Cognition AI 开源项目洞察地图

Your own personal AI assistant. Any OS. Any Platform. The lobster way.

An open-source AI agent that brings the power of Gemini directly into your terminal.

Kilo is the all-in-one agentic engineering platform. Build, ship, and iterate faster.

AI coding assistant that uses code graph context.

⚙️🦀 Build modular and scalable LLM Applications in Rust

Extracted system prompts from ChatGPT (GPT-5.4, GPT-5.3, Codex), Claude (Opus 4.6, Sonnet 4.6, Claude Code), Gemini (3.1 Pro, 3 Flash, CLI), Grok (4.2, 4), Perplexity, and more. Updated regularly.

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.

This repository delivers end-to-end, code-first tutorials covering every layer of production-grade GenAI agents, guiding you from spark to scale with proven patterns and reusable blueprints for real-world launches.

A fast and minimal framework for building agentic systems

🐚 Python-powered shell. Full-featured, cross-platform and AI-friendly.

The leading open-source AI code assistant.

Communicative Agents for Mind Exploration of Large Scale Language Model Society.

Smol library to build great agents.

Build high-quality LLM apps from prototyping to production.

Build and deploy AI Agents on Cloudflare.

A Claude Code plugin that shows what's happening - context usage, active tools, running agents, and todo progress

Code Less, Make More.

Knowledge base tool built on TiDB Vector Search.

🌟 The Multi-Agent Framework: First AI Software Company, Towards Natural Language Programming

LlamaIndex is the leading document agent and OCR platform

DATAGEN: AI-driven multi-agent research assistant automating hypothesis generation, data analysis, and report writing.

Langchain-Chatchat（原Langchain-ChatGLM）基于 Langchain 与 ChatGLM, Qwen 与 Llama 等语言模型的 RAG 与 Agent 应用 | Langchain-Chatchat (formerly langchain-ChatGLM), local knowledge based LLM (like ChatGLM, Qwen and Llama) RAG and Agent app with langchain

Agent harness built with LangChain and LangGraph. Equipped with a planning tool, a filesystem backend, and the ability to spawn subagents - well-equipped to handle complex agentic tasks.

AI PDF chatbot agent built with LangChain & LangGraph

LangChain4j is an open-source Java library that simplifies the integration of LLMs into Java applications through a unified API, providing access to popular LLMs and vector databases. It makes implementing RAG, tool calling (including support for MCP), and agents easy. LangChain4j integrates seamlessly with various enterprise Java frameworks.

[MLsys2026]: RAG on Everything with LEANN. Enjoy 97% storage savings while running a fast, accurate, and 100% private RAG application on your personal device.

An open-source AI agent that brings the power of Gemini directly into your terminal.

A Python library powered by Language Models (LLMs) for conversational data discovery and analysis.

CLI proxy that reduces LLM token consumption by 60-90% on common dev commands. Single Rust binary, zero dependencies

Agent skills for Obsidian. Teach your agent to use Markdown, Bases, JSON Canvas, and use the CLI.

The most powerful and modular diffusion model GUI and backend.

An autonomous agent designed for comprehensive online research.

The AI framework for building robust LLM applications.

The agent engineering platform

🔥 The Web Data API for AI - Power AI agents with clean web data

🌐 Make websites accessible for AI agents. Automate tasks online with ease.

TradingAgents: Multi-Agents LLM Financial Trading Framework

AIHawk aims to easy job hunt process by automating the job application process. Utilizing artificial intelligence, it enables users to apply for multiple jobs in a tailored way.

🤖 Assemble, configure, and deploy autonomous AI Agents in your browser.

This repository contains the Hugging Face Agents Course.

Build Conversational AI in minutes ⚡️

12 Lessons to Get Started Building AI Agents

Daytona is a Secure and Elastic Infrastructure for Running AI-Generated Code

The 500 AI Agents Projects is a curated collection of AI agent use cases across various industries. It showcases practical applications and provides links to open-source projects for implementation, illustrating how AI agents are transforming sectors such as healthcare, finance, education, retail, and more.

Dolt – Git for Data

A lightning-fast search engine API bringing AI-powered hybrid search to your sites and applications.

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.

Wrap Gemini CLI, Antigravity, ChatGPT Codex, Claude Code, Qwen Code, iFlow as an OpenAI/Gemini/Claude/Codex compatible API service, allowing you to enjoy the free Gemini 2.5 Pro, GPT 5, Claude, Qwen model through API

No description provided.

A programming framework for agentic AI.

GenAI app development framework.

Open-source framework to build, manage and run autonomous AI agents.

Python framework for AI agents and workflows with memory and tools.

🙌 OpenHands: AI-Driven Development

Ready-to-run cloud templates for RAG, AI pipelines, and enterprise search with live data. 🐳Docker-friendly.⚡Always in sync with Sharepoint, Google Drive, S3, Kafka, PostgreSQL, real-time data APIs, and more.

An open-source long-horizon SuperAgent harness that researches, codes, and creates. With the help of sandboxes, memories, tools, skill, subagents and message gateway, it handles different levels of tasks that could take minutes to hours.

Bash is all you need - A nano claude code–like 「agent harness」, built from 0 to 1

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

⚡ Build your chatbot within minutes on your favorite device; offer SOTA compression techniques for LLMs; run LLMs efficiently on Intel Platforms⚡

Build resilient language agents as graphs.

Sample code and notebooks for Generative AI on Google Cloud, with Gemini on Vertex AI

😎 Awesome list of tools and projects with the awesome LangChain framework

Framework for orchestrating role-playing, autonomous AI agents. By fostering collaborative intelligence, CrewAI empowers agents to work together seamlessly, tackling complex tasks.

Data infrastructure for AI

The agent that grows with you

Deeplake is AI Data Runtime for Agents. It provides serverless postgres with a multimodal datalake, enabling scalable retrieval and training.

Production-grade platform for building agentic IM bots - 生产级多平台智能机器人开发平台. 提供 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 / Satori e.g. Integrated with ChatGPT(GPT), DeepSeek, Dify, n8n, Langflow, Coze, Claude, Gemini, MiniMax, Ollama, SiliconFlow, Moonshot, GLM, clawdbot / openclaw

A command-line productivity tool powered by AI large language models like GPT-5, will help you accomplish your tasks faster and more efficiently.

State-of-the-art Machine Learning for the web. Run 🤗 Transformers directly in your browser, with no need for a server!

The most powerful and modular diffusion model GUI, api and backend with a graph/nodes interface.

Ultralytics YOLO 🚀

The conversational control layer for customer-facing AI agents - Parlant is a context-engineering framework optimized for controlling customer interactions.

Fully autonomous AI Agents system capable of performing complex penetration testing tasks

A powerful coding agent toolkit providing semantic retrieval and editing capabilities (MCP server & other integrations)

Anthropic educational courses on prompt engineering and Claude.

AI Vibe Coding Agent of TS backend server, enhanced by compiler skills.

Python scraper based on AI

[CCS'24] A dataset consists of 15,140 ChatGPT prompts from Reddit, Discord, websites, and open-source datasets (including 1,405 jailbreak prompts).

Build AI Agents, Visually

Vane is an AI-powered answering engine.

Build, deploy, and orchestrate AI agents. Sim is the central intelligence layer for your AI workforce.

A list of AI autonomous agents

Python tool for converting files and office documents to Markdown.

This repository provides tutorials and implementations for various Generative AI Agent techniques, from basic to advanced. It serves as a comprehensive guide for building intelligent, interactive AI systems.

The open-source hub to build & deploy GPT/LLM Agents ⚡️

The ultimate LLM/AI application development framework in Go.

aider is AI pair programming in your terminal

Opiniated RAG for integrating GenAI in your apps 🧠 Focus on your product rather than the RAG. Easy integration in existing products with customisation! Any LLM: GPT4, Groq, Llama. Any Vectorstore: PGVector, Faiss. Any Files. Anyway you want.

A lightweight alternative to OpenClaw that runs in containers for security. Connects to WhatsApp, Telegram, Slack, Discord, Gmail and other messaging apps,, has memory, scheduled jobs, and runs directly on Anthropic's Agents SDK

Get 10X more out of Claude Code, Codex or any coding agent

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

Weaviate is an open-source vector database that stores both objects and vectors, allowing for the combination of vector search with structured filtering with the fault tolerance and scalability of a cloud-native database​.

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.

Open-source framework for building AI-powered apps in JavaScript, Go, and Python, built and used in production by Google

The AI-native database built for LLM applications, providing incredibly fast hybrid search of dense vector, sparse vector, tensor (multi-vector), and full-text.

Free ChatGPT&DeepSeek API Key，免费ChatGPT&DeepSeek API。免费接入DeepSeek API和GPT4 API，支持 gpt | deepseek | claude | gemini | grok 等排名靠前的常用大模型。

A list of free LLM inference resources accessible via API.

Outcome driven agent development framework and runtime harness

An open-source, modern design ChatGPT/LLMs UI/Framework.

A cross-platform ChatGPT/Gemini UI.

Universal LLM Deployment Engine with ML Compilation.

Open-source infrastructure for AI code interpreting.

The simplest, fastest repository for training/finetuning medium-sized GPTs.

LLM training library for MosaicML platform users.

Open-source vector similarity search for Postgres.

Supercharge Your RAG Pipeline.

Enterprise-grade evals for AI applications.

Ambient intelligence library for Python (agents, structured LLM outputs).

🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.

A course of learning LLM inference serving on Apple Silicon for systems engineers: build a tiny vLLM + Qwen.

Awesome resources for in-context learning and prompt engineering: Mastery of the LLMs such as ChatGPT, GPT-3, and FlanT5, with up-to-date and cutting-edge updates.

A Claude Code plugin that automatically captures everything Claude does during your coding sessions, compresses it with AI (using Claude's agent-sdk), and injects relevant context back into future sessions.

Official Code for DragGAN (SIGGRAPH 2023)

500 AI Machine learning Deep learning Computer vision NLP Projects with code

The AI Toolkit for TypeScript. From the creators of Next.js, the AI SDK is a free open-source library for building AI-powered applications and agents

🔥 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。

🐙 Guides, papers, lessons, notebooks and resources for prompt engineering, context engineering, RAG, and AI Agents.

omo; the best agent harness - previously oh-my-opencode

LLM-powered framework for deep document understanding, semantic retrieval, and context-aware answers using RAG paradigm.

Ship your code, on autopilot. An open source agent that lives on your machines 24/7 and keeps your apps running. 🦀

🤖 AI-powered code generation tool for scratch development of web applications with a team collaboration of autonomous AI agents.

🌌 A complete search engine and RAG pipeline in your browser, server or edge network with support for full-text, vector, and hybrid search in less than 2kb.

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

MariaDB server is a community developed fork of MySQL server. Started by core members of the original MySQL team, MariaDB actively works with outside developers to deliver the most featureful, stable, and sanely licensed open SQL server in the industry.

CrateDB is a distributed and scalable SQL database for storing and analyzing massive amounts of data in near real-time, even with complex queries. It is PostgreSQL-compatible, and based on Lucene.

HelixDB is an open-source graph-vector database built from scratch in Rust.

Swap GPT for any LLM by changing a single line of code. Xinference lets you run open-source, speech, and multimodal models on cloud, on-prem, or your laptop — all through one unified, production-ready inference API.

Structured data extraction and instruction calling with ML, LLM and Vision LLM

🧑‍🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

Stable Diffusion web UI

Clone a voice in 5 seconds to generate arbitrary speech in real-time

The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNetV4, MobileNet-V3 & V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more

Visualizer for neural network, deep learning and machine learning models

The fastai deep learning library

List of Computer Science courses with video lectures.