[Jalandhar] Gopal Mondal - Rag to Mcp submission#8

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I-mgopal wants to merge 3 commits intonasscomAI:masterfrom

I-mgopal:participant/gopal-jalandhar

Commits on Apr 14, 2026

UC-0A Fix multiple failure modes: implementation was missing → added classifier.py with full R.I.C.E enforcement for taxonomy, severity keywords, and justification
I-mgopal
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UC-RAG Fix Context Breach: Low similarity scores were causing false refusals → Optimized threshold and refined prompt grounding to enforce multiple role citations
I-mgopal
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UC-MCP Fix [Timeout and Enforcement]: Heavy model loading and loose thresholds → Added resource caching and tuned similarity threshold to 0.30
I-mgopal
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