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Add a Julia interface section to the README #70

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Expand Up @@ -112,6 +112,9 @@ The solver generates three text files in the specified <output_directory>. The f
The `cupdlpx` Python package supports building and solving LPs directly with `NumPy` and `SciPy`.
Documentation and examples are available in the [Python API Guide](python/README.md).

### Julia Interface
`CuPDLPx.jl` provides a `JuMP`/`MathOptInterface` wrapper for cuPDLPx, enabling cuPDLPx to be used as a solver backend for `JuMP` models. Documentation and examples are available at: [CuPDLPx.jl](https://github.com/MIT-Lu-Lab/CuPDLPx.jl).

### C Interface
The public C API is defined in header file [`include/cupdlpx.h`](include/cupdlpx.h). A detailed description with usage examples can be found in the [C API Guide](docs/C_API.md).

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