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multilingual-rag

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Production-grade multilingual RAG for scientific research across 12 languages (English + 11 Indic). Uses BGE-M3, ChromaDB, hybrid BM25+dense retrieval, cross-encoder reranking, and Gemini 3.6 Flash. Includes fast RAG, LangGraph agents, 6 research tools, NLI verification, multimodal indexing, and grounded citations (<2% hallucinations).

  • Updated Jul 26, 2026
  • Python

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