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 289–312 个，共 864 个

UfoMiao

zcf

★ 6,084

Zero-Config Code Flow for Claude code & Codex

TypeScript

netease-youdao

Open-source, desktop-grade AI agent that gets real work done — data analysis, slides, docs, video & web research. Built on OpenClaw; runs tools on your real desktop and takes commands from your phone via WeChat, Feishu, DingTalk & Telegram.

TypeScript

om-ai-lab

VLM-R1

★ 6,024

Solve Visual Understanding with Reinforced VLMs

Python

cactus-compute

cactus

★ 6,017

Quantization, kernels, runtime and inference engine for mobiles, wearables, smart home and robots.

C++

denizsafak

abogen

★ 6,006

Generate audiobooks from EPUBs, PDFs and text with synchronized captions.

Python

gluonfield

enchanted

★ 5,999

Enchanted is iOS and macOS app for chatting with private self hosted language models such as Llama2, Mistral or Vicuna using Ollama.

Swift

FlorianBruniaux

claude-code-ultimate-guide

★ 5,976

The most comprehensive Claude Code guide: agentic workflows, hooks, skills, MCP servers, quizzes, and production-ready templates. 430K+ lines.

Python

Mai-with-u

MaiBot

★ 5,960

MaiSaka, an LLM-based intelligent agent, is a digital lifeform devoted to understanding you and interacting in the style of a real human. She does not pursue perfection, nor does she seek efficiency; instead, she values warmth, authenticity, and genuine connection.

Python

fengshao1227

ccg-workflow

★ 5,889

多模型协作工作流引擎 — /ccg:go 一个命令，AI 自动分析意图、选择策略、编排 Codex + Gemini + Claude 协作执行

pbek

QOwnNotes

★ 5,876

QOwnNotes is a plain-text file notepad and todo-list manager with Markdown support and Nextcloud / ownCloud integration.

C++

amazon-science

chronos-forecasting

★ 5,863

Chronos: Pretrained Models for Time Series Forecasting

Python

ModelEngine-Group

nexent

★ 5,863

Nexent 是一个零代码平台，用于使用 Harness Engineering 原理、统一工具、技能、内存和编排以及内置约束、反馈循环和控制平面来自动生成生产级 AI 代理。

Python

vllm-project

semantic-router

★ 5,826

A programmable Mixture-of-Models router for heterogeneous LLM inference

AgentOps-AI

agentops

★ 5,819

Python SDK for AI agent monitoring, LLM cost tracking, benchmarking, and more. Integrates with most LLMs and agent frameworks including CrewAI, Agno, OpenAI Agents SDK, Langchain, Autogen, AG2, and CamelAI

Python

Giskard-AI

giskard-oss

★ 5,815

🐢 Open-Source Evaluation & Testing library for LLM Agents

Python

shibing624

MedicalGPT

★ 5,809

MedicalGPT: Training Your Own Medical GPT Model with ChatGPT Training Pipeline. 训练医疗大模型，实现了包括增量预训练(PT)、有监督微调(SFT)、RLHF、DPO、ORPO、GRPO。

Python

Klavis-AI

klavis

★ 5,803

该项目围绕「Klavis AI: MCP integration platforms that let AI agents use tools reliably at any scale.」构建，适用于实际场景的开源实践，提供可复用的工具链与集成方式。

Python

PySpur-Dev

pyspur

★ 5,786

A visual playground for agentic workflows: Iterate over your agents 10x faster

TypeScript

areal-project

AReaL

★ 5,762

The RL Bridge for LLM-based Agent Applications. Made Simple & Flexible.

Python

generalaction

emdash

★ 5,748

Emdash is the Open-Source Agentic Development Environment (🧡 YC W26). Run multiple coding agents in parallel. Use any provider.

TypeScript

lemonade-sdk

lemonade

★ 5,721

Lemonade helps users discover and run local AI apps by serving optimized LLMs right from their own GPUs and NPUs. Join our discord: https://discord.gg/5xXzkMu8Zk

C++