1.Shubhamsaboo / awesome-llm-apps
100+ AI Agents, Agent Skills and RAG Apps - Free and Open Source.
+36,117 stars
from 107,557 · score 10.49
Trending repositories
Ranked by Attention Score: stars gained over the last 180 complete days
60 repositories by Attention Score · May 7, 2026 – Nov 2, 2026 (UTC)
2.666ghj / MiroFish
A Simple and Universal Swarm Intelligence Engine, Predicting Anything. 简洁通用的群体智能引擎，预测万物
+25,118 stars
from 58,150 · score 10.13
3.open-webui / open-webui
User-friendly AI Interface (Supports Ollama, OpenAI API, ...)
+23,630 stars
from 133,853 · score 10.07
4.agentscope-ai / QwenPaw
Your Personal AI Assistant; easy to install, deploy on your own machine or on the cloud; supports multiple chat apps with easily extensible capabilities.
+21,258 stars
from 15,879 · score 9.96
5.ollama / ollama
Get up and running with Kimi, GLM, MiniMax, DeepSeek, gpt-oss, Qwen, Gemma and other models.
+17,338 stars
from 168,259 · score 9.76
6.unslothai / unsloth
Local UI to run and train LLMs and diffusion models. Supports GGUF, MLX, Qwen3.8, DeepSeek-V4.1, MiniMax-H3, Gemma 4, FLUX and more.
+16,018 stars
from 62,908 · score 9.68
7.microsoft / generative-ai-for-beginners
21 Lessons, Get Started Building with Generative AI
+13,650 stars
from 109,114 · score 9.52
8.crewAIInc / crewAI
Framework for orchestrating role-playing, autonomous AI agents. By fostering collaborative intelligence, CrewAI empowers agents to work together seamlessly, tackling complex tasks.
+10,220 stars
from 50,173 · score 9.23
9.HKUDS / nanobot
Your lightweight open-source personal agent.
+8,839 stars
from 40,893 · score 9.09
10.humanlayer / 12-factor-agents
What are the principles we can use to build LLM-powered software that is actually good enough to put in the hands of production customers?
+7,519 stars
from 19,428 · score 8.93
11.getzep / graphiti
Build Real-Time Knowledge Graphs for AI Agents
+6,924 stars
from 25,490 · score 8.84
12.dair-ai / Prompt-Engineering-Guide
🐙 Guides, papers, lessons, notebooks and resources for prompt engineering, context engineering, RAG, and AI Agents.
+6,179 stars
from 73,567 · score 8.73
13.patchy631 / ai-engineering-hub
In-depth tutorials on LLMs, RAGs and real-world AI agent applications.
+5,928 stars
from 34,289 · score 8.69
14.charmbracelet / crush
Glamourous agentic coding for all 💘
+5,524 stars
from 23,386 · score 8.62
15.OpenDCAI / DataFlow
[SIGMOD'27] Easy Data Preparation with latest LLMs-based Operators and Pipelines.
+5,107 stars
from 3,292 · score 8.54
16.HandsOnLLM / Hands-On-Large-Language-Models
Official code repo for the O'Reilly Book - "Hands-On Large Language Models"
+4,258 stars
from 25,728 · score 8.36
17.microsoft / graphrag
A modular graph-based Retrieval-Augmented Generation (RAG) system
+3,976 stars
from 32,547 · score 8.29
18.AccumulateMore / CV
✅（已完结）超级全面的 深度学习 笔记【土堆 Pytorch】【李沐 动手学深度学习】【吴恩达 深度学习】【大飞 大模型Agent】
+3,793 stars
from 20,388 · score 8.24
19.aishwaryanr / awesome-generative-ai-guide
A one stop repository for generative AI research updates, interview resources, notebooks and much more!
+3,791 stars
from 26,294 · score 8.24
20.assafelovic / gpt-researcher
An autonomous agent that conducts deep research on any data using any LLM providers
+3,787 stars
from 26,629 · score 8.24
21.PrefectHQ / fastmcp
🚀 The fast, Pythonic way to build MCP servers and clients.
+3,487 stars
from 24,780 · score 8.16
22.NirDiamant / RAG_Techniques
This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. Each technique has a detailed notebook tutorial.
+3,264 stars
from 26,908 · score 8.09
23.NirDiamant / GenAI_Agents
50+ tutorials and implementations for Generative AI Agent techniques, from basic conversational bots to complex multi-agent systems.
+3,193 stars
from 21,591 · score 8.07
24.NirDiamant / agents-towards-production
End-to-end, code-first tutorials for building production-grade GenAI agents. From prototype to enterprise deployment.
+2,971 stars
from 18,835 · score 8.00
25.google / adk-python
An open-source, code-first Python toolkit for building, evaluating, and deploying sophisticated AI agents with flexibility and control.
+2,831 stars
from 19,243 · score 7.95
26.GokuMohandas / Made-With-ML
Learn how to develop, deploy and iterate on production-grade ML applications.
+2,738 stars
from 47,154 · score 7.92
27.Arize-ai / phoenix
AI Observability & Evaluation
+2,646 stars
from 9,449 · score 7.88
+2,428 stars
from 5,101 · score 7.80
29.666ghj / BettaFish
微舆：人人可用的多Agent舆情分析助手，打破信息茧房，还原舆情原貌，预测未来走向，辅助决策！从0实现，不依赖任何框架。
+2,422 stars
from 40,139 · score 7.79
30.dyad-sh / dyad
Local, open-source AI app builder for power users ✨ v0 / Lovable / Replit / Bolt alternative 🌟 Star if you like it!
+2,258 stars
from 19,893 · score 7.72
31.dottxt-ai / outlines
Structured Outputs
+2,258 stars
from 13,734 · score 7.72
32.humanlayer / humanlayer
The best way to get AI coding agents to solve hard problems in complex codebases.
+2,177 stars
from 10,569 · score 7.69
33.Portkey-AI / gateway
A blazing fast AI Gateway with integrated guardrails. Route to 1,600+ LLMs, 50+ AI Guardrails with 1 fast & friendly API.
+1,794 stars
from 11,507 · score 7.49
34.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.
+1,608 stars
from 11,730 · score 7.38
35.langchain-ai / open-swe
An Open-Source Asynchronous Coding Agent
+1,599 stars
from 9,562 · score 7.38
36.OpenPipe / ART
Agent Reinforcement Trainer: train multi-step agents for real-world tasks using GRPO. Give your agents on-the-job training. Reinforcement learning for Qwen3.6, GPT-OSS, Llama, and more!
+1,509 stars
from 9,327 · score 7.32
37.LC044 / WeChatMsg
No description provided by the repository host.
+1,492 stars
from 40,823 · score 7.31
38.wdndev / llm_interview_note
主要记录大语言大模型（LLMs） 算法（应用）工程师相关的知识及面试题
+1,396 stars
from 13,947 · score 7.24
39.mcp-use / mcp-use
The fullstack MCP framework to develop MCP Apps for ChatGPT / Claude & MCP Servers for AI Agents.
+1,057 stars
from 9,780 · score 6.96
40.simonw / llm
Access large language models from the command-line
+1,022 stars
from 11,665 · score 6.93
41.TabbyML / tabby
Self-hosted AI coding assistant
+781 stars
from 33,140 · score 6.66
42.Cinnamon / kotaemon
An open-source RAG-based tool for chatting with your documents.
+698 stars
from 25,148 · score 6.55
43.KalyanKS-NLP / llm-engineer-toolkit
A curated list of 120+ LLM libraries category wise.
+633 stars
from 10,262 · score 6.45
44.The-Pocket / PocketFlow-Tutorial-Codebase-Knowledge
Pocket Flow: Codebase to Tutorial
+588 stars
from 12,141 · score 6.38
45.ag2ai / ag2
AG2 (formerly AutoGen): The Open-Source AgentOS.Join us at: https://discord.gg/sNGSwQME3x
+567 stars
from 4,472 · score 6.34
46.tensorzero / tensorzeroArchived
TensorZero is an open-source LLMOps platform that unifies an LLM gateway, observability, evaluation, optimization, and experimentation.
+507 stars
from 11,203 · score 6.23
47.Lightning-AI / litgpt
20+ high-performance LLMs with recipes to pretrain, finetune and deploy at scale.
+490 stars
from 13,251 · score 6.20
48.eugeneyan / open-llms
📋 A list of open LLMs available for commercial use.
+228 stars
from 12,656 · score 5.43
49.RUCAIBox / LLMSurvey
The official GitHub page for the survey paper "A Survey of Large Language Models".
+155 stars
from 12,074 · score 5.05
50.philippgille / chromem-go
Embeddable vector database for Go with Chroma-like interface and zero third-party dependencies. In-memory with optional persistence.
+141 stars
from 931 · score 4.96
51.transitive-bullshit / agenticArchived
Your API ⇒ Paid MCP. Instantly.
+108 stars
from 17,978 · score 4.69
52.kaiban-ai / KaibanJS
KaibanJS is a JavaScript-native framework for building and managing multi-agent systems with a Kanban-inspired approach.
+68 stars
from 1,418 · score 4.23
53.iusztinpaul / hands-on-llmsArchived
🦖 𝗟𝗲𝗮𝗿𝗻 about 𝗟𝗟𝗠𝘀, 𝗟𝗟𝗠𝗢𝗽𝘀, and 𝘃𝗲𝗰𝘁𝗼𝗿 𝗗𝗕𝘀 for free by designing, training, and deploying a real-time financial advisor LLM system ~ 𝘴𝘰𝘶𝘳𝘤𝘦 𝘤𝘰𝘥𝘦 + 𝘷𝘪𝘥𝘦𝘰 & 𝘳𝘦𝘢𝘥𝘪𝘯𝘨 𝘮𝘢𝘵𝘦𝘳𝘪𝘢𝘭𝘴
+42 stars
from 3,381 · score 3.76
54.Tiendil / feeds.fun
News reader with tags, scoring, and LLM
+36 stars
from 361 · score 3.61
55.gofireflyio / aiac
Artificial Intelligence Infrastructure-as-Code Generator.
+19 stars
from 3,765 · score 3.00
56.cantinilab / scPRINT
🏃 The go-to single-cell Foundation Model
+19 stars
from 145 · score 3.00
57.cogentapps / chat-with-gpt
An open-source ChatGPT app with a voice
+15 stars
from 2,333 · score 2.77
58.rksm / org-ai
Emacs as your personal AI assistant. Use LLMs such as ChatGPT or LLaMA for text generation or DALL-E and Stable Diffusion for image generation. Also supports speech input / output.
+12 stars
from 810 · score 2.56
59.mozanunal / sllm.nvim
Integrate ChatGPT-style LLMs into Neovim: ask questions, keep multi-file context, pull diagnostics / command output, and chat without leaving your editor. Highly configurable, async, lua-only plugin.
+7 stars
from 106 · score 2.08
60.ricklamers / gpt-code-ui
An open source implementation of OpenAI's ChatGPT Code interpreter
+4 stars
from 3,525 · score 1.61