UC-0A Fix taxonomy drift & severity blindness: naive prompt invents c… - #27

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workstation-stack wants to merge 4 commits into

nasscomAI:masterfrom

workstation-stack:participants/datta

workstation-stack commented Jun 30, 2026

…ategory names and misses urgent keywords like hospitalised/collapsed -> restricted category to allowed list enum, added inflected urgent keyword variants (hospitalised, collapsed), keyword-based classifier with NEEDS_REVIEW for ambiguity


          UC-0A Fix taxonomy drift & severity blindness: naive prompt invents c…

a105628

…ategory names and misses urgent keywords like hospitalised/collapsed -> restricted category to allowed list enum, added inflected urgent keyword variants (hospitalised, collapsed), keyword-based classifier with NEEDS_REVIEW for ambiguity

github-actions Bot commented Jun 30, 2026

Hi there, participant! Thanks for joining our RAG-to-MCP Workshop!

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          UC-RAG: Build RAG server with ChromaDB + sentence-transformers

d6f9e91

- agents.md: role, intent, context, 5 enforcement rules
- skills.md: chunk_documents and retrieve_and_answer specs
- rag_server.py: chunking (max 400 tokens, sentence boundaries),
  ChromaDB indexing with L2 distance, retrieval with 0.30 threshold,
  LLM prompt with context grounding, refusal template for OOS

github-actions Bot commented Jun 30, 2026

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!

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github-actions Bot commented Jun 30, 2026

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!

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          UC-RAG Fix missing-dir and None-LLM crashes: os.listdir on nonexisten…

613a0d2

…t path raised FileNotFoundError, naive_query called None as function -> added os.path.isdir guards and None checks

workstation-stack force-pushed the participants/datta branch from 98157b1 to 613a0d2 Compare

June 30, 2026 12:48

github-actions Bot commented Jun 30, 2026

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!

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          UC-MCP Fix vague tool description: no scope stated in tool definition…

4887e2e

… -> added CMC policy scope + refusal note with JSON-RPC 2.0 enforcement

github-actions Bot commented Jun 30, 2026

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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