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citation-enforcement

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SENTINEL — AI validation for medical record summarization. 4-layer Citation Enforcement engine (Extract → Trace → Contradiction → Critical Completeness) that detects hallucinations, contradictions, and critical omissions in AI-generated medical summaries. Built for UiPath AgentHack 2026, Track 3. Stack: Claude Sonnet 4.6 + UiPath Agent Builder +

  • Updated Jun 25, 2026
  • JavaScript

JurisRAG is a citation-enforced legal RAG system delivering grounded answers from Indian legal documents using hybrid BM25 + vector retrieval, Azure AI Search, and Azure OpenAI. Evaluated for correctness, groundedness, completeness, citation quality, and hallucination. Also Uses LLM-as-a-Judge setup for generation evaluation.

  • Updated Oct 10, 2026
  • Python

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