GitHub topic: rag

Open-source web crawler and scraper for LLMs and AI agents: any website into clean, LLM-re

Persistent Context Across Sessions for Every Agent – Captures everything your agent does

High accuracy RAG for answering questions from scientific documents with citations

Local persistent memory store for LLM applications including claude desktop, github copilo

A Low-Code MCP Framework for Building Complex and Innovative RAG Pipelines

LangChain 是面向智能体工程的开源平台，主语言 Python，获 147144 星。它帮助开发者构建和工程化 AI 智能体，覆盖 agents、LLM、RAG、多智能体与生

RAGFlow is a leading open-source Retrieval-Augmented Generation (RAG) engine that fuses cu

The ultimate RAG for your monorepo. Query, understand, and edit multi-language codebases w

Open WebUI 是用户友好的 AI 网页界面，用 Python 编写，支持 Ollama、OpenAI API 等，并涉及 RAG、MCP，适合想自托管大模型对话界面的开发者

A trilingual (繁中 / English / 简中) learning roadmap for agentic AI: from LLM basics to multi

Curated list of the best truly open-source AI projects, models, tools, and infrastructure.

Compress tool outputs, logs, files, and RAG chunks before they reach the LLM. 20% fewer to

https://arxiv.org/abs/2606.28344. The end of web parsing. The beginning of scalable pixel-

World's first open-source enterprise world model.

Quantization, kernels, runtime and inference engine for mobiles, wearables, smart home and

Open Source Deep Research Alternative to Reason and Search on Private Data. Written in Pyt

【低代码v2.0，一句话即可生成整个系统】企业级AI低代码平台，一键生成前后端代码甚至整个系统。 AI Skills 一句话画流程、设计表单、生成报表、大屏。内置 AI应用平台涵盖

The AI search platform

Nexent is a zero-code platform for auto-generating production-grade AI agents using Harnes

🧑‍🚀 全世界最好的LLM资料总结（多模态生成、Agent、辅助编程、AI审稿、数据处理、模型训练、模型推理、o1 模型、MCP、小语言模型、视觉语言模型） | Summary o

ODS V3 Pre-Release: Public testing and refinement ahead of the official V3 launch. Turn yo

AI-powered virtual executive team — a single coherent executive persona backed by 8 specia

AutoRAG: Now your agent can find anything in your computer. It gets smarter if you are usi

🔥 基于大模型和 RAG 的智能问数系统，对话式数据分析神器。Text-to-SQL Generation via LLMs using RAG.

🚀 2026 最系统的 AI Agent 速成指南｜智能体实战教程 · 完整学习路径 + 实战项目 + 面试题库 · 对标大模型应用开发工程师岗位 · 覆盖LangChain

A bio-inspired cognitive memory engine — a new paradigm for Graph RAG.

Open-source framework for building agentic apps in JavaScript, Go, Dart, and Python, built

The Memory Layer for AI Agents - Drop-in memory infrastructure for AI agents and apps. Con

Stop renting your intelligence. Own it with AnythingLLM. Everything you need for a powerfu

🔥 MaxKB is an open-source platform for building enterprise-grade agents. 强大易用的开源企业级智能体平台。

Open source agentic operating system

[EMNLP2025] LightRAG: Simple and Fast Retrieval-Augmented Generation

A modular graph-based Retrieval-Augmented Generation (RAG) system

📑 PageIndex: Document Index for Vectorless, Reasoning-based RAG

⚡️next-generation personal AI assistant powered by LLM, RAG and agent loops, supporting co

Your agent in your terminal, equipped with local tools: writes code, uses the terminal, br

免费开源的 Python 项目 awesome-llm-apps，汇集 100 多个 AI Agents、Agent Skills 和 RAG 应用，适合想学习或搭建大模型应用的开

DeepTutor: Lifelong Personalized Tutoring. https://deeptutor.info/.

Python scraper based on AI

PDF Parser for AI-ready data. Automate PDF accessibility. Open-source.

Open-source AI orchestration framework for building context-engineered, production-ready L

Private AI platform for agents, assistants and enterprise search. Built-in Agent Builder,

Production-grade platform for building agentic IM bots - 生产级多平台智能机器人开发平台/ Agent、知识库编排、插件系统

A lightweight, lightning-fast, in-process vector database

One portable memory layer for every AI agent: local-first, Markdown-native, user-owned, an

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

[MLsys2026 Best Paper]: https://arxiv.org/abs/2506.08276. RAG on Everything with LEANN. En

Capture first. Organize later. A local-first Markdown app that turns scattered records int

Incremental engine for long horizon agents 🌟 Star if you like it!

Self-evolving memory OS for LLM & AI Agents: ultra-persistent memory, hybrid-retrieval, an