Distributed vector search for AI-native applications
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 1041 个。
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全部 1041🧠 大语言模型 26🤖 AI 智能体 163🧩 应用开发平台 23📚 RAG 与知识库 46💬 聊天界面与客户端 42🖥️ 本地推理与部署 88👨💻 AI 编程 97🛠️ 开发框架与 SDK 47🔌 MCP 与工具生态 36🎨 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 23🗄️ 向量数据库 24🏋️ 训练微调与 MLOps 74🧪 评测·观测·安全 77🚪 API 网关与代理 12🔎 搜索与深度研究 15⚙️ 深度学习基础库 58🏷️ 数据与标注 28🔬 行业与科研 AI 36⚡ 效率工具 13
🔮 Instill Core is a full-stack AI infrastructure tool for data, model and pipeline orchestration, designed to streamline every aspect of building versatile AI-first applications
A Python package to assess and improve fairness of machine learning models.
A unified orchestration layer for heterogeneous AI compute. It standardizes how to manage compute and run training and inference on GPU clouds, Kubernetes, VMs, or bare-metal clusters.
Ongoing research training transformer language models at scale, including: BERT & GPT-2
You're the boss, agents are your team. They handle tasks on their own, message each other, and review each other's work. You just watch the kanban board and give high-level commands. Codex/Claude/OpenCode/Cursor/Grok/Git
🏕️ Reproducible development environment for humans and agents
VeOmni: Scaling Any Modality Model Training with Model-Centric Distributed Recipe Zoo
基于 Envoy 的 AI 网关，管理云原生环境中的 LLM 流量。
Mozilla 的统一多家 LLM 服务商的接口库。
Helios: Real Real-Time Long Video Generation Model
Vim plugin for LLM-assisted code/text completion
在 CPU 上也能快速生成图像的 Stable Diffusion 实现。
SIA is a Self Improving AI framework to autonomously improve the performance of any AI system (Model / Agent) on a benchmark task.
Open-source, end-to-end platform for evaluating, observing, and improving LLM and AI agent applications. Tracing · Evals · Simulations · Datasets · Gateway · Guardrails. Self-hostable. Apache 2.0.
The Agentic Framework of the PHP ecosystem to build production-ready AI driven applications. Connect components (LLMs, Tools, vector DBs, memory) to agents that interact with your data and UI.
MII makes low-latency and high-throughput inference possible, powered by DeepSpeed.
Numerical differential equation solvers in JAX. Autodifferentiable and GPU-capable. https://docs.kidger.site/diffrax/
The open-source RAG platform: built-in citations, deep research, 22+ file formats, partitions, MCP server, and more.
Scalable toolkit for efficient model reinforcement
用深度学习构建分子动力学势函数。
ADR secures enterprise AI agents through observability, security benchmarking, and threat detection. Deployed at Uber.
Agentic LLM Vulnerability Scanner / AI red teaming kit 🧪
ggml speech-to-text inference for 16+ model families