logfile.log && chmod 600 /app/services/mcp-server/log/logfile.log
+RUN mkdir -p log && chmod 700 log \
+    && touch /app/services/mcp-server/log/logfile.log && chmod 600 /app/services/mcp-server/log/logfile.log
 
-# Cache bust with dev arg so dev dependencies install when dev=1
-RUN echo "CACHE_BUST_DEV=$dev" && poetry config virtualenvs.create false &&\
-    if [ "$dev" = "1" ]; then \
-    poetry install --no-interaction --no-ansi --no-root --with dev; \
-    else \
-    poetry install --no-interaction --no-ansi --no-root; \
-    fi
+RUN poetry config virtualenvs.create false \
+    && poetry install --no-interaction --no-ansi --no-root
 
 FROM --platform=linux/amd64 python:3.13.7-bookworm
-ARG dev=0
+
+WORKDIR /app/services/mcp-server
 
 RUN adduser --disabled-password --gecos "" --uid 10001 nonroot
 
 ENV POETRY_VIRTUALENVS_PATH=/opt/.venv
+ENV POETRY_VIRTUALENVS_IN_PROJECT=false \
+    VIRTUAL_ENV=/opt/.venv \
+    PATH=/opt/.venv/bin:$PATH
 
 COPY --from=build --chown=nonroot:nonroot ${POETRY_VIRTUALENVS_PATH} ${POETRY_VIRTUALENVS_PATH}
 COPY --from=build /usr/local/bin/ /usr/local/bin/
 COPY --from=build /usr/bin/make /usr/bin/make
 COPY --from=build /usr/local/lib/ /usr/local/lib/
 
-WORKDIR /app/services/mcp-server
+COPY --from=build --chown=nonroot:nonroot  /app/services/mcp-server/log /app/services/mcp-server/log
 COPY --chown=nonroot:nonroot services/mcp-server/src ./src
 COPY --chown=nonroot:nonroot services/mcp-server/tests ./tests
 COPY --chown=nonroot:nonroot services/mcp-server/pyproject.toml services/mcp-server/poetry.lock ./
 COPY --chown=nonroot:nonroot services/mcp-server/Makefile ./
 
-# Ensure poetry reuses existing virtualenv when running as nonroot
-ENV POETRY_VIRTUALENVS_CREATE=false \
-    POETRY_VIRTUALENVS_IN_PROJECT=false \
-    VIRTUAL_ENV=/opt/.venv \
-    PATH=/opt/.venv/bin:$PATH
-
 # cleanup
-RUN apt-get clean autoclean
-RUN apt-get autoremove --yes
-
-RUN if [ "$dev" = "0" ]; then \
-        while read -r shell; do rm -f "$shell"; done < /etc/shells; \
-        rm -rf /var/lib/{apt,dpkg,cache,log}/ \
-    else \
-        echo "POETRY_VIRTUALENVS_PATH=/opt/.venv" >> /etc/environment;\
-        export POETRY_VIRTUALENVS_PATH=/opt/.venv;\
-        export PATH="${POETRY_VIRTUALENVS_PATH}/bin:$PATH";\
-    fi
-
+RUN apt-get clean autoclean && apt-get autoremove --yes \
+    && while read -r shell; do rm -f "$shell"; done < /etc/shells || true \
+    && rm -rf /var/lib/{apt,dpkg,cache,log}/ || true
 
 USER nonroot
-COPY --from=build --chown=nonroot:nonroot  /app/services/mcp-server/log /app/services/mcp-server/log
 
 CMD [ "poetry", "run", "python", "src/main.py" ]
diff --git a/services/mcp-server/Dockerfile.dev b/services/mcp-server/Dockerfile.dev
new file mode 100644
index 00000000..a27c513c
--- /dev/null
+++ b/services/mcp-server/Dockerfile.dev
@@ -0,0 +1,38 @@
+FROM --platform=linux/amd64 python:3.13.7-bookworm
+
+# Dev image for mcp-server (no local libs)
+ENV POETRY_VIRTUALENVS_PATH=/app/services/mcp-server/.venv
+ENV VIRTUAL_ENV="${POETRY_VIRTUALENVS_PATH}"
+ENV POETRY_VERSION=2.1.3
+
+WORKDIR /app
+
+RUN DEBIAN_FRONTEND=noninteractive apt-get update \
+    && DEBIAN_FRONTEND=noninteractive apt-get install -y --no-install-recommends \
+       build-essential make \
+    && python3 -m venv "${POETRY_VIRTUALENVS_PATH}" \
+    && ${POETRY_VIRTUALENVS_PATH}/bin/pip install "poetry==${POETRY_VERSION}" \
+    && rm -rf /var/lib/apt/lists/*
+ENV PATH="${POETRY_VIRTUALENVS_PATH}/bin:$PATH"
+
+# Copy lockfiles first for better caching
+COPY services/mcp-server/pyproject.toml services/mcp-server/poetry.lock /app/services/mcp-server/
+
+# Install dependencies with dev extras, without installing project itself
+RUN poetry config virtualenvs.create false \
+    && cd /app/services/mcp-server \
+    && poetry install --no-interaction --no-ansi --no-root --with dev
+
+# Create non-root user (align with prod UID for consistent file perms)
+RUN adduser --disabled-password --gecos "" --uid 10001 nonroot
+
+WORKDIR /app/services/mcp-server
+RUN mkdir -p log && chmod 700 log \
+    && touch /app/services/mcp-server/log/logfile.log && chmod 600 /app/services/mcp-server/log/logfile.log
+
+# Copy sources last
+COPY --chown=nonroot:nonroot services/mcp-server /app/services/mcp-server
+
+USER nonroot
+
+CMD [ "poetry", "run", "python", "src/main.py" ]
diff --git a/services/mcp-server/poetry.lock b/services/mcp-server/poetry.lock
index af020749..96795851 100644
--- a/services/mcp-server/poetry.lock
+++ b/services/mcp-server/poetry.lock
@@ -1,4 +1,4 @@
-# This file is automatically @generated by Poetry 2.2.1 and should not be changed by hand.
+# This file is automatically @generated by Poetry 2.3.1 and should not be changed by hand.
 
 [[package]]
 name = "annotated-types"
@@ -38,7 +38,7 @@ version = "0.8.1"
 description = "Read/rewrite/write Python ASTs"
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,>=2.7"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "astor-0.8.1-py2.py3-none-any.whl", hash = "sha256:070a54e890cefb5b3739d19f30f5a5ec840ffc9c50ffa7d23cc9fc1a38ebbfc5"},
     {file = "astor-0.8.1.tar.gz", hash = "sha256:6a6effda93f4e1ce9f618779b2dd1d9d84f1e32812c23a29b3fff6fd7f63fa5e"},
@@ -50,7 +50,7 @@ version = "3.0.0"
 description = "Pretty print the output of python stdlib `ast.parse`."
 optional = false
 python-versions = ">=3.8"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "astpretty-3.0.0-py2.py3-none-any.whl", hash = "sha256:15bfd47593667169485a1fa7938b8de9445b11057d6f2b6e214b2f70667f94b6"},
     {file = "astpretty-3.0.0.tar.gz", hash = "sha256:b08c95f32e5994454ea99882ff3c4a0afc8254c38998a0ed4b479dba448dc581"},
@@ -62,7 +62,7 @@ version = "25.4.0"
 description = "Classes Without Boilerplate"
 optional = false
 python-versions = ">=3.9"
-groups = ["main", "dev"]
+groups = ["main", "lint"]
 files = [
     {file = "attrs-25.4.0-py3-none-any.whl", hash = "sha256:adcf7e2a1fb3b36ac48d97835bb6d8ade15b8dcce26aba8bf1d14847b57a3373"},
     {file = "attrs-25.4.0.tar.gz", hash = "sha256:16d5969b87f0859ef33a48b35d55ac1be6e42ae49d5e853b597db70c35c57e11"},
@@ -106,7 +106,7 @@ version = "1.9.2"
 description = "Security oriented static analyser for python code."
 optional = false
 python-versions = ">=3.10"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "bandit-1.9.2-py3-none-any.whl", hash = "sha256:bda8d68610fc33a6e10b7a8f1d61d92c8f6c004051d5e946406be1fb1b16a868"},
     {file = "bandit-1.9.2.tar.gz", hash = "sha256:32410415cd93bf9c8b91972159d5cf1e7f063a9146d70345641cd3877de348ce"},
@@ -151,7 +151,7 @@ version = "25.11.0"
 description = "The uncompromising code formatter."
 optional = false
 python-versions = ">=3.9"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "black-25.11.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:ec311e22458eec32a807f029b2646f661e6859c3f61bc6d9ffb67958779f392e"},
     {file = "black-25.11.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:1032639c90208c15711334d681de2e24821af0575573db2810b0763bcd62e0f0"},
@@ -505,7 +505,7 @@ version = "8.3.1"
 description = "Composable command line interface toolkit"
 optional = false
 python-versions = ">=3.10"
-groups = ["main", "dev"]
+groups = ["main", "lint"]
 files = [
     {file = "click-8.3.1-py3-none-any.whl", hash = "sha256:981153a64e25f12d547d3426c367a4857371575ee7ad18df2a6183ab0545b2a6"},
     {file = "click-8.3.1.tar.gz", hash = "sha256:12ff4785d337a1bb490bb7e9c2b1ee5da3112e94a8622f26a6c77f5d2fc6842a"},
@@ -520,12 +520,12 @@ version = "0.4.6"
 description = "Cross-platform colored terminal text."
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,>=2.7"
-groups = ["main", "dev"]
+groups = ["main", "lint", "test"]
 files = [
     {file = "colorama-0.4.6-py2.py3-none-any.whl", hash = "sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6"},
     {file = "colorama-0.4.6.tar.gz", hash = "sha256:08695f5cb7ed6e0531a20572697297273c47b8cae5a63ffc6d6ed5c201be6e44"},
 ]
-markers = {main = "platform_system == \"Windows\" or os_name == \"nt\"", dev = "platform_system == \"Windows\" or sys_platform == \"win32\""}
+markers = {main = "platform_system == \"Windows\" or os_name == \"nt\"", lint = "platform_system == \"Windows\"", test = "sys_platform == \"win32\""}
 
 [[package]]
 name = "coverage"
@@ -533,7 +533,7 @@ version = "7.12.0"
 description = "Code coverage measurement for Python"
 optional = false
 python-versions = ">=3.10"
-groups = ["dev"]
+groups = ["test"]
 files = [
     {file = "coverage-7.12.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:32b75c2ba3f324ee37af3ccee5b30458038c50b349ad9b88cee85096132a575b"},
     {file = "coverage-7.12.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:cb2a1b6ab9fe833714a483a915de350abc624a37149649297624c8d57add089c"},
@@ -986,7 +986,7 @@ version = "2.3.0"
 description = "Removes commented-out code."
 optional = false
 python-versions = "*"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "eradicate-2.3.0-py3-none-any.whl", hash = "sha256:2b29b3dd27171f209e4ddd8204b70c02f0682ae95eecb353f10e8d72b149c63e"},
     {file = "eradicate-2.3.0.tar.gz", hash = "sha256:06df115be3b87d0fc1c483db22a2ebb12bcf40585722810d809cc770f5031c37"},
@@ -1091,7 +1091,7 @@ version = "7.3.0"
 description = "the modular source code checker: pep8 pyflakes and co"
 optional = false
 python-versions = ">=3.9"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "flake8-7.3.0-py2.py3-none-any.whl", hash = "sha256:b9696257b9ce8beb888cdbe31cf885c90d31928fe202be0889a7cdafad32f01e"},
     {file = "flake8-7.3.0.tar.gz", hash = "sha256:fe044858146b9fc69b551a4b490d69cf960fcb78ad1edcb84e7fbb1b4a8e3872"},
@@ -1108,7 +1108,7 @@ version = "0.1.0"
 description = "A flake8 extension that checks for type annotations complexity"
 optional = false
 python-versions = ">=3.9"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "flake8_annotations_complexity-0.1.0-py3-none-any.whl", hash = "sha256:102d75f5ba0c667cde9c563062f4e7c616ca84bf5bfdc9c1f960a2655133ce35"},
     {file = "flake8_annotations_complexity-0.1.0.tar.gz", hash = "sha256:98b86ef87de5331d2b61f3cf472dcf6b8ff1a5ddde46f78bc894b464f06e1414"},
@@ -1123,7 +1123,7 @@ version = "4.1.1"
 description = "Automated security testing with bandit and flake8."
 optional = false
 python-versions = ">=3.6"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "flake8_bandit-4.1.1-py3-none-any.whl", hash = "sha256:4c8a53eb48f23d4ef1e59293657181a3c989d0077c9952717e98a0eace43e06d"},
     {file = "flake8_bandit-4.1.1.tar.gz", hash = "sha256:068e09287189cbfd7f986e92605adea2067630b75380c6b5733dab7d87f9a84e"},
@@ -1139,7 +1139,7 @@ version = "0.4.0"
 description = "flake8 plugin to call black as a code style validator"
 optional = false
 python-versions = ">=3.9"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "flake8_black-0.4.0-py3-none-any.whl", hash = "sha256:288762d0c9ea065782d87eeecbcc20c69079d17fe1d0f0445f0eb0b0ffb80c39"},
     {file = "flake8_black-0.4.0.tar.gz", hash = "sha256:bf226868f695dee48d55ff6d7747e900709bfd6f605b7a378c70e711e3fc26cb"},
@@ -1158,7 +1158,7 @@ version = "24.12.12"
 description = "A plugin for flake8 finding likely bugs and design problems in your program. Contains warnings that don't belong in pyflakes and pycodestyle."
 optional = false
 python-versions = ">=3.8.1"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "flake8_bugbear-24.12.12-py3-none-any.whl", hash = "sha256:1b6967436f65ca22a42e5373aaa6f2d87966ade9aa38d4baf2a1be550767545e"},
     {file = "flake8_bugbear-24.12.12.tar.gz", hash = "sha256:46273cef0a6b6ff48ca2d69e472f41420a42a46e24b2a8972e4f0d6733d12a64"},
@@ -1177,7 +1177,7 @@ version = "2.5.0"
 description = "Check for python builtins being used as variables or parameters"
 optional = false
 python-versions = ">=3.8"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "flake8_builtins-2.5.0-py3-none-any.whl", hash = "sha256:8cac7c52c6f0708c0902b46b385bc7e368a9068965083796f1431c0d2e6550cf"},
     {file = "flake8_builtins-2.5.0.tar.gz", hash = "sha256:bdaa3dd823e4f5308c5e712d19fa5f69daa52781ea874f5ea9c3637bcf56faa6"},
@@ -1195,7 +1195,7 @@ version = "3.17.0"
 description = "A flake8 plugin to help you write better list/set/dict comprehensions."
 optional = false
 python-versions = ">=3.9"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "flake8_comprehensions-3.17.0-py3-none-any.whl", hash = "sha256:3943a9c6f2593c3bc5cc64106c2f89d63c6ecd49c8343597f8257b8fcfc8b0a2"},
     {file = "flake8_comprehensions-3.17.0.tar.gz", hash = "sha256:bf4fa102b2bf4d6c9e999e29e4b2724cbadffb70b937600fc782161be4dc0f4a"},
@@ -1210,7 +1210,7 @@ version = "1.7.0"
 description = "Extension for flake8 which uses pydocstyle to check docstrings"
 optional = false
 python-versions = ">=3.7"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "flake8_docstrings-1.7.0-py2.py3-none-any.whl", hash = "sha256:51f2344026da083fc084166a9353f5082b01f72901df422f74b4d953ae88ac75"},
     {file = "flake8_docstrings-1.7.0.tar.gz", hash = "sha256:4c8cc748dc16e6869728699e5d0d685da9a10b0ea718e090b1ba088e67a941af"},
@@ -1226,7 +1226,7 @@ version = "0.0.8"
 description = "Flake8 plugin to enforce Unix/Linux EOL consistency"
 optional = false
 python-versions = ">=3.8"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "flake8-eol-0.0.8.tar.gz", hash = "sha256:a12d836aef941de299984d6c7c4be58ab5d0953507bc68da3e15f09fee0a5e66"},
     {file = "flake8_eol-0.0.8-py3-none-any.whl", hash = "sha256:85759779b32250385cef6d97dd98abae61ec3619f93725857393f948702f06a5"},
@@ -1241,7 +1241,7 @@ version = "1.5.0"
 description = "Flake8 plugin to find commented out code"
 optional = false
 python-versions = ">=3.8,<4.0"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "flake8_eradicate-1.5.0-py3-none-any.whl", hash = "sha256:18acc922ad7de623f5247c7d5595da068525ec5437dd53b22ec2259b96ce9d22"},
     {file = "flake8_eradicate-1.5.0.tar.gz", hash = "sha256:aee636cb9ecb5594a7cd92d67ad73eb69909e5cc7bd81710cf9d00970f3983a6"},
@@ -1258,7 +1258,7 @@ version = "0.0.1a0"
 description = "A flake8 plugin to identify commonly unhandled exceptions."
 optional = false
 python-versions = "*"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "flake8_exceptions-0.0.1a0-py2.py3-none-any.whl", hash = "sha256:95b33f1491c794b872ca4f1fad5a7caa36b6a79e5c58fddec93e587816582907"},
     {file = "flake8_exceptions-0.0.1a0.tar.gz", hash = "sha256:824c402fcb82e9f4e45ab61eda2f0710202c61d55476f3123c0c27330abc01ed"},
@@ -1273,7 +1273,7 @@ version = "0.0.11"
 description = "A flake8 extension that checks expressions complexity"
 optional = false
 python-versions = ">=3.7"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "flake8_expression_complexity-0.0.11-py3-none-any.whl", hash = "sha256:b56bac37f7dd5d3d102a7111c89f6579c2cbd897b868147794c9ed12aadc627c"},
     {file = "flake8_expression_complexity-0.0.11.tar.gz", hash = "sha256:4dd8909fecbc20f53814cdcef9d0b04f61532764278d9b6e8026686812e96631"},
@@ -1289,7 +1289,7 @@ version = "0.0.5"
 description = "flake8 extension that checks function order within a class"
 optional = false
 python-versions = ">=3.6"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "flake8_function_order-0.0.5-py3-none-any.whl", hash = "sha256:58fd9cdf5584894318dd3949ce51b4000f28810adc053cb092f10911ffe9ec8e"},
     {file = "flake8_function_order-0.0.5.tar.gz", hash = "sha256:16185e1a126ddc7767add8e60616859e3364208fac3650b1c2c624f05c5e39dd"},
@@ -1305,7 +1305,7 @@ version = "2024.24.12"
 description = ""
 optional = false
 python-versions = "*"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "flake8_logging_format-2024.24.12-py3-none-any.whl", hash = "sha256:7d93c2107354b10a05b1a0d8ccd3a9bfb793aee108007765114c958a7541d674"},
 ]
@@ -1320,7 +1320,7 @@ version = "1.3.3"
 description = "The package provides base classes and utils for flake8 plugin writing"
 optional = false
 python-versions = ">=3.6,<4.0"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "flake8-plugin-utils-1.3.3.tar.gz", hash = "sha256:39f6f338d038b301c6fd344b06f2e81e382b68fa03c0560dff0d9b1791a11a2c"},
     {file = "flake8_plugin_utils-1.3.3-py3-none-any.whl", hash = "sha256:e4848c57d9d50f19100c2d75fa794b72df068666a9041b4b0409be923356a3ed"},
@@ -1332,7 +1332,7 @@ version = "1.2.3"
 description = "Flake8 plug-in loading the configuration from pyproject.toml"
 optional = false
 python-versions = ">= 3.6"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "flake8_pyproject-1.2.3-py3-none-any.whl", hash = "sha256:6249fe53545205af5e76837644dc80b4c10037e73a0e5db87ff562d75fb5bd4a"},
 ]
@@ -1349,7 +1349,7 @@ version = "2.2.0"
 description = "A flake8 plugin checking common style issues or inconsistencies with pytest-based tests."
 optional = false
 python-versions = ">=3.10"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "flake8_pytest_style-2.2.0-py3-none-any.whl", hash = "sha256:d01c4198a6c4e0ab759a92a0fa7710f10d83ec28e32a50ab6fb2e10f973a2f36"},
     {file = "flake8_pytest_style-2.2.0.tar.gz", hash = "sha256:d23a33294bccfb9f1b11aaf5212256727b299b9c9b17cf21e230c52c1095a468"},
@@ -1364,7 +1364,7 @@ version = "3.4.0"
 description = "Flake8 lint for quotes."
 optional = false
 python-versions = "*"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "flake8-quotes-3.4.0.tar.gz", hash = "sha256:aad8492fb710a2d3eabe68c5f86a1428de650c8484127e14c43d0504ba30276c"},
 ]
@@ -1379,7 +1379,7 @@ version = "1.2.0"
 description = "Flake8 plugin that checks return values"
 optional = false
 python-versions = ">=3.6,<4.0"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "flake8-return-1.2.0.tar.gz", hash = "sha256:68dfa56582cd704febd02ad86dcf5df67e38e0836d62f1ceae7930d76d3dd955"},
     {file = "flake8_return-1.2.0-py3-none-any.whl", hash = "sha256:1f07af12954ed03ebe2c2aac2418f78b55374e9929d4956109664588f31582a1"},
@@ -1394,7 +1394,7 @@ version = "0.22.0"
 description = "flake8 plugin which checks for code that can be simplified"
 optional = false
 python-versions = ">=3.6.1"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "flake8_simplify-0.22.0-py3-none-any.whl", hash = "sha256:812c65bf49d7857093750df71fc9c4a925fc192bfca14ecf04570e224f17581f"},
     {file = "flake8_simplify-0.22.0.tar.gz", hash = "sha256:526421594d5815cf786a637c2a705223956f7e34872b6bb9f66c5ce3e28caaf9"},
@@ -1410,7 +1410,7 @@ version = "4.12.0"
 description = "A flake8 plugin that helps you write tidier imports."
 optional = false
 python-versions = ">=3.9"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "flake8_tidy_imports-4.12.0-py3-none-any.whl", hash = "sha256:ab1e31a5ce07518a31c0a34cd92551f4c27639ae2c35a21364680a0318da312e"},
     {file = "flake8_tidy_imports-4.12.0.tar.gz", hash = "sha256:9254788c3b6862c2fcec0250d2dc9af089afebff9c5b8a8ac8b9525b059b06db"},
@@ -1425,7 +1425,7 @@ version = "0.2.0"
 description = "flake8 plugin which checks use of deprecated typing.List, typing.Dict, etc."
 optional = false
 python-versions = "*"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "flake8_wot-0.2.0-py3-none-any.whl", hash = "sha256:4bd4f57204fbb13c33c34849ea763519e277293ff6e46a9e9ce7a5b801fab642"},
     {file = "flake8_wot-0.2.0.tar.gz", hash = "sha256:49368e90e9fb0dc04f65a441c1670e1ba631ca10458e8ebcc0382aa8215d598e"},
@@ -1551,7 +1551,7 @@ version = "2.3.0"
 description = "brain-dead simple config-ini parsing"
 optional = false
 python-versions = ">=3.10"
-groups = ["dev"]
+groups = ["test"]
 files = [
     {file = "iniconfig-2.3.0-py3-none-any.whl", hash = "sha256:f631c04d2c48c52b84d0d0549c99ff3859c98df65b3101406327ecc7d53fbf12"},
     {file = "iniconfig-2.3.0.tar.gz", hash = "sha256:c76315c77db068650d49c5b56314774a7804df16fee4402c1f19d6d15d8c4730"},
@@ -1679,7 +1679,7 @@ files = [
 
 [package.dependencies]
 attrs = ">=22.2.0"
-jsonschema-specifications = ">=2023.03.6"
+jsonschema-specifications = ">=2023.3.6"
 referencing = ">=0.28.4"
 rpds-py = ">=0.7.1"
 
@@ -1756,7 +1756,7 @@ version = "4.0.0"
 description = "Python port of markdown-it. Markdown parsing, done right!"
 optional = false
 python-versions = ">=3.10"
-groups = ["main", "dev"]
+groups = ["main", "lint"]
 files = [
     {file = "markdown_it_py-4.0.0-py3-none-any.whl", hash = "sha256:87327c59b172c5011896038353a81343b6754500a08cd7a4973bb48c6d578147"},
     {file = "markdown_it_py-4.0.0.tar.gz", hash = "sha256:cb0a2b4aa34f932c007117b194e945bd74e0ec24133ceb5bac59009cda1cb9f3"},
@@ -1879,7 +1879,7 @@ version = "0.7.0"
 description = "McCabe checker, plugin for flake8"
 optional = false
 python-versions = ">=3.6"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "mccabe-0.7.0-py2.py3-none-any.whl", hash = "sha256:6c2d30ab6be0e4a46919781807b4f0d834ebdd6c6e3dca0bda5a15f863427b6e"},
     {file = "mccabe-0.7.0.tar.gz", hash = "sha256:348e0240c33b60bbdf4e523192ef919f28cb2c3d7d5c7794f74009290f236325"},
@@ -1924,7 +1924,7 @@ version = "0.1.2"
 description = "Markdown URL utilities"
 optional = false
 python-versions = ">=3.7"
-groups = ["main", "dev"]
+groups = ["main", "lint"]
 files = [
     {file = "mdurl-0.1.2-py3-none-any.whl", hash = "sha256:84008a41e51615a49fc9966191ff91509e3c40b939176e643fd50a5c2196b8f8"},
     {file = "mdurl-0.1.2.tar.gz", hash = "sha256:bb413d29f5eea38f31dd4754dd7377d4465116fb207585f97bf925588687c1ba"},
@@ -2020,7 +2020,7 @@ version = "1.1.0"
 description = "Type system extensions for programs checked with the mypy type checker."
 optional = false
 python-versions = ">=3.8"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "mypy_extensions-1.1.0-py3-none-any.whl", hash = "sha256:1be4cccdb0f2482337c4743e60421de3a356cd97508abadd57d47403e94f5505"},
     {file = "mypy_extensions-1.1.0.tar.gz", hash = "sha256:52e68efc3284861e772bbcd66823fde5ae21fd2fdb51c62a211403730b916558"},
@@ -2047,7 +2047,7 @@ version = "25.0"
 description = "Core utilities for Python packages"
 optional = false
 python-versions = ">=3.8"
-groups = ["main", "dev"]
+groups = ["main", "lint", "test"]
 files = [
     {file = "packaging-25.0-py3-none-any.whl", hash = "sha256:29572ef2b1f17581046b3a2227d5c611fb25ec70ca1ba8554b24b0e69331a484"},
     {file = "packaging-25.0.tar.gz", hash = "sha256:d443872c98d677bf60f6a1f2f8c1cb748e8fe762d2bf9d3148b5599295b0fc4f"},
@@ -2071,7 +2071,7 @@ version = "0.12.1"
 description = "Utility library for gitignore style pattern matching of file paths."
 optional = false
 python-versions = ">=3.8"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "pathspec-0.12.1-py3-none-any.whl", hash = "sha256:a0d503e138a4c123b27490a4f7beda6a01c6f288df0e4a8b79c7eb0dc7b4cc08"},
     {file = "pathspec-0.12.1.tar.gz", hash = "sha256:a482d51503a1ab33b1c67a6c3813a26953dbdc71c31dacaef9a838c4e29f5712"},
@@ -2121,7 +2121,7 @@ version = "0.15.1"
 description = "Check PEP-8 naming conventions, plugin for flake8"
 optional = false
 python-versions = ">=3.9"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "pep8_naming-0.15.1-py3-none-any.whl", hash = "sha256:eb63925e7fd9e028c7f7ee7b1e413ec03d1ee5de0e627012102ee0222c273c86"},
     {file = "pep8_naming-0.15.1.tar.gz", hash = "sha256:f6f4a499aba2deeda93c1f26ccc02f3da32b035c8b2db9696b730ef2c9639d29"},
@@ -2151,7 +2151,7 @@ version = "4.5.0"
 description = "A small Python package for determining appropriate platform-specific dirs, e.g. a `user data dir`."
 optional = false
 python-versions = ">=3.10"
-groups = ["main", "dev"]
+groups = ["main", "lint"]
 files = [
     {file = "platformdirs-4.5.0-py3-none-any.whl", hash = "sha256:e578a81bb873cbb89a41fcc904c7ef523cc18284b7e3b3ccf06aca1403b7ebd3"},
     {file = "platformdirs-4.5.0.tar.gz", hash = "sha256:70ddccdd7c99fc5942e9fc25636a8b34d04c24b335100223152c2803e4063312"},
@@ -2168,7 +2168,7 @@ version = "1.6.0"
 description = "plugin and hook calling mechanisms for python"
 optional = false
 python-versions = ">=3.9"
-groups = ["dev"]
+groups = ["test"]
 files = [
     {file = "pluggy-1.6.0-py3-none-any.whl", hash = "sha256:e920276dd6813095e9377c0bc5566d94c932c33b27a3e3945d8389c374dd4746"},
     {file = "pluggy-1.6.0.tar.gz", hash = "sha256:7dcc130b76258d33b90f61b658791dede3486c3e6bfb003ee5c9bfb396dd22f3"},
@@ -2283,7 +2283,7 @@ version = "2.14.0"
 description = "Python style guide checker"
 optional = false
 python-versions = ">=3.9"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "pycodestyle-2.14.0-py2.py3-none-any.whl", hash = "sha256:dd6bf7cb4ee77f8e016f9c8e74a35ddd9f67e1d5fd4184d86c3b98e07099f42d"},
     {file = "pycodestyle-2.14.0.tar.gz", hash = "sha256:c4b5b517d278089ff9d0abdec919cd97262a3367449ea1c8b49b91529167b783"},
@@ -2489,7 +2489,7 @@ version = "6.3.0"
 description = "Python docstring style checker"
 optional = false
 python-versions = ">=3.6"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "pydocstyle-6.3.0-py3-none-any.whl", hash = "sha256:118762d452a49d6b05e194ef344a55822987a462831ade91ec5c06fd2169d019"},
     {file = "pydocstyle-6.3.0.tar.gz", hash = "sha256:7ce43f0c0ac87b07494eb9c0b462c0b73e6ff276807f204d6b53edc72b7e44e1"},
@@ -2507,7 +2507,7 @@ version = "3.4.0"
 description = "passive checker of Python programs"
 optional = false
 python-versions = ">=3.9"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "pyflakes-3.4.0-py2.py3-none-any.whl", hash = "sha256:f742a7dbd0d9cb9ea41e9a24a918996e8170c799fa528688d40dd582c8265f4f"},
     {file = "pyflakes-3.4.0.tar.gz", hash = "sha256:b24f96fafb7d2ab0ec5075b7350b3d2d2218eab42003821c06344973d3ea2f58"},
@@ -2519,7 +2519,7 @@ version = "2.19.2"
 description = "Pygments is a syntax highlighting package written in Python."
 optional = false
 python-versions = ">=3.8"
-groups = ["main", "dev"]
+groups = ["main", "lint", "test"]
 files = [
     {file = "pygments-2.19.2-py3-none-any.whl", hash = "sha256:86540386c03d588bb81d44bc3928634ff26449851e99741617ecb9037ee5ec0b"},
     {file = "pygments-2.19.2.tar.gz", hash = "sha256:636cb2477cec7f8952536970bc533bc43743542f70392ae026374600add5b887"},
@@ -2579,7 +2579,7 @@ version = "8.4.2"
 description = "pytest: simple powerful testing with Python"
 optional = false
 python-versions = ">=3.9"
-groups = ["dev"]
+groups = ["test"]
 files = [
     {file = "pytest-8.4.2-py3-none-any.whl", hash = "sha256:872f880de3fc3a5bdc88a11b39c9710c3497a547cfa9320bc3c5e62fbf272e79"},
     {file = "pytest-8.4.2.tar.gz", hash = "sha256:86c0d0b93306b961d58d62a4db4879f27fe25513d4b969df351abdddb3c30e01"},
@@ -2643,7 +2643,7 @@ version = "0.3.0"
 description = "A Fast, spec compliant Python 3.14+ tokenizer that runs on older Pythons."
 optional = false
 python-versions = ">=3.8"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "pytokens-0.3.0-py3-none-any.whl", hash = "sha256:95b2b5eaf832e469d141a378872480ede3f251a5a5041b8ec6e581d3ac71bbf3"},
     {file = "pytokens-0.3.0.tar.gz", hash = "sha256:2f932b14ed08de5fcf0b391ace2642f858f1394c0857202959000b68ed7a458a"},
@@ -2702,7 +2702,7 @@ version = "6.0.3"
 description = "YAML parser and emitter for Python"
 optional = false
 python-versions = ">=3.8"
-groups = ["main", "dev"]
+groups = ["main", "lint"]
 files = [
     {file = "PyYAML-6.0.3-cp38-cp38-macosx_10_13_x86_64.whl", hash = "sha256:c2514fceb77bc5e7a2f7adfaa1feb2fb311607c9cb518dbc378688ec73d8292f"},
     {file = "PyYAML-6.0.3-cp38-cp38-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:9c57bb8c96f6d1808c030b1687b9b5fb476abaa47f0db9c0101f5e9f394e97f4"},
@@ -2935,7 +2935,7 @@ version = "14.2.0"
 description = "Render rich text, tables, progress bars, syntax highlighting, markdown and more to the terminal"
 optional = false
 python-versions = ">=3.8.0"
-groups = ["main", "dev"]
+groups = ["main", "lint"]
 files = [
     {file = "rich-14.2.0-py3-none-any.whl", hash = "sha256:76bc51fe2e57d2b1be1f96c524b890b816e334ab4c1e45888799bfaab0021edd"},
     {file = "rich-14.2.0.tar.gz", hash = "sha256:73ff50c7c0c1c77c8243079283f4edb376f0f6442433aecb8ce7e6d0b92d1fe4"},
@@ -3115,7 +3115,7 @@ version = "80.9.0"
 description = "Easily download, build, install, upgrade, and uninstall Python packages"
 optional = false
 python-versions = ">=3.9"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "setuptools-80.9.0-py3-none-any.whl", hash = "sha256:062d34222ad13e0cc312a4c02d73f059e86a4acbfbdea8f8f76b28c99f306922"},
     {file = "setuptools-80.9.0.tar.gz", hash = "sha256:f36b47402ecde768dbfafc46e8e4207b4360c654f1f3bb84475f0a28628fb19c"},
@@ -3172,7 +3172,7 @@ version = "3.0.1"
 description = "This package provides 32 stemmers for 30 languages generated from Snowball algorithms."
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "snowballstemmer-3.0.1-py3-none-any.whl", hash = "sha256:6cd7b3897da8d6c9ffb968a6781fa6532dce9c3618a4b127d920dab764a19064"},
     {file = "snowballstemmer-3.0.1.tar.gz", hash = "sha256:6d5eeeec8e9f84d4d56b847692bacf79bc2c8e90c7f80ca4444ff8b6f2e52895"},
@@ -3224,7 +3224,7 @@ version = "5.6.0"
 description = "Manage dynamic plugins for Python applications"
 optional = false
 python-versions = ">=3.10"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "stevedore-5.6.0-py3-none-any.whl", hash = "sha256:4a36dccefd7aeea0c70135526cecb7766c4c84c473b1af68db23d541b6dc1820"},
     {file = "stevedore-5.6.0.tar.gz", hash = "sha256:f22d15c6ead40c5bbfa9ca54aa7e7b4a07d59b36ae03ed12ced1a54cf0b51945"},
@@ -3616,9 +3616,9 @@ files = [
 ]
 
 [package.extras]
-cffi = ["cffi (>=1.17,<2.0) ; platform_python_implementation != \"PyPy\" and python_version < \"3.14\"", "cffi (>=2.0.0b) ; platform_python_implementation != \"PyPy\" and python_version >= \"3.14\""]
+cffi = ["cffi (>=1.17,<2.0) ; platform_python_implementation != \"PyPy\" and python_version < \"3.14\"", "cffi (>=2.0.0b0) ; platform_python_implementation != \"PyPy\" and python_version >= \"3.14\""]
 
 [metadata]
 lock-version = "2.1"
 python-versions = "^3.11"
-content-hash = "0c9cbb8bf78236b6df8aee1582a0792c017fe4293300286ad17b834dc7a5a5e4"
+content-hash = "e71e526a71bc09ea6de40790233e7c76d6ff30953623181a96d2b2f601860c4a"
diff --git a/services/mcp-server/pyproject.toml b/services/mcp-server/pyproject.toml
index 3b7ffbb2..b24b9b58 100644
--- a/services/mcp-server/pyproject.toml
+++ b/services/mcp-server/pyproject.toml
@@ -24,13 +24,14 @@ jinja2 = "^3.1.6"
 starlette = ">=0.49.1"
 authlib = "^1.6.4"
 
-[tool.poetry.group.dev.dependencies]
-debugpy = "^1.8.1"
+[tool.poetry.group.test.dependencies]
 pytest = "^8.2.1"
+coverage = "^7.5.4"
+
+[tool.poetry.group.lint.dependencies]
 flake8 = "^7.1.0"
 flake8-black = "^0.4.0"
 flake8-pyproject = "^1.2.3"
-coverage = "^7.5.4"
 flake8-quotes = "^3.4.0"
 flake8-return = "^1.2.0"
 flake8-annotations-complexity = "^0.1.0"
@@ -51,13 +52,16 @@ flake8-wot = "^0.2.0"
 flake8-function-order = "^0.0.5"
 flake8-tidy-imports = "^4.10.0"
 
+[tool.poetry.group.dev.dependencies]
+debugpy = "^1.8.1"
+
 [build-system]
 requires = ["poetry-core"]
 build-backend = "poetry.core.masonry.api"
 
 
 [tool.flake8]
-exclude= [".eggs", "./src/rag_backend_client", ".git", ".hg", ".mypy_cache", ".tox", ".venv", ".devcontainer", "venv", "_build", "buck-out", "build", "dist"]
+exclude= [".eggs", "./src/rag_backend_client", ".git", ".hg", ".mypy_cache", ".tox", ".venv", ".devcontainer", "venv", "_build", "buck-out", "build", "dist", "**/__init__.py"]
 statistics = true
 show-source = false
 max-complexity = 8
@@ -124,4 +128,3 @@ markers = [
     "integration: marks tests as integration tests",
     "unit: marks tests as unit tests"
 ]
-
diff --git a/services/rag-backend/Dockerfile b/services/rag-backend/Dockerfile
index 45732809..255ae012 100644
--- a/services/rag-backend/Dockerfile
+++ b/services/rag-backend/Dockerfile
@@ -1,6 +1,5 @@
 FROM --platform=linux/amd64 python:3.13-bookworm AS build
 
-ARG dev=0
 ENV POETRY_VIRTUALENVS_PATH=/opt/.venv \
     POETRY_VIRTUALENVS_CREATE=false \
     POETRY_VIRTUALENVS_IN_PROJECT=false \
@@ -8,69 +7,75 @@ ENV POETRY_VIRTUALENVS_PATH=/opt/.venv \
     PATH=/opt/.venv/bin:$PATH \
     POETRY_VERSION=2.1.3
 
+# Build argument to control which dependency group to install
+ARG DEPENDENCY_GROUP=prod
+
 WORKDIR /app
 
 RUN DEBIAN_FRONTEND=noninteractive apt-get update \
-    && DEBIAN_FRONTEND=noninteractive apt-get install -y build-essential --no-install-recommends make && \
-    python3 -m venv "${POETRY_VIRTUALENVS_PATH}" \
-    && $POETRY_VIRTUALENVS_PATH/bin/pip install "poetry==${POETRY_VERSION}"
-ENV PATH="${POETRY_VIRTUALENVS_PATH}/bin:$PATH"
-
-COPY libs/rag-core-lib /app/libs/rag-core-lib
-COPY libs/rag-core-api /app/libs/rag-core-api
+    && DEBIAN_FRONTEND=noninteractive apt-get install -y build-essential --no-install-recommends make \
+    && python3 -m venv "${POETRY_VIRTUALENVS_PATH}" \
+    && ${POETRY_VIRTUALENVS_PATH}/bin/pip install "poetry==${POETRY_VERSION}"
 
+# Copy service manifest + lockfile and install runtime deps using the lock
 WORKDIR /app/services/rag-backend
 COPY services/rag-backend/pyproject.toml services/rag-backend/poetry.lock ./
 
-RUN mkdir log && chmod 700 log
-RUN touch /app/services/rag-backend/log/logfile.log && chmod 600 /app/services/rag-backend/log/logfile.log
+# Copy the required lib dependencies
+COPY libs/rag-core-api/pyproject.toml libs/rag-core-api/poetry.lock /app/libs/rag-core-api/
+COPY libs/rag-core-api/README.md /app/libs/rag-core-api/README.md
+COPY libs/rag-core-api/src /app/libs/rag-core-api/src
+COPY libs/rag-core-lib/pyproject.toml libs/rag-core-lib/poetry.lock /app/libs/rag-core-lib/
+COPY libs/rag-core-lib/README.md /app/libs/rag-core-lib/README.md
+COPY libs/rag-core-lib/src /app/libs/rag-core-lib/src
 
-# Cache bust with dev arg so dev dependencies install when dev=1
-RUN echo "CACHE_BUST_DEV=$dev" && poetry config virtualenvs.create false &&\
-    if [ "$dev" = "1" ]; then \
-    poetry install --no-interaction --no-ansi --no-root --with dev; \
-    else \
-    poetry install --no-interaction --no-ansi --no-root; \
-    fi
+RUN mkdir -p log && chmod 700 log \
+    && touch /app/services/rag-backend/log/logfile.log && chmod 600 /app/services/rag-backend/log/logfile.log
+
+RUN poetry config virtualenvs.create false \
+    && cd /app/services/rag-backend \
+    && poetry install --no-interaction --no-ansi --no-root --with ${DEPENDENCY_GROUP}
 
 FROM --platform=linux/amd64 python:3.13-bookworm
-ARG dev=0
+
+WORKDIR /app/services/rag-backend
 
 RUN adduser --disabled-password --gecos "" --uid 10001 nonroot
 
 ENV POETRY_VIRTUALENVS_PATH=/opt/.venv
+ENV POETRY_VIRTUALENVS_IN_PROJECT=false \
+    VIRTUAL_ENV=${POETRY_VIRTUALENVS_PATH} \
+    PATH=${POETRY_VIRTUALENVS_PATH}/bin:$PATH
+
 COPY --from=build --chown=nonroot:nonroot ${POETRY_VIRTUALENVS_PATH} ${POETRY_VIRTUALENVS_PATH}
 COPY --from=build /usr/local/bin/ /usr/local/bin/
 COPY --from=build /usr/bin/make /usr/bin/make
 COPY --from=build /usr/local/lib/ /usr/local/lib/
 
-
-COPY --chown=nonroot:nonroot libs/rag-core-lib /app/libs/rag-core-lib
-COPY --chown=nonroot:nonroot libs/rag-core-api /app/libs/rag-core-api
-
-WORKDIR /app/services/rag-backend
 COPY --chown=nonroot:nonroot services/rag-backend .
-
-
-# Ensure poetry reuses existing virtualenv when running as nonroot
-ENV POETRY_VIRTUALENVS_CREATE=false \
-    POETRY_VIRTUALENVS_IN_PROJECT=false \
-    VIRTUAL_ENV=/opt/.venv \
-    PATH=/opt/.venv/bin:$PATH
+# Preserve log directory from build stage
+COPY --from=build --chown=nonroot:nonroot /app/services/rag-backend/log /app/services/rag-backend/log
+
+# Copy the library source code to the final stage only for local path dependencies
+ARG DEPENDENCY_GROUP=prod
+COPY --from=build --chown=nonroot:nonroot \
+    /app/libs/rag-core-api \
+    /tmp/conditional-libs/rag-core-api
+COPY --from=build --chown=nonroot:nonroot \
+    /app/libs/rag-core-lib \
+    /tmp/conditional-libs/rag-core-lib
+
+# Move libraries to final location only if using prod-local
+RUN if [ "$DEPENDENCY_GROUP" = "prod-local" ]; then \
+        mkdir -p /app/libs && \
+        mv /tmp/conditional-libs/* /app/libs/ && \
+        chown -R nonroot:nonroot /app/libs; \
+    fi && \
+    rm -rf /tmp/conditional-libs
 
 # cleanup
-RUN apt-get clean autoclean
-RUN apt-get autoremove --yes
-
-RUN if [ "$dev" = "0" ]; then \
-        while read -r shell; do rm -f "$shell"; done < /etc/shells; \
-        rm -rf /var/lib/{apt,dpkg,cache,log}/ \
-    else \
-        echo "POETRY_VIRTUALENVS_PATH=/opt/.venv" >> /etc/environment;\
-        export POETRY_VIRTUALENVS_PATH=/opt/.venv;\
-        export PATH="${POETRY_VIRTUALENVS_PATH}/bin:$PATH";\
-    fi
-
+RUN apt-get clean autoclean && apt-get autoremove --yes \
+    && while read -r shell; do rm -f "$shell"; done < /etc/shells || true \
+    && rm -rf /var/lib/{apt,dpkg,cache,log}/ || true
 
 USER nonroot
-COPY --from=build --chown=nonroot:nonroot  /app/services/rag-backend/log /app/services/rag-backend/log
diff --git a/services/rag-backend/Dockerfile.dev b/services/rag-backend/Dockerfile.dev
new file mode 100644
index 00000000..bfd6484e
--- /dev/null
+++ b/services/rag-backend/Dockerfile.dev
@@ -0,0 +1,49 @@
+FROM --platform=linux/amd64 python:3.13-bookworm
+
+# Dev image: source-based, fast iteration
+ENV POETRY_VIRTUALENVS_PATH=/app/services/rag-backend/.venv
+ENV VIRTUAL_ENV="${POETRY_VIRTUALENVS_PATH}"
+ENV POETRY_VERSION=2.1.3
+
+WORKDIR /app
+
+# Base tools for building native deps and running make/linters
+RUN DEBIAN_FRONTEND=noninteractive apt-get update \
+    && DEBIAN_FRONTEND=noninteractive apt-get install -y --no-install-recommends \
+       build-essential make \
+    && python3 -m venv "${POETRY_VIRTUALENVS_PATH}" \
+    && ${POETRY_VIRTUALENVS_PATH}/bin/pip install "poetry==${POETRY_VERSION}" \
+    && rm -rf /var/lib/apt/lists/*
+ENV PATH="${POETRY_VIRTUALENVS_PATH}/bin:$PATH"
+
+# Copy lockfiles first for better layer caching
+COPY services/rag-backend/pyproject.toml services/rag-backend/poetry.lock /app/services/rag-backend/
+COPY libs/rag-core-lib/pyproject.toml libs/rag-core-lib/poetry.lock /app/libs/rag-core-lib/
+COPY libs/rag-core-api/pyproject.toml libs/rag-core-api/poetry.lock /app/libs/rag-core-api/
+
+# Copy minimal lib structure for poetry to recognize local packages
+COPY libs/rag-core-lib/src /app/libs/rag-core-lib/src
+COPY libs/rag-core-lib/README.md /app/libs/rag-core-lib/
+COPY libs/rag-core-api/src /app/libs/rag-core-api/src
+COPY libs/rag-core-api/README.md /app/libs/rag-core-api/
+
+# Install third-party dependencies (dev extras) without packaging the projects themselves
+RUN poetry config virtualenvs.create false \
+    && cd /app/services/rag-backend && poetry install --no-interaction --no-ansi --no-root --with dev --without prod
+
+# Prepare runtime
+WORKDIR /app/services/rag-backend
+RUN mkdir -p log && chmod 700 log \
+    && touch /app/services/rag-backend/log/logfile.log && chmod 600 /app/services/rag-backend/log/logfile.log
+
+# Make sources available (no package install); use PYTHONPATH for local libs
+ENV PYTHONPATH="/app/services/rag-backend/src:/app/libs/rag-core-api/src:/app/libs/rag-core-lib/src"
+
+RUN adduser --disabled-password --gecos "" --uid 10001 nonroot
+
+RUN chown -R nonroot:nonroot /app
+COPY --chown=nonroot:nonroot services/rag-backend /app/services/rag-backend
+
+USER nonroot
+
+# Entrypoint is managed by Helm/Tilt; keeping default
diff --git a/services/rag-backend/poetry.lock b/services/rag-backend/poetry.lock
index ae5d4aff..f0f7f1be 100644
--- a/services/rag-backend/poetry.lock
+++ b/services/rag-backend/poetry.lock
@@ -1,4 +1,4 @@
-# This file is automatically @generated by Poetry 2.2.1 and should not be changed by hand.
+# This file is automatically @generated by Poetry 2.3.1 and should not be changed by hand.
 
 [[package]]
 name = "aiohappyeyeballs"
@@ -6,7 +6,7 @@ version = "2.6.1"
 description = "Happy Eyeballs for asyncio"
 optional = false
 python-versions = ">=3.9"
-groups = ["main"]
+groups = ["dev", "prod", "prod-local"]
 files = [
     {file = "aiohappyeyeballs-2.6.1-py3-none-any.whl", hash = "sha256:f349ba8f4b75cb25c99c5c2d84e997e485204d2902a9597802b0371f09331fb8"},
     {file = "aiohappyeyeballs-2.6.1.tar.gz", hash = "sha256:c3f9d0113123803ccadfdf3f0faa505bc78e6a72d1cc4806cbd719826e943558"},
@@ -14,98 +14,132 @@ files = [
 
 [[package]]
 name = "aiohttp"
-version = "3.12.14"
+version = "3.13.0"
 description = "Async http client/server framework (asyncio)"
 optional = false
 python-versions = ">=3.9"
-groups = ["main"]
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 ]
 
 [package.dependencies]
@@ -118,7 +152,7 @@ propcache = ">=0.2.0"
 yarl = ">=1.17.0,<2.0"
 
 [package.extras]
-speedups = ["Brotli ; platform_python_implementation == \"CPython\"", "aiodns (>=3.3.0)", "brotlicffi ; platform_python_implementation != \"CPython\""]
+speedups = ["Brotli ; platform_python_implementation == \"CPython\"", "aiodns (>=3.3.0)", "brotlicffi ; platform_python_implementation != \"CPython\"", "zstandard ; platform_python_implementation == \"CPython\" and python_version < \"3.14\""]
 
 [[package]]
 name = "aiosignal"
@@ -126,7 +160,7 @@ version = "1.4.0"
 description = "aiosignal: a list of registered asynchronous callbacks"
 optional = false
 python-versions = ">=3.9"
-groups = ["main"]
+groups = ["dev", "prod", "prod-local"]
 files = [
     {file = "aiosignal-1.4.0-py3-none-any.whl", hash = "sha256:053243f8b92b990551949e63930a839ff0cf0b0ebbe0597b0f3fb19e1a0fe82e"},
     {file = "aiosignal-1.4.0.tar.gz", hash = "sha256:f47eecd9468083c2029cc99945502cb7708b082c232f9aca65da147157b251c7"},
@@ -141,7 +175,7 @@ version = "0.0.4"
 description = "Document parameters, class attributes, return types, and variables inline, with Annotated."
 optional = false
 python-versions = ">=3.8"
-groups = ["main"]
+groups = ["dev", "prod", "prod-local"]
 files = [
     {file = "annotated_doc-0.0.4-py3-none-any.whl", hash = "sha256:571ac1dc6991c450b25a9c2d84a3705e2ae7a53467b5d111c24fa8baabbed320"},
     {file = "annotated_doc-0.0.4.tar.gz", hash = "sha256:fbcda96e87e9c92ad167c2e53839e57503ecfda18804ea28102353485033faa4"},
@@ -153,7 +187,7 @@ version = "0.7.0"
 description = "Reusable constraint types to use with typing.Annotated"
 optional = false
 python-versions = ">=3.8"
-groups = ["main"]
+groups = ["dev", "prod", "prod-local"]
 files = [
     {file = "annotated_types-0.7.0-py3-none-any.whl", hash = "sha256:1f02e8b43a8fbbc3f3e0d4f0f4bfc8131bcb4eebe8849b8e5c773f3a1c582a53"},
     {file = "annotated_types-0.7.0.tar.gz", hash = "sha256:aff07c09a53a08bc8cfccb9c85b05f1aa9a2a6f23728d790723543408344ce89"},
@@ -161,14 +195,14 @@ files = [
 
 [[package]]
 name = "anyio"
-version = "4.9.0"
-description = "High level compatibility layer for multiple asynchronous event loop implementations"
+version = "4.11.0"
+description = "High-level concurrency and networking framework on top of asyncio or Trio"
 optional = false
 python-versions = ">=3.9"
-groups = ["main"]
+groups = ["dev", "prod", "prod-local"]
 files = [
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-    {file = "anyio-4.9.0.tar.gz", hash = "sha256:673c0c244e15788651a4ff38710fea9675823028a6f08a5eda409e0c9840a028"},
+    {file = "anyio-4.11.0-py3-none-any.whl", hash = "sha256:0287e96f4d26d4149305414d4e3bc32f0dcd0862365a4bddea19d7a1ec38c4fc"},
+    {file = "anyio-4.11.0.tar.gz", hash = "sha256:82a8d0b81e318cc5ce71a5f1f8b5c4e63619620b63141ef8c995fa0db95a57c4"},
 ]
 
 [package.dependencies]
@@ -176,9 +210,7 @@ idna = ">=2.8"
 sniffio = ">=1.1"
 
 [package.extras]
-doc = ["Sphinx (>=8.2,<9.0)", "packaging", "sphinx-autodoc-typehints (>=1.2.0)", "sphinx_rtd_theme"]
-test = ["anyio[trio]", "blockbuster (>=1.5.23)", "coverage[toml] (>=7)", "exceptiongroup (>=1.2.0)", "hypothesis (>=4.0)", "psutil (>=5.9)", "pytest (>=7.0)", "trustme", "truststore (>=0.9.1) ; python_version >= \"3.10\"", "uvloop (>=0.21) ; platform_python_implementation == \"CPython\" and platform_system != \"Windows\" and python_version < \"3.14\""]
-trio = ["trio (>=0.26.1)"]
+trio = ["trio (>=0.31.0)"]
 
 [[package]]
 name = "appdirs"
@@ -186,7 +218,7 @@ version = "1.4.4"
 description = "A small Python module for determining appropriate platform-specific dirs, e.g. a \"user data dir\"."
 optional = false
 python-versions = "*"
-groups = ["main"]
+groups = ["dev", "prod", "prod-local"]
 files = [
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@@ -198,7 +230,7 @@ version = "0.8.1"
 description = "Read/rewrite/write Python ASTs"
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,>=2.7"
-groups = ["dev"]
+groups = ["lint"]
 files = [
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@@ -210,7 +242,7 @@ version = "3.0.0"
 description = "Pretty print the output of python stdlib `ast.parse`."
 optional = false
 python-versions = ">=3.8"
-groups = ["dev"]
+groups = ["lint"]
 files = [
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@@ -218,31 +250,23 @@ files = [
 
 [[package]]
 name = "attrs"
-version = "25.3.0"
+version = "25.4.0"
 description = "Classes Without Boilerplate"
 optional = false
-python-versions = ">=3.8"
-groups = ["main", "dev"]
+python-versions = ">=3.9"
+groups = ["dev", "lint", "prod", "prod-local"]
 files = [
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+    {file = "attrs-25.4.0-py3-none-any.whl", hash = "sha256:adcf7e2a1fb3b36ac48d97835bb6d8ade15b8dcce26aba8bf1d14847b57a3373"},
+    {file = "attrs-25.4.0.tar.gz", hash = "sha256:16d5969b87f0859ef33a48b35d55ac1be6e42ae49d5e853b597db70c35c57e11"},
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-[package.extras]
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-cov = ["cloudpickle ; platform_python_implementation == \"CPython\"", "coverage[toml] (>=5.3)", "hypothesis", "mypy (>=1.11.1) ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pytest-xdist[psutil]"]
-dev = ["cloudpickle ; platform_python_implementation == \"CPython\"", "hypothesis", "mypy (>=1.11.1) ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pre-commit-uv", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pytest-xdist[psutil]"]
-docs = ["cogapp", "furo", "myst-parser", "sphinx", "sphinx-notfound-page", "sphinxcontrib-towncrier", "towncrier"]
-tests = ["cloudpickle ; platform_python_implementation == \"CPython\"", "hypothesis", "mypy (>=1.11.1) ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pytest-xdist[psutil]"]
-tests-mypy = ["mypy (>=1.11.1) ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pytest-mypy-plugins ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\""]
-
 [[package]]
 name = "backoff"
 version = "2.2.1"
 description = "Function decoration for backoff and retry"
 optional = false
 python-versions = ">=3.7,<4.0"
-groups = ["main"]
+groups = ["dev", "prod", "prod-local"]
 files = [
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@@ -254,7 +278,7 @@ version = "1.8.6"
 description = "Security oriented static analyser for python code."
 optional = false
 python-versions = ">=3.9"
-groups = ["dev"]
+groups = ["lint"]
 files = [
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@@ -279,7 +303,7 @@ version = "25.1.0"
 description = "The uncompromising code formatter."
 optional = false
 python-versions = ">=3.9"
-groups = ["dev"]
+groups = ["lint"]
 files = [
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@@ -320,209 +344,115 @@ uvloop = ["uvloop (>=0.15.2)"]
 
 [[package]]
 name = "certifi"
-version = "2025.6.15"
+version = "2025.10.5"
 description = "Python package for providing Mozilla's CA Bundle."
 optional = false
 python-versions = ">=3.7"
-groups = ["main"]
+groups = ["dev", "prod", "prod-local"]
 files = [
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+    {file = "certifi-2025.10.5.tar.gz", hash = "sha256:47c09d31ccf2acf0be3f701ea53595ee7e0b8fa08801c6624be771df09ae7b43"},
 ]
 
-[[package]]
-name = "cffi"
-version = "1.17.1"
-description = "Foreign Function Interface for Python calling C code."
-optional = false
-python-versions = ">=3.8"
-groups = ["main"]
-markers = "platform_python_implementation == \"PyPy\""
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 ]
 
 [[package]]
 name = "click"
-version = "8.2.1"
+version = "8.3.0"
 description = "Composable command line interface toolkit"
 optional = false
 python-versions = ">=3.10"
-groups = ["main", "dev"]
+groups = ["dev", "lint", "prod", "prod-local"]
 files = [
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 ]
 
 [package.dependencies]
@@ -534,12 +464,12 @@ version = "0.4.6"
 description = "Cross-platform colored terminal text."
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,>=2.7"
-groups = ["main", "dev"]
+groups = ["dev", "lint", "prod", "prod-local", "test"]
 files = [
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 ]
-markers = {main = "platform_system == \"Windows\" or sys_platform == \"win32\"", dev = "sys_platform == \"win32\" or platform_system == \"Windows\""}
+markers = {dev = "platform_system == \"Windows\" or sys_platform == \"win32\"", lint = "platform_system == \"Windows\"", prod = "platform_system == \"Windows\" or sys_platform == \"win32\"", prod-local = "platform_system == \"Windows\" or sys_platform == \"win32\"", test = "sys_platform == \"win32\""}
 
 [[package]]
 name = "coloredlogs"
@@ -547,7 +477,7 @@ version = "15.0.1"
 description = "Colored terminal output for Python's logging module"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
-groups = ["main"]
+groups = ["dev", "prod", "prod-local"]
 files = [
     {file = "coloredlogs-15.0.1-py2.py3-none-any.whl", hash = "sha256:612ee75c546f53e92e70049c9dbfcc18c935a2b9a53b66085ce9ef6a6e5c0934"},
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@@ -565,7 +495,7 @@ version = "7.10.7"
 description = "Code coverage measurement for Python"
 optional = false
 python-versions = ">=3.9"
-groups = ["dev"]
+groups = ["test"]
 files = [
     {file = "coverage-7.10.7-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:fc04cc7a3db33664e0c2d10eb8990ff6b3536f6842c9590ae8da4c614b9ed05a"},
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@@ -682,7 +612,7 @@ version = "0.6.7"
 description = "Easily serialize dataclasses to and from JSON."
 optional = false
 python-versions = "<4.0,>=3.7"
-groups = ["main"]
+groups = ["dev", "prod", "prod-local"]
 files = [
     {file = "dataclasses_json-0.6.7-py3-none-any.whl", hash = "sha256:0dbf33f26c8d5305befd61b39d2b3414e8a407bedc2834dea9b8d642666fb40a"},
     {file = "dataclasses_json-0.6.7.tar.gz", hash = "sha256:b6b3e528266ea45b9535223bc53ca645f5208833c29229e847b3f26a1cc55fc0"},
@@ -698,7 +628,7 @@ version = "3.6.0"
 description = "HuggingFace community-driven open-source library of datasets"
 optional = false
 python-versions = ">=3.9.0"
-groups = ["main"]
+groups = ["dev", "prod", "prod-local"]
 files = [
     {file = "datasets-3.6.0-py3-none-any.whl", hash = "sha256:25000c4a2c0873a710df127d08a202a06eab7bf42441a6bc278b499c2f72cd1b"},
     {file = "datasets-3.6.0.tar.gz", hash = "sha256:1b2bf43b19776e2787e181cfd329cb0ca1a358ea014780c3581e0f276375e041"},
@@ -777,28 +707,42 @@ files = [
 
 [[package]]
 name = "dependency-injector"
-version = "4.48.1"
+version = "4.48.2"
 description = "Dependency injection framework for Python"
 optional = false
 python-versions = ">=3.8"
-groups = ["main"]
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+    {file = "dependency_injector-4.48.2.tar.gz", hash = "sha256:9ce6089d75a5dd0b6191a243f41d2c2746802bb39550ad431242c15136fefd60"},
 ]
 
 [package.extras]
@@ -814,7 +758,7 @@ version = "1.2.18"
 description = "Python @deprecated decorator to deprecate old python classes, functions or methods."
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,>=2.7"
-groups = ["main"]
+groups = ["dev", "prod", "prod-local"]
 files = [
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     {file = "deprecated-1.2.18.tar.gz", hash = "sha256:422b6f6d859da6f2ef57857761bfb392480502a64c3028ca9bbe86085d72115d"},
@@ -832,7 +776,7 @@ version = "0.3.8"
 description = "serialize all of Python"
 optional = false
 python-versions = ">=3.8"
-groups = ["main"]
+groups = ["dev", "prod", "prod-local"]
 files = [
     {file = "dill-0.3.8-py3-none-any.whl", hash = "sha256:c36ca9ffb54365bdd2f8eb3eff7d2a21237f8452b57ace88b1ac615b7e815bd7"},
     {file = "dill-0.3.8.tar.gz", hash = "sha256:3ebe3c479ad625c4553aca177444d89b486b1d84982eeacded644afc0cf797ca"},
@@ -848,7 +792,7 @@ version = "5.6.3"
 description = "Disk Cache -- Disk and file backed persistent cache."
 optional = false
 python-versions = ">=3"
-groups = ["main"]
+groups = ["dev", "prod", "prod-local"]
 files = [
     {file = "diskcache-5.6.3-py3-none-any.whl", hash = "sha256:5e31b2d5fbad117cc363ebaf6b689474db18a1f6438bc82358b024abd4c2ca19"},
     {file = "diskcache-5.6.3.tar.gz", hash = "sha256:2c3a3fa2743d8535d832ec61c2054a1641f41775aa7c556758a109941e33e4fc"},
@@ -860,7 +804,7 @@ version = "1.9.0"
 description = "Distro - an OS platform information API"
 optional = false
 python-versions = ">=3.6"
-groups = ["main"]
+groups = ["dev", "prod", "prod-local"]
 files = [
     {file = "distro-1.9.0-py3-none-any.whl", hash = "sha256:7bffd925d65168f85027d8da9af6bddab658135b840670a223589bc0c8ef02b2"},
     {file = "distro-1.9.0.tar.gz", hash = "sha256:2fa77c6fd8940f116ee1d6b94a2f90b13b5ea8d019b98bc8bafdcabcdd9bdbed"},
@@ -872,7 +816,7 @@ version = "0.17.0"
 description = "Parse Python docstrings in reST, Google and Numpydoc format"
 optional = false
 python-versions = ">=3.8"
-groups = ["main"]
+groups = ["dev", "prod", "prod-local"]
 files = [
     {file = "docstring_parser-0.17.0-py3-none-any.whl", hash = "sha256:cf2569abd23dce8099b300f9b4fa8191e9582dda731fd533daf54c4551658708"},
     {file = "docstring_parser-0.17.0.tar.gz", hash = "sha256:583de4a309722b3315439bb31d64ba3eebada841f2e2cee23b99df001434c912"},
@@ -889,7 +833,7 @@ version = "2.3.0"
 description = "Removes commented-out code."
 optional = false
 python-versions = "*"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "eradicate-2.3.0-py3-none-any.whl", hash = "sha256:2b29b3dd27171f209e4ddd8204b70c02f0682ae95eecb353f10e8d72b149c63e"},
     {file = "eradicate-2.3.0.tar.gz", hash = "sha256:06df115be3b87d0fc1c483db22a2ebb12bcf40585722810d809cc770f5031c37"},
@@ -901,7 +845,7 @@ version = "0.121.2"
 description = "FastAPI framework, high performance, easy to learn, fast to code, ready for production"
 optional = false
 python-versions = ">=3.8"
-groups = ["main"]
+groups = ["dev", "prod", "prod-local"]
 files = [
     {file = "fastapi-0.121.2-py3-none-any.whl", hash = "sha256:f2d80b49a86a846b70cc3a03eb5ea6ad2939298bf6a7fe377aa9cd3dd079d358"},
     {file = "fastapi-0.121.2.tar.gz", hash = "sha256:ca8e932b2b823ec1721c641e3669472c855ad9564a2854c9899d904c2848b8b9"},
@@ -924,7 +868,7 @@ version = "0.7.3"
 description = "Fast, light, accurate library built for retrieval embedding generation"
 optional = false
 python-versions = ">=3.9.0"
-groups = ["main"]
+groups = ["dev", "prod", "prod-local"]
 files = [
     {file = "fastembed-0.7.3-py3-none-any.whl", hash = "sha256:a377b57843abd773318042960be39f1aef29827530acb98b035a554742a85cdf"},
     {file = "fastembed-0.7.3.tar.gz", hash = "sha256:04e95eb5ccc706513166c23bf8e5429ed160c5783b7b11514431a77624d480a5"},
@@ -944,28 +888,23 @@ tqdm = ">=4.66,<5.0"
 
 [[package]]
 name = "filelock"
-version = "3.18.0"
+version = "3.19.1"
 description = "A platform independent file lock."
 optional = false
 python-versions = ">=3.9"
-groups = ["main"]
+groups = ["dev", "prod", "prod-local"]
 files = [
-    {file = "filelock-3.18.0-py3-none-any.whl", hash = "sha256:c401f4f8377c4464e6db25fff06205fd89bdd83b65eb0488ed1b160f780e21de"},
-    {file = "filelock-3.18.0.tar.gz", hash = "sha256:adbc88eabb99d2fec8c9c1b229b171f18afa655400173ddc653d5d01501fb9f2"},
+    {file = "filelock-3.19.1-py3-none-any.whl", hash = "sha256:d38e30481def20772f5baf097c122c3babc4fcdb7e14e57049eb9d88c6dc017d"},
+    {file = "filelock-3.19.1.tar.gz", hash = "sha256:66eda1888b0171c998b35be2bcc0f6d75c388a7ce20c3f3f37aa8e96c2dddf58"},
 ]
 
-[package.extras]
-docs = ["furo (>=2024.8.6)", "sphinx (>=8.1.3)", "sphinx-autodoc-typehints (>=3)"]
-testing = ["covdefaults (>=2.3)", "coverage (>=7.6.10)", "diff-cover (>=9.2.1)", "pytest (>=8.3.4)", "pytest-asyncio (>=0.25.2)", "pytest-cov (>=6)", "pytest-mock (>=3.14)", "pytest-timeout (>=2.3.1)", "virtualenv (>=20.28.1)"]
-typing = ["typing-extensions (>=4.12.2) ; python_version < \"3.11\""]
-
 [[package]]
 name = "flake8"
 version = "7.3.0"
 description = "the modular source code checker: pep8 pyflakes and co"
 optional = false
 python-versions = ">=3.9"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "flake8-7.3.0-py2.py3-none-any.whl", hash = "sha256:b9696257b9ce8beb888cdbe31cf885c90d31928fe202be0889a7cdafad32f01e"},
     {file = "flake8-7.3.0.tar.gz", hash = "sha256:fe044858146b9fc69b551a4b490d69cf960fcb78ad1edcb84e7fbb1b4a8e3872"},
@@ -982,7 +921,7 @@ version = "0.1.0"
 description = "A flake8 extension that checks for type annotations complexity"
 optional = false
 python-versions = ">=3.9"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "flake8_annotations_complexity-0.1.0-py3-none-any.whl", hash = "sha256:102d75f5ba0c667cde9c563062f4e7c616ca84bf5bfdc9c1f960a2655133ce35"},
     {file = "flake8_annotations_complexity-0.1.0.tar.gz", hash = "sha256:98b86ef87de5331d2b61f3cf472dcf6b8ff1a5ddde46f78bc894b464f06e1414"},
@@ -997,7 +936,7 @@ version = "4.1.1"
 description = "Automated security testing with bandit and flake8."
 optional = false
 python-versions = ">=3.6"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "flake8_bandit-4.1.1-py3-none-any.whl", hash = "sha256:4c8a53eb48f23d4ef1e59293657181a3c989d0077c9952717e98a0eace43e06d"},
     {file = "flake8_bandit-4.1.1.tar.gz", hash = "sha256:068e09287189cbfd7f986e92605adea2067630b75380c6b5733dab7d87f9a84e"},
@@ -1013,7 +952,7 @@ version = "0.4.0"
 description = "flake8 plugin to call black as a code style validator"
 optional = false
 python-versions = ">=3.9"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "flake8_black-0.4.0-py3-none-any.whl", hash = "sha256:288762d0c9ea065782d87eeecbcc20c69079d17fe1d0f0445f0eb0b0ffb80c39"},
     {file = "flake8_black-0.4.0.tar.gz", hash = "sha256:bf226868f695dee48d55ff6d7747e900709bfd6f605b7a378c70e711e3fc26cb"},
@@ -1032,7 +971,7 @@ version = "24.12.12"
 description = "A plugin for flake8 finding likely bugs and design problems in your program. Contains warnings that don't belong in pyflakes and pycodestyle."
 optional = false
 python-versions = ">=3.8.1"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "flake8_bugbear-24.12.12-py3-none-any.whl", hash = "sha256:1b6967436f65ca22a42e5373aaa6f2d87966ade9aa38d4baf2a1be550767545e"},
     {file = "flake8_bugbear-24.12.12.tar.gz", hash = "sha256:46273cef0a6b6ff48ca2d69e472f41420a42a46e24b2a8972e4f0d6733d12a64"},
@@ -1051,7 +990,7 @@ version = "2.5.0"
 description = "Check for python builtins being used as variables or parameters"
 optional = false
 python-versions = ">=3.8"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "flake8_builtins-2.5.0-py3-none-any.whl", hash = "sha256:8cac7c52c6f0708c0902b46b385bc7e368a9068965083796f1431c0d2e6550cf"},
     {file = "flake8_builtins-2.5.0.tar.gz", hash = "sha256:bdaa3dd823e4f5308c5e712d19fa5f69daa52781ea874f5ea9c3637bcf56faa6"},
@@ -1069,7 +1008,7 @@ version = "3.17.0"
 description = "A flake8 plugin to help you write better list/set/dict comprehensions."
 optional = false
 python-versions = ">=3.9"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "flake8_comprehensions-3.17.0-py3-none-any.whl", hash = "sha256:3943a9c6f2593c3bc5cc64106c2f89d63c6ecd49c8343597f8257b8fcfc8b0a2"},
     {file = "flake8_comprehensions-3.17.0.tar.gz", hash = "sha256:bf4fa102b2bf4d6c9e999e29e4b2724cbadffb70b937600fc782161be4dc0f4a"},
@@ -1084,7 +1023,7 @@ version = "1.7.0"
 description = "Extension for flake8 which uses pydocstyle to check docstrings"
 optional = false
 python-versions = ">=3.7"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "flake8_docstrings-1.7.0-py2.py3-none-any.whl", hash = "sha256:51f2344026da083fc084166a9353f5082b01f72901df422f74b4d953ae88ac75"},
     {file = "flake8_docstrings-1.7.0.tar.gz", hash = "sha256:4c8cc748dc16e6869728699e5d0d685da9a10b0ea718e090b1ba088e67a941af"},
@@ -1100,7 +1039,7 @@ version = "0.0.8"
 description = "Flake8 plugin to enforce Unix/Linux EOL consistency"
 optional = false
 python-versions = ">=3.8"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "flake8-eol-0.0.8.tar.gz", hash = "sha256:a12d836aef941de299984d6c7c4be58ab5d0953507bc68da3e15f09fee0a5e66"},
     {file = "flake8_eol-0.0.8-py3-none-any.whl", hash = "sha256:85759779b32250385cef6d97dd98abae61ec3619f93725857393f948702f06a5"},
@@ -1115,7 +1054,7 @@ version = "1.5.0"
 description = "Flake8 plugin to find commented out code"
 optional = false
 python-versions = ">=3.8,<4.0"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "flake8_eradicate-1.5.0-py3-none-any.whl", hash = "sha256:18acc922ad7de623f5247c7d5595da068525ec5437dd53b22ec2259b96ce9d22"},
     {file = "flake8_eradicate-1.5.0.tar.gz", hash = "sha256:aee636cb9ecb5594a7cd92d67ad73eb69909e5cc7bd81710cf9d00970f3983a6"},
@@ -1132,7 +1071,7 @@ version = "0.0.1a0"
 description = "A flake8 plugin to identify commonly unhandled exceptions."
 optional = false
 python-versions = "*"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "flake8_exceptions-0.0.1a0-py2.py3-none-any.whl", hash = "sha256:95b33f1491c794b872ca4f1fad5a7caa36b6a79e5c58fddec93e587816582907"},
     {file = "flake8_exceptions-0.0.1a0.tar.gz", hash = "sha256:824c402fcb82e9f4e45ab61eda2f0710202c61d55476f3123c0c27330abc01ed"},
@@ -1147,7 +1086,7 @@ version = "0.0.11"
 description = "A flake8 extension that checks expressions complexity"
 optional = false
 python-versions = ">=3.7"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "flake8_expression_complexity-0.0.11-py3-none-any.whl", hash = "sha256:b56bac37f7dd5d3d102a7111c89f6579c2cbd897b868147794c9ed12aadc627c"},
     {file = "flake8_expression_complexity-0.0.11.tar.gz", hash = "sha256:4dd8909fecbc20f53814cdcef9d0b04f61532764278d9b6e8026686812e96631"},
@@ -1163,7 +1102,7 @@ version = "0.0.5"
 description = "flake8 extension that checks function order within a class"
 optional = false
 python-versions = ">=3.6"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "flake8_function_order-0.0.5-py3-none-any.whl", hash = "sha256:58fd9cdf5584894318dd3949ce51b4000f28810adc053cb092f10911ffe9ec8e"},
     {file = "flake8_function_order-0.0.5.tar.gz", hash = "sha256:16185e1a126ddc7767add8e60616859e3364208fac3650b1c2c624f05c5e39dd"},
@@ -1179,7 +1118,7 @@ version = "2024.24.12"
 description = ""
 optional = false
 python-versions = "*"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "flake8_logging_format-2024.24.12-py3-none-any.whl", hash = "sha256:7d93c2107354b10a05b1a0d8ccd3a9bfb793aee108007765114c958a7541d674"},
 ]
@@ -1194,7 +1133,7 @@ version = "1.3.3"
 description = "The package provides base classes and utils for flake8 plugin writing"
 optional = false
 python-versions = ">=3.6,<4.0"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "flake8-plugin-utils-1.3.3.tar.gz", hash = "sha256:39f6f338d038b301c6fd344b06f2e81e382b68fa03c0560dff0d9b1791a11a2c"},
     {file = "flake8_plugin_utils-1.3.3-py3-none-any.whl", hash = "sha256:e4848c57d9d50f19100c2d75fa794b72df068666a9041b4b0409be923356a3ed"},
@@ -1206,7 +1145,7 @@ version = "1.2.3"
 description = "Flake8 plug-in loading the configuration from pyproject.toml"
 optional = false
 python-versions = ">= 3.6"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "flake8_pyproject-1.2.3-py3-none-any.whl", hash = "sha256:6249fe53545205af5e76837644dc80b4c10037e73a0e5db87ff562d75fb5bd4a"},
 ]
@@ -1223,7 +1162,7 @@ version = "2.1.0"
 description = "A flake8 plugin checking common style issues or inconsistencies with pytest-based tests."
 optional = false
 python-versions = ">=3.9"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "flake8_pytest_style-2.1.0-py3-none-any.whl", hash = "sha256:a0d6dddcd533bfc13f19b8445907be0330c5e6ccf7090bcd9d5fa5a0b1b65e71"},
     {file = "flake8_pytest_style-2.1.0.tar.gz", hash = "sha256:fee6befdb5915d600ef24e38d48a077d0dcffb032945ae0169486e7ff8a1079a"},
@@ -1238,7 +1177,7 @@ version = "3.4.0"
 description = "Flake8 lint for quotes."
 optional = false
 python-versions = "*"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "flake8-quotes-3.4.0.tar.gz", hash = "sha256:aad8492fb710a2d3eabe68c5f86a1428de650c8484127e14c43d0504ba30276c"},
 ]
@@ -1253,7 +1192,7 @@ version = "1.2.0"
 description = "Flake8 plugin that checks return values"
 optional = false
 python-versions = ">=3.6,<4.0"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "flake8-return-1.2.0.tar.gz", hash = "sha256:68dfa56582cd704febd02ad86dcf5df67e38e0836d62f1ceae7930d76d3dd955"},
     {file = "flake8_return-1.2.0-py3-none-any.whl", hash = "sha256:1f07af12954ed03ebe2c2aac2418f78b55374e9929d4956109664588f31582a1"},
@@ -1268,7 +1207,7 @@ version = "0.22.0"
 description = "flake8 plugin which checks for code that can be simplified"
 optional = false
 python-versions = ">=3.6.1"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "flake8_simplify-0.22.0-py3-none-any.whl", hash = "sha256:812c65bf49d7857093750df71fc9c4a925fc192bfca14ecf04570e224f17581f"},
     {file = "flake8_simplify-0.22.0.tar.gz", hash = "sha256:526421594d5815cf786a637c2a705223956f7e34872b6bb9f66c5ce3e28caaf9"},
@@ -1284,7 +1223,7 @@ version = "4.12.0"
 description = "A flake8 plugin that helps you write tidier imports."
 optional = false
 python-versions = ">=3.9"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "flake8_tidy_imports-4.12.0-py3-none-any.whl", hash = "sha256:ab1e31a5ce07518a31c0a34cd92551f4c27639ae2c35a21364680a0318da312e"},
     {file = "flake8_tidy_imports-4.12.0.tar.gz", hash = "sha256:9254788c3b6862c2fcec0250d2dc9af089afebff9c5b8a8ac8b9525b059b06db"},
@@ -1299,7 +1238,7 @@ version = "0.2.0"
 description = "flake8 plugin which checks use of deprecated typing.List, typing.Dict, etc."
 optional = false
 python-versions = "*"
-groups = ["dev"]
+groups = ["lint"]
 files = [
     {file = "flake8_wot-0.2.0-py3-none-any.whl", hash = "sha256:4bd4f57204fbb13c33c34849ea763519e277293ff6e46a9e9ce7a5b801fab642"},
     {file = "flake8_wot-0.2.0.tar.gz", hash = "sha256:49368e90e9fb0dc04f65a441c1670e1ba631ca10458e8ebcc0382aa8215d598e"},
@@ -1314,7 +1253,7 @@ version = "0.2.10"
 description = "Ultra lite & Super fast SoTA cross-encoder based re-ranking for your search & retrieval pipelines."
 optional = false
 python-versions = ">=3.6"
-groups = ["main"]
+groups = ["dev", "prod", "prod-local"]
 files = [
     {file = "FlashRank-0.2.10-py3-none-any.whl", hash = "sha256:5d3272ae657d793c132d1e7917ed9e2adf49e0e1c60735583a67b051c6f0434a"},
     {file = "FlashRank-0.2.10.tar.gz", hash = "sha256:f8f82a25c32fdfc668a09dc4089421d6aab8e7f71308424b541f40bb3f01d9db"},
@@ -1332,128 +1271,154 @@ listwise = ["llama-cpp-python (==0.2.76)"]
 
 [[package]]
 name = "flatbuffers"
-version = "25.2.10"
+version = "25.9.23"
 description = "The FlatBuffers serialization format for Python"
 optional = false
 python-versions = "*"
-groups = ["main"]
+groups = ["dev", "prod", "prod-local"]
 files = [
-    {file = "flatbuffers-25.2.10-py2.py3-none-any.whl", hash = "sha256:ebba5f4d5ea615af3f7fd70fc310636fbb2bbd1f566ac0a23d98dd412de50051"},
-    {file = "flatbuffers-25.2.10.tar.gz", hash = "sha256:97e451377a41262f8d9bd4295cc836133415cc03d8cb966410a4af92eb00d26e"},
+    {file = "flatbuffers-25.9.23-py2.py3-none-any.whl", hash = "sha256:255538574d6cb6d0a79a17ec8bc0d30985913b87513a01cce8bcdb6b4c44d0e2"},
+    {file = "flatbuffers-25.9.23.tar.gz", hash = "sha256:676f9fa62750bb50cf531b42a0a2a118ad8f7f797a511eda12881c016f093b12"},
 ]
 
 [[package]]
 name = "frozenlist"
-version = "1.7.0"
+version = "1.8.0"
 description = "A list-like structure which implements collections.abc.MutableSequence"
 optional = false
 python-versions = ">=3.9"
-groups = ["main"]
-files = [
-    {file = "frozenlist-1.7.0-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:cc4df77d638aa2ed703b878dd093725b72a824c3c546c076e8fdf276f78ee84a"},
-    {file = "frozenlist-1.7.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:716a9973a2cc963160394f701964fe25012600f3d311f60c790400b00e568b61"},
-    {file = "frozenlist-1.7.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:a0fd1bad056a3600047fb9462cff4c5322cebc59ebf5d0a3725e0ee78955001d"},
-    {file = "frozenlist-1.7.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:3789ebc19cb811163e70fe2bd354cea097254ce6e707ae42e56f45e31e96cb8e"},
-    {file = "frozenlist-1.7.0-cp310-cp310-manylinux_2_17_armv7l.manylinux2014_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:af369aa35ee34f132fcfad5be45fbfcde0e3a5f6a1ec0712857f286b7d20cca9"},
-    {file = "frozenlist-1.7.0-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:ac64b6478722eeb7a3313d494f8342ef3478dff539d17002f849101b212ef97c"},
-    {file = "frozenlist-1.7.0-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:f89f65d85774f1797239693cef07ad4c97fdd0639544bad9ac4b869782eb1981"},
-    {file = "frozenlist-1.7.0-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:1073557c941395fdfcfac13eb2456cb8aad89f9de27bae29fabca8e563b12615"},
-    {file = "frozenlist-1.7.0-cp310-cp310-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:1ed8d2fa095aae4bdc7fdd80351009a48d286635edffee66bf865e37a9125c50"},
-    {file = "frozenlist-1.7.0-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:24c34bea555fe42d9f928ba0a740c553088500377448febecaa82cc3e88aa1fa"},
-    {file = "frozenlist-1.7.0-cp310-cp310-musllinux_1_2_armv7l.whl", hash = "sha256:69cac419ac6a6baad202c85aaf467b65ac860ac2e7f2ac1686dc40dbb52f6577"},
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 description = "File-system specification"
 optional = false
 python-versions = ">=3.8"
-groups = ["main"]
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 [package.extras]
 docs = ["Sphinx", "furo"]
-test = ["objgraph", "psutil"]
+test = ["objgraph", "psutil", "setuptools"]
 
 [[package]]
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+    {file = "grpcio-1.75.1-cp39-cp39-linux_armv7l.whl", hash = "sha256:c09fba33327c3ac11b5c33dbdd8218eef8990d78f83b1656d628831812a8c0fb"},
+    {file = "grpcio-1.75.1-cp39-cp39-macosx_11_0_universal2.whl", hash = "sha256:7e21400b037be29545704889e72e586c238e346dcb2d08d8a7288d16c883a9ec"},
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+    {file = "grpcio-1.75.1-cp39-cp39-musllinux_1_2_x86_64.whl", hash = "sha256:67697efef5a98d46d5db7b1720fa4043536f8b8e5072a5d61cfca762f287e939"},
+    {file = "grpcio-1.75.1-cp39-cp39-win32.whl", hash = "sha256:52015cf73eb5d76f6404e0ce0505a69b51fd1f35810b3a01233b34b10baafb41"},
+    {file = "grpcio-1.75.1-cp39-cp39-win_amd64.whl", hash = "sha256:9fe51e4a1f896ea84ac750900eae34d9e9b896b5b1e4a30b02dc31ad29f36383"},
+    {file = "grpcio-1.75.1.tar.gz", hash = "sha256:3e81d89ece99b9ace23a6916880baca613c03a799925afb2857887efa8b1b3d2"},
 ]
 
+[package.dependencies]
+typing-extensions = ">=4.12,<5.0"
+
 [package.extras]
-protobuf = ["grpcio-tools (>=1.73.1)"]
+protobuf = ["grpcio-tools (>=1.75.1)"]
 
 [[package]]
 name = "h11"
@@ -1690,7 +1680,7 @@ version = "0.16.0"
 description = "A pure-Python, bring-your-own-I/O implementation of HTTP/1.1"
 optional = false
 python-versions = ">=3.8"
-groups = ["main"]
+groups = ["dev", "prod", "prod-local"]
 files = [
     {file = "h11-0.16.0-py3-none-any.whl", hash = "sha256:63cf8bbe7522de3bf65932fda1d9c2772064ffb3dae62d55932da54b31cb6c86"},
     {file = "h11-0.16.0.tar.gz", hash = "sha256:4e35b956cf45792e4caa5885e69fba00bdbc6ffafbfa020300e549b208ee5ff1"},
@@ -1702,7 +1692,7 @@ version = "4.3.0"
 description = "Pure-Python HTTP/2 protocol implementation"
 optional = false
 python-versions = ">=3.9"
-groups = ["main"]
+groups = ["dev", "prod", "prod-local"]
 files = [
     {file = "h2-4.3.0-py3-none-any.whl", hash = "sha256:c438f029a25f7945c69e0ccf0fb951dc3f73a5f6412981daee861431b70e2bdd"},
     {file = "h2-4.3.0.tar.gz", hash = "sha256:6c59efe4323fa18b47a632221a1888bd7fde6249819beda254aeca909f221bf1"},
@@ -1714,21 +1704,21 @@ hyperframe = ">=6.1,<7"
 
 [[package]]
 name = "hf-xet"
-version = "1.1.5"
+version = "1.1.10"
 description = "Fast transfer of large files with the Hugging Face Hub."
 optional = false
 python-versions = ">=3.8"
-groups = ["main"]
+groups = ["dev", "prod", "prod-local"]
 markers = "platform_machine == \"x86_64\" or platform_machine == \"amd64\" or platform_machine == \"arm64\" or platform_machine == \"aarch64\""
 files = [
-    {file = "hf_xet-1.1.5-cp37-abi3-macosx_10_12_x86_64.whl", hash = "sha256:f52c2fa3635b8c37c7764d8796dfa72706cc4eded19d638331161e82b0792e23"},
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-    {file = "hf_xet-1.1.5-cp37-abi3-win_amd64.whl", hash = "sha256:73e167d9807d166596b4b2f0b585c6d5bd84a26dea32843665a8b58f6edba245"},
-    {file = "hf_xet-1.1.5.tar.gz", hash = "sha256:69ebbcfd9ec44fdc2af73441619eeb06b94ee34511bbcf57cd423820090f5694"},
+    {file = "hf_xet-1.1.10-cp37-abi3-macosx_10_12_x86_64.whl", hash = "sha256:686083aca1a6669bc85c21c0563551cbcdaa5cf7876a91f3d074a030b577231d"},
+    {file = "hf_xet-1.1.10-cp37-abi3-macosx_11_0_arm64.whl", hash = "sha256:71081925383b66b24eedff3013f8e6bbd41215c3338be4b94ba75fd75b21513b"},
+    {file = "hf_xet-1.1.10-cp37-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:6b6bceb6361c80c1cc42b5a7b4e3efd90e64630bcf11224dcac50ef30a47e435"},
+    {file = "hf_xet-1.1.10-cp37-abi3-manylinux_2_28_aarch64.whl", hash = "sha256:eae7c1fc8a664e54753ffc235e11427ca61f4b0477d757cc4eb9ae374b69f09c"},
+    {file = "hf_xet-1.1.10-cp37-abi3-musllinux_1_2_aarch64.whl", hash = "sha256:0a0005fd08f002180f7a12d4e13b22be277725bc23ed0529f8add5c7a6309c06"},
+    {file = "hf_xet-1.1.10-cp37-abi3-musllinux_1_2_x86_64.whl", hash = "sha256:f900481cf6e362a6c549c61ff77468bd59d6dd082f3170a36acfef2eb6a6793f"},
+    {file = "hf_xet-1.1.10-cp37-abi3-win_amd64.whl", hash = "sha256:5f54b19cc347c13235ae7ee98b330c26dd65ef1df47e5316ffb1e87713ca7045"},
+    {file = "hf_xet-1.1.10.tar.gz", hash = "sha256:408aef343800a2102374a883f283ff29068055c111f003ff840733d3b715bb97"},
 ]
 
 [package.extras]
@@ -1740,7 +1730,7 @@ version = "4.1.0"
 description = "Pure-Python HPACK header encoding"
 optional = false
 python-versions = ">=3.9"
-groups = ["main"]
+groups = ["dev", "prod", "prod-local"]
 files = [
     {file = "hpack-4.1.0-py3-none-any.whl", hash = "sha256:157ac792668d995c657d93111f46b4535ed114f0c9c8d672271bbec7eae1b496"},
     {file = "hpack-4.1.0.tar.gz", hash = "sha256:ec5eca154f7056aa06f196a557655c5b009b382873ac8d1e66e79e87535f1dca"},
@@ -1752,7 +1742,7 @@ version = "1.0.9"
 description = "A minimal low-level HTTP client."
 optional = false
 python-versions = ">=3.8"
-groups = ["main"]
+groups = ["dev", "prod", "prod-local"]
 files = [
     {file = "httpcore-1.0.9-py3-none-any.whl", hash = "sha256:2d400746a40668fc9dec9810239072b40b4484b640a8c38fd654a024c7a1bf55"},
     {file = "httpcore-1.0.9.tar.gz", hash = "sha256:6e34463af53fd2ab5d807f399a9b45ea31c3dfa2276f15a2c3f00afff6e176e8"},
@@ -1774,7 +1764,7 @@ version = "0.28.1"
 description = "The next generation HTTP client."
 optional = false
 python-versions = ">=3.8"
-groups = ["main"]
+groups = ["dev", "prod", "prod-local"]
 files = [
     {file = "httpx-0.28.1-py3-none-any.whl", hash = "sha256:d909fcccc110f8c7faf814ca82a9a4d816bc5a6dbfea25d6591d6985b8ba59ad"},
     {file = "httpx-0.28.1.tar.gz", hash = "sha256:75e98c5f16b0f35b567856f597f06ff2270a374470a5c2392242528e3e3e42fc"},
@@ -1796,32 +1786,32 @@ zstd = ["zstandard (>=0.18.0)"]
 
 [[package]]
 name = "httpx-sse"
-version = "0.4.1"
+version = "0.4.2"
 description = "Consume Server-Sent Event (SSE) messages with HTTPX."
 optional = false
 python-versions = ">=3.9"
-groups = ["main"]
+groups = ["dev", "prod", "prod-local"]
 files = [
-    {file = "httpx_sse-0.4.1-py3-none-any.whl", hash = "sha256:cba42174344c3a5b06f255ce65b350880f962d99ead85e776f23c6618a377a37"},
-    {file = "httpx_sse-0.4.1.tar.gz", hash = "sha256:8f44d34414bc7b21bf3602713005c5df4917884f76072479b21f68befa4ea26e"},
+    {file = "httpx_sse-0.4.2-py3-none-any.whl", hash = "sha256:a9fa4afacb293fa50ef9bacb6cae8287ba5fd1f4b1c2d10a35bb981c41da31ab"},
+    {file = "httpx_sse-0.4.2.tar.gz", hash = "sha256:5bb6a2771a51e6c7a5f5c645e40b8a5f57d8de708f46cb5f3868043c3c18124e"},
 ]
 
 [[package]]
 name = "huggingface-hub"
-version = "0.33.2"
+version = "0.35.3"
 description = "Client library to download and publish models, datasets and other repos on the huggingface.co hub"
 optional = false
 python-versions = ">=3.8.0"
-groups = ["main"]
+groups = ["dev", "prod", "prod-local"]
 files = [
-    {file = "huggingface_hub-0.33.2-py3-none-any.whl", hash = "sha256:3749498bfa91e8cde2ddc2c1db92c79981f40e66434c20133b39e5928ac9bcc5"},
-    {file = "huggingface_hub-0.33.2.tar.gz", hash = "sha256:84221defaec8fa09c090390cd68c78b88e3c4c2b7befba68d3dc5aacbc3c2c5f"},
+    {file = "huggingface_hub-0.35.3-py3-none-any.whl", hash = "sha256:0e3a01829c19d86d03793e4577816fe3bdfc1602ac62c7fb220d593d351224ba"},
+    {file = "huggingface_hub-0.35.3.tar.gz", hash = "sha256:350932eaa5cc6a4747efae85126ee220e4ef1b54e29d31c3b45c5612ddf0b32a"},
 ]
 
 [package.dependencies]
 filelock = "*"
 fsspec = ">=2023.5.0"
-hf-xet = {version = ">=1.1.2,<2.0.0", markers = "platform_machine == \"x86_64\" or platform_machine == \"amd64\" or platform_machine == \"arm64\" or platform_machine == \"aarch64\""}
+hf-xet = {version = ">=1.1.3,<2.0.0", markers = "platform_machine == \"x86_64\" or platform_machine == \"amd64\" or platform_machine == \"arm64\" or platform_machine == \"aarch64\""}
 packaging = ">=20.9"
 pyyaml = ">=5.1"
 requests = "*"
@@ -1829,19 +1819,19 @@ tqdm = ">=4.42.1"
 typing-extensions = ">=3.7.4.3"
 
 [package.extras]
-all = ["InquirerPy (==0.3.4)", "Jinja2", "Pillow", "aiohttp", "authlib (>=1.3.2)", "fastapi", "gradio (>=4.0.0)", "httpx", "itsdangerous", "jedi", "libcst (==1.4.0)", "mypy (==1.15.0) ; python_version >= \"3.9\"", "mypy (>=1.14.1,<1.15.0) ; python_version == \"3.8\"", "numpy", "pytest (>=8.1.1,<8.2.2)", "pytest-asyncio", "pytest-cov", "pytest-env", "pytest-mock", "pytest-rerunfailures", "pytest-vcr", "pytest-xdist", "ruff (>=0.9.0)", "soundfile", "types-PyYAML", "types-requests", "types-simplejson", "types-toml", "types-tqdm", "types-urllib3", "typing-extensions (>=4.8.0)", "urllib3 (<2.0)"]
+all = ["InquirerPy (==0.3.4)", "Jinja2", "Pillow", "aiohttp", "authlib (>=1.3.2)", "fastapi", "gradio (>=4.0.0)", "httpx", "itsdangerous", "jedi", "libcst (>=1.4.0)", "mypy (==1.15.0) ; python_version >= \"3.9\"", "mypy (>=1.14.1,<1.15.0) ; python_version == \"3.8\"", "numpy", "pytest (>=8.1.1,<8.2.2)", "pytest-asyncio", "pytest-cov", "pytest-env", "pytest-mock", "pytest-rerunfailures (<16.0)", "pytest-vcr", "pytest-xdist", "ruff (>=0.9.0)", "soundfile", "ty", "types-PyYAML", "types-requests", "types-simplejson", "types-toml", "types-tqdm", "types-urllib3", "typing-extensions (>=4.8.0)", "urllib3 (<2.0)"]
 cli = ["InquirerPy (==0.3.4)"]
-dev = ["InquirerPy (==0.3.4)", "Jinja2", "Pillow", "aiohttp", "authlib (>=1.3.2)", "fastapi", "gradio (>=4.0.0)", "httpx", "itsdangerous", "jedi", "libcst (==1.4.0)", "mypy (==1.15.0) ; python_version >= \"3.9\"", "mypy (>=1.14.1,<1.15.0) ; python_version == \"3.8\"", "numpy", "pytest (>=8.1.1,<8.2.2)", "pytest-asyncio", "pytest-cov", "pytest-env", "pytest-mock", "pytest-rerunfailures", "pytest-vcr", "pytest-xdist", "ruff (>=0.9.0)", "soundfile", "types-PyYAML", "types-requests", "types-simplejson", "types-toml", "types-tqdm", "types-urllib3", "typing-extensions (>=4.8.0)", "urllib3 (<2.0)"]
+dev = ["InquirerPy (==0.3.4)", "Jinja2", "Pillow", "aiohttp", "authlib (>=1.3.2)", "fastapi", "gradio (>=4.0.0)", "httpx", "itsdangerous", "jedi", "libcst (>=1.4.0)", "mypy (==1.15.0) ; python_version >= \"3.9\"", "mypy (>=1.14.1,<1.15.0) ; python_version == \"3.8\"", "numpy", "pytest (>=8.1.1,<8.2.2)", "pytest-asyncio", "pytest-cov", "pytest-env", "pytest-mock", "pytest-rerunfailures (<16.0)", "pytest-vcr", "pytest-xdist", "ruff (>=0.9.0)", "soundfile", "ty", "types-PyYAML", "types-requests", "types-simplejson", "types-toml", "types-tqdm", "types-urllib3", "typing-extensions (>=4.8.0)", "urllib3 (<2.0)"]
 fastai = ["fastai (>=2.4)", "fastcore (>=1.3.27)", "toml"]
 hf-transfer = ["hf-transfer (>=0.1.4)"]
 hf-xet = ["hf-xet (>=1.1.2,<2.0.0)"]
 inference = ["aiohttp"]
 mcp = ["aiohttp", "mcp (>=1.8.0)", "typer"]
 oauth = ["authlib (>=1.3.2)", "fastapi", "httpx", "itsdangerous"]
-quality = ["libcst (==1.4.0)", "mypy (==1.15.0) ; python_version >= \"3.9\"", "mypy (>=1.14.1,<1.15.0) ; python_version == \"3.8\"", "ruff (>=0.9.0)"]
+quality = ["libcst (>=1.4.0)", "mypy (==1.15.0) ; python_version >= \"3.9\"", "mypy (>=1.14.1,<1.15.0) ; python_version == \"3.8\"", "ruff (>=0.9.0)", "ty"]
 tensorflow = ["graphviz", "pydot", "tensorflow"]
 tensorflow-testing = ["keras (<3.0)", "tensorflow"]
-testing = ["InquirerPy (==0.3.4)", "Jinja2", "Pillow", "aiohttp", "authlib (>=1.3.2)", "fastapi", "gradio (>=4.0.0)", "httpx", "itsdangerous", "jedi", "numpy", "pytest (>=8.1.1,<8.2.2)", "pytest-asyncio", "pytest-cov", "pytest-env", "pytest-mock", "pytest-rerunfailures", "pytest-vcr", "pytest-xdist", "soundfile", "urllib3 (<2.0)"]
+testing = ["InquirerPy (==0.3.4)", "Jinja2", "Pillow", "aiohttp", "authlib (>=1.3.2)", "fastapi", "gradio (>=4.0.0)", "httpx", "itsdangerous", "jedi", "numpy", "pytest (>=8.1.1,<8.2.2)", "pytest-asyncio", "pytest-cov", "pytest-env", "pytest-mock", "pytest-rerunfailures (<16.0)", "pytest-vcr", "pytest-xdist", "soundfile", "urllib3 (<2.0)"]
 torch = ["safetensors[torch]", "torch"]
 typing = ["types-PyYAML", "types-requests", "types-simplejson", "types-toml", "types-tqdm", "types-urllib3", "typing-extensions (>=4.8.0)"]
 
@@ -1851,7 +1841,7 @@ version = "10.0"
 description = "Human friendly output for text interfaces using Python"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
-groups = ["main"]
+groups = ["dev", "prod", "prod-local"]
 files = [
     {file = "humanfriendly-10.0-py2.py3-none-any.whl", hash = "sha256:1697e1a8a8f550fd43c2865cd84542fc175a61dcb779b6fee18cf6b6ccba1477"},
     {file = "humanfriendly-10.0.tar.gz", hash = "sha256:6b0b831ce8f15f7300721aa49829fc4e83921a9a301cc7f606be6686a2288ddc"},
@@ -1866,7 +1856,7 @@ version = "6.1.0"
 description = "Pure-Python HTTP/2 framing"
 optional = false
 python-versions = ">=3.9"
-groups = ["main"]
+groups = ["dev", "prod", "prod-local"]
 files = [
     {file = "hyperframe-6.1.0-py3-none-any.whl", hash = "sha256:b03380493a519fce58ea5af42e4a42317bf9bd425596f7a0835ffce80f1a42e5"},
     {file = "hyperframe-6.1.0.tar.gz", hash = "sha256:f630908a00854a7adeabd6382b43923a4c4cd4b821fcb527e6ab9e15382a3b08"},
@@ -1878,7 +1868,7 @@ version = "3.10"
 description = "Internationalized Domain Names in Applications (IDNA)"
 optional = false
 python-versions = ">=3.6"
-groups = ["main"]
+groups = ["dev", "prod", "prod-local"]
 files = [
     {file = "idna-3.10-py3-none-any.whl", hash = "sha256:946d195a0d259cbba61165e88e65941f16e9b36ea6ddb97f00452bae8b1287d3"},
     {file = "idna-3.10.tar.gz", hash = "sha256:12f65c9b470abda6dc35cf8e63cc574b1c52b11df2c86030af0ac09b01b13ea9"},
@@ -1893,7 +1883,7 @@ version = "8.7.0"
 description = "Read metadata from Python packages"
 optional = false
 python-versions = ">=3.9"
-groups = ["main"]
+groups = ["dev", "prod", "prod-local"]
 files = [
     {file = "importlib_metadata-8.7.0-py3-none-any.whl", hash = "sha256:e5dd1551894c77868a30651cef00984d50e1002d06942a7101d34870c5f02afd"},
     {file = "importlib_metadata-8.7.0.tar.gz", hash = "sha256:d13b81ad223b890aa16c5471f2ac3056cf76c5f10f82d6f9292f0b415f389000"},
@@ -1917,7 +1907,7 @@ version = "2.1.0"
 description = "brain-dead simple config-ini parsing"
 optional = false
 python-versions = ">=3.8"
-groups = ["main", "dev"]
+groups = ["test"]
 files = [
     {file = "iniconfig-2.1.0-py3-none-any.whl", hash = "sha256:9deba5723312380e77435581c6bf4935c94cbfab9b1ed33ef8d238ea168eb760"},
     {file = "iniconfig-2.1.0.tar.gz", hash = "sha256:3abbd2e30b36733fee78f9c7f7308f2d0050e88f0087fd25c2645f63c773e1c7"},
@@ -1925,14 +1915,14 @@ files = [
 
 [[package]]
 name = "instructor"
-version = "1.11.2"
+version = "1.11.3"
 description = "structured outputs for llm"
 optional = false
 python-versions = "<4.0,>=3.9"
-groups = ["main"]
+groups = ["dev", "prod", "prod-local"]
 files = [
-    {file = "instructor-1.11.2-py3-none-any.whl", hash = "sha256:f7bc1094bcb7c6494d53ff284fe6a6737eb5e343945693c198e253ee7496fe82"},
-    {file = "instructor-1.11.2.tar.gz", hash = "sha256:e9ad4e2e0450a0840720bd2be034ffdfd7a65262ebdb854e7b2969886e1a2576"},
+    {file = "instructor-1.11.3-py3-none-any.whl", hash = "sha256:9ecd7a3780a045506165debad2ddcc4a30e1057f06997973185f356b0a42c6e3"},
+    {file = "instructor-1.11.3.tar.gz", hash = "sha256:6f58fea6fadfa228c411ecdedad4662230c456718f4a770a97a806dcb36b3287"},
 ]
 
 [package.dependencies]
@@ -1979,7 +1969,7 @@ version = "3.1.6"
 description = "A very fast and expressive template engine."
 optional = false
 python-versions = ">=3.7"
-groups = ["main"]
+groups = ["dev", "prod", "prod-local"]
 files = [
     {file = "jinja2-3.1.6-py3-none-any.whl", hash = "sha256:85ece4451f492d0c13c5dd7c13a64681a86afae63a5f347908daf103ce6d2f67"},
     {file = "jinja2-3.1.6.tar.gz", hash = "sha256:0137fb05990d35f1275a587e9aee6d56da821fc83491a0fb838183be43f66d6d"},
@@ -1997,7 +1987,7 @@ version = "0.10.0"
 description = "Fast iterable JSON parser."
 optional = false
 python-versions = ">=3.9"
-groups = ["main"]
+groups = ["dev", "prod", "prod-local"]
 files = [
     {file = "jiter-0.10.0-cp310-cp310-macosx_10_12_x86_64.whl", hash = "sha256:cd2fb72b02478f06a900a5782de2ef47e0396b3e1f7d5aba30daeb1fce66f303"},
     {file = "jiter-0.10.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:32bb468e3af278f095d3fa5b90314728a6916d89ba3d0ffb726dd9bf7367285e"},
@@ -2084,7 +2074,7 @@ version = "1.33"
 description = "Apply JSON-Patches (RFC 6902)"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, !=3.5.*, !=3.6.*"
-groups = ["main"]
+groups = ["dev", "prod", "prod-local"]
 files = [
     {file = "jsonpatch-1.33-py2.py3-none-any.whl", hash = "sha256:0ae28c0cd062bbd8b8ecc26d7d164fbbea9652a1a3693f3b956c1eae5145dade"},
     {file = "jsonpatch-1.33.tar.gz", hash = "sha256:9fcd4009c41e6d12348b4a0ff2563ba56a2923a7dfee731d004e212e1ee5030c"},
@@ -2099,7 +2089,7 @@ version = "3.0.0"
 description = "Identify specific nodes in a JSON document (RFC 6901)"
 optional = false
 python-versions = ">=3.7"
-groups = ["main"]
+groups = ["dev", "prod", "prod-local"]
 files = [
     {file = "jsonpointer-3.0.0-py2.py3-none-any.whl", hash = "sha256:13e088adc14fca8b6aa8177c044e12701e6ad4b28ff10e65f2267a90109c9942"},
     {file = "jsonpointer-3.0.0.tar.gz", hash = "sha256:2b2d729f2091522d61c3b31f82e11870f60b68f43fbc705cb76bf4b832af59ef"},
@@ -2111,7 +2101,7 @@ version = "1.0.8"
 description = "Building applications with LLMs through composability"
 optional = false
 python-versions = "<4.0.0,>=3.10.0"
-groups = ["main"]
+groups = ["dev", "prod", "prod-local"]
 files = [
     {file = "langchain-1.0.8-py3-none-any.whl", hash = "sha256:4925bb402b83f49f652beee15c627bcd72a5a551452a0f6154869207564940d5"},
     {file = "langchain-1.0.8.tar.gz", hash = "sha256:d02f5a58a13eec9f24e4d6dbb8c0a9721582172a8f908061b31d3d10debf946f"},
@@ -2147,7 +2137,7 @@ version = "1.0.0"
 description = "Building applications with LLMs through composability"
 optional = false
 python-versions = "<4.0.0,>=3.10.0"
-groups = ["main"]
+groups = ["dev", "prod", "prod-local"]
 files = [
     {file = "langchain_classic-1.0.0-py3-none-any.whl", hash = "sha256:97f71f150c10123f5511c08873f030e35ede52311d729a7688c721b4e1e01f33"},
     {file = "langchain_classic-1.0.0.tar.gz", hash = "sha256:a63655609254ebc36d660eb5ad7c06c778b2e6733c615ffdac3eac4fbe2b12c5"},
@@ -2183,7 +2173,7 @@ version = "0.4.1"
 description = "Community contributed LangChain integrations."
 optional = false
 python-versions = "<4.0.0,>=3.10.0"
-groups = ["main"]
+groups = ["dev", "prod", "prod-local"]
 files = [
     {file = "langchain_community-0.4.1-py3-none-any.whl", hash = "sha256:2135abb2c7748a35c84613108f7ebf30f8505b18c3c18305ffaecfc7651f6c6a"},
     {file = "langchain_community-0.4.1.tar.gz", hash = "sha256:f3b211832728ee89f169ddce8579b80a085222ddb4f4ed445a46e977d17b1e85"},
@@ -2209,7 +2199,7 @@ version = "1.2.6"
 description = "Building applications with LLMs through composability"
 optional = false
 python-versions = "<4.0.0,>=3.10.0"
-groups = ["main"]
+groups = ["dev", "prod", "prod-local"]
 files = [
     {file = "langchain_core-1.2.6-py3-none-any.whl", hash = "sha256:aa6ed954b4b1f4504937fe75fdf674317027e9a91ba7a97558b0de3dc8004e34"},
     {file = "langchain_core-1.2.6.tar.gz", hash = "sha256:b4e7841dd7f8690375aa07c54739178dc2c635147d475e0c2955bf82a1afa498"},
@@ -2231,7 +2221,7 @@ version = "1.0.0"
 description = "An integration package connecting Ollama and LangChain"
 optional = false
 python-versions = "<4.0.0,>=3.10.0"
-groups = ["main"]
+groups = ["dev", "prod", "prod-local"]
 files = [
     {file = "langchain_ollama-1.0.0-py3-none-any.whl", hash = "sha256:5828523fcbd137847490841110a6aedf96b68534e7fe2735715ecf3e835b2391"},
     {file = "langchain_ollama-1.0.0.tar.gz", hash = "sha256:2ea9ad1b0f0ab319d600b9193d1124a8925523a3b943d75a967718e24ec09a8a"},
@@ -2247,7 +2237,7 @@ version = "1.0.3"
 description = "An integration package connecting OpenAI and LangChain"
 optional = false
 python-versions = "<4.0.0,>=3.10.0"
-groups = ["main"]
+groups = ["dev", "prod", "prod-local"]
 files = [
     {file = "langchain_openai-1.0.3-py3-none-any.whl", hash = "sha256:18d254dbe946d9e9fe6d31416c60c8fc06513427f6e8d8c372e015345e1e17f6"},
     {file = "langchain_openai-1.0.3.tar.gz", hash = "sha256:e9df56540c1118002ab5306208c4845715e9209779c8a7ac9037eded98435fdc"},
@@ -2264,7 +2254,7 @@ version = "1.1.0"
 description = "An integration package connecting Qdrant and LangChain"
 optional = false
 python-versions = "<4.0.0,>=3.10.0"
-groups = ["main"]
+groups = ["dev", "prod", "prod-local"]
 files = [
     {file = "langchain_qdrant-1.1.0-py3-none-any.whl", hash = "sha256:546c5c9aa57f543dbcee07343f730c331e4ec2af2ec55b541010af08d872bf35"},
     {file = "langchain_qdrant-1.1.0.tar.gz", hash = "sha256:433236845736f973543ac6b7137f9d7fa511b7539373fbc6565c581d3ba59373"},
@@ -2284,7 +2274,7 @@ version = "1.0.0"
 description = "LangChain text splitting utilities"
 optional = false
 python-versions = "<4.0.0,>=3.10.0"
-groups = ["main"]
+groups = ["dev", "prod", "prod-local"]
 files = [
     {file = "langchain_text_splitters-1.0.0-py3-none-any.whl", hash = "sha256:f00c8219d3468f2c5bd951b708b6a7dd9bc3c62d0cfb83124c377f7170f33b2e"},
     {file = "langchain_text_splitters-1.0.0.tar.gz", hash = "sha256:d8580a20ad7ed10b432feb273e5758b2cc0902d094919629cec0e1ad691a6744"},
@@ -2299,7 +2289,7 @@ version = "1.0.9"
 description = "Language detection library ported from Google's language-detection."
 optional = false
 python-versions = "*"
-groups = ["main"]
+groups = ["dev", "prod", "prod-local"]
 files = [
     {file = "langdetect-1.0.9-py2-none-any.whl", hash = "sha256:7cbc0746252f19e76f77c0b1690aadf01963be835ef0cd4b56dddf2a8f1dfc2a"},
     {file = "langdetect-1.0.9.tar.gz", hash = "sha256:cbc1fef89f8d062739774bd51eda3da3274006b3661d199c2655f6b3f6d605a0"},
@@ -2314,7 +2304,7 @@ version = "3.10.1"
 description = "A client library for accessing langfuse"
 optional = false
 python-versions = "<4.0,>=3.10"
-groups = ["main"]
+groups = ["dev", "prod", "prod-local"]
 files = [
     {file = "langfuse-3.10.1-py3-none-any.whl", hash = "sha256:78582905874e17f923a3fa6eba9d1a15e1547139bbd5c11d498ce90670e1fdae"},
     {file = "langfuse-3.10.1.tar.gz", hash = "sha256:11152b77f1869c55b42c3be8fba779cd9102bef171a597ea4baeca8a8000d11f"},
@@ -2338,7 +2328,7 @@ version = "1.0.3"
 description = "Building stateful, multi-actor applications with LLMs"
 optional = false
 python-versions = ">=3.10"
-groups = ["main"]
+groups = ["dev", "prod", "prod-local"]
 files = [
     {file = "langgraph-1.0.3-py3-none-any.whl", hash = "sha256:4a75146f09bd0d127a724876f4244f460c4c66353a993641bd641ed710cd010f"},
     {file = "langgraph-1.0.3.tar.gz", hash = "sha256:873a6aae6be054ef52a05c463be363a46da9711405b1b14454d595f543b68335"},
@@ -2358,7 +2348,7 @@ version = "3.0.0"
 description = "Library with base interfaces for LangGraph checkpoint savers."
 optional = false
 python-versions = ">=3.10"
-groups = ["main"]
+groups = ["dev", "prod", "prod-local"]
 files = [
     {file = "langgraph_checkpoint-3.0.0-py3-none-any.whl", hash = "sha256:560beb83e629784ab689212a3d60834fb3196b4bbe1d6ac18e5cad5d85d46010"},
     {file = "langgraph_checkpoint-3.0.0.tar.gz", hash = "sha256:f738695ad938878d8f4775d907d9629e9fcd345b1950196effb08f088c52369e"},
@@ -2374,7 +2364,7 @@ version = "1.0.5"
 description = "Library with high-level APIs for creating and executing LangGraph agents and tools."
 optional = false
 python-versions = ">=3.10"
-groups = ["main"]
+groups = ["dev", "prod", "prod-local"]
 files = [
     {file = "langgraph_prebuilt-1.0.5-py3-none-any.whl", hash = "sha256:22369563e1848862ace53fbc11b027c28dd04a9ac39314633bb95f2a7e258496"},
     {file = "langgraph_prebuilt-1.0.5.tar.gz", hash = "sha256:85802675ad778cc7240fd02d47db1e0b59c0c86d8369447d77ce47623845db2d"},
@@ -2386,14 +2376,14 @@ langgraph-checkpoint = ">=2.1.0,<4.0.0"
 
 [[package]]
 name = "langgraph-sdk"
-version = "0.2.4"
+version = "0.2.9"
 description = "SDK for interacting with LangGraph API"
 optional = false
 python-versions = ">=3.9"
-groups = ["main"]
+groups = ["dev", "prod", "prod-local"]
 files = [
-    {file = "langgraph_sdk-0.2.4-py3-none-any.whl", hash = "sha256:b9dfbe77abc86ee6280b6d328320b7e1ca2b303b5fd89540dc5a28f780222cd1"},
-    {file = "langgraph_sdk-0.2.4.tar.gz", hash = "sha256:65c37fdb1d6f572deb7d5dda45aab79916c13c276a1e08b29309ae7729567a36"},
+    {file = "langgraph_sdk-0.2.9-py3-none-any.whl", hash = "sha256:fbf302edadbf0fb343596f91c597794e936ef68eebc0d3e1d358b6f9f72a1429"},
+    {file = "langgraph_sdk-0.2.9.tar.gz", hash = "sha256:b3bd04c6be4fa382996cd2be8fbc1e7cc94857d2bc6b6f4599a7f2a245975303"},
 ]
 
 [package.dependencies]
@@ -2402,30 +2392,31 @@ orjson = ">=3.10.1"
 
 [[package]]
 name = "langsmith"
-version = "0.3.45"
+version = "0.4.32"
 description = "Client library to connect to the LangSmith LLM Tracing and Evaluation Platform."
 optional = false
 python-versions = ">=3.9"
-groups = ["main"]
+groups = ["dev", "prod", "prod-local"]
 files = [
-    {file = "langsmith-0.3.45-py3-none-any.whl", hash = "sha256:5b55f0518601fa65f3bb6b1a3100379a96aa7b3ed5e9380581615ba9c65ed8ed"},
-    {file = "langsmith-0.3.45.tar.gz", hash = "sha256:1df3c6820c73ed210b2c7bc5cdb7bfa19ddc9126cd03fdf0da54e2e171e6094d"},
+    {file = "langsmith-0.4.32-py3-none-any.whl", hash = "sha256:5c4dcaa5049360bd126fec2fd59af703294e08c75c8d5363261f71a941fa2963"},
+    {file = "langsmith-0.4.32.tar.gz", hash = "sha256:a90bb8297fe0d3c63d9868ea58fe46c52d7e2d1f06b614e43c6a78c948275f24"},
 ]
 
 [package.dependencies]
 httpx = ">=0.23.0,<1"
-orjson = {version = ">=3.9.14,<4.0.0", markers = "platform_python_implementation != \"PyPy\""}
+orjson = {version = ">=3.9.14", markers = "platform_python_implementation != \"PyPy\""}
 packaging = ">=23.2"
-pydantic = {version = ">=2.7.4,<3.0.0", markers = "python_full_version >= \"3.12.4\""}
-requests = ">=2,<3"
-requests-toolbelt = ">=1.0.0,<2.0.0"
-zstandard = ">=0.23.0,<0.24.0"
+pydantic = ">=1,<3"
+requests = ">=2.0.0"
+requests-toolbelt = ">=1.0.0"
+zstandard = ">=0.23.0"
 
 [package.extras]
-langsmith-pyo3 = ["langsmith-pyo3 (>=0.1.0rc2,<0.2.0)"]
-openai-agents = ["openai-agents (>=0.0.3,<0.1)"]
-otel = ["opentelemetry-api (>=1.30.0,<2.0.0)", "opentelemetry-exporter-otlp-proto-http (>=1.30.0,<2.0.0)", "opentelemetry-sdk (>=1.30.0,<2.0.0)"]
-pytest = ["pytest (>=7.0.0)", "rich (>=13.9.4,<14.0.0)"]
+langsmith-pyo3 = ["langsmith-pyo3 (>=0.1.0rc2)"]
+openai-agents = ["openai-agents (>=0.0.3)"]
+otel = ["opentelemetry-api (>=1.30.0)", "opentelemetry-exporter-otlp-proto-http (>=1.30.0)", "opentelemetry-sdk (>=1.30.0)"]
+pytest = ["pytest (>=7.0.0)", "rich (>=13.9.4)", "vcrpy (>=7.0.0)"]
+vcr = ["vcrpy (>=7.0.0)"]
 
 [[package]]
 name = "loguru"
@@ -2433,7 +2424,7 @@ version = "0.7.3"
 description = "Python logging made (stupidly) simple"
 optional = false
 python-versions = "<4.0,>=3.5"
-groups = ["main"]
+groups = ["dev", "prod", "prod-local"]
 files = [
     {file = "loguru-0.7.3-py3-none-any.whl", hash = "sha256:31a33c10c8e1e10422bfd431aeb5d351c7cf7fa671e3c4df004162264b28220c"},
     {file = "loguru-0.7.3.tar.gz", hash = "sha256:19480589e77d47b8d85b2c827ad95d49bf31b0dcde16593892eb51dd18706eb6"},
@@ -2444,18 +2435,18 @@ colorama = {version = ">=0.3.4", markers = "sys_platform == \"win32\""}
 win32-setctime = {version = ">=1.0.0", markers = "sys_platform == \"win32\""}
 
 [package.extras]
-dev = ["Sphinx (==8.1.3) ; python_version >= \"3.11\"", "build (==1.2.2) ; python_version >= \"3.11\"", "colorama (==0.4.5) ; python_version < \"3.8\"", "colorama (==0.4.6) ; python_version >= \"3.8\"", "exceptiongroup (==1.1.3) ; python_version >= \"3.7\" and python_version < \"3.11\"", "freezegun (==1.1.0) ; python_version < \"3.8\"", "freezegun (==1.5.0) ; python_version >= \"3.8\"", "mypy (==v0.910) ; python_version < \"3.6\"", "mypy (==v0.971) ; python_version == \"3.6\"", "mypy (==v1.13.0) ; python_version >= \"3.8\"", "mypy (==v1.4.1) ; python_version == \"3.7\"", "myst-parser (==4.0.0) ; python_version >= \"3.11\"", "pre-commit (==4.0.1) ; python_version >= \"3.9\"", "pytest (==6.1.2) ; python_version < \"3.8\"", "pytest (==8.3.2) ; python_version >= \"3.8\"", "pytest-cov (==2.12.1) ; python_version < \"3.8\"", "pytest-cov (==5.0.0) ; python_version == \"3.8\"", "pytest-cov (==6.0.0) ; python_version >= \"3.9\"", "pytest-mypy-plugins (==1.9.3) ; python_version >= \"3.6\" and python_version < \"3.8\"", "pytest-mypy-plugins (==3.1.0) ; python_version >= \"3.8\"", "sphinx-rtd-theme (==3.0.2) ; python_version >= \"3.11\"", "tox (==3.27.1) ; python_version < \"3.8\"", "tox (==4.23.2) ; python_version >= \"3.8\"", "twine (==6.0.1) ; python_version >= \"3.11\""]
+dev = ["Sphinx (==8.1.3) ; python_version >= \"3.11\"", "build (==1.2.2) ; python_version >= \"3.11\"", "colorama (==0.4.5) ; python_version < \"3.8\"", "colorama (==0.4.6) ; python_version >= \"3.8\"", "exceptiongroup (==1.1.3) ; python_version >= \"3.7\" and python_version < \"3.11\"", "freezegun (==1.1.0) ; python_version < \"3.8\"", "freezegun (==1.5.0) ; python_version >= \"3.8\"", "mypy (==0.910) ; python_version < \"3.6\"", "mypy (==0.971) ; python_version == \"3.6\"", "mypy (==1.13.0) ; python_version >= \"3.8\"", "mypy (==1.4.1) ; python_version == \"3.7\"", "myst-parser (==4.0.0) ; python_version >= \"3.11\"", "pre-commit (==4.0.1) ; python_version >= \"3.9\"", "pytest (==6.1.2) ; python_version < \"3.8\"", "pytest (==8.3.2) ; python_version >= \"3.8\"", "pytest-cov (==2.12.1) ; python_version < \"3.8\"", "pytest-cov (==5.0.0) ; python_version == \"3.8\"", "pytest-cov (==6.0.0) ; python_version >= \"3.9\"", "pytest-mypy-plugins (==1.9.3) ; python_version >= \"3.6\" and python_version < \"3.8\"", "pytest-mypy-plugins (==3.1.0) ; python_version >= \"3.8\"", "sphinx-rtd-theme (==3.0.2) ; python_version >= \"3.11\"", "tox (==3.27.1) ; python_version < \"3.8\"", "tox (==4.23.2) ; python_version >= \"3.8\"", "twine (==6.0.1) ; python_version >= \"3.11\""]
 
 [[package]]
 name = "markdown-it-py"
-version = "3.0.0"
+version = "4.0.0"
 description = "Python port of markdown-it. Markdown parsing, done right!"
 optional = false
-python-versions = ">=3.8"
-groups = ["main", "dev"]
+python-versions = ">=3.10"
+groups = ["dev", "lint", "prod", "prod-local"]
 files = [
-    {file = "markdown-it-py-3.0.0.tar.gz", hash = "sha256:e3f60a94fa066dc52ec76661e37c851cb232d92f9886b15cb560aaada2df8feb"},
-    {file = "markdown_it_py-3.0.0-py3-none-any.whl", hash = "sha256:355216845c60bd96232cd8d8c40e8f9765cc86f46880e43a8fd22dc1a1a8cab1"},
+    {file = "markdown_it_py-4.0.0-py3-none-any.whl", hash = "sha256:87327c59b172c5011896038353a81343b6754500a08cd7a4973bb48c6d578147"},
+    {file = "markdown_it_py-4.0.0.tar.gz", hash = "sha256:cb0a2b4aa34f932c007117b194e945bd74e0ec24133ceb5bac59009cda1cb9f3"},
 ]
 
 [package.dependencies]
@@ -2463,83 +2454,110 @@ mdurl = ">=0.1,<1.0"
 
 [package.extras]
 benchmarking = ["psutil", "pytest", "pytest-benchmark"]
-code-style = ["pre-commit (>=3.0,<4.0)"]
-compare = ["commonmark (>=0.9,<1.0)", "markdown (>=3.4,<4.0)", "mistletoe (>=1.0,<2.0)", "mistune (>=2.0,<3.0)", "panflute (>=2.3,<3.0)"]
+compare = ["commonmark (>=0.9,<1.0)", "markdown (>=3.4,<4.0)", "markdown-it-pyrs", "mistletoe (>=1.0,<2.0)", "mistune (>=3.0,<4.0)", "panflute (>=2.3,<3.0)"]
 linkify = ["linkify-it-py (>=1,<3)"]
-plugins = ["mdit-py-plugins"]
+plugins = ["mdit-py-plugins (>=0.5.0)"]
 profiling = ["gprof2dot"]
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 description = "A lightweight library for converting complex datatypes to and from native Python datatypes."
 optional = false
 python-versions = ">=3.9"
-groups = ["main"]
+groups = ["dev", "prod", "prod-local"]
 files = [
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 description = "McCabe checker, plugin for flake8"
 optional = false
 python-versions = ">=3.6"
-groups = ["dev"]
+groups = ["lint"]
 files = [
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@@ -2580,7 +2598,7 @@ version = "0.1.2"
 description = "Markdown URL utilities"
 optional = false
 python-versions = ">=3.7"
-groups = ["main", "dev"]
+groups = ["dev", "lint", "prod", "prod-local"]
 files = [
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 python-versions = ">=3.9"
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 name = "mpmath"
@@ -2691,7 +2749,7 @@ version = "1.3.0"
 description = "Python library for arbitrary-precision floating-point arithmetic"
 optional = false
 python-versions = "*"
-groups = ["main"]
+groups = ["dev", "prod", "prod-local"]
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 [[package]]
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 description = "A generic, spec-compliant, thorough implementation of the OAuth request-signing logic"
 optional = false
 python-versions = ">=3.8"
-groups = ["main"]
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 description = "The official Python client for Ollama."
 optional = false
 python-versions = ">=3.8"
-groups = ["main"]
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 [package.dependencies]
@@ -3008,7 +3129,7 @@ version = "1.109.1"
 description = "The official Python library for the openai API"
 optional = false
 python-versions = ">=3.8"
-groups = ["main"]
+groups = ["dev", "prod", "prod-local"]
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@@ -3032,14 +3153,14 @@ voice-helpers = ["numpy (>=2.0.2)", "sounddevice (>=0.5.1)"]
 
 [[package]]
 name = "opentelemetry-api"
-version = "1.34.1"
+version = "1.37.0"
 description = "OpenTelemetry Python API"
 optional = false
 python-versions = ">=3.9"
-groups = ["main"]
+groups = ["dev", "prod", "prod-local"]
 files = [
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 ]
 
 [package.dependencies]
@@ -3048,168 +3169,179 @@ typing-extensions = ">=4.5.0"
 
 [[package]]
 name = "opentelemetry-exporter-otlp-proto-common"
-version = "1.34.1"
+version = "1.37.0"
 description = "OpenTelemetry Protobuf encoding"
 optional = false
 python-versions = ">=3.9"
-groups = ["main"]
+groups = ["dev", "prod", "prod-local"]
 files = [
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 ]
 
 [package.dependencies]
-opentelemetry-proto = "1.34.1"
+opentelemetry-proto = "1.37.0"
 
 [[package]]
 name = "opentelemetry-exporter-otlp-proto-http"
-version = "1.34.1"
+version = "1.37.0"
 description = "OpenTelemetry Collector Protobuf over HTTP Exporter"
 optional = false
 python-versions = ">=3.9"
-groups = ["main"]
+groups = ["dev", "prod", "prod-local"]
 files = [
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 [package.dependencies]
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 opentelemetry-api = ">=1.15,<2.0"
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-opentelemetry-proto = "1.34.1"
-opentelemetry-sdk = ">=1.34.1,<1.35.0"
+opentelemetry-exporter-otlp-proto-common = "1.37.0"
+opentelemetry-proto = "1.37.0"
+opentelemetry-sdk = ">=1.37.0,<1.38.0"
 requests = ">=2.7,<3.0"
 typing-extensions = ">=4.5.0"
 
 [[package]]
 name = "opentelemetry-proto"
-version = "1.34.1"
+version = "1.37.0"
 description = "OpenTelemetry Python Proto"
 optional = false
 python-versions = ">=3.9"
-groups = ["main"]
+groups = ["dev", "prod", "prod-local"]
 files = [
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 ]
 
 [package.dependencies]
-protobuf = ">=5.0,<6.0"
+protobuf = ">=5.0,<7.0"
 
 [[package]]
 name = "opentelemetry-sdk"
-version = "1.34.1"
+version = "1.37.0"
 description = "OpenTelemetry Python SDK"
 optional = false
 python-versions = ">=3.9"
-groups = ["main"]
+groups = ["dev", "prod", "prod-local"]
 files = [
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 ]
 
 [package.dependencies]
-opentelemetry-api = "1.34.1"
-opentelemetry-semantic-conventions = "0.55b1"
+opentelemetry-api = "1.37.0"
+opentelemetry-semantic-conventions = "0.58b0"
 typing-extensions = ">=4.5.0"
 
 [[package]]
 name = "opentelemetry-semantic-conventions"
-version = "0.55b1"
+version = "0.58b0"
 description = "OpenTelemetry Semantic Conventions"
 optional = false
 python-versions = ">=3.9"
-groups = ["main"]
+groups = ["dev", "prod", "prod-local"]
 files = [
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 ]
 
 [package.dependencies]
-opentelemetry-api = "1.34.1"
+opentelemetry-api = "1.37.0"
 typing-extensions = ">=4.5.0"
 
 [[package]]
 name = "orjson"
-version = "3.10.18"
+version = "3.11.3"
 description = "Fast, correct Python JSON library supporting dataclasses, datetimes, and numpy"
 optional = false
 python-versions = ">=3.9"
-groups = ["main"]
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 python-versions = ">=3.9"
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 ]
 
 [package.dependencies]
@@ -3364,34 +3509,19 @@ version = "0.12.1"
 description = "Utility library for gitignore style pattern matching of file paths."
 optional = false
 python-versions = ">=3.8"
-groups = ["dev"]
+groups = ["lint"]
 files = [
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 ]
 
-[[package]]
-name = "pbr"
-version = "6.1.1"
-description = "Python Build Reasonableness"
-optional = false
-python-versions = ">=2.6"
-groups = ["dev"]
-files = [
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-
-[package.dependencies]
-setuptools = "*"
-
 [[package]]
 name = "pep8-naming"
 version = "0.15.1"
 description = "Check PEP-8 naming conventions, plugin for flake8"
 optional = false
 python-versions = ">=3.9"
-groups = ["dev"]
+groups = ["lint"]
 files = [
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@@ -3406,7 +3536,7 @@ version = "11.3.0"
 description = "Python Imaging Library (Fork)"
 optional = false
 python-versions = ">=3.9"
-groups = ["main"]
+groups = ["dev", "prod", "prod-local"]
 files = [
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@@ -3527,14 +3657,14 @@ xmp = ["defusedxml"]
 
 [[package]]
 name = "platformdirs"
-version = "4.3.8"
+version = "4.4.0"
 description = "A small Python package for determining appropriate platform-specific dirs, e.g. a `user data dir`."
 optional = false
 python-versions = ">=3.9"
-groups = ["dev"]
+groups = ["lint"]
 files = [
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 ]
 
 [package.extras]
@@ -3548,7 +3678,7 @@ version = "1.6.0"
 description = "plugin and hook calling mechanisms for python"
 optional = false
 python-versions = ">=3.9"
-groups = ["main", "dev"]
+groups = ["test"]
 files = [
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@@ -3560,151 +3690,173 @@ testing = ["coverage", "pytest", "pytest-benchmark"]
 
 [[package]]
 name = "portalocker"
-version = "2.10.1"
+version = "3.2.0"
 description = "Wraps the portalocker recipe for easy usage"
 optional = false
-python-versions = ">=3.8"
-groups = ["main"]
+python-versions = ">=3.9"
+groups = ["dev", "prod", "prod-local"]
 files = [
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+    {file = "portalocker-3.2.0.tar.gz", hash = "sha256:1f3002956a54a8c3730586c5c77bf18fae4149e07eaf1c29fc3faf4d5a3f89ac"},
 ]
 
 [package.dependencies]
 pywin32 = {version = ">=226", markers = "platform_system == \"Windows\""}
 
 [package.extras]
-docs = ["sphinx (>=1.7.1)"]
+docs = ["portalocker[tests]"]
 redis = ["redis"]
-tests = ["pytest (>=5.4.1)", "pytest-cov (>=2.8.1)", "pytest-mypy (>=0.8.0)", "pytest-timeout (>=2.1.0)", "redis", "sphinx (>=6.0.0)", "types-redis"]
+tests = ["coverage-conditional-plugin (>=0.9.0)", "portalocker[redis]", "pytest (>=5.4.1)", "pytest-cov (>=2.8.1)", "pytest-mypy (>=0.8.0)", "pytest-rerunfailures (>=15.0)", "pytest-timeout (>=2.1.0)", "sphinx (>=6.0.0)", "types-pywin32 (>=310.0.0.20250429)", "types-redis"]
 
 [[package]]
 name = "propcache"
-version = "0.3.2"
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 description = "Accelerated property cache"
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 python-versions = ">=3.9"
-groups = ["main"]
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 description = "Fast and parallel snowball stemmer"
 optional = false
 python-versions = "*"
-groups = ["main"]
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 ]
 
 [package.extras]
@@ -3856,35 +3996,22 @@ version = "2.14.0"
 description = "Python style guide checker"
 optional = false
 python-versions = ">=3.9"
-groups = ["dev"]
+groups = ["lint"]
 files = [
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 ]
 
-[[package]]
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-description = "C parser in Python"
-optional = false
-python-versions = ">=3.8"
-groups = ["main"]
-markers = "platform_python_implementation == \"PyPy\""
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-]
-
 [[package]]
 name = "pydantic"
-version = "2.11.7"
+version = "2.11.10"
 description = "Data validation using Python type hints"
 optional = false
 python-versions = ">=3.9"
-groups = ["main"]
+groups = ["dev", "prod", "prod-local"]
 files = [
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 ]
 
 [package.dependencies]
@@ -3903,7 +4030,7 @@ version = "2.33.2"
 description = "Core functionality for Pydantic validation and serialization"
 optional = false
 python-versions = ">=3.9"
-groups = ["main"]
+groups = ["dev", "prod", "prod-local"]
 files = [
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@@ -4011,14 +4138,14 @@ typing-extensions = ">=4.6.0,<4.7.0 || >4.7.0"
 
 [[package]]
 name = "pydantic-settings"
-version = "2.10.1"
+version = "2.11.0"
 description = "Settings management using Pydantic"
 optional = false
 python-versions = ">=3.9"
-groups = ["main"]
+groups = ["dev", "prod", "prod-local"]
 files = [
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 ]
 
 [package.dependencies]
@@ -4039,7 +4166,7 @@ version = "6.3.0"
 description = "Python docstring style checker"
 optional = false
 python-versions = ">=3.6"
-groups = ["dev"]
+groups = ["lint"]
 files = [
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@@ -4057,7 +4184,7 @@ version = "3.4.0"
 description = "passive checker of Python programs"
 optional = false
 python-versions = ">=3.9"
-groups = ["dev"]
+groups = ["lint"]
 files = [
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@@ -4069,7 +4196,7 @@ version = "2.19.2"
 description = "Pygments is a syntax highlighting package written in Python."
 optional = false
 python-versions = ">=3.8"
-groups = ["main", "dev"]
+groups = ["dev", "lint", "prod", "prod-local", "test"]
 files = [
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@@ -4084,7 +4211,7 @@ version = "3.5.4"
 description = "A python implementation of GNU readline."
 optional = false
 python-versions = ">=3.8"
-groups = ["main"]
+groups = ["dev", "prod", "prod-local"]
 markers = "sys_platform == \"win32\""
 files = [
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 description = "pytest: simple powerful testing with Python"
 optional = false
 python-versions = ">=3.9"
-groups = ["main", "dev"]
+groups = ["test"]
 files = [
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@@ -4116,32 +4243,13 @@ pygments = ">=2.7.2"
 [package.extras]
 dev = ["argcomplete", "attrs (>=19.2)", "hypothesis (>=3.56)", "mock", "requests", "setuptools", "xmlschema"]
 
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-version = "0.26.0"
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-
-[package.extras]
-docs = ["sphinx (>=5.3)", "sphinx-rtd-theme (>=1)"]
-testing = ["coverage (>=6.2)", "hypothesis (>=5.7.1)"]
-
 [[package]]
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 description = "Extensions to the standard Python datetime module"
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,>=2.7"
-groups = ["main"]
+groups = ["dev", "prod", "prod-local"]
 files = [
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 description = "Read key-value pairs from a .env file and set them as environment variables"
 optional = false
 python-versions = ">=3.9"
-groups = ["main"]
+groups = ["dev", "prod", "prod-local"]
 files = [
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@@ -4171,7 +4279,7 @@ version = "2025.2"
 description = "World timezone definitions, modern and historical"
 optional = false
 python-versions = "*"
-groups = ["main"]
+groups = ["dev", "prod", "prod-local"]
 files = [
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@@ -4179,92 +4287,116 @@ files = [
 
 [[package]]
 name = "pywin32"
-version = "310"
+version = "311"
 description = "Python for Window Extensions"
 optional = false
 python-versions = "*"
-groups = ["main"]
+groups = ["dev", "prod", "prod-local"]
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 ]
 
 [[package]]
@@ -4273,7 +4405,7 @@ version = "1.16.0"
 description = "Client library for the Qdrant vector search engine"
 optional = false
 python-versions = ">=3.9"
-groups = ["main"]
+groups = ["dev", "prod", "prod-local"]
 files = [
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@@ -4294,11 +4426,11 @@ fastembed-gpu = ["fastembed-gpu (>=0.7,<0.8)"]
 
 [[package]]
 name = "rag-core-api"
-version = "v3.4.0"
+version = "3.4.0"
 description = "The rag-core-api contains the API layer for the RAG template for document retrieval, question answering, knowledge base management in the vector database and more."
 optional = false
 python-versions = "^3.13"
-groups = ["main"]
+groups = ["dev", "prod", "prod-local"]
 files = []
 develop = true
 
@@ -4319,7 +4451,6 @@ langgraph = "^1.0.3"
 langgraph-checkpoint = ">=3.0.0,<4.0.0"
 openai = "^1.77.0"
 pillow = "^11.2.1"
-pytest-asyncio = "^0.26.0"
 pyyaml = "^6.0.2"
 qdrant-client = "^1.14.2"
 rag-core-lib = {path = "../rag-core-lib", develop = true}
@@ -4334,11 +4465,11 @@ url = "../../libs/rag-core-api"
 
 [[package]]
 name = "rag-core-lib"
-version = "v3.4.0"
+version = "3.4.0"
 description = "The rag-core-lib contains the shared components of at least two of the rag libs."
 optional = false
 python-versions = "^3.13"
-groups = ["main"]
+groups = ["dev", "prod", "prod-local"]
 files = []
 develop = true
 
@@ -4367,7 +4498,7 @@ version = "0.3.2"
 description = "Evaluation framework for RAG and LLM applications"
 optional = false
 python-versions = ">=3.9"
-groups = ["main"]
+groups = ["dev", "prod", "prod-local"]
 files = [
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 [[package]]
 name = "regex"
-version = "2024.11.6"
+version = "2025.9.18"
 description = "Alternative regular expression module, to replace re."
 optional = false
-python-versions = ">=3.8"
-groups = ["main"]
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 [[package]]
@@ -4510,7 +4662,7 @@ version = "2.32.5"
 description = "Python HTTP for Humans."
 optional = false
 python-versions = ">=3.9"
-groups = ["main"]
+groups = ["dev", "prod", "prod-local"]
 files = [
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@@ -4532,7 +4684,7 @@ version = "2.0.0"
 description = "OAuthlib authentication support for Requests."
 optional = false
 python-versions = ">=3.4"
-groups = ["main"]
+groups = ["dev", "prod", "prod-local"]
 files = [
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@@ -4551,7 +4703,7 @@ version = "1.0.0"
 description = "A utility belt for advanced users of python-requests"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
-groups = ["main"]
+groups = ["dev", "prod", "prod-local"]
 files = [
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@@ -4562,14 +4714,14 @@ requests = ">=2.0.1,<3.0.0"
 
 [[package]]
 name = "rich"
-version = "14.0.0"
+version = "14.1.0"
 description = "Render rich text, tables, progress bars, syntax highlighting, markdown and more to the terminal"
 optional = false
 python-versions = ">=3.8.0"
-groups = ["main", "dev"]
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 files = [
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 ]
 
 [package.dependencies]
@@ -4581,14 +4733,14 @@ jupyter = ["ipywidgets (>=7.5.1,<9)"]
 
 [[package]]
 name = "setuptools"
-version = "80.9.0"
+version = "80.8.0"
 description = "Easily download, build, install, upgrade, and uninstall Python packages"
 optional = false
 python-versions = ">=3.9"
-groups = ["dev"]
+groups = ["main", "lint"]
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 python-versions = ">=3.9"
-groups = ["main"]
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 ]
 
 [package.dependencies]
@@ -4873,36 +5048,36 @@ blobfile = ["blobfile (>=2)"]
 
 [[package]]
 name = "tokenizers"
-version = "0.21.2"
+version = "0.22.1"
 description = ""
 optional = false
 python-versions = ">=3.9"
-groups = ["main"]
-files = [
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 ]
 
 [package.dependencies]
-huggingface-hub = ">=0.16.4,<1.0"
+huggingface-hub = ">=0.16.4,<2.0"
 
 [package.extras]
 dev = ["tokenizers[testing]"]
 docs = ["setuptools-rust", "sphinx", "sphinx-rtd-theme"]
-testing = ["black (==22.3)", "datasets", "numpy", "pytest", "requests", "ruff"]
+testing = ["black (==22.3)", "datasets", "numpy", "pytest", "pytest-asyncio", "requests", "ruff"]
 
 [[package]]
 name = "tqdm"
@@ -4910,7 +5085,7 @@ version = "4.67.1"
 description = "Fast, Extensible Progress Meter"
 optional = false
 python-versions = ">=3.7"
-groups = ["main"]
+groups = ["dev", "prod", "prod-local"]
 files = [
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@@ -4928,14 +5103,14 @@ telegram = ["requests"]
 
 [[package]]
 name = "typer"
-version = "0.17.3"
+version = "0.19.2"
 description = "Typer, build great CLIs. Easy to code. Based on Python type hints."
 optional = false
-python-versions = ">=3.7"
-groups = ["main"]
+python-versions = ">=3.8"
+groups = ["dev", "prod", "prod-local"]
 files = [
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+    {file = "typer-0.19.2-py3-none-any.whl", hash = "sha256:755e7e19670ffad8283db353267cb81ef252f595aa6834a0d1ca9312d9326cb9"},
+    {file = "typer-0.19.2.tar.gz", hash = "sha256:9ad824308ded0ad06cc716434705f691d4ee0bfd0fb081839d2e426860e7fdca"},
 ]
 
 [package.dependencies]
@@ -4946,14 +5121,14 @@ typing-extensions = ">=3.7.4.3"
 
 [[package]]
 name = "typing-extensions"
-version = "4.14.1"
+version = "4.15.0"
 description = "Backported and Experimental Type Hints for Python 3.9+"
 optional = false
 python-versions = ">=3.9"
-groups = ["main"]
+groups = ["dev", "prod", "prod-local"]
 files = [
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+    {file = "typing_extensions-4.15.0-py3-none-any.whl", hash = "sha256:f0fa19c6845758ab08074a0cfa8b7aecb71c999ca73d62883bc25cc018c4e548"},
+    {file = "typing_extensions-4.15.0.tar.gz", hash = "sha256:0cea48d173cc12fa28ecabc3b837ea3cf6f38c6d1136f85cbaaf598984861466"},
 ]
 
 [[package]]
@@ -4962,7 +5137,7 @@ version = "0.9.0"
 description = "Runtime inspection utilities for typing module."
 optional = false
 python-versions = "*"
-groups = ["main"]
+groups = ["dev", "prod", "prod-local"]
 files = [
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@@ -4974,14 +5149,14 @@ typing-extensions = ">=3.7.4"
 
 [[package]]
 name = "typing-inspection"
-version = "0.4.1"
+version = "0.4.2"
 description = "Runtime typing introspection tools"
 optional = false
 python-versions = ">=3.9"
-groups = ["main"]
+groups = ["dev", "prod", "prod-local"]
 files = [
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 description = "Provider of IANA time zone data"
 optional = false
 python-versions = ">=2"
-groups = ["main"]
+groups = ["dev", "prod", "prod-local"]
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 optional = false
 python-versions = ">=3.9"
-groups = ["main"]
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 description = "Drop-in replacement for Python UUID with bindings in Rust"
 optional = false
 python-versions = ">=3.9"
-groups = ["main"]
+groups = ["dev", "prod", "prod-local"]
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 optional = false
 python-versions = ">=3.9"
-groups = ["main"]
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 description = "A small Python utility to set file creation time on Windows"
 optional = false
 python-versions = ">=3.5"
-groups = ["main"]
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+    {file = "zstandard-0.25.0.tar.gz", hash = "sha256:7713e1179d162cf5c7906da876ec2ccb9c3a9dcbdffef0cc7f70c3667a205f0b"},
 ]
 
-[package.dependencies]
-cffi = {version = ">=1.11", markers = "platform_python_implementation == \"PyPy\""}
-
 [package.extras]
-cffi = ["cffi (>=1.11)"]
+cffi = ["cffi (>=1.17,<2.0) ; platform_python_implementation != \"PyPy\" and python_version < \"3.14\"", "cffi (>=2.0.0b0) ; platform_python_implementation != \"PyPy\" and python_version >= \"3.14\""]
 
 [metadata]
 lock-version = "2.1"
 python-versions = "^3.13"
-content-hash = "6db9c6975c541d6d6a8c9e2966fd411eba18dac21d627e9dae6e9236431d3bbb"
+content-hash = "80ef6049efd8deefdba1e4c9322790e20ca635bf362335d1434984bfd6823443"
diff --git a/services/rag-backend/pyproject.toml b/services/rag-backend/pyproject.toml
index ae6e896f..dbf51ac1 100644
--- a/services/rag-backend/pyproject.toml
+++ b/services/rag-backend/pyproject.toml
@@ -14,15 +14,17 @@ repository = "https://github.com/stackitcloud/rag-template"
 
 [tool.poetry.dependencies]
 python = "^3.13"
-rag-core-api = { path = "../../libs/rag-core-api", develop = true}
+setuptools = "<80.9"
+propcache = "0.4.1"
 
-[tool.poetry.group.dev.dependencies]
-debugpy = "^1.8.14"
+[tool.poetry.group.test.dependencies]
 pytest = "^8.2.1"
+coverage = "^7.8.0"
+
+[tool.poetry.group.lint.dependencies]
 flake8 = "^7.2.0"
 flake8-black = "^0.4.0"
 flake8-pyproject = "^1.2.3"
-coverage = "^7.8.0"
 flake8-quotes = "^3.4.0"
 flake8-return = "^1.2.0"
 flake8-annotations-complexity = "^0.1.0"
@@ -43,6 +45,11 @@ flake8-wot = "^0.2.0"
 flake8-function-order = "^0.0.5"
 flake8-tidy-imports = "^4.10.0"
 
+[tool.poetry.group.dev.dependencies]
+debugpy = "^1.8.14"
+rag-core-api = {path = "../../libs/rag-core-api", develop = true}
+rag-core-lib = {path = "../../libs/rag-core-lib", develop = true}
+
 [build-system]
 requires = ["poetry-core"]
 build-backend = "poetry.core.masonry.api"
@@ -63,7 +70,8 @@ multiline-quotes = '"""'
 dictionaries = ["en_US", "python", "technical", "pandas"]
 ban-relative-imports = true
 per-file-ignores = """
-  ./tests/*: S101,
+  ./main.py: D100,
+  ./tests/*: S101,D100,D103,D104,
   **/__init__.py: D104,
 """
 
@@ -97,3 +105,19 @@ skip_gitignore = true
 
 [tool.pylint]
 max-line-length = 120
+
+# Prefer PyPI, but allow resolving from TestPyPI for internal libs
+[[tool.poetry.source]]
+name = "testpypi"
+url = "https://test.pypi.org/simple/"
+priority = "supplemental"
+
+
+[tool.poetry.group.prod.dependencies]
+rag-core-api = "==3.4.0"
+rag-core-lib = "==3.4.0"
+
+[tool.poetry.group.prod-local.dependencies]
+# Use local path for Tilt/development with production Dockerfile
+rag-core-api = {path = "../../libs/rag-core-api"}
+rag-core-lib = {path = "../../libs/rag-core-lib"}
diff --git a/tools/allow_chart_bump.py b/tools/allow_chart_bump.py
new file mode 100644
index 00000000..facfda2c
--- /dev/null
+++ b/tools/allow_chart_bump.py
@@ -0,0 +1,118 @@
+#!/usr/bin/env python3
+from __future__ import annotations
+
+import json
+import os
+import re
+import sys
+import urllib.request
+from typing import Any
+
+
+API_VERSION = "2022-11-28"
+API_TIMEOUT_SECONDS = 30
+
+
+def github_request(url: str, token: str, accept: str | None = None) -> Any:
+    req = urllib.request.Request(url)
+    req.add_header("Authorization", f"Bearer {token}")
+    req.add_header("Accept", accept or "application/vnd.github+json")
+    req.add_header("X-GitHub-Api-Version", API_VERSION)
+    with urllib.request.urlopen(req, timeout=API_TIMEOUT_SECONDS) as resp:
+        return json.load(resp)
+
+
+def parse_pr_number(event_path: str | None) -> int | None:
+    if not event_path or not os.path.exists(event_path):
+        return None
+    with open(event_path, "r", encoding="utf-8") as handle:
+        event = json.load(handle)
+
+    if "pull_request" in event:
+        return event["pull_request"].get("number")
+
+    messages: list[str] = []
+    head = event.get("head_commit", {})
+    if head.get("message"):
+        messages.append(head["message"])
+    for commit in event.get("commits", []):
+        if commit.get("message"):
+            messages.append(commit["message"])
+
+    for msg in messages:
+        match = re.search(r"Merge pull request #(\d+)", msg)
+        if match:
+            return int(match.group(1))
+        match = re.search(r"\(#(\d+)\)\s*$", msg)
+        if match:
+            return int(match.group(1))
+    return None
+
+
+def pr_has_chart_bump(repo: str, pr_number: int, token: str) -> bool:
+    url = f"https://api.github.com/repos/{repo}/issues/{pr_number}"
+    data = github_request(url, token)
+    labels = {lbl["name"] for lbl in data.get("labels", [])}
+    return "chart-bump" in labels
+
+
+def find_pr_by_commit(repo: str, sha: str, token: str) -> int | None:
+    url = f"https://api.github.com/repos/{repo}/commits/{sha}/pulls"
+    data = github_request(
+        url,
+        token,
+        accept="application/vnd.github+json, application/vnd.github.groot-preview+json",
+    )
+    if data:
+        return data[0].get("number")
+    return None
+
+
+def find_pr_by_merge_sha(repo: str, sha: str, token: str) -> int | None:
+    for page in range(1, 4):
+        url = (
+            f"https://api.github.com/repos/{repo}/pulls"
+            f"?state=closed&sort=updated&direction=desc&per_page=100&page={page}"
+        )
+        data = github_request(url, token)
+        for pr in data:
+            if pr.get("merge_commit_sha") == sha:
+                return pr.get("number")
+        if len(data) < 100:
+            break
+    return None
+
+
+def main() -> int:
+    repo = os.environ.get("GITHUB_REPOSITORY")
+    sha = os.environ.get("GITHUB_SHA")
+    token = os.environ.get("GH_TOKEN")
+    output_path = os.environ.get("GITHUB_OUTPUT")
+    event_path = os.environ.get("GITHUB_EVENT_PATH")
+
+    if not repo or not sha or not token or not output_path:
+        print("Missing required environment variables for chart-bump check.", file=sys.stderr)
+        return 1
+
+    try:
+        pr_number = parse_pr_number(event_path)
+        if pr_number is None:
+            pr_number = find_pr_by_commit(repo, sha, token)
+        if pr_number is None:
+            pr_number = find_pr_by_merge_sha(repo, sha, token)
+        if pr_number is None:
+            allow = False
+        else:
+            allow = pr_has_chart_bump(repo, pr_number, token)
+    except Exception as exc:
+        print(f"Failed to query PRs for commit: {exc}", file=sys.stderr)
+        return 1
+
+    out = f"allow={'true' if allow else 'false'}\n"
+    with open(output_path, "a", encoding="utf-8") as handle:
+        handle.write(out)
+    return 0
+
+
+if __name__ == "__main__":
+    raise SystemExit(main())
diff --git a/tools/bump_chart_versions.py b/tools/bump_chart_versions.py
new file mode 100644
index 00000000..1ee60c4d
--- /dev/null
+++ b/tools/bump_chart_versions.py
@@ -0,0 +1,128 @@
+#!/usr/bin/env python3
+"""Bump Helm chart versions.
+
+This helper updates `Chart.yaml` files under `infrastructure/*/Chart.yaml`.
+It preserves quoting style where possible.
+"""
+
+import argparse
+import pathlib
+import re
+import sys
+from typing import Any
+
+from ruamel.yaml import YAML
+from ruamel.yaml.scalarstring import DoubleQuotedScalarString, SingleQuotedScalarString
+
+ROOT = pathlib.Path(__file__).resolve().parents[1]
+
+
+def _to_chart_version(app_version: str) -> str:
+    """Convert app_version to a SemVer 2.0.0 compliant Helm chart version.
+
+    Examples:
+    - "2.0.0.post20250904105936" -> "2.0.0-post.20250904105936"
+    - "2.0.1" -> "2.0.1"
+    - "2.0.1-rc.1" -> "2.0.1-rc.1"
+    - Fallback: if an unexpected format is provided, try to keep a valid semver
+      by extracting the leading MAJOR.MINOR.PATCH.
+    """
+    normalized = app_version.lstrip("vV")
+    # Case 1: our prepare-release format "X.Y.Z.post<digits>"
+    m = re.fullmatch(r"(?P<base>\d+\.\d+\.\d+)\.post(?P<ts>\d+)", normalized)
+    if m:
+        return f"{m.group('base')}-post.{m.group('ts')}"
+
+    # Case 2: already valid semver (optionally with pre-release or build metadata)
+    if re.fullmatch(r"\d+\.\d+\.\d+(?:-[0-9A-Za-z.-]+)?(?:\+[0-9A-Za-z.-]+)?", normalized):
+        return normalized
+
+    # Fallback: keep only the base version if present
+    base = re.match(r"(\d+\.\d+\.\d+)", normalized)
+    return base.group(1) if base else normalized
+
+
+def _preserve_style(old_value: Any, new_value: str) -> Any:
+    if isinstance(old_value, DoubleQuotedScalarString):
+        return DoubleQuotedScalarString(new_value)
+    if isinstance(old_value, SingleQuotedScalarString):
+        return SingleQuotedScalarString(new_value)
+    return new_value
+
+
+def bump_chart(chart_path: pathlib.Path, app_version: str, mode: str) -> None:
+    """Update a Chart.yaml file.
+
+    Parameters
+    ----------
+    chart_path : pathlib.Path
+        Path to Chart.yaml.
+    app_version : str
+        Version string used as input. Depending on mode, this is used to set
+        `appVersion` and/or compute the chart `version`.
+    mode : str
+        One of: "app-and-chart", "app-only", "chart-only".
+    """
+    yaml = YAML()
+    yaml.preserve_quotes = True
+    yaml.width = 4096
+
+    try:
+        data = yaml.load(chart_path.read_text(encoding="utf-8"))
+    except Exception as exc:  # noqa: BLE001
+        raise RuntimeError(f"Failed to parse YAML from {chart_path}: {exc}") from exc
+    if data is None:
+        return
+
+    if mode in ("app-and-chart", "app-only"):
+        if not app_version:
+            raise ValueError("app_version is required for mode app-and-chart or app-only")
+        old_app = data.get("appVersion")
+        data["appVersion"] = _preserve_style(old_app, str(app_version))
+
+    if mode in ("app-and-chart", "chart-only"):
+        if mode == "chart-only" and not app_version:
+            raise ValueError("chart-only mode requires chart_version provided via app_version argument")
+        chart_version = _to_chart_version(str(app_version))
+        old_version = data.get("version")
+        data["version"] = _preserve_style(old_version, chart_version)
+
+    try:
+        with chart_path.open("w", encoding="utf-8") as handle:
+            yaml.dump(data, handle)
+    except Exception as exc:  # noqa: BLE001
+        raise RuntimeError(f"Failed to write YAML to {chart_path}: {exc}") from exc
+
+
+def main() -> int:
+    p = argparse.ArgumentParser()
+    p.add_argument("--app-version", help="App version to set (required for app-and-chart/app-only)")
+    p.add_argument("--chart-version", help="Chart version to set (required for chart-only)")
+    p.add_argument(
+        "--mode",
+        choices=["app-and-chart", "app-only", "chart-only"],
+        default="app-and-chart",
+        help=(
+            "app-and-chart: bump appVersion and chart version; "
+            "app-only: bump only appVersion; "
+            "chart-only: bump only chart version"
+        ),
+    )
+    args = p.parse_args()
+
+    app_version = args.app_version
+    if args.mode == "chart-only":
+        app_version = args.chart_version
+
+    charts = list((ROOT / "infrastructure").glob("*/Chart.yaml"))
+    try:
+        for ch in charts:
+            bump_chart(ch, app_version, args.mode)
+    except Exception as exc:  # noqa: BLE001
+        print(str(exc), file=sys.stderr)
+        return 1
+    return 0
+
+
+if __name__ == "__main__":
+    raise SystemExit(main())
diff --git a/tools/bump_pyproject_deps.py b/tools/bump_pyproject_deps.py
new file mode 100644
index 00000000..7028b464
--- /dev/null
+++ b/tools/bump_pyproject_deps.py
@@ -0,0 +1,128 @@
+#!/usr/bin/env python3
+"""Bump internal library versions and update service dependency pins.
+
+This script is used by GitHub Actions release automation.
+"""
+
+import argparse
+import pathlib
+import sys
+from typing import Any
+
+import tomlkit
+
+ROOT = pathlib.Path(__file__).resolve().parents[1]
+
+# Only bump versions for internal libs here
+LIBS_VERSION_FILES = [
+    ROOT / 'libs' / 'rag-core-lib' / 'pyproject.toml',
+    ROOT / 'libs' / 'rag-core-api' / 'pyproject.toml',
+    ROOT / 'libs' / 'admin-api-lib' / 'pyproject.toml',
+    ROOT / 'libs' / 'extractor-api-lib' / 'pyproject.toml',
+]
+
+# Service pins to update after libs are published
+SERVICE_PINS = {
+    ROOT / 'services' / 'rag-backend' / 'pyproject.toml': {
+        'tool.poetry.group.prod.dependencies.rag-core-api': '=={v}',
+        'tool.poetry.group.prod.dependencies.rag-core-lib': '=={v}',
+    },
+    ROOT / 'services' / 'admin-backend' / 'pyproject.toml': {
+        'tool.poetry.group.prod.dependencies.admin-api-lib': '=={v}',
+        'tool.poetry.group.prod.dependencies.rag-core-lib': '=={v}',
+    },
+    ROOT / 'services' / 'document-extractor' / 'pyproject.toml': {
+        'tool.poetry.group.prod.dependencies.extractor-api-lib': '=={v}',
+    },
+}
+
+
+def replace_version_line(text: str, new_version: str) -> str:
+    """Set tool.poetry.version in a pyproject.toml text.
+
+    Parameters
+    ----------
+    text : str
+        TOML document text.
+    new_version : str
+        Version to write into `[tool.poetry]`.
+
+    Returns
+    -------
+    str
+        Updated TOML text.
+    """
+    doc = tomlkit.parse(text)
+    tool = doc.get("tool")
+    if tool is None:
+        doc["tool"] = tomlkit.table()
+        tool = doc["tool"]
+    poetry = tool.get("poetry")
+    if poetry is None:
+        tool["poetry"] = tomlkit.table()
+        poetry = tool["poetry"]
+    poetry["version"] = str(new_version)
+    return tomlkit.dumps(doc)
+
+
+def _get_table(doc: tomlkit.TOMLDocument, path: list[str]) -> Any | None:
+    ref: Any = doc
+    for key in path:
+        try:
+            if key not in ref:  # mapping-like check
+                return None
+            ref = ref[key]
+        except Exception:
+            return None
+    return ref
+
+
+def bump(version: str, bump_libs: bool = True, bump_service_pins: bool = True) -> None:
+    # 1) bump libs versions (textual, non-destructive)
+    if bump_libs:
+        for file in LIBS_VERSION_FILES:
+            txt = file.read_text()
+            new_txt = replace_version_line(txt, version)
+            file.write_text(new_txt)
+            print(f"Updated {file} -> tool.poetry.version = {version}")
+
+    # 2) bump service pins only inside [tool.poetry.group.prod.dependencies]
+    if bump_service_pins:
+        for file, mapping in SERVICE_PINS.items():
+            txt = file.read_text()
+            doc = tomlkit.parse(txt)
+            deps = _get_table(doc, [
+                'tool', 'poetry', 'group', 'prod', 'dependencies'
+            ])
+            if deps is None or not hasattr(deps, '__contains__'):
+                print(f"Skip {file}: prod dependencies table not found")
+                file.write_text(tomlkit.dumps(doc))
+                continue
+            for dotted, template in mapping.items():
+                pkg = dotted.split('.')[-1]
+                if pkg in deps:
+                    val = template.format(v=version)
+                    deps[pkg] = val
+                    print(f"Pinned {file} -> {pkg} = {val}")
+                else:
+                    print(f"Skip {file}: {pkg} not present in prod dependencies")
+            file.write_text(tomlkit.dumps(doc))
+
+
+def main() -> int:
+    ap = argparse.ArgumentParser()
+    ap.add_argument("--version", required=True)
+    ap.add_argument("--bump-libs", action="store_true", help="Bump versions in internal libs only")
+    ap.add_argument("--bump-service-pins", action="store_true", help="Bump service dependency pins only")
+    args = ap.parse_args()
+
+    # Backward compatibility: if neither flag is provided, do both
+    bump_libs = args.bump_libs or (not args.bump_libs and not args.bump_service_pins)
+    bump_service_pins = args.bump_service_pins or (not args.bump_libs and not args.bump_service_pins)
+
+    bump(args.version, bump_libs=bump_libs, bump_service_pins=bump_service_pins)
+    return 0
+
+
+if __name__ == "__main__":
+    raise SystemExit(main())
diff --git a/tools/publish_libs.sh b/tools/publish_libs.sh
new file mode 100755
index 00000000..d6431646
--- /dev/null
+++ b/tools/publish_libs.sh
@@ -0,0 +1,80 @@
+#!/usr/bin/env bash
+# Shared helpers for publishing internal libs and waiting for index visibility.
+set -euo pipefail
+
+POLL_INTERVAL_SECONDS=5
+MAX_POLL_ATTEMPTS=60
+
+publish_lib() {
+  local lib="$1"
+  local repo_flag="$2" # "" or "-r testpypi"
+  local version="$3"
+  local path="${4:-libs/$lib}"
+  if [ ! -d "$path" ]; then
+    echo "Missing $path" >&2
+    exit 1
+  fi
+  local pyproject="$path/pyproject.toml"
+  if [ -f "$pyproject" ]; then
+    python - "$pyproject" "$version" <<'PY'
+import re
+import sys
+from pathlib import Path
+
+pyproject = Path(sys.argv[1])
+version = sys.argv[2]
+text = pyproject.read_text()
+pattern = r'^(\s*rag-core-lib\s*=\s*)\{[^\n]*path\s*=\s*"[^"]+"[^\n]*\}\s*$'
+replacement = r'\1"=={}"'.format(version)
+new_text = re.sub(pattern, replacement, text, flags=re.M)
+if new_text != text:
+    pyproject.write_text(new_text)
+    print(f"Rewrote rag-core-lib path dependency in {pyproject} to =={version}")
+PY
+  fi
+  # Skip publishing if this version already exists on the target index.
+  # This prevents 'poetry publish' from failing when the version is already present.
+  if command -v curl >/dev/null 2>&1 && command -v jq >/dev/null 2>&1; then
+    local base_url="https://pypi.org"
+    if [ "${repo_flag:-}" = "-r testpypi" ]; then
+      base_url="https://test.pypi.org"
+    fi
+    if curl -fsSL "$base_url/pypi/$lib/json" -o /tmp/"$lib".json; then
+      if jq -e --arg v "$version" '.releases[$v] | length > 0' /tmp/"$lib".json >/dev/null; then
+        echo "$lib==$version already exists on ${repo_flag:-pypi default}; skipping publish"
+        return 0
+      fi
+    fi
+  fi
+  echo "Publishing $lib ($version) to ${repo_flag:-pypi default}"
+  (cd "$path" && poetry version "$version" && poetry build && poetry publish $repo_flag)
+}
+
+wait_for_index() {
+  local name="$1"
+  local version="$2"
+  local base_url="$3"
+  local label="$4"
+  echo "Waiting for $name==$version on $label"
+  for _ in $(seq 1 "$MAX_POLL_ATTEMPTS"); do
+    json_ok=false
+    simple_ok=false
+    if curl -fsSL "$base_url/pypi/$name/json" -o /tmp/"$name".json; then
+      if jq -e --arg v "$version" '.releases[$v] | length > 0' /tmp/"$name".json >/dev/null; then
+        json_ok=true
+      fi
+    fi
+    if curl -fsSL "$base_url/simple/$name/" -o /tmp/"$name".html; then
+      if grep -q "$version" /tmp/"$name".html; then
+        simple_ok=true
+      fi
+    fi
+    if [ "$json_ok" = true ] && [ "$simple_ok" = true ]; then
+      echo "$name==$version visible on $label"
+      return 0
+    fi
+    sleep "$POLL_INTERVAL_SECONDS"
+  done
+  echo "$name==$version not visible on $label after waiting" >&2
+  return 1
+}
diff --git a/tools/set_rag_core_lib_testpypi_source.py b/tools/set_rag_core_lib_testpypi_source.py
new file mode 100644
index 00000000..af85d503
--- /dev/null
+++ b/tools/set_rag_core_lib_testpypi_source.py
@@ -0,0 +1,101 @@
+#!/usr/bin/env python3
+"""Ensure internal libs depend on rag-core-lib from the TestPyPI source.
+
+This helper is used by CI workflows when building lockfiles in a dry-run mode
+against TestPyPI.
+"""
+
+from __future__ import annotations
+
+from pathlib import Path
+from typing import Mapping
+
+import tomlkit
+from tomlkit.items import InlineTable, Table
+
+
+REPO_ROOT = Path(__file__).resolve().parents[1]
+LIB_PYPROJECTS = [
+    REPO_ROOT / "libs" / "rag-core-lib" / "pyproject.toml",
+    REPO_ROOT / "libs" / "rag-core-api" / "pyproject.toml",
+    REPO_ROOT / "libs" / "admin-api-lib" / "pyproject.toml",
+    REPO_ROOT / "libs" / "extractor-api-lib" / "pyproject.toml",
+]
+RAG_CORE_LIB = "rag-core-lib"
+
+
+def get_dependencies(doc: tomlkit.TOMLDocument) -> Table | None:
+    """Return `[tool.poetry.dependencies]` table if present.
+
+    Parameters
+    ----------
+    doc : tomlkit.TOMLDocument
+        Parsed TOML document.
+
+    Returns
+    -------
+    tomlkit.items.Table | None
+        Dependencies table or None if the path doesn't exist.
+    """
+    ref: object = doc
+    for key in ["tool", "poetry", "dependencies"]:
+        if not isinstance(ref, Mapping) or key not in ref:
+            return None
+        ref = ref[key]
+    return ref if isinstance(ref, Table) else None
+
+
+def set_rag_core_lib_source(pyproject: Path) -> bool:
+    """Set `rag-core-lib` dependency to use the TestPyPI source.
+
+    Parameters
+    ----------
+    pyproject : pathlib.Path
+        Path to a pyproject.toml.
+
+    Returns
+    -------
+    bool
+        True if the file was updated, False if nothing was changed.
+    """
+    if not pyproject.exists():
+        return False
+
+    doc = tomlkit.parse(pyproject.read_text())
+    deps = get_dependencies(doc)
+    if deps is None or RAG_CORE_LIB not in deps:
+        return False
+
+    val = deps[RAG_CORE_LIB]
+    if isinstance(val, str):
+        it: InlineTable = tomlkit.inline_table()
+        it.add("version", val)
+        it.add("source", "testpypi")
+        deps[RAG_CORE_LIB] = it
+    elif hasattr(val, "get"):
+        if "path" in val:
+            return False
+        val["source"] = "testpypi"
+    else:
+        return False
+
+    doc["tool"]["poetry"]["dependencies"] = deps
+    pyproject.write_text(tomlkit.dumps(doc))
+    return True
+
+
+def main() -> int:
+    """Update all internal lib pyproject files.
+
+    Returns
+    -------
+    int
+        Process exit code.
+    """
+    for pyproject in LIB_PYPROJECTS:
+        set_rag_core_lib_source(pyproject)
+    return 0
+
+
+if __name__ == "__main__":
+    raise SystemExit(main())
diff --git a/tools/tests/test_bump_chart_versions.py b/tools/tests/test_bump_chart_versions.py
new file mode 100644
index 00000000..90248641
--- /dev/null
+++ b/tools/tests/test_bump_chart_versions.py
@@ -0,0 +1,11 @@
+"""Tests for tools/bump_chart_versions.py."""
+
+from tools.bump_chart_versions import _to_chart_version
+
+
+def test_to_chart_version_converts_post_suffix() -> None:
+    assert _to_chart_version("2.0.0.post20250904105936") == "2.0.0-post.20250904105936"
+
+
+def test_to_chart_version_keeps_semver_with_prerelease() -> None:
+    assert _to_chart_version("v2.0.1-rc.1") == "2.0.1-rc.1"
diff --git a/tools/tests/test_bump_pyproject_deps.py b/tools/tests/test_bump_pyproject_deps.py
new file mode 100644
index 00000000..20d9fd08
--- /dev/null
+++ b/tools/tests/test_bump_pyproject_deps.py
@@ -0,0 +1,34 @@
+"""Tests for tools/bump_pyproject_deps.py."""
+
+from tools.bump_pyproject_deps import replace_version_line
+
+
+def test_replace_version_line_updates_existing_version() -> None:
+    text = (
+        "[tool.poetry]\n"
+        "name = \"example\"\n"
+        "version = \"0.1.0\"\n"
+        "\n"
+        "[tool.poetry.dependencies]\n"
+        "python = \"^3.13\"\n"
+    )
+
+    out = replace_version_line(text, "1.2.3")
+
+    assert "version = \"1.2.3\"" in out
+    assert out.count("[tool.poetry]") == 1
+
+
+def test_replace_version_line_inserts_version_without_duplicate_section() -> None:
+    text = (
+        "[tool.poetry]\n"
+        "name = \"example\"\n"
+        "\n"
+        "[tool.poetry.dependencies]\n"
+        "python = \"^3.13\"\n"
+    )
+
+    out = replace_version_line(text, "2.0.0")
+
+    assert "version = \"2.0.0\"" in out
+    assert out.count("[tool.poetry]") == 1
diff --git a/tools/update-helm-values.py b/tools/update-helm-values.py
deleted file mode 100644
index 283ad051..00000000
--- a/tools/update-helm-values.py
+++ /dev/null
@@ -1,72 +0,0 @@
-#!/usr/bin/env python3
-"""
-Update Helm values.yaml with new version tags for specific services only,
-preserving all existing formatting and disabling line wrapping via ruamel.yaml.
-"""
-
-import sys
-from ruamel.yaml import YAML
-from ruamel.yaml.scalarstring import DoubleQuotedScalarString
-
-def update_helm_values(file_path, new_version):
-    """Update specific service image tags in values.yaml with ruamel.yaml."""
-    yaml = YAML()
-    yaml.preserve_quotes = True
-    yaml.width = float('inf')           # ← no wrapping, even for long lines
-    yaml.indent(mapping=2, sequence=4, offset=2)
-
-    with open(file_path, 'r') as f:
-        data = yaml.load(f)
-
-    services_to_update = [
-        ('backend', 'mcp', 'image', 'tag'),
-        ('backend', 'image', 'tag'),
-        ('frontend', 'image', 'tag'),
-        ('adminBackend', 'image', 'tag'),
-        ('extractor', 'image', 'tag'),
-        ('adminFrontend', 'image', 'tag'),
-    ]
-
-    new_tag = f"v{new_version}"
-    updated_count = 0
-
-    for path in services_to_update:
-        node = data
-        try:
-            for key in path[:-1]:
-                node = node[key]
-            tag_key = path[-1]
-            if tag_key in node:
-                old = node[tag_key]
-                if str(old) != new_tag:
-                    if hasattr(old, 'style') and old.style in ('"', "'"):
-                        node[tag_key] = DoubleQuotedScalarString(new_tag)
-                    else:
-                        node[tag_key] = new_tag
-                    print(f"✅ Updated {'.'.join(path)}: {old!r} → {new_tag!r}")
-                    updated_count += 1
-                else:
-                    print(f"⚠️  {'.'.join(path)} already at {new_tag!r}")
-            else:
-                print(f"❌ Could not find {'.'.join(path)}")
-        except (KeyError, TypeError) as e:
-            print(f"❌ Could not access {'.'.join(path)}: {e}")
-
-    if updated_count:
-        with open(file_path, 'w') as f:
-            yaml.dump(data, f)
-        print(f"\n✅ Updated {updated_count} tag(s) in {file_path}")
-        return True
-    else:
-        print(f"\n⚠️  No changes needed in {file_path}")
-        return False
-
-if __name__ == '__main__':
-    if len(sys.argv) != 2:
-        print("Usage: update-helm-values.py <version>")
-        sys.exit(1)
-
-    version = sys.argv[1]
-    file_path = 'infrastructure/rag/values.yaml'
-    success = update_helm_values(file_path, version)
-    sys.exit(0 if success else 1)
diff --git a/tools/update_deploy_values.py b/tools/update_deploy_values.py
new file mode 100644
index 00000000..94d8325c
--- /dev/null
+++ b/tools/update_deploy_values.py
@@ -0,0 +1,87 @@
+#!/usr/bin/env python3
+"""Update deployment repo values file with image registry/tag overrides."""
+
+from __future__ import annotations
+
+import argparse
+from pathlib import Path
+from typing import Any, Dict
+
+import yaml
+
+
+def ensure(mapping: Dict[str, Any], key: str) -> Dict[str, Any]:
+    """Ensure key exists and is a dict.
+
+    Parameters
+    ----------
+    mapping : dict[str, Any]
+        Mapping to mutate.
+    key : str
+        Key that must exist.
+
+    Returns
+    -------
+    dict[str, Any]
+        The mapping at `mapping[key]`.
+    """
+    if key not in mapping or mapping[key] is None:
+        mapping[key] = {}
+    if not isinstance(mapping[key], dict):
+        raise TypeError(f"Expected dict at {key}, got {type(mapping[key])}")
+    return mapping[key]
+
+
+def update_values(values_path: Path, image_registry: str, image_tag: str) -> None:
+    """Update image override blocks in a Helm values file.
+
+    Parameters
+    ----------
+    values_path : pathlib.Path
+        Path to the values YAML file.
+    image_registry : str
+        Registry prefix (e.g. "registry.onstackit.cloud/qa-rag-template").
+    image_tag : str
+        Tag/version to set.
+    """
+    if values_path.exists():
+        data = yaml.safe_load(values_path.read_text(encoding="utf-8")) or {}
+    else:
+        data = {}
+
+    components = {
+        "backend": "rag-backend",
+        "adminBackend": "admin-backend",
+        "extractor": "document-extractor",
+        "frontend": "frontend",
+        "adminFrontend": "admin-frontend",
+    }
+
+    for key, image_name in components.items():
+        comp = ensure(data, key)
+        image_block = ensure(comp, "image")
+        image_block["repository"] = f"{image_registry}/{image_name}"
+        image_block["tag"] = image_tag
+
+    backend = ensure(data, "backend")
+    mcp = ensure(backend, "mcp")
+    mcp_image = ensure(mcp, "image")
+    mcp_image["repository"] = f"{image_registry}/mcp-server"
+    mcp_image["tag"] = image_tag
+
+    values_path.write_text(yaml.safe_dump(data, sort_keys=False), encoding="utf-8")
+
+
+def main() -> None:
+    """CLI entrypoint."""
+    parser = argparse.ArgumentParser(description="Update image overrides in a values file.")
+    parser.add_argument("--values-file", required=True, help="Path to values-qa.yaml in deployment repo")
+    parser.add_argument("--image-registry", required=True, help="Image registry base (e.g. registry.onstackit.cloud/qa-rag-template)")
+    parser.add_argument("--image-tag", required=True, help="Image tag/version to set")
+    args = parser.parse_args()
+
+    update_values(Path(args.values_file), args.image_registry, args.image_tag)
+
+
+if __name__ == "__main__":
+    main()