Audio enabled end-to-end RAG pipeline
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Updated
Feb 8, 2026 - Python
Audio enabled end-to-end RAG pipeline
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).
Code for "Linguistic Nepotism: Trading-off Quality for Language Preference in Multilingual RAG" [ICML 2026 Spotlight]
A multilingual Basic and Advanced RAG showcase using vector databases, Gradio apps, and notebook-based workflows.
Multilingual RAG-powered city guide for Tirana — ask anything in any language, get answers grounded in a curated knowledge base
Aya Expedition 24 - Multilingual Climate Change Chatbot
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