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netsjs

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Full REST API implementing a RAG (Retrieval-Augmented Generation) system built with NestJS and LangChain.js. Ingest documents (PDF, MD, TXT, JSON, CSV), vectorize them with Ollama/HuggingFace embeddings, and query a context-aware LLM using ChromaDB/Qdrant as vector store and Redis for caching.

  • Updated Mar 20, 2026
  • TypeScript

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