🔗

LLM Frameworks

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

共 109 个项目
排序:综合评分
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 176.9k
活跃维护 MIT
VectifyAI / PageIndex

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

Python 39.8k
活跃维护 MIT
elie222 / rakazo

Open-source Grok Bot alternative. Choose your own model and sandbox.

TypeScript 5.9k
活跃维护 Apache 2.0
lightseekorg / tokenspeed

TokenSpeed is a speed-of-light LLM inference engine.

Python 2.8k
活跃维护 MIT
thesysdev / openui

The Open Standard for Generative UI

TypeScript 14.2k
活跃维护 MIT
ollama / ollama

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

Go 184.9k
维护停滞 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 26.5k
活跃维护 MIT
mnfst / awesome-free-llm-apis

List of Permanent Free LLM API (API Keys)

JavaScript 11.3k
活跃维护 CC0-1.0
opendataloader-project / opendataloader-pdf

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

Java 30.0k
活跃维护 Apache 2.0
strelov1 / freehire

freehire — the open-source search engine for job seekers

Go 3.2k
活跃维护 MIT
HarnessRouter / harnessrouter

HarnessRouter Community Edition: the self-hosted, Apache-2.0 edition of the unified interface for agent harnesses. Run Codex, Claude Code, Hermes, PI, DSH, and more through one API, with sessions, streaming, files, cancellation, and failure handling. Implements the Unified Harness Protocol (UHP), an open standard. Your keys, your infrastructure.

Python 3.7k
活跃维护 Apache 2.0
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, Kimi, openclaw / hermes agent, deerflow

Python 18.5k
活跃维护 Apache 2.0
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 62.1k
维护停滞 NOASSERTION
JuliusBrussee / caveman

🪨 why use many token when few token do trick. Viral skill + proxy for coding agents that cuts 65% of tokens by talking like a caveman.

Go 115.3k
活跃维护 Apache 2.0
HKUDS / LightRAG

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

Python 40.3k
活跃维护 MIT
0xPlaygrounds / rig

⚙️🦀 Build modular and scalable LLM Applications in Rust

Rust 9.0k
活跃维护 MIT
mem0ai / mem0

The Memory Layer for AI Agents - Drop-in memory infrastructure for AI agents and apps. Context that persists. Built for production.

Python 67.9k
活跃维护 Apache 2.0
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 22.9k
活跃维护 Apache 2.0
browser-use / browser-use

Open-source Python library for AI browser agents, plus Browser Use Cloud: stealth browsers and a hosted agent API.

Python 119.2k
活跃维护 MIT
headroomlabs-ai / headroom

Compress tool outputs, logs, files, and RAG chunks before they reach the LLM. 20% fewer tokens for coding agents, 60-95% fewer tokens for JSON, same answers. Library, proxy, MCP server.

Python 77.9k
活跃维护 Apache 2.0
open-webui / open-webui

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

Python 156.8k
活跃维护 NOASSERTION
genkit-ai / genkit

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

TypeScript 6.5k
正常维护 Apache 2.0
Tencent / WeKnora

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

Go 35.5k
活跃维护 NOASSERTION
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 92.9k
正常维护 Apache 2.0
langfuse / langfuse

🪢 Open source agent evals & observability: Trace, evaluate, and improve LLM applications with one open platform.

TypeScript 36.5k
活跃维护 NOASSERTION
microsoft / graphrag

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

Python 36.5k
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 18.0k
活跃维护 NOASSERTION
vercel / ai

The AI Toolkit for TypeScript. From the creators of Next.js, the AI SDK is a free open-source library for building AI-powered applications and agents

TypeScript 27.5k
正常维护 NOASSERTION
unclecode / crawl4ai

Open-source web crawler and scraper for LLMs and AI agents: any website into clean, LLM-ready Markdown. Run it yourself, or use Crawl4AI Cloud with one key. Join our Discord https://discord.gg/VuxzM8mtf

Python 86.3k
活跃维护 Apache 2.0
tenstorrent / tt-metal

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

Python 1.7k
维护停滞 Apache 2.0
cocoindex-io / cocoindex

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

Rust 11.8k
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 13.3k
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 67.6k
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 20.9k
维护停滞 MIT
NVIDIA-NeMo / Automodel

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

Python 1.1k
活跃维护 Apache 2.0
langwatch / langwatch

Open-Source Agent Observability & Evals for AI Platform teams. Trace, test, route and govern every agent & coding assistant in the company.

TypeScript 5.0k
活跃维护 Apache 2.0
tracel-ai / burn

Burn is a next generation tensor library and Deep Learning Framework that doesn't compromise on flexibility, efficiency and portability.

Rust 16.2k
活跃维护 Apache 2.0
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 7.1k
活跃维护 Apache 2.0
PrefectHQ / fastmcp

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

Python 28.2k
活跃维护 Apache 2.0
MODSetter / SurfSense

Air-gapped, privacy-focused, open-source NotebookLM alternative. AI agent that researches, transforms, and edits your documents. Join our Discord: https://discord.gg/ejRNvftDp9

Python 16.6k
活跃维护 Apache 2.0
ScrapeGraphAI / Scrapegraph-ai

Python scraper based on AI

Python 32.3k
正常维护 MIT
Zipstack / unstract

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

Python 7.3k
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 5.3k
活跃维护 MIT
neuml / txtai

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

Python 13.0k
活跃维护 Apache 2.0
paperless-ngx / paperless-ngx

A community-supported supercharged document management system: scan, index and archive all your documents

Python 47.1k
活跃维护 GPL-3
huggingface / datasets

🤗 The largest hub of ready-to-use datasets for AI models with fast, easy-to-use and efficient data manipulation tools

Python 22.1k
正常维护 Apache 2.0
mozilla-ai / otari

Open-source, OpenAI-compatible LLM gateway you run yourself. One endpoint for 40+ providers, with virtual keys, budgets, and usage tracking.

Python 740
活跃维护 Apache 2.0
langchain-ai / deepagents

The batteries-included agent harness.

Python 30.6k
活跃维护 MIT
langflow-ai / langflow

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

Python 156.0k
活跃维护 MIT
modelcontextprotocol / python-sdk

The official Python SDK for Model Context Protocol servers and clients

Python 24.7k
活跃维护 MIT
flyteorg / flyte

Type-safe, distributed orchestration of agents, ML pipelines, and real-time inference on your k8s — in pure Python with async/await, also other languages (rust, go and ts)

Go 7.8k
活跃维护 Apache 2.0
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 7.1k
活跃维护 Apache 2.0
wanshuiyin / Auto-claude-code-research-in-sleep

ARIS ⚔️ (Auto-Research-In-Sleep) — Lightweight Markdown-only skills for autonomous ML research: cross-model review loops, idea discovery, and experiment automation. No framework, no lock-in — works with Claude Code, Codex, OpenClaw, or any LLM agent.

Python 18.1k
活跃维护 MIT
HelixDB / helix-db

HelixDB is an OLTP graph database with native vector and full-text search built in Rust on Object Storage.

Rust 6.2k
活跃维护 Apache 2.0
pipeshub-ai / pipeshub-ai

The open-source context layer for AI agents. PipesHub turns your company's knowledge (Slack, Drive, Jira, GitHub, Microsoft 365 and 40+ connectors) into a permission-aware workspace that agents can search, grep, navigate and cite. MCP, SDKs and built-in agents. Self-hosted.

Python 3.9k
活跃维护 Apache 2.0
browser-use / browser-harness

Let Claude Code, Codex or Cursor use your real Chrome, logged in as you. One prompt to set up. Open source, MIT.

Python 18.6k
活跃维护 MIT
tailcallhq / forgecode

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

Rust 7.6k
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 67.1k
活跃维护 MIT
EricLBuehler / mistral.rs

Fast, flexible LLM inference

Rust 7.8k
活跃维护 MIT
openobserve / openobserve

Open source observability platform for logs, metrics, traces, RUM (web, android, ios), Session replay, pipelines, SLO 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 22.5k
正常维护 AGPL-3
upstash / context7

Context7 Platform -- Up-to-date docs for AI agents

TypeScript 63.7k
活跃维护 MIT
MakazhanAlpamys / Soup

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

Python 9.7k
活跃维护 Apache 2.0
docling-project / docling

Get your documents ready for gen AI

Python 69.6k
正常维护 MIT
theagentrouter / agent-router

Manages Unified Access to Generative AI Services built on Envoy Gateway

Go 2.3k
活跃维护 Apache 2.0
appwrite / appwrite

The open-source cloud for agents & devs. Including Auth, Databases, Storage, Functions, Messaging, Hosting, Realtime, WAF and more

TypeScript 57.8k
活跃维护 BSD-3
HKUDS / DeepTutor

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

Python 43.6k
活跃维护 Apache 2.0
BoundaryML / baml

The programming language for agents

Rust 9.4k
活跃维护 Apache 2.0
fla-org / flash-linear-attention

🚀 Efficient implementations for emerging model architectures

Python 6.0k
活跃维护 MIT
superlinked / sie

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

Python 3.5k
活跃维护 Apache 2.0
jundot / omlx

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

Python 23.1k
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 2.2k
活跃维护 Apache 2.0
khoj-ai / khoj

Your AI second brain. Self-hostable. Get answers from the web or your docs. Build custom agents, schedule automations, do deep research. Turn any online or local LLM into your personal, autonomous AI (gpt, claude, gemini, llama, qwen, mistral). Get started - free.

Python 37.8k
正常维护 AGPL-3
cactus-compute / cactus

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

C++ 6.2k
正常维护 NOASSERTION
yilewang / llm-for-zotero

An open-source research agent system for your Zotero library.

TypeScript 3.4k
活跃维护 AGPL-3
atomicstrata / llm-wiki-compiler

The knowledge compiler. Raw sources in, interlinked wiki out. Inspired by Karpathy's LLM Wiki pattern.

TypeScript 2.2k
活跃维护 MIT
askimo-ai / askimo

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

Kotlin 538
活跃维护 AGPL-3
google / langextract

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

Python 39.0k
活跃维护 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 135.4k
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 21.6k
活跃维护 NOASSERTION
osaurus-ai / osaurus

Own your AI. The native macOS harness for AI agents -- any model, persistent memory, autonomous execution, cryptographic identity. Built in Swift. Fully offline. Open source.

Swift 8.1k
活跃维护 MIT
SillyTavern / SillyTavern

LLM Frontend for Power Users.

JavaScript 35.0k
正常维护 AGPL-3
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 3.2k
活跃维护 AGPL-3
Osmantic / ODS

ODS V3 Pre-Release: Public testing and refinement ahead of the official V3 launch. Turn your PC, Mac, or Linux box into a private AI server.

Python 7.7k
活跃维护 Apache 2.0
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 11.6k
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 3.6k
活跃维护 MIT
raphaelmansuy / edgequake

EdegQuake 🌋 High-performance GraphRAG inspired from LightRag written in Rust; Transform documents into intelligent knowledge graphs for superior retrieval and generation

Rust 2.3k
活跃维护 Apache 2.0
dottxt-ai / outlines

Structured Outputs

Python 16.0k
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++ 2.0k
活跃维护 NOASSERTION
Shubhamsaboo / awesome-llm-apps

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

Python 143.1k
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 6.8k
活跃维护 MIT
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 4.2k
活跃维护 NOASSERTION
Darkatse / TauriTavern

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

JavaScript 2.1k
活跃维护 AGPL-3
tt-a1i / archify

Turn any idea, plan, or codebase into a beautiful interactive diagram. An agent skill for Claude Code, Codex, and more.

JavaScript 89.7k
活跃维护 Apache 2.0
VectifyAI / OpenKB

OpenKB: Open LLM Knowledge Base

Python 4.8k
维护停滞 Apache 2.0
abhigyanpatwari / GitNexus

GitNexus: The Zero-Server Code Intelligence Engine

TypeScript 48.0k
活跃维护 NOASSERTION
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 1.2k
活跃维护 AGPL-3
vercel-labs / json-render

The Generative UI framework

TypeScript 18.8k
活跃维护 Apache 2.0
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 4.5k
活跃维护 MIT
tbphp / gpt-load

Self-hosted AI gateway for multi-channel, multi-credential setups — API keys and subscription accounts, scheduling, failover, request logs and usage. 自托管 AI 网关:多渠道多凭据统一接入,含密钥与订阅账号、调度容错、日志与用量。

Go 7.2k
活跃维护 MIT
FareedKhan-dev / train-llm-from-scratch

A straightforward method for training your LLM, from downloading data to generating text.

Python 12.5k
正常维护 MIT
datawhalechina / hello-agents

📚 《从零开始构建智能体》——从零开始的智能体原理与实践教程

Python 84.7k
活跃维护 NOASSERTION
nashsu / llm_wiki

LLM Wiki is a cross-platform desktop application that turns your documents into an organized, interlinked knowledge base — automatically. Instead of traditional RAG (retrieve-and-answer from scratch every time), the LLM incrementally builds and maintains a persistent wiki from your sources。

TypeScript 21.0k
活跃维护 NOASSERTION
voocel / ainovel-cli

✨多agent实现全自动AI小说生成

Go 2.2k
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 36.2k
活跃维护 MIT
LLMQuant / quant-mind

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

Python 3.1k
正常维护 MIT
andrewyng / aisuite

Simple, unified interface to multiple Generative AI providers

Python 16.4k
正常维护 MIT
Open-LLM-VTuber / Open-LLM-VTuber

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

Python 14.4k
维护停滞 NOASSERTION
CopilotKit / OpenIntelligentUI

Open-Source Generative UI Framework

TypeScript 4.0k
活跃维护 MIT
mixelpixx / Konnect

AI-assisted PCB design for KiCAD 10. Native KiCAD plugin — a single Rust binary exposing 217 schematic, layout, routing, placement, design-review, and manufacturing tools to Claude, or the LLM of your choosing

Rust 1.4k
维护停滞 AGPL-3