大模型应用

开源大模型应用与框架

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。

怎么选

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。

Star 最多的项目

第 577–600 个，共 864 个

floneum

kalosm

★ 2,230

Instant, controllable, local pre-trained AI models in Rust

Rust

kubeflow

trainer

★ 2,220

Distributed AI Model Training and LLM Fine-Tuning on Kubernetes

NVIDIA-NeMo

DataDesigner

★ 2,219

🎨 NeMo Data Designer: Generate high-quality synthetic data from scratch or from seed data.

Python

datawhalechina

hello-claw

★ 2,209

哈喽！龙虾 🙋‍♀️ Adopt from scratch and build your first claw 🦞 来领养你的第一只龙虾！

JavaScript

redhat-et

The ripgrep of AI context: a zero-dependency C++23 CLI + MCP server for coding agents. Find what you want without reading the repo, then check you built what you meant — blast radius, tests-to-run, quality deltas. Signatures at 74.7% fewer bytes than bodies; every guess labelled, every loss published. Paddle out with a map.

C++

NX-AI

xlstm

★ 2,202

Official repository of the xLSTM.

Python

Open-Curiosity

gini-agent

★ 2,202

The agent that remembers and learns.

TypeScript

mozilla-ai

any-llm

★ 2,196

Communicate with an LLM provider using a single interface

Python

proma-ai

Proma

★ 2,189

Proma brings a seamless general-purpose Agent experience to your workflow. Built for 100× professionals and the proactive Agent era

TypeScript

withcatai

node-llama-cpp

★ 2,182

Run AI models locally on your machine with node.js bindings for llama.cpp. Enforce a JSON schema on the model output on the generation level

TypeScript

samchon

nestia

★ 2,177

NestJS Helper + AI Chatbot Development

TypeScript

beelzebub-labs

beelzebub

★ 2,176

A secure low code deception runtime framework, leveraging AI for System Virtualization.

ggml-org

llama.vim

★ 2,174

Vim plugin for LLM-assisted code/text completion

Vim Script

HUANGCHIHHUNGLeo

claude-real-video

★ 2,148

Let Claude (or any LLM) actually watch a video — scene-aware, deduplicated frames + transcript, from a URL or local file. Runs locally, MIT.

Python

mcp-router

★ 2,144

A Unified MCP Server Management App (MCP Manager).

TypeScript

cogwheel0

conduit

★ 2,142

Native iOS and Android client for Open WebUI, direct OpenAI-compatible, Ollama, and Hermes agents.

Dart

lightseekorg

tokenspeed

★ 2,131

该项目围绕「lightseekorg/tokenspeed」构建，面向真实业务场景提供可复用的开源实践方案，支持稳定落地与可扩展的项目实践。

Python

777genius

agent-teams-ai

★ 2,117

你是老板，经纪人是你的团队。他们自己处理任务，互相发送消息，并检查彼此的工作。您只需观看看板并发出高级命令即可。 Codex/Claude/OpenCode/Cursor/Grok/GitHub Copilot/Kiro/Z.AI/MiniMax/Kimi（200+ 模型，75+ LLM 提供商，免费模型无需授权）。建立拥有多个团队的人工智能公司。

TypeScript

theagentrouter

agent-router

★ 2,105

Manages Unified Access to Generative AI Services built on Envoy Gateway

neuron-core

neuron-ai

★ 2,096

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.

PHP

4thfever

cultivation-world-simulator

★ 2,080

基于 AI Agent 工作流的修仙世界模拟器，旨在还原智能、开放的仙侠世界。| An open-source Cultivation World Simulator using Agentic Workflow to create a dynamic, emerging Xianxia world.

Python