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Topic · rag

rag

Tracked open-source repos tagged rag, sorted by stars.

437 repos
  • Scrapegraph-ai@ScrapeGraphAI

    Python scraper based on AI

    30,435+0Star change over the last 7 days
  • FastGPT@labring

    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, letting you easily develop and deploy complex question-answering systems without the need for extensive setup or configuration.

    29,547+0Star change over the last 7 days
  • sim@simstudioai

    Sim is the collaborative workspace to build, deploy, and monitor AI agents and workflows. Used by 100,000+ builders.

    29,529+0Star change over the last 7 days
  • RAG_Techniques@NirDiamant

    This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. Each technique has a detailed notebook tutorial.

    29,344+0Star change over the last 7 days
  • opendataloader-pdf@opendataloader-project

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

    28,905+0Star change over the last 7 days
  • book-to-skill@virgiliojr94

    Turn any technical book PDF into a Claude Code skill — ready to study, reference, and use while you work.

    27,977+0Star change over the last 7 days
  • haystack@deepset-ai

    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, memory, and generation. Built for scalable agents, RAG, multimodal applications, semantic search, and conversational systems.

    26,400+0Star change over the last 7 days
  • kotaemon@Cinnamon

    An open-source RAG-based tool for chatting with your documents.

    25,725+0Star change over the last 7 days
  • 12-factor-agents@humanlayer

    What are the principles we can use to build LLM-powered software that is actually good enough to put in the hands of production customers?

    25,651+0Star change over the last 7 days
  • promptfoo@promptfoo

    Test your prompts, agents, and RAGs. Red teaming/pentesting/vulnerability scanning for AI. Compare performance of GPT, Claude, Gemini, DeepSeek, and more. Simple declarative configs with command line and CI/CD integration. Used by OpenAI and Anthropic.

    24,767+0Star change over the last 7 days
  • GenAI_Agents@NirDiamant

    50+ tutorials and implementations for Generative AI Agent techniques, from basic conversational bots to complex multi-agent systems.

    24,108+0Star change over the last 7 days
  • CV@AccumulateMore

    ✅(已完结)超级全面的 深度学习 笔记【土堆 Pytorch】【李沐 动手学深度学习】【吴恩达 深度学习】【大飞 大模型Agent】

    23,502+0Star change over the last 7 days
  • MaxKB@1Panel-dev

    🔥 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。

    22,699+0Star change over the last 7 days
  • coze-studio@coze-dev

    An AI agent development platform with all-in-one visual tools, simplifying agent creation, debugging, and deployment like never before. Coze your way to AI Agent creation.

    21,535+0Star change over the last 7 days
  • agents-towards-production@NirDiamant

    End-to-end, code-first tutorials for building production-grade GenAI agents. From prototype to enterprise deployment.

    21,389+0Star change over the last 7 days
  • WeKnora@Tencent

    Open-source LLM knowledge platform: turn raw documents into a queryable RAG, an autonomous reasoning agent, and a self-maintaining Wiki.

    21,205+0Star change over the last 7 days
  • DB-GPT@eosphoros-ai

    open-source agentic AI data assistant for the next generation of AI + Data products.

    19,848+0Star change over the last 7 days
  • ai-guide@liyupi

    程序员鱼皮的 AI 资源大全 + Vibe Coding 零基础教程,分享 OpenClaw 保姆级教程、大模型玩法(DeepSeek / GPT / Gemini / Claude / GLM)、最新 AI 资讯、Prompt 提示词大全、AI 知识百科(Agent Skills / RAG / MCP / A2A)、AI 编程教程(Harness Engineering)、AI 工具用法(Cursor / Claude Code / TRAE / Codex / Copilot)、AI 开发框架教程(Spring AI / LangChain)、AI 产品变现指南,帮你快速掌握 AI 技术,走在时代前沿。本项目为开源文档 aiguide,已升级为鱼皮 AI 导航网站

    19,462+0Star change over the last 7 days
  • eliza@elizaOS

    Open source agentic operating system

    19,232+0Star change over the last 7 days
  • DocsGPT@arc53

    Private AI platform for agents, assistants and enterprise search. Built-in Agent Builder, Deep research, Document analysis, Multi-model support, and API connectivity for agents.

    18,234+0Star change over the last 7 days
  • LangBot@langbot-app

    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 / Bots for Discord / Slack / LINE / Telegram / WeChat(企业微信, 企微智能机器人, 公众号) / 飞书 / 钉钉 / QQ / Matrix e.g. Integrated with ChatGPT(GPT), DeepSeek, Dify, n8n, Langflow, Coze, Claude, Gemini, GLM, Ollama, SiliconFlow, Moonshot, openclaw / hermes agent, deerflow

    17,635+0Star change over the last 7 days
  • WrenAI@Canner

    GenBI (Generative BI) for AI agents, an open-source, governed text-to-SQL through an open context layer that turns natural-language questions into trusted dashboards, charts, and SQL across 20+ data sources, such as BigQuery, Snowflake, PostgreSQL, ClickHouse, Amazon Redshift, Databricks and more.

    17,461+0Star change over the last 7 days
  • turbovec@RyanCodrai

    A vector index built on TurboQuant, written in Rust with Python bindings

    16,650+0Star change over the last 7 days
  • memvid@memvid

    Memory layer for AI Agents. Replace complex RAG pipelines with a serverless, single-file memory layer. Give your agents instant retrieval and long-term memory.

    16,461+0Star change over the last 7 days
  • Memori@MemoriLabs

    Memori is agent-native memory infrastructure. A LLM-agnostic layer that turns agent execution and conversation into structured, persistent state for production systems. Built for enterprise, Memori works with the data infrastructure you already run, no rip-and-replace, and deploys across managed cloud, single-tenant cloud, VPC, and on-premises.

    16,325+0Star change over the last 7 days
  • SurfSense@MODSetter

    Open-source NotebookLM alternative. Research the open web with live data(Reddit, YT, IG, TikTok, Indeed, Google Search, Maps etc) through one platform, API or MCP server. Join our Discord: https://discord.gg/ejRNvftDp9

    16,066+0Star change over the last 7 days
  • zvec@alibaba

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

    15,634+0Star change over the last 7 days
  • easy-dataset@ConardLi

    A powerful tool for creating datasets for LLM fine-tuning 、RAG and Eval

    14,874+0Star change over the last 7 days
  • llm-universe@datawhalechina

    本项目是一个面向小白开发者的大模型应用开发教程,在线阅读地址:https://datawhalechina.github.io/llm-universe/

    13,902+0Star change over the last 7 days
  • txtai@neuml

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

    12,919+0Star change over the last 7 days
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