Infrastructure for continually self‑improving agents
AI 开源项目
精选 GitHub 上值得关注的 AI 开源项目：大模型、智能体、RAG、本地部署、图像与语音……共收录 1037 个。
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全部 1037🧠 大语言模型 25🤖 AI 智能体 160🧩 应用开发平台 23📚 RAG 与知识库 47💬 聊天界面与客户端 42🖥️ 本地推理与部署 85👨💻 AI 编程 95🛠️ 开发框架与 SDK 46🔌 MCP 与工具生态 35🎨 图像生成 25🎬 视频生成 18🎙️ 语音与音频 43👁️ 计算机视觉 27📄 文档解析与抓取 25🗄️ 向量数据库 25🏋️ 训练微调与 MLOps 74🧪 评测·观测·安全 81🚪 API 网关与代理 12🔎 搜索与深度研究 15⚙️ 深度学习基础库 57🏷️ 数据与标注 29🔬 行业与科研 AI 34⚡ 效率工具 14
Open Source LLM Gateway 🦚
上海 AI 实验室的大模型评测平台。
为 LLM 添加护栏，校验输入输出并生成结构化数据。
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.
基于 OpenTelemetry 的 LLM 应用观测。
An implementation of model parallel autoregressive transformers on GPUs, based on the Megatron and DeepSpeed libraries
Tools for merging pretrained large language models.
Build your own network of agents from Claude Code, Codex and Pi: persistent teams with roles, shared context and owned work.
可私有部署的多租户知识智能体平台：统一 RAG、知识图谱、多智能体、MCP/Skills、沙盒与权限管理。Yuxi = Cloud Agents + Knowledge RAG, Self-hosted knowledge agent platform for RAG, knowledge graphs and multi-agent workflows.
SD.Next: All-in-one WebUI for AI generative image and video creation, captioning and processing
Flax is a neural network library for JAX that is designed for flexibility.
The Open Source Feature Store for AI/ML
GLM-5: From Vibe Coding to Agentic Engineering
为 LLM 对话系统添加可编程护栏。
Web UI for the pi coding agent
在 Mac 上用 MLX 运行与微调大模型的工具包。
上海 AI 实验室的书生·浦语系列大模型，附完整工具链。
A repository of models, textual inversions, and more
The Enterprise-Grade Multi-Agent Orchestration Framework. Website: https://swarms.ai
Stable Diffusion 的 LoRA 等训练脚本，社区训练工具的基础。
Flower: A Friendly Federated AI Framework
A framework for efficient model inference with omni-modality models
Open Lakehouse Format for Multimodal AI. Convert from Parquet in 2 lines of code for 100x faster random access, vector index, and data versioning. Compatible with Pandas, DuckDB, Polars, Pyarrow, and PyTorch with more in