这是范围最广的一组：聊天界面、SDK 和框架、提示词与评测工具，以及各种基于大语言模型的应用。很多项目可以接入多家服务商的模型，有些还能在你自己的硬件上运行模型。
打算用在产品里的话，先确认三件事：许可证——有些热门项目限制商用；是否支持你正在用的模型服务商；以及它是否还在维护。每个项目页上的「秒懂」卡片会根据 GitHub 数据回答许可证和维护这两个问题。
AttackGen is a cybersecurity incident response testing tool that leverages the power of large language models and the comprehensive MITRE ATT&CK framework. The tool generates tailored incident response scenarios based on user-selected threat actor groups and your organisation's details.
Helping Ethical Hackers use LLMs in 50 Lines of Code or less..
Reverse engineered Windows Copilot into an OpenAI-compatible API. Access GPT-4 and GPT-5 models through a simple REST interface without API keys or billing.
Empryo issue tracker + SoulForge (v2). Empryo is the graph-powered AI coding agent that edits symbols, not strings: AST surgery, full LSP, a live code genome. Get it at https://empryo.com
OpenResearcher: A Fully Open Pipeline for Long-Horizon Deep Research Trajectory Synthesis
您的软件工厂 - 使用 24/7 工作的多节点代理更快更好地构建。
GraphGen: Enhancing Supervised Fine-Tuning for LLMs with Knowledge-Driven Synthetic Data Generation
YAML-native agent workflow execution engine, written in Rust
通过一个二进制文件在本机 Rust、GUI、CLI、headless 和 webapp 中利用开源 AI 代理。多提供商、MCP、技能、插件、代理团队。
Hexabot v3 is an AI workflow automation platform, combining workflows, actions, agents, and conversational channels in one runtime.
LightAgent: Lightweight Python framework for OpenAI-compatible agents with tools, memory, guardrails, tracing, lifecycle hooks, multi-agent collaboration, and workflows.
A Lighting Pytorch Framework for Recommendation Models, Easy-to-use and Easy-to-extend.
An autonomous agent that takes work, does work, gets paid, and gets better at it.
Multi-Agent System Framework For Complex Tasks
600 行 TypeScript 写成的超级迷你版 pi，让你轻松从 0 写出属于你的 pi-agent
LLM KV cache compression made easy
Stop your AI from making things up — it proposes, deterministic tools decide, every claim checked against ground truth with evidence. Grounded facts and context survive resets. Reverse engineering is the proving ground. MCP server + CLI.
Fully Open Framework for Democratized Multimodal Training
Elixir implementation of a LangChain style framework that lets Elixir projects integrate with and leverage LLMs.
WebAssembly binding for llama.cpp - Enabling on-browser LLM inference
🥤 RAGLite is a Python toolkit for Retrieval-Augmented Generation (RAG) with DuckDB or PostgreSQL
[JMLR 2026] "UQLM: A Python Package for Uncertainty Quantification in Large Language Models"
Production-ready AI chat. Start here and make it your own. Formerly Sparka AI
Neural Network Compression Framework for enhanced OpenVINO™ inference