graph rag poc changes

[dabbcomputers]

Description

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Related Issues

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Proposed Changes

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Checklist

• [ ] I have tested these changes locally.
• [ ] I have reviewed the code changes.
• [ ] I have updated the documentation (if necessary).
• [ ] I have added appropriate unit tests (if applicable).

Additional Notes

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[AlonsoGuevara]

Hi @dabbcomputers

Can you please provide a description about your changes?