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dronefreak / local_rag_pipeline

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An advanced, fully local, and GPU-accelerated RAG pipeline. Features a sophisticated LLM-based preprocessing engine, state-of-the-art Parent Document Retriever with RAG Fusion, and a modular, Hydra-configurable architecture. Built with LangChain, Ollama, and ChromaDB for 100% private, high-performance document Q&A.

python natural-language-processing hydra natural-language-understanding rag large-language-models llm langchain-python chromadb local-llm document-qa ollama llms-reasoning private-ai document-query-search llms-txt local-llm-integration document-question-answering retrieval-augmented-generation-rag rag-pip
  • Updated Jul 25, 2025
  • Python

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