naaas94/rag-light-demo
A local-first RAG demo that emphasizes production-grade patterns: deterministic SHA256 IDs for idempotent ingestion, hybrid retrieval (Chroma + BM25) fused with RRF, HMAC-signed BM25 indices, input validation + resource limits, structured tracing, and practical runtime optimizations (RAGService reuse, embedding cache, context budgets).
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Python
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Last pushed
Feb 07, 2026
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