🔗

LLM Frameworks

构建 LLM 驱动应用的框架和库,包括 Chain、Agent、RAG 管道

共 92 个项目
排序:综合评分
Tencent / AI-Infra-Guard

A full-stack AI Red Teaming platform securing AI ecosystems via Agent Scan, Skills Scan, MCP scan, AI Infra scan and LLM jailbreak evaluation.

Python 6.1k
活跃维护 Apache 2.0
volcengine / OpenViking

Self-evolving Context Database for AI Agents. Unify Agent Memory, Knowledge RAG and Skills.

Python 34.3k
活跃维护 AGPL-3
can1357 / oh-my-pi

⌥ Coding agent with the IDE wired in

TypeScript 28.3k
维护停滞 MIT
Tencent / WeKnora

Open-source LLM knowledge platform: turn raw documents into a queryable RAG, an autonomous reasoning agent, and a self-maintaining Wiki.

Go 20.9k
活跃维护 NOASSERTION
openobserve / openobserve

Open source observability platform for logs, metrics, traces, frontend monitoring, pipelines and LLM observability. A sophisticated, simple and highly performant alternative to Datadog, Splunk, and Elasticsearch with 140x lower storage costs and single binary deployment.

TypeScript 21.6k
正常维护 AGPL-3
cactus-compute / cactus

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

C++ 6.0k
活跃维护 NOASSERTION
DietrichGebert / ponytail

Makes your AI agent think like the laziest senior dev in the room. The best code is the code you never wrote.

JavaScript 116.5k
正常维护 MIT
jundot / omlx

LLM inference server with continuous batching & SSD caching for Apple Silicon — managed from the macOS menu bar

Python 21.0k
正常维护 Apache 2.0
ollama / ollama

Get up and running with Kimi-K2.6, GLM-5.2, MiniMax, DeepSeek, gpt-oss, Qwen, Gemma and other models.

Go 179.8k
维护停滞 MIT
BoundaryML / baml

The programming language for agents

Rust 9.1k
活跃维护 Apache 2.0
lyogavin / airllm

AirLLM 70B inference with single 4GB GPU

Jupyter Notebook 33.1k
活跃维护 Apache 2.0
virgiliojr94 / book-to-skill

Turn any technical book PDF into a Claude Code skill — ready to study, reference, and use while you work.

Python 27.1k
活跃维护 MIT
flyteorg / flyte

Dynamic, resilient AI orchestration. Coordinate data, models, and compute as you build AI workflows.

Go 7.3k
活跃维护 Apache 2.0
freestylefly / awesome-gpt-image-2

Prompt as Code | GPT-Image2 工业级提示词引擎与模板库,530+ 个案例逆向工程,20+ 套工业级模板,并提炼出Skills,持续更新中

JavaScript 25.2k
活跃维护 MIT
promptfoo / promptfoo

Test your prompts, agents, and RAGs. Red teaming/pentesting/vulnerability scanning for AI. Compare performance of GPT, Claude, Gemini, DeepSeek, and more. Simple declarative configs with command line and CI/CD integration. Used by OpenAI and Anthropic.

TypeScript 24.7k
活跃维护 MIT
AlexsJones / llmfit

Hundreds of models & providers. One command to find what runs on your hardware.

Rust 34.5k
活跃维护 MIT
infiniflow / ragflow

RAGFlow is a leading open-source Retrieval-Augmented Generation (RAG) engine that fuses cutting-edge RAG with Agent capabilities to create a superior context layer for LLMs

Go 89.6k
维护停滞 Apache 2.0
harry0703 / MoneyPrinterTurbo

利用 AI 大模型和自动化工作流,根据主题或关键词一键生成高清短视频。Generate HD short videos from a topic or keyword with an automated AI workflow.

Python 118.5k
活跃维护 MIT
langbot-app / LangBot

Production-grade platform for building agentic IM bots - 生产级多平台智能机器人开发平台/ Agent、知识库编排、插件系统 / Bots for Discord / Slack / LINE / Telegram / WeChat(企业微信, 企微智能机器人, 公众号) / 飞书 / 钉钉 / QQ / Matrix e.g. Integrated with ChatGPT(GPT), DeepSeek, Dify, n8n, Langflow, Coze, Claude, Gemini, GLM, Ollama, SiliconFlow, Moonshot, openclaw / hermes agent, deerflow

Python 17.6k
活跃维护 Apache 2.0
yifanfeng97 / Hyper-Extract

Hypergraph is more powerful. Transform unstructured text into structured knowledge with LLMs. Graphs, hypergraphs, and spatio-temporal extractions — with one command.

Python 3.8k
正常维护 NOASSERTION
HKUDS / LightRAG

[EMNLP2025] LightRAG: Simple and Fast Retrieval-Augmented Generation

Python 39.3k
活跃维护 MIT
blader / humanizer

Agent skill that removes signs of AI-generated writing from text

Python 38.8k
活跃维护 MIT
BerriAI / litellm

The fastest, litest AI Gateway. Rust core with Python SDK. Call 100+ LLM APIs in OpenAI (or native) format with cost tracking, guardrails, load balancing, and logging [Bedrock, Azure, OpenAI, Anthropic, OpenAI, VertexAI, vLLM, Nvidia NIM]

Python 57.6k
维护停滞 NOASSERTION
abhigyanpatwari / GitNexus

GitNexus: The Zero-Server Code Intelligence Engine - GitNexus is a client-side knowledge graph creator that runs entirely in your browser. Drop in a git repository (Github, Gitlab, Azure, Local) or ZIP file, and get an interactive knowledge graph with a built in Graph RAG Agent. Perfect for code exploration

TypeScript 46.4k
活跃维护 NOASSERTION
langfuse / langfuse

🪢 Open source AI engineering platform: LLM evals, observability, metrics, prompt management, playground, datasets. Integrates with OpenTelemetry, LangChain, OpenAI SDK, LiteLLM, and more. 🍊YC W23

TypeScript 33.9k
活跃维护 NOASSERTION
opendataloader-project / opendataloader-pdf

PDF Parser for AI-ready data. Automate PDF accessibility. Open-source.

Java 28.9k
活跃维护 Apache 2.0
Osmantic / ODS

Turn your PC, Mac, or Linux box into an AI server. LLM inference, chat UI, voice, agents, workflows, RAG, and image generation.

Python 5.0k
活跃维护 Apache 2.0
0xPlaygrounds / rig

⚙️🦀 Build modular and scalable LLM Applications in Rust

Rust 8.4k
活跃维护 MIT
comet-ml / opik

Debug, evaluate, and monitor your LLM applications, RAG systems, and agentic workflows with comprehensive tracing, automated evaluations, and production-ready dashboards.

Python 21.7k
活跃维护 Apache 2.0
gitleaks / gitleaks

Find secrets with Gitleaks 🔑

Go 29.0k
活跃维护 MIT
open-webui / open-webui

User-friendly AI Interface (Supports Ollama, OpenAI API, ...)

Python 150.4k
活跃维护 NOASSERTION
cactus-compute / needle

14MB foundation model for tiny devices; phones, wearables, smart home, and robots.

Python 9.7k
正常维护 Apache 2.0
genkit-ai / genkit

Open-source framework for building agentic apps in JavaScript, Go, Dart, and Python, built and used in production by Google

TypeScript 6.4k
正常维护 Apache 2.0
ScrapeGraphAI / Scrapegraph-ai

Python scraper based on AI

Python 30.1k
活跃维护 MIT
shy3130 / tick-stock-panel

TSP自托管、零运维的 A 股「选股 + 监控 + 回测」量化工作台 | 基于 TickFlow 数据源 | LLM能力驱使策略定制+个股分析+复盘 | 自由接入第三方数据源与个性化扩展数据 | 个人开源 ,非第三方官方项目

Python 4.0k
活跃维护 MIT
Canner / WrenAI

GenBI (Generative BI) for AI agents, an open-source, governed text-to-SQL through an open context layer that turns natural-language questions into trusted dashboards, charts, and SQL across 20+ data sources, such as BigQuery, Snowflake, PostgreSQL, ClickHouse, Amazon Redshift, Databricks and more.

Python 17.4k
活跃维护 NOASSERTION
ConardLi / garden-skills

ConardLi's open-source Skills collection, featuring web design, knowledge retrieval, image generation, and more.

CSS 11.7k
正常维护 MIT
tenstorrent / tt-metal

:metal: TT-NN operator library, and TT-Metalium low level kernel programming model.

C++ 1.6k
维护停滞 Apache 2.0
cocoindex-io / cocoindex

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

Rust 11.4k
活跃维护 Apache 2.0
langchain4j / langchain4j

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 13.0k
正常维护 Apache 2.0
Mintplex-Labs / anything-llm

Stop renting your intelligence. Own it with AnythingLLM. Everything you need for a powerful local-first agent experience

JavaScript 65.4k
活跃维护 MIT
microsoft / graphrag

A modular graph-based Retrieval-Augmented Generation (RAG) system

Python 35.7k
活跃维护 MIT
pydantic / pydantic-ai

How Python does AI. Agents, realtime voice, image generation, embeddings. Every model, every interface, typed end to end.

Python 19.6k
正常维护 MIT
conorbronsdon / avoid-ai-writing

Skill that audits and rewrites content to remove AI writing patterns. Use it with your favorite agents including Claude Code, OpenClaw, Codex, and Hermes.

JavaScript 3.8k
活跃维护 MIT
NVIDIA-NeMo / Automodel

🚀 Pytorch Distributed native training library for LLMs/VLMs with OOTB Hugging Face support

Python 885
活跃维护 Apache 2.0
PrefectHQ / fastmcp

🚀 The fast, Pythonic way to build MCP servers and clients.

Python 27.4k
活跃维护 Apache 2.0
arc53 / DocsGPT

Private AI platform for agents, assistants and enterprise search. Built-in Agent Builder, Deep research, Document analysis, Multi-model support, and API connectivity for agents.

Python 18.2k
活跃维护 MIT
Zipstack / unstract

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

Python 7.2k
活跃维护 AGPL-3
vitali87 / code-graph-rag

The ultimate RAG for your monorepo. Query, understand, and edit multi-language codebases with the power of AI and knowledge graphs

Python 4.8k
活跃维护 MIT
p-e-w / heretic

Fully automatic censorship removal for language models

Python 28.8k
活跃维护 AGPL-3
MODSetter / SurfSense

Open-source NotebookLM alternative. Research the open web with live data(Reddit, YT, IG, TikTok, Indeed, Google Search, Maps etc) through one platform, API or MCP server. Join our Discord: https://discord.gg/ejRNvftDp9

Python 16.0k
活跃维护 NOASSERTION
neuml / txtai

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

Python 12.9k
活跃维护 Apache 2.0
langflow-ai / langflow

Langflow is a powerful tool for building and deploying AI-powered agents and workflows.

Python 153.9k
活跃维护 MIT
katanemo / plano

Plano is an AI-native proxy server and data plane for agentic apps. Smart LLM routing, observability, agent orchestration, and guardrails so you stay focused on your agents core logic.

Rust 7.0k
活跃维护 Apache 2.0
langchain-ai / deepagents

The batteries-included agent harness.

Python 28.7k
活跃维护 MIT
HKUDS / DeepTutor

DeepTutor: Lifelong Personalized Tutoring. https://deeptutor.info/.

Python 37.9k
活跃维护 Apache 2.0
pipeshub-ai / pipeshub-ai

PipesHub is an open-source fully extensible AI context layer that unifies your business data for explainable enterprise search and agentic workflow automation.

Python 3.7k
活跃维护 Apache 2.0
future-agi / future-agi

Open-source, end-to-end platform for evaluating, observing, and improving LLM and AI agent applications. Tracing · Evals · Simulations · Datasets · Gateway · Guardrails. Self-hostable. Apache 2.0.

Python 1.9k
活跃维护 Apache 2.0
ZhuLinsen / daily_stock_analysis

LLM 驱动的多市场股票智能分析系统:多源行情、实时新闻、决策看板与自动推送,支持零成本定时运行。 LLM-powered multi-market stock analysis system with multi-source market data, real-time news, decision dashboard, automated notifications, and cost-free scheduled runs.

Python 64.3k
活跃维护 MIT
firecrawl / firecrawl

The context API to search, scrape, and interact with the web at scale. 🔥

TypeScript 174.1k
活跃维护 AGPL-3
MakazhanAlpamys / Soup

Fine-tune LLMs from one YAML. Layer streaming trains an 8B model on a 4 GB laptop GPU.

Python 3.6k
活跃维护 Apache 2.0
google / langextract

A Python library for extracting structured information from unstructured text using LLMs with precise source grounding and interactive visualization.

Python 38.5k
活跃维护 Apache 2.0
fla-org / flash-linear-attention

🚀 Efficient implementations for emerging model architectures

Python 5.7k
活跃维护 MIT
superlinked / sie

Open-source inference server and production cluster for all the models your agent needs.

Python 2.9k
活跃维护 Apache 2.0
appwrite / appwrite

Appwrite® - complete cloud infrastructure for your web, mobile and AI apps. Including Auth, Databases, Storage, Functions, Messaging, Hosting, Realtime and more

TypeScript 57.2k
正常维护 BSD-3
dottxt-ai / outlines

Structured Outputs

Python 15.7k
活跃维护 Apache 2.0
browser-use / browser-harness

Browser Harness | Self-healing harness that enables LLMs to complete any task.

Python 17.2k
活跃维护 MIT
asgeirtj / system_prompts_leaks

Extracted system prompts from Anthropic - Claude Fable 5, Opus 5, Claude Design, Claude Code. OpenAI - ChatGPT GPT-5.6-Sol, Codex. Google - Gemini 3.5 Flash, 3.1 Pro, Antigravity. xAI - Grok, Cursor, Copilot, VS Code, Perplexity, and more. Updated regularly.

JavaScript 63.8k
活跃维护 CC0-1.0
askimo-ai / askimo

AI Client for chat, RAG, plans, MCP tools, and agents. Support multiple LLMs (Anthropic, OpenAI, VertexAI, vLLM, Nvidia NIM, Gemini, OpenRouter)

Kotlin 382
活跃维护 AGPL-3
VectifyAI / PageIndex

📑 PageIndex: Document Index for Vectorless, Reasoning-based RAG

Python 35.4k
活跃维护 MIT
whiteguo233 / OpenBiliClaw

本地私有、开源的自进化跨平台 AI 内容发现 Agent:先理解你,再主动从 B站、小红书、抖音、YouTube、X、知乎、Reddit、微博等平台与开放 Web 寻找内容。(支持 deepseek harness 插件) | Local-first open-source cross-platform AI content discovery agent: understands you, then proactively finds content across Bilibili, Xiaohongshu, Douyin, YouTube, X, Zhihu, Reddit, Weibo and the open web.(support deepseek harness plugin)

Python 3.1k
活跃维护 MIT
voocel / ainovel-cli

✨多agent实现全自动AI小说生成

Go 1.9k
活跃维护 Apache 2.0
FB208 / OpenBidKit_Yibiao

开箱即用的AI标书编写工具,标书AI生成工具,投标工具箱、知识库、标书查重、废标项检查,完全开源免费,欢迎使用

JavaScript 2.6k
活跃维护 AGPL-3
cobusgreyling / loop-engineering

Practical patterns, starters & CLI tools for loop engineering with AI coding agents. Design systems that prompt and orchestrate agents (inspired by Addy Osmani and Boris Cherny). Includes loop-audit, loop-init, loop-cost.

TypeScript 10.7k
活跃维护 MIT
VectifyAI / OpenKB

OpenKB: Open LLM Knowledge Base

Python 4.1k
正常维护 Apache 2.0
ROCm / FastFlowLM

Run LLMs on AMD Ryzen™ AI NPUs in minutes; purpose-built and deeply optimized for the AMD NPUs.

C++ 1.8k
活跃维护 MIT
JuliusBrussee / caveman

🪨 why use many token when few token do trick — Claude Code skill that cuts 65% of tokens by talking like caveman

Go 101.8k
活跃维护 NOASSERTION
Darkatse / TauriTavern

The classic Sillytavern, now has been rewritten in Tauri/Rust.

JavaScript 1.4k
活跃维护 AGPL-3
ongridio / ongrid

An ops AI Agent that understands your infrastructure, finds the root cause, and fixes it — right from Slack, Telegram, Lark or DingTalk.

Go 928
活跃维护 AGPL-3
Shubhamsaboo / awesome-llm-apps

100+ AI Agents, Agent Skills and RAG Apps - Free and Open Source.

Python 135.2k
活跃维护 Apache 2.0
MarSeventh / CloudFlare-ImgBed

🏖️ A serverless, open-source file hosting solution built on Cloudflare. Supports image hosting, secure file storage, and personal cloud drive capabilities.

JavaScript 6.3k
活跃维护 MIT
microsoft / markitdown

Python tool for converting files and office documents to Markdown.

Python 177.1k
活跃维护 MIT
fleetbase / fleetbase

Modular logistics and supply chain operating system (LSOS)

JavaScript 2.5k
活跃维护 AGPL-3
LLMQuant / quant-mind

QuantMind is an agent-native knowledge extraction and retrieval framework for quantitative finance.

Python 2.7k
正常维护 MIT
andrewyng / aisuite

Simple, unified interface to multiple Generative AI providers

Python 16.2k
正常维护 MIT
UditAkhourii / adhd

ADHD — a skill for coding agents. Tree-of-thought with pruning, built on the Claude & Codex Agent SDK. Fans out parallel divergent thoughts under different cognitive frames, scores, prunes traps, deepens the survivors. The no-brainer skill for creative and interdisciplinary work.

TypeScript 4.0k
活跃维护 MIT
liyupi / ai-guide

程序员鱼皮的 AI 资源大全 + Vibe Coding 零基础教程,分享 OpenClaw 保姆级教程、大模型玩法(DeepSeek / GPT / Gemini / Claude / GLM)、最新 AI 资讯、Prompt 提示词大全、AI 知识百科(Agent Skills / RAG / MCP / A2A)、AI 编程教程(Harness Engineering)、AI 工具用法(Cursor / Claude Code / TRAE / Codex / Copilot)、AI 开发框架教程(Spring AI / LangChain)、AI 产品变现指南,帮你快速掌握 AI 技术,走在时代前沿。本项目为开源文档 aiguide,已升级为鱼皮 AI 导航网站

JavaScript 19.3k
活跃维护 Unknown
Open-LLM-VTuber / Open-LLM-VTuber

Talk to any LLM with hands-free voice interaction, voice interruption, and Live2D taking face running locally across platforms

Python 13.5k
维护停滞 NOASSERTION
antvis / Infographic

🦋 An Infographic Generation and Rendering Framework, bring words to life with AI!

TypeScript 6.4k
活跃维护 MIT
mnfst / awesome-free-llm-apis

List of Permanent Free LLM API (API Keys)

JavaScript 7.2k
活跃维护 CC0-1.0
elder-plinius / OBLITERATUS

OBLITERATE THE CHAINS THAT BIND YOU

Python 8.1k
活跃维护 AGPL-3
FlowiseAI / Flowise

Build AI Agents, Visually

TypeScript 55.4k
维护停滞 NOASSERTION