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    12 repositories

    • anything-llm

      Public
      The all-in-one Desktop & Docker AI application with built-in RAG, AI agents, and more.
      JavaScript
      •
      MIT License
      •4.1k•0•0•0•Updated Jan 10, 2025Jan 10, 2025

    • docling

      Public
      Get your documents ready for gen AI
      Python
      •
      MIT License
      •1.6k•1•0•0•Updated Jan 8, 2025Jan 8, 2025

    • ragflow

      Public
      RAGFlow is an open-source RAG (Retrieval-Augmented Generation) engine based on deep document understanding.
      Python
      •
      Apache License 2.0
      •4.6k•0•0•0•Updated Jan 4, 2025Jan 4, 2025

    • graphrag

      Public
      A modular graph-based Retrieval-Augmented Generation (RAG) system
      Python
      •
      MIT License
      •2.5k•0•0•0•Updated Jan 4, 2025Jan 4, 2025

    • nano-graphrag

      Public
      A simple, easy-to-hack GraphRAG implementation
      Python
      •
      MIT License
      •280•1•0•0•Updated Jan 4, 2025Jan 4, 2025

    • LightRAG

      Public
      "LightRAG: Simple and Fast Retrieval-Augmented Generation"
      Python
      •
      MIT License
      •2.1k•1•0•0•Updated Jan 4, 2025Jan 4, 2025

    • fastRAG

      Public
      Efficient Retrieval Augmentation and Generation Framework
      Python
      •
      Apache License 2.0
      •139•1•0•0•Updated Dec 29, 2024Dec 29, 2024

    • RAG-FiT

      Public
      Framework for enhancing LLMs for RAG tasks using fine-tuning.
      Python
      •
      Apache License 2.0
      •56•1•0•0•Updated Dec 24, 2024Dec 24, 2024

    • quivr

      Public
      Opiniated RAG for integrating GenAI in your apps 🧠 Focus on your product rather than the RAG. Easy integration in existing products with customisation! Any LLM: GPT4, Groq, Llama. Any Vectorstore: PGVector, Faiss. Any Files. Anyway you want.
      Python
      •
      Other
      •3.6k•0•0•0•Updated Oct 29, 2024Oct 29, 2024

    • MemoRAG

      Public
      Empowering RAG with a memory-based data interface for all-purpose applications!
      Python
      •
      Apache License 2.0
      •118•0•0•0•Updated Oct 22, 2024Oct 22, 2024

    • HippoRAG

      Public
      [NeurIPS'24] HippoRAG is a novel RAG framework inspired by human long-term memory that enables LLMs to continuously integrate knowledge across external documents. RAG + Knowledge Graphs + Personalized PageRank.
      Python
      •
      MIT License
      •179•1•0•0•Updated Jul 29, 2024Jul 29, 2024

    • rag-demystified

      Public
      An LLM-powered advanced RAG pipeline built from scratch
      Python
      •
      Apache License 2.0
      •52•0•0•0•Updated Jan 26, 2024Jan 26, 2024