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Stars

RAG

84 repositories

KAG is a logical form-guided reasoning and retrieval framework based on OpenSPG engine and LLMs. It is used to build logical reasoning and factual Q&A solutions for professional domain knowledge ba…

Python 8,546 658 Updated Jan 28, 2026

RAGFlow is a leading open-source Retrieval-Augmented Generation (RAG) engine that fuses cutting-edge RAG with Agent capabilities to create a superior context layer for LLMs

Python 73,475 8,150 Updated Feb 14, 2026

A LLM RAG system runs on your laptop. 大模型检索增强生成系统,可以轻松部署在笔记本电脑上,实现本地知识库智能问答。企业级SaaS版本请访问:

Python 311 49 Updated Jan 28, 2026

Open-source AI orchestration framework for building context-engineered, production-ready LLM applications. Design modular pipelines and agent workflows with explicit control over retrieval, routing…

MDX 24,249 2,614 Updated Feb 20, 2026

⚡FlashRAG: A Python Toolkit for Efficient RAG Research (WWW2025 Resource)

Python 3,328 289 Updated Nov 26, 2025

Fractal Graph-of-Thought. Rhizomatic Mind-Mapping for Ai-Agents, Web-Links, Notes, and Code.

JavaScript 1,989 160 Updated Jun 20, 2025

SoTA production-ready AI retrieval system. Agentic Retrieval-Augmented Generation (RAG) with a RESTful API.

Python 7,688 627 Updated Nov 7, 2025

RAG (Retrieval Augmented Generation) Framework for building modular, open source applications for production by TrueFoundry

Python 4,316 363 Updated Nov 26, 2025

Ready-to-run cloud templates for RAG, AI pipelines, and enterprise search with live data. 🐳Docker-friendly.⚡Always in sync with Sharepoint, Google Drive, S3, Kafka, PostgreSQL, real-time data APIs,…

Jupyter Notebook 56,290 1,337 Updated Jan 7, 2026

An LLM-powered knowledge curation system that researches a topic and generates a full-length report with citations.

Python 27,914 2,534 Updated Sep 30, 2025

💡 All-in-one AI framework for semantic search, LLM orchestration and language model workflows

Python 12,185 781 Updated Feb 20, 2026

The latest graphrag interface is used, using the local ollama to provide the LLM interface.Support for using the pip installation

Python 157 23 Updated Oct 9, 2024

The easiest way to use Agentic RAG in any enterprise

TypeScript 4,403 479 Updated Jan 22, 2025

DSPy: The framework for programming—not prompting—language models

Python 32,310 2,633 Updated Feb 20, 2026

FastGPT is a knowledge-based platform built on the LLMs, offers a comprehensive suite of out-of-the-box capabilities such as data processing, RAG retrieval, and visual AI workflow orchestration, le…

TypeScript 27,139 6,927 Updated Feb 21, 2026

TrustRAG:The RAG Framework within Reliable input,Trusted output

Python 1,224 130 Updated Jan 7, 2026

Your AI second brain. Self-hostable. Get answers from the web or your docs. Build custom agents, schedule automations, do deep research. Turn any online or local LLM into your personal, autonomous …

Python 32,544 1,965 Updated Jan 6, 2026

aider is AI pair programming in your terminal

Python 40,789 3,901 Updated Feb 19, 2026

Automatic SRE Superpowers within your Kubernetes cluster

Go 434 131 Updated Feb 15, 2026

Open Source AI Platform - AI Chat with advanced features that works with every LLM

Python 17,506 2,368 Updated Feb 21, 2026

Cohere Toolkit is a collection of prebuilt components enabling users to quickly build and deploy RAG applications.

TypeScript 3,157 428 Updated Feb 11, 2026

GPT4All: Run Local LLMs on Any Device. Open-source and available for commercial use.

C++ 77,147 8,319 Updated May 27, 2025

High-performance retrieval engine for unstructured data

Python 1,559 126 Updated Nov 10, 2025

Convert any text to a graph of knowledge. This can be used for Graph Augmented Generation or Knowledge Graph based QnA

Jupyter Notebook 2,982 483 Updated Feb 12, 2026

Colivara is a suite of services that allows you to store, search, and retrieve documents based on their visual embedding. ColiVara has state of the art retrieval performance on both text and visual…

Python 1,452 119 Updated Apr 30, 2025

Python tool for converting files and office documents to Markdown.

Python 87,381 5,094 Updated Feb 20, 2026

A Langchain app that allows you to chat with multiple PDFs

Python 1,870 1,026 Updated Apr 20, 2024

基于LangChain和ChatGLM-6B等系列LLM的针对本地知识库的自动问答

Python 3,307 493 Updated Apr 15, 2024
Python 251 33 Updated Dec 1, 2023

On-premises conversational RAG with configurable containers

Python 1,037 103 Updated Jan 22, 2026