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 313–336 个，共 864 个

the-open-agent

openagent

★ 5,621

⚡️next-generation personal AI assistant powered by LLM, RAG and agent loops, supporting computer-use, browser-use and coding agent, demo: https://demo.openagentai.org

zenml-io

zenml

★ 5,582

ZenML 🙏: One AI Platform from Pipelines to Agents. https://zenml.io.

Python

jihe520

MathModelAgent

★ 5,574

🤖📐专为数学建模设计的 Agent & skills ,自动完成数学建模，生成一份完整的可以直接提交的论文。 An Agent Designed for Mathematical Modeling ,Automatically complete mathmodel and generate a complete paper ready for submission.

Python

epoko77-ai

im-not-ai

★ 5,569

AI가 쓴 한글을 사람 글처럼 윤문하는 Claude 스킬 — Korean AI-text humanizer: detects and rewrites translationese, mechanical parallelism, and 71 other AI tells

Python

iflytek

astron-rpa

★ 5,556

Agent-ready RPA suite with out-of-the-box automation tools. Built for individuals and enterprises.

Java

PurpleAILAB

Decepticon

★ 5,517

Autonomous Hacking Agent for Red Team

Python

Blaizzy

mlx-vlm

★ 5,500

MLX-VLM is a package for inference and fine-tuning of Vision Language Models (VLMs) on your Mac using MLX.

Python

BIT-DataLab

Edit-Banana

★ 5,481

Edit Banana: A framework for converting statistical formats into editable.

Python

PacktPublishing

LLM-Engineers-Handbook

★ 5,334

The LLM's practical guide: From the fundamentals to deploying advanced LLM and RAG apps to AWS using LLMOps best practices

Python

maziyarpanahi

openmed

★ 5,325

本地优先的医疗保健 AI：临床 NER 和 HIPAA PII 去识别，100% 在设备上运行。 2,200 多个医疗模型、21 种语言、Apple MLX + Python，无需云，患者数据不会离开您的网络。阿帕奇-2.0。

Python

FunnyWolf

Viper

★ 5,304

Adversary simulation and Red teaming platform with AI

rasbt

reasoning-from-scratch

★ 5,234

Implement a reasoning LLM in PyTorch from scratch, step by step

Jupyter Notebook

looplj

axonhub

★ 5,228

⚡️ Open-source AI Gateway — Use any SDK to call 100+ LLMs. Built-in failover, load balancing, cost control & end-to-end tracing.

katanaml

sparrow

★ 5,220

Structured data extraction, instruction calling and agentic workflows with ML, LLM and Vision LLM

Python

InternLM

xtuner

★ 5,195

A Next-Generation Training Engine Built for Ultra-Large MoE Models

Python

h2oai

h2o-llmstudio

★ 5,182

H2O LLM Studio - a framework and no-code GUI for fine-tuning LLMs. Documentation: https://docs.h2o.ai/h2o-llmstudio/

Python

salesforce

CodeGen

★ 5,180

CodeGen is a family of open-source model for program synthesis. Trained on TPU-v4. Competitive with OpenAI Codex.

Python

hiyouga

EasyR1

★ 5,163

EasyR1: An Efficient, Scalable, Multi-Modality RL Training Framework based on veRL

Python

MCP-UI-Org

mcp-ui

★ 5,159

UI over MCP. Create next-gen UI experiences with the protocol and SDK!

TypeScript

vitali87

code-graph-rag

★ 5,134

该项目围绕「The ultimate RAG for your monorepo. Query, understand, and edit multi-language codebases with the power of AI and knowledge graphs.」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