rag
Tracked open-source repos tagged rag, sorted by stars.
- #31
Python scraper based on AI
★ 30,435+0Star change over the last 7 days - #32
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 - #33
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 - #34
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 - #35
PDF Parser for AI-ready data. Automate PDF accessibility. Open-source.
★ 28,905+0Star change over the last 7 days - #36
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 - #37
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 - #38★ 25,725+0Star change over the last 7 days
- #39
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 - #40
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 - #41
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 - #42★ 23,502+0Star change over the last 7 days
- #43
🔥 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 - #44
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 - #45
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 - #46
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 - #47
open-source agentic AI data assistant for the next generation of AI + Data products.
★ 19,848+0Star change over the last 7 days - #48
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 - #49★ 19,232+0Star change over the last 7 days
- #50
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 - #51
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 - #52
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 - #53★ 16,650+0Star change over the last 7 days
- #54
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 - #55
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 - #56
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 - #57★ 15,634+0Star change over the last 7 days
- #58
A powerful tool for creating datasets for LLM fine-tuning 、RAG and Eval
★ 14,874+0Star change over the last 7 days - #59
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 - #60
💡 All-in-one AI framework for semantic search, LLM orchestration and language model workflows
★ 12,919+0Star change over the last 7 days