Mumbai Parijat Verma - RAG-to-MCP Submission - #38
Open
parijat-verma wants to merge 3 commits into
Open
Conversation
… added injury/child/school/hospital/ambulance/fire/hazard/fell/collapse keyword scan that forces Urgent independent of category, plus tied-score ambiguity detection (Other + NEEDS_REVIEW) to stop false-confidence guessing Co-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>
…unking blended unrelated sections (max query similarity 0.39, always below the README's 0.6 refusal cutoff) → switched to section-boundary sentence-safe chunking (21 focused chunks vs 6 diluted ones) and recalibrated the threshold to 0.3 based on measured separation between in-scope reference queries (0.37-0.77) and the out-of-scope one (0.21) Co-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>
…] placeholder with no scope → named all three CMC policy documents explicitly plus the refusal condition in TOOL_DEFINITION, added tools/call input validation (-32602 for missing/blank question or unknown tool name), and always-HTTP-200 JSON-RPC error handling (-32700/-32601/-32603) Co-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>
|
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:
|
parijat-verma
changed the title
parijat-verma
changed the title
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment
1 participant
Add this suggestion to a batch that can be applied as a single commit.This suggestion is invalid because no changes were made to the code.Suggestions cannot be applied while the pull request is closed.Suggestions cannot be applied while viewing a subset of changes.Only one suggestion per line can be applied in a batch.Add this suggestion to a batch that can be applied as a single commit.Applying suggestions on deleted lines is not supported.You must change the existing code in this line in order to create a valid suggestion.Outdated suggestions cannot be applied.This suggestion has been applied or marked resolved.Suggestions cannot be applied from pending reviews.Suggestions cannot be applied on multi-line comments.Suggestions cannot be applied while the pull request is queued to merge.Suggestion cannot be applied right now. Please check back later.
### RAG-to-MCP — Submission PR
Name: Parijat Verma
City / Group: Mumbai
Date: 2026-07-20
AI tool(s) used: Claude Code (Sonnet 5)