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拼好RAG:手搓并融合了GraphRAG、LightRAG、Neo4j-llm-graph-builder进行知识图谱构建以及搜索;整合DeepSearch技术实现私域RAG的推理;自制针对GraphRAG的评估框架| Integrate GraphRAG, LightRAG, and Neo4j-llm-graph-builder for knowledge graph construct…

Python 439 63 Updated May 26, 2025

Knowledge Agents and Management in the Cloud

Python 4,016 430 Updated Jun 16, 2025
Python 12 Updated May 27, 2025

Empowering RAG with a memory-based data interface for all-purpose applications!

Python 1,825 126 Updated Apr 23, 2025
TypeScript 298 48 Updated Jun 2, 2025
Python 777 91 Updated May 27, 2025

Collection of awesome LLM apps with AI Agents and RAG using OpenAI, Anthropic, Gemini and opensource models.

Python 43,849 4,940 Updated Jun 15, 2025

Memory for AI Agents in 5 lines of code

Python 5,665 422 Updated Jun 17, 2025

Convert any URL to an LLM-friendly input with a simple prefix https://r.jina.ai/

TypeScript 8,867 692 Updated May 8, 2025

Agent framework and applications built upon Qwen>=3.0, featuring Function Calling, MCP, Code Interpreter, RAG, Chrome extension, etc.

Python 9,582 820 Updated May 29, 2025

🌐 WebWalker [ACL2025] & WebDancer [Preprint]

Python 1,057 72 Updated Jun 6, 2025

A-MEM: Agentic Memory for LLM Agents

Python 414 49 Updated May 18, 2025

A Model Context Protocol server for searching and analyzing arXiv papers

Python 1,253 77 Updated Jun 6, 2025

Get started with building Fullstack Agents using Gemini 2.5 and LangGraph

Jupyter Notebook 13,692 2,132 Updated Jun 16, 2025

Build resilient language agents as graphs.

Python 14,339 2,433 Updated Jun 18, 2025

FULL v0, Cursor, Manus, Same.dev, Lovable, Devin, Replit Agent, Windsurf Agent, VSCode Agent, Dia Browser & Trae AI (And other Open Sourced) System Prompts, Tools & AI Models.

58,279 17,653 Updated Jun 15, 2025

Python SDK, Proxy Server (LLM Gateway) to call 100+ LLM APIs in OpenAI format - [Bedrock, Azure, OpenAI, VertexAI, Cohere, Anthropic, Sagemaker, HuggingFace, Replicate, Groq]

Python 24,196 3,224 Updated Jun 18, 2025

LlamaIndex is the leading framework for building LLM-powered agents over your data.

Python 42,420 6,081 Updated Jun 18, 2025

Set of tools to assess and improve LLM security.

Python 3,489 574 Updated Jun 17, 2025

Full-stack framework for building Multi-Agent Systems with memory, knowledge and reasoning.

Python 28,408 3,620 Updated Jun 17, 2025

Python APIs for web automation, testing, and bypassing bot-detection.

Python 11,143 1,368 Updated Jun 17, 2025

AI's query engine - Platform for building AI that can answer questions over large scale federated data. - The only MCP Server you'll ever need

Python 32,246 5,307 Updated Jun 18, 2025

🚀🤖 Crawl4AI: Open-source LLM Friendly Web Crawler & Scraper. Don't be shy, join here: https://discord.gg/jP8KfhDhyN

Python 45,783 4,358 Updated Jun 16, 2025

🌐 WebThinker: Empowering Large Reasoning Models with Deep Research Capability

Python 1,015 107 Updated May 30, 2025

The official Python SDK for Model Context Protocol servers and clients

Python 14,644 1,804 Updated Jun 17, 2025

A collection of MCP servers.

55,566 4,219 Updated Jun 14, 2025

Model Context Protocol Servers

JavaScript 54,359 6,211 Updated Jun 17, 2025

Expose your FastAPI endpoints as Model Context Protocol (MCP) tools, with Auth!

Python 5,462 459 Updated Jun 9, 2025
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