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Mudit Mathur - UC-RAG-implemented sentence-aware chunking and strict grounding enforcement.#15

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Mudit Mathur - UC-RAG-implemented sentence-aware chunking and strict grounding enforcement.#15
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@mudit1mathur mudit1mathur commented Apr 18, 2026

Fix chunk boundary & context breach: naive splitting cut clauses and allowed hallucinations → implemented sentence-aware chunking and strict grounding enforcement.

Verified all queries and all giving expected output

Implemented full MCP server with lazy-loading, .env support, and verified RAG integration.
Exposed the server (created in UC-RAG) as an MCP tool so that any agent can call it through a standard interface.. Implemented GEMINI API key as well to get response from LLM

…es and allowed hallucinations → implemented sentence-aware chunking and strict grounding enforcement
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Hi there, participant! Thanks for joining our RAG-to-MCP Workshop!

We're reviewing your PR for the 3 Use Cases (UC-0A, UC-RAG, UC-MCP). Once your submission is validated and merged, you'll be awarded your completion badge!

Next Steps:

  • Make sure all 3 UCs are finished.
  • Ensure your commit messages match the required format.
  • Fill out every section of the PR template.
  • Good luck!

…acked JSON-RPC logic and blocked on model loading → Implemented full MCP server with lazy-loading, .env support, and verified RAG integration
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Hi there, participant! Thanks for joining our RAG-to-MCP Workshop!

We're reviewing your PR for the 3 Use Cases (UC-0A, UC-RAG, UC-MCP). Once your submission is validated and merged, you'll be awarded your completion badge!

Next Steps:

  • Make sure all 3 UCs are finished.
  • Ensure your commit messages match the required format.
  • Fill out every section of the PR template.
  • Good luck!

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