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03 / Leaderboards

开源项目排行榜

按 Star、近期活跃度与创建时间整理榜单,并可按语言或主题标签筛选;排名只反映公开仓库的客观指标,是否适合你的场景仍需回到项目档案核对证据。

30 entries · updated from public GitHub metadata

总星标榜活跃综合榜本周活跃榜本月活跃榜新晋榜

本周活跃榜

rag共 30 个项目
1O
open-webui/open-webui

User-friendly AI Interface (Supports Ollama, OpenAI API, ...)

Python156.7k22.8k2026.10.25NOASSERTION
2L
langchain-ai/langchain

The agent engineering platform.

Python148.4k24.9k2026.10.25MIT
3S
Shubhamsaboo/awesome-llm-apps

100+ AI Agents, Agent Skills and RAG Apps - Free and Open Source.

Python143.0k21.0k2026.10.22Apache-2.0
4G
Graphify-Labs/graphify

Turn any codebase, with its docs, SQL schemas, configs, and PDFs, into a queryable knowledge graph. A /graphify skill for Claude Code, Cursor, Codex, and Gemini CLI: local deterministic AST parsing, every edge explained, no vector store.

Python134.8k12.9k2026.10.23Apache-2.0
5T
thedotmack/claude-mem

Persistent Context Across Sessions for Every Agent – Captures everything your agent does during sessions, compresses it with AI, and injects relevant context back into future sessions. Works with Claude Code, OpenClaw, Codex, Gemini, Hermes, Copilot, OpenCode + More

TypeScript103.0k9.1k2026.10.25Apache-2.0
6I
infiniflow/ragflow

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

Go92.8k11.1k2026.10.25Apache-2.0
7U
unclecode/crawl4ai

Open-source web crawler and scraper for LLMs and AI agents: any website into clean, LLM-ready Markdown. Run it yourself, or use Crawl4AI Cloud with one key. Join our Discord https://discord.gg/VuxzM8mtf

Python86.2k9.0k2026.10.22Apache-2.0
8H
headroomlabs-ai/headroom

Compress tool outputs, logs, files, and RAG chunks before they reach the LLM. 20% fewer tokens for coding agents, 60-95% fewer tokens for JSON, same answers. Library, proxy, MCP server.

Python77.8k6.0k2026.10.24Apache-2.0
9M
mem0ai/mem0

The Memory Layer for AI Agents - Drop-in memory infrastructure for AI agents and apps. Context that persists. Built for production.

Python67.8k8.0k2026.10.23Apache-2.0
10M
Mintplex-Labs/anything-llm

Stop renting your intelligence. Own it with AnythingLLM. Everything you need for a powerful local-first agent experience

JavaScript67.5k7.6k2026.10.24MIT
11R
run-llama/llama_index

LlamaIndex is the document processing platform for AI

Python52.7k8.4k2026.10.23MIT
12J
jeecgboot/JeecgBoot

【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:AI聊天、知识库、流程编排、MCP插件等,兼容主流大模型。引领AI低代码「Skills 生成 → 在线配置 → 代码生成 → 手工合并->AI修改」开发模式,解决 Java 项目 90% 重复工作,提高效率又不失灵活。

Java48.3k16.2k2026.10.24Apache-2.0
13M
milvus-io/milvus

Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search

Go46.5k4.3k2026.10.23Apache-2.0
14L
langchain-ai/langgraph

Build resilient agents.

Python43.9k7.5k2026.10.25MIT
15H
HKUDS/DeepTutor

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

Python42.6k5.4k2026.10.19Apache-2.0
16H
HKUDS/LightRAG

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

Python40.3k5.7k2026.10.22MIT
17V
VectifyAI/PageIndex

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

Python39.7k3.4k2026.10.24MIT
18T
The-Vibe-Company/quivr

An open-source engine that turns continuous content streams into search and monitoring. Durable ingestion, hybrid search, alerts, and plugins for formats, models and business rules.

Go39.6k3.7k2026.10.21MIT
19M
microsoft/graphrag

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

Python36.4k3.9k2026.10.20MIT
20T
Tencent/WeKnora

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

Go35.4k4.8k2026.10.24NOASSERTION
21O
opendataloader-project/opendataloader-pdf

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

Java30.0k2.9k2026.10.23Apache-2.0
22P
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.

TypeScript26.4k2.6k2026.10.25MIT
23A
arc53/DocsGPT

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.

Python18.3k2.2k2026.10.25MIT
24X
xerj-org/xerj

Local-first search engine and MCP server for AI agents. One Rust binary indexes code, docs, logs, JSONL/CSV and PDFs for BM25 full-text, vector and hybrid search, code search without grep, agent memory and RAG. Elasticsearch-compatible API; Corpus Hub serves hundreds of reference memory corpora.

Rust15.4k1.1k2026.10.25Apache-2.0
25O
Osmantic/ODS

ODS V3 Pre-Release: Public testing and refinement ahead of the official V3 launch. Turn your PC, Mac, or Linux box into a private AI server.

Python7.7k1.1k2026.10.25Apache-2.0
26L
langroid/langroid

Harness LLMs with Multi-Agent Programming

Python4.1k4282026.10.25MIT
27Y
yaojingang/GEOFlow

Open-source GEO content engineering and multi-site distribution platform with AI quality inspection, illustrated admin help, hosted sites, browser-assisted publishing, and signed updates.

PHP3.9k8742026.10.25AGPL-3.0
28P
pipeshub-ai/pipeshub-ai

The open-source context layer for AI agents. PipesHub turns your company's knowledge (Slack, Drive, Jira, GitHub, Microsoft 365 and 40+ connectors) into a permission-aware workspace that agents can search, grep, navigate and cite. MCP, SDKs and built-in agents. Self-hosted.

Python3.8k6142026.10.25Apache-2.0
29C
chrisryugj/kordoc

모두 파싱해버리겠다 — HWP·HWPX·PDF·Office 문서를 Markdown으로. 양식 자동 채우기와 신구대조를 갖춘 CLI·MCP 서버 | Convert Korean documents (HWP, HWPX, PDF, Office) to Markdown — CLI and MCP server with form filling and diff

TypeScript2.7k4932026.10.25MIT
30L
lioensky/VCPToolBox

VCP 部署在 AI 模型 API 与前端应用之间,是面向AGI OS开发和探索的工业级基建示范项目。通过统一指令协议、多层级持久化记忆、分布式插件引擎及多 Agent 协作框架,将原本“无状态、无记忆、无工具调用能力”的大语言模型,彻底改造成拥有永久自我意识、物理世界操作权及群体协作智能的完整智能体系统。

JavaScript2.4k3922026.10.25NOASSERTION

榜单依据公开 GitHub 元数据生成,Star 数会随时间变化;活跃榜仅表示近期有推送,不代表质量评价。

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