AI 频道
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 169–192 个,共 864 个
browseros-ai

BrowserOS

13,677

🌐 The open-source Agentic browser; alternative to ChatGPT Atlas, Perplexity Comet, Dia.

TypeScript
Lightning-AI

litgpt

13,665

20+ high-performance LLMs with recipes to pretrain, finetune and deploy at scale.

Python
doocs

md

13,330

✍ WeChat Markdown Editor | 一款高度简洁的微信 Markdown 编辑器:支持 Markdown 语法、自定义主题样式、内容管理、多图床、AI 助手等特性

TypeScript
13,236

✍🏻 Source Code Deep Dives, System Design & Engineering Blogs | Halfrost-Field 冰霜之地:源码解析、系统设计与工程实践笔记

Go
langchain4j

langchain4j

13,100

LangChain4j is an idiomatic, open-source Java library for building LLM-powered applications on the JVM. It offers a unified API over popular LLM providers and vector stores, and makes implementing tool calling (including MCP support), agents and RAG easy. It integrates seamlessly with enterprise Java frameworks like Quarkus and Spring Boot.

Java
ShishirPatil

gorilla

13,023

Gorilla: Training and Evaluating LLMs for Function Calls (Tool Calls)

Python
13,011

A Claude skill that writes the accurate prompts for any AI tool. Zero tokens or credits wasted. Full context and memory retention

Portkey-AI

gateway

13,000

A blazing fast AI Gateway with integrated guardrails. Route to 1,600+ LLMs, 50+ AI Guardrails with 1 fast & friendly API.

TypeScript
EverMind-AI

EverOS

12,978

One portable memory layer for every AI agent: local-first, Markdown-native, user-owned, and self-evolving across apps, tools, and workflows.

Python
PaddlePaddle

PaddleNLP

12,972

Easy-to-use and powerful LLM and SLM library with awesome model zoo.

Python
neuml

txtai

12,949

💡 All-in-one AI framework for semantic search, LLM orchestration and language model workflows

Python
StarTrail-org

LEANN

12,940

[MLsys2026 Best Paper]: https://arxiv.org/abs/2506.08276. RAG on Everything with LEANN. Enjoy 97% storage savings while running a fast, accurate, and 100% private RAG application on your personal device.

Python
codexu

note-gen

12,806

一款跨平台的 Markdown AI 笔记软件。这是为了确保有用的碎片在你有时间把它们变成完整的东西之前不会消失。

TypeScript
bentoml

OpenLLM

12,531

Run any open-source LLMs, such as DeepSeek and Llama, as OpenAI compatible API endpoint in the cloud.

Python
axolotl-ai-cloud

axolotl

12,475

Go ahead and axolotl questions

Python
Chainlit

chainlit

12,452

Build Conversational AI in minutes ⚡️

Python
TheR1D

shell_gpt

12,284

A command-line productivity tool powered by AI large language models like GPT-5, will help you accomplish your tasks faster and more efficiently.

Python
12,162

Retrieval and Retrieval-augmented LLMs

Python
jina-ai

reader

12,000

Convert any URL to an LLM-friendly input with a simple prefix https://r.jina.ai/

TypeScript
dataelement

bisheng

11,968

BISHENG is an open LLM devops platform for next generation Enterprise AI applications. Powerful and comprehensive features include: GenAI workflow, RAG, Agent, Unified model management, Evaluation, SFT, Dataset Management, Enterprise-level System Management, Observability and more.

Python
11,888

HexStrike AI MCP Agents is an advanced MCP server that lets AI agents (Claude, GPT, Copilot, etc.) autonomously run 150+ cybersecurity tools for automated pentesting, vulnerability discovery, bug bounty automation, and security research. Seamlessly bridge LLMs with real-world offensive security capabilities.

Python
ludwig-ai

ludwig

11,755

Low-code framework for building custom LLMs, neural networks, and other AI models

Python
cocoindex-io

cocoindex

11,557

Incremental engine for long horizon agents 🌟 Star if you like it!

Rust