大型語言模型應用

開源大型語言模型應用與框架

這是範圍最廣的一組：聊天介面、SDK 與框架、提示詞與評測工具，以及各種以大型語言模型為基礎的應用。很多專案可以接入多家服務商的模型，有些還能在你自己的硬體上執行模型。

怎麼選

打算用在產品裡的話，先確認三件事：授權——有些熱門專案限制商用；是否支援你正在用的模型服務商；以及它是否還在維護。每個專案頁上的「秒懂」卡片會根據 GitHub 資料回答授權和維護這兩個問題。

星數最多的專案

第 241–264 個，共 866 個

mufeedvh

code2prompt

★ 7,656

A CLI tool to convert your codebase into a single LLM prompt with source tree, prompt templating, and token counting.

Rust

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

此專案圍繞「Dynamic, resilient AI orchestration. Coordinate data, models, and compute as you build AI workflows.」建置，聚焦實際場景的開源實作，提供可重用的工具鏈與整合方式。

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

建立代理線束並對其進行端對端控制。用於 Python 和 TypeScript 中的生產 AI 代理程式的開源 SDK - 任何模型、任何雲端。

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

ymcui

Chinese-LLaMA-Alpaca-2

★ 7,117

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 的開放 Lakehouse 格式。只需 2 行程式碼即可從 Parquet 進行轉換，以實現速度提高 100 倍的隨機存取、向量索引和資料版本控制。與 Pandas、DuckDB、Polars、Pyarrow 和 PyTorch 相容，即將推出更多整合。

Rust

datajuicer

data-juicer

★ 7,047

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

Python

grab

cursor-talk-to-figma-mcp

★ 7,022

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