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 241–264 个,共 864 个
steel-dev

steel-browser

7,645

🔥 Open Source Browser API for AI Agents & Apps. Steel Browser is a batteries-included browser sandbox that lets you automate the web without worrying about infrastructure.

TypeScript
tailcallhq

forgecode

7,629

AI enabled pair programmer for Claude, GPT, O Series, Grok, Deepseek, Gemini and 300+ models

Rust
flyteorg

flyte

7,487

该项目围绕「Dynamic, resilient AI orchestration. Coordinate data, models, and compute as you build AI workflows.」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。

Go
open-compass

opencompass

7,442

OpenCompass is an LLM evaluation platform, supporting a wide range of models (Llama3, Mistral, InternLM2,GPT-4,LLaMa2, Qwen,GLM, Claude, etc) over 100+ datasets.

Python
traceloop

openllmetry

7,430

Open-source observability for your GenAI or LLM application, based on OpenTelemetry

Python
guardrails-ai

guardrails

7,418

Adding guardrails to large language models.

Python
apache

hertzbeat

7,397

An AI-powered next-generation open source real-time observability system.

Java
arcee-ai

mergekit

7,350

Tools for merging pretrained large language models.

Python
zhouxiaoka

autoclip

7,335

AutoClip : AI-powered video clipping and highlight generation · 一款智能高光提取与剪辑的二创工具

Python
luhengshiwo

LLMForEverybody

7,329

每个人都能看懂的大模型知识分享,LLMs春/秋招大模型面试前必看,让你和面试官侃侃而谈

Jupyter Notebook
strands-agents

harness-sdk

7,241

构建代理线束并对其进行端到端控制。用于 Python 和 TypeScript 中的生产 AI 代理的开源 SDK - 任何模型、任何云。

Python
Zipstack

unstract

7,238

LLM-Driven Extraction of Unstructured Data — Built for API Deployments & ETL Pipeline Workflows

Python
zai-org

GLM-5

7,190

GLM-5: From Vibe Coding to Agentic Engineering

plastic-labs

honcho

7,180

Memory library for building stateful agents

Python
JerryZLiu

Dayflow

7,125

The automatic work journal/time tracker. Privately turns your screen into a timeline of what you actually accomplished. Open-source and local-first.

Swift

中文LLaMA-2 & Alpaca-2大模型二期项目 + 64K超长上下文模型 (Chinese LLaMA-2 & Alpaca-2 LLMs with 64K long context models)

Python
lance-format

lance

7,076

多模式 AI 的开放 Lakehouse 格式。只需 2 行代码即可从 Parquet 进行转换,以实现速度提高 100 倍的随机访问、向量索引和数据版本控制。与 Pandas、DuckDB、Polars、Pyarrow 和 PyTorch 兼容,即将推出更多集成。

Rust
datajuicer

data-juicer

7,047

Data processing for and with foundation models! 🍎 🍋 🌽 ➡️ ➡️🍸 🍹 🍷

Python

TalkToFigma: MCP integration between AI Agent (Cursor, Claude Code, Codex) and Figma, allowing Agentic AI to communicate with Figma for reading designs and modifying them programmatically.

JavaScript
lintsinghua

DeepAudit

7,020

DeepAudit 是一个开源多智能体代码审计平台,提供漏洞挖掘与 PoC 验证能力,支持 Ollama 私有部署,并可一键生成审计报告,适合快速上手。

Python
opensquilla

opensquilla

7,012

OpenSquilla,相同预算、更高智能密度的代币高效AI代理。

Python
mishushakov

llm-scraper

6,927

Turn any webpage into structured data using LLMs

TypeScript
open-multi-agent

open-multi-agent

6,922

具有动态工作流程的 TypeScript AI 代理编排框架。描述目标,而不是图表:协调员在运行时规划任务 DAG,并在任何 LLM(Claude、ChatGPT、Gemini、DeepSeek 或本地模型)上运行它。

TypeScript
Gentleman-Programming

gentle-ai

6,829

Gentle-AI configures the AI coding agents you already use: Claude Code, Cursor, OpenCode, Codex, Pi, and more. Choose persistent memory, Spec-Driven Development, curated skills, MCP servers, personas, and optional bounded review. Open source, no agent lock-in.

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