qmd—Intelligent Knowledge Base Search Tool for Local OperationThis is a fully locally-operated intelligent search engine that can be used to retrieve personal doctobi·TypeScript·12 days ago1.1k
ragas—Automated Evaluation Framework for RAG ApplicationsThis is an open-source framework specifically designed for evaluating and optimizing RAG applicationvibrantlabsai·Python·2 months ago804
graphiti—Building Real-time Knowledge Graphs for AI AgentsThis is a framework designed specifically for AI agents to build and query real-time, time-aware knogetzep·Python·4 months ago2.3k
LEANN—Ultra-low Storage Occupancy Vector DatabaseThis is an open-source lightweight vector database that achieves extremely low storage occupancy by yichuan-w·Python·4 months ago1.3k
cognita—Open-source Low-code RAG PlatformThis is an RAG platform built based on LangChain and LlamaIndex, supporting one-click Docker deploymtruefoundry·Python·a year ago1.8k
agent-service-toolkit—Lightweight AI Agent Development FrameworkThis project helps developers quickly build and run AI agent services based on the LangGraph framewoJoshuaC215·Python·a year ago1.8k
chonkie—Lightweight Text Chunking Python Library1This is a lightweight text chunking library designed specifically for RAG applications. It is easy tchonkie-inc·Python·a year ago1.1k
kotaemon—Neat and Customizable RAG WebUI1This project can quickly build a simple, easily customizable RAG application with a Web interface, aCinnamon·Python·2 years ago4.8k
RAG_Techniques—Retrieval-Augmented Generation (RAG) Tutorial CollectionThis project offers more than 20 advanced tutorials on RAG techniques, including implementation guidNirDiamant·Jupyter·2 years ago3.8k
llama_index—Data Framework for Large Language Models1This project is a data framework designed specifically for Large Language Model (LLM) applications, run-llama·Python·2 years ago1.7k
graphrag—Microsoft's Open Source RAG FrameworkThis project is an open-source Retrieve-Augment-Generate (RAG) system based on knowledge graphs by Mmicrosoft·Python·2 years ago3.1k
anything-llm—One-Stop AI Desktop Application2This is an AI desktop application integrated with RAG and AI Agent functions, capable of converting Mintplex-Labs·JavaScript·2 years ago3.4k
vanna—Chat with Your SQL DatabaseThis project utilizes technologies such as Language Models (LLM), Retrieval-Augmented Generation (RAvanna-ai·Python·2 years ago2.7k
langchain—Framework for LLM-based ApplicationsThe LLM refers to large deep learning models that are pre-trained on big data. This project enables langchain-ai·Python·2 years ago2.7k