multivector-search

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Snappy: A vision-first document retrieval using ColPali embeddings - Search PDFs with FastAPI, Next.js 16, Qdrant, and React 19.2

Conversational movie recommendation system powered by RAG architecture with semantic search and multi-vector embeddings.

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