rag-evals

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Amruth011 / kannada-rag-agent

A production-grade RAG system and neural voice assistant for low-resource Kannada literature ('Heli Hogu Kaarana'). It features BM25 + ChromaDB hybrid search with page-level routing, Gemini/Groq model fallbacks, and Sarvam AI TTS for streaming audio. Validated using RAGAS with 0.92 Faithfulness and 0.88 Answer Relevancy.

bm25 voice-assistant streamlit vector-database vercel-serverless fastapi-serverless gemini-flash ragas-evaluation rag-architecture bilingual-ai groq-llama rag-evals cross-encoder-reranking kannada-rag sarvam-tts

Updated Aug 14, 2026
Python

sanlee-ys / faithfulness-judge

Star

Can an LLM judge be trusted to catch unsupported claims? Measured against 189 human-labeled claims on public defense text: kappa 0.72-0.75 across two model tiers, 90-98% fabrication recall, and neither axis separates the tiers at this sample size.

python llm-evaluation hallucination-detection llm-as-judge anthropic-api llm-evals eval-harness rag-evals

Updated Aug 14, 2026
Python

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