Shubhamsaboo/awesome-llm-apps：100+ 开源 AI Agent 与 RAG 应用集合

Awesome LLM Apps 100+ open-source AI agents, agent skills, and RAG apps. Hand-built, tested end-to-end, Apache-2.0. Clone it, ship it, sell it - 100% free and open-source Works with Claude, Gemini, GPT, DeepSeek, Llama, Qwen and other open-source models. Step-by-step tutorials on Unwind AI · Quick start · Browse all templates Project Graveyard Insurance Claim Live Agent Team AI Fraud Investigation Agent Self-Improving Agent Skills AI Home Renovation Agent Always-on HN Briefing Agent 🚀 Run one now Give your coding agent a new skill in 10 seconds: npx skills add https://github.com/Shubhamsaboo/awesome-llm-apps/tree/main/agent_skills/project-graveyard Then ask it: "why do I never finish my side projects?" Or clone and run any agent in 30 seconds: git clone https://github.com/Shubhamsaboo/awesome-llm-apps.git cd awesome-llm-apps/starter_ai_agents/ai_travel_agent pip install -r requirements.txt streamlit run travel_agent.py 📬 New templates drop weekly. Get them in your inbox on Unwind AI. 🙏 Thanks to our sponsors Vorflux Become a Sponsor 📂 Browse all templates 🧩 Agent Skills Give your coding agent new abilities. One command to install, plain English to use. Every skill ships real code and passes a security + eval CI gate. Works with Claude Code, Codex, Cursor, and other coding agents. Browse all skills → ⚰️ Project Graveyard - Finds every side project you abandoned, tells you why each one died, and helps you finish the one worth going back to 👁️ First Reader - Simulates real readers going through your draft and reports where they lose interest, where they stop reading, and what they remember afterward, without rewriting a word 🔭 Scope Creep Detector - Checks whether a diff grew beyond its stated intent and recommends what to keep, split, or justify 🏺 Commit Archaeologist - Reconstructs why a file or code region exists from its introducing commit, later edits, co-changes, and intent clues 🩺 Dependency Doctor - Checks a dependency manifest for standard-library pins, obsolete backports, unpinned entries, duplicate constraints, and yanked releases 🧠 Advisor Orchestrator Worker - Meta Loop with Claude Fable 5.1 as advisor, GPT-6 Astra as orchestrator, and Gemini 3.8 Flash as worker ♾️ Self-Improving Agent Skills - Automatically optimize agent skills using Gemini and ADK 🌱 Starter AI Agents Single-file agents that run with just an API key - a great place to start. 🎙️ AI Blog to Podcast Agent - Turn any blog URL into a narrated podcast episode ❤️‍🩹 AI Breakup Recovery Agent - An agent team that talks you through the post-breakup spiral 📊 AI Data Analysis Agent - Ask questions of any CSV or Excel file in plain English 🩻 AI Medical Imaging Agent - Diagnostic analysis of X-rays and scans with Gemini 😂 AI Meme Generator Agent (Browser) - Makes memes by driving a real browser, not an image API 🎵 AI Music Generator Agent - Prompt in, MP3 track out 🛫 AI Travel Agent (Local & Cloud) - Personalized day-by-day travel itineraries 💸 AI x402 Paying Agent - An agent with a wallet that pays per-call for the data it needs — no API keys ✨ Gemini Multimodal Agent - Video analysis plus web search in one agent 🔄 Mixture of Agents - Multiple LLMs answer, one aggregates the best response 📊 xAI Finance Agent - Real-time stock analysis powered by Grok 🔍 OpenAI Research Agent - Multi-agent topic research with the OpenAI Agents SDK 🕸️ Web Scraping AI Agent - Describe what to extract and the agent scrapes it 🚀 Advanced AI Agents Production-style agents with tools, memory, and multi-step reasoning. 🏚️ 🍌 AI Home Renovation Agent with Nano Banana Pro - Photos of your space in, renovation plan and photorealistic renders out 🧠 DevPulse AI - Multi-Agent Signal Intelligence - Aggregates and scores technical signals into a daily intelligence digest 🔍 AI Deep Research Agent - Comprehensive web research with the OpenAI Agents SDK and Firecrawl 📊 AI VC Due Diligence Agent Team - Multi-agent startup investment analysis with Gemini 3 🔬 AI Research Planner & Executor (Google Interactions API) - Multi-phase research with stateful conversations and auto-generated infographics 🤝 AI Consultant Agent - Market analysis and strategy recommendations with live web research 🏗️ AI System Architect Agent - Architecture reviews using DeepSeek R1 reasoning plus Claude 💰 AI Financial Coach Agent - Personalized budget, debt, and savings analysis 🎬 AI Movie Production Agent - Script drafts and casting ideas from a one-line movie concept 📈 AI Investment Agent - Stock comparison reports built on Yahoo Finance data 📡 Earnings Call Analyst Agent - Turns YouTube earnings calls into a playback-synced analyst workspace 🏋️‍♂️ AI Health & Fitness Agent - Tailored diet and workout plans from your goals 🚀 AI Product Launch Intelligence Agent - Go-to-market intelligence on competitor launches 🔍 AI Fraud Investigation Agent - Cross-references public records to flag facilities that don't add up 🗞️ AI Journalist Agent - Researches, writes, and edits articles on any topic 🧠 AI Mental Wellbeing Agent - A coordinated agent team for mental health support plans 📑 AI Meeting Agent - Context, industry insights, and strategy briefs before you walk in 🧬 AI Self-Evolving Agent - Agents that rewrite their own workflows with EvoAgentX 👨🏻‍💼 AI Sales Intelligence Agent Team - Generates competitive sales battle cards in real time 🎧 AI Social Media News and Podcast Agent - Curates your trusted sources into briefs and generated podcasts 🌐 Openwork - Open Browser Automation Agent ↗ external - Open-source agent that operates a real browser 🛡️ Trust-Gated Multi-Agent Research Team - Every agent verified, every action in a hash-chained audit trail 🛰️ Always-on Agents Background agents that run on schedules or events, monitor changing context, decide what needs attention, and proactively deliver updates, artifacts, or actions. 📰 Always-on Hacker News Briefing Agent - A scheduled scout that ships a ranked daily brief to Slack or email 📡 Release Radar Agent - Watches dependency releases and briefs you on breaking, deprecated, security, and major-version changes 🤝 Multi-agent Teams Multiple agents collaborating to accomplish complex, cross-domain tasks. 🧲 AI Competitor Intelligence Agent Team - Structured competitor teardowns built from their own websites 💲 AI Finance Agent Team - A financial analyst team in 20 lines of Python 🎨 AI Game Design Agent Team - Full game concepts from a swarm of design specialists 🧭 AG2 Adaptive Research Team - Agent teamwork with routing and fallback, built on AG2 👨‍⚖️ AI Legal Agent Team (Cloud & Local) - Research, contract analysis, and strategy from a full legal bench 💼 AI Recruitment Agent Team - Resume screening to interview scheduling, end to end 🏠 AI Real Estate Agent Team - Property search, market analysis, and recommendations 👨‍💼 AI Services Agency (CrewAI) - A digital agency that scopes and plans your software project 👨‍🏫 AI Teaching Agent Team - A faculty of agents that builds your complete learning path 💻 Multimodal Coding Agent Team - Snap a photo of a coding problem, get a sandboxed solution ✨ Multimodal Design Agent Team - Design critiques from a Gemini-powered expert panel 🎨 🍌 Multimodal UI/UX Feedback Agent Team - Landing page feedback plus an auto-generated improved version 🌏 AI Travel Planner Agent Team - A complete trip itinerary, crafted by a team 🗣️ Voice AI Agents Speech-in, speech-out agents using real-time voice APIs. 🗣️ AI Audio Tour Agent - Self-guided audio tours from your location, interests, and pace 📞 Customer Support Voice Agent - Voice answers grounded in your own docs 🛡️ Insurance Claim Live Agent Team - Real-time voice claim intake with Gemini Live 🔊 Voice RAG Agent (OpenAI SDK) - Ask your PDFs questions, hear the answers 🎙️ OpenSource Voice Dictation Agent (Wispr Flow clone) ↗ external - Open-source dictation that types where you talk 🖼️ Generative UI and Agentic Frontends Agents that render interactive UI components, not just text: forms, cards, charts, editable plans. 🗂️ Generative UI Starter Project - A chat-driven kanban board you and the agent work together 🪙 AI Financial Coach Agent - Budget, savings, and debt plans rendered as interactive cards 📊 AI Dashboard Canvas Agent - Describe a dashboard in chat, charts assemble on a live canvas 🛠️ AI MCP App Builder - Describe an MCP app, get a live sandboxed instance back ✈️ MCP Apps Generative UI Showcase - MCP apps that render real interactive UI, flight search included 🎛️ AI Shadcn Component Generator - Chat your way to production-ready shadcn components 🔍 AI Deep Research Agent - Research where every tool call renders as a live workspace card 🎮 Autonomous Game-Playing Agents Agents that play games end-to-end: reasoning, strategy, and action. 🎮 AI 3D Pygame Agent - DeepSeek R1 writes PyGame code, browser agents run it live ♜ AI Chess Agent - Agent White vs Agent Black with validated moves 🎲 AI Tic-Tac-Toe Agent - Two different LLMs battle it out, move by move ♾️ MCP AI Agents Agents that connect to external tools and data via Model Context Protocol. ♾️ Browser MCP Agent - Drive a real browser with natural language over MCP 🐙 GitHub MCP Agent - Explore and analyze any repo in plain English 📑 Notion MCP Agent - Talk to your Notion pages from the terminal 🌍 AI Travel Planner MCP Agent - Itineraries built on live Airbnb and Google Maps data 🔀 Multi-MCP Agent Router - Specialist agents, each wired to its own MCP server 🔌 OpenAI Remote MCP Tool Bridge - Connect OpenAI function calling directly to a remote MCP server 📀 RAG (Retrieval Augmented Generation) Retrieval pipelines, from simple chains to agentic and multi-source. 🔥 Agentic RAG with Embedding Gemma - Fully local agentic RAG with EmbeddingGemma and Llama 3.2 🧐 Agentic RAG with Reasoning - Watch the agent's step-by-step reasoning as it retrieves 📰 AI Blog Search (RAG) - Agentic search over blog content, built on LangGraph 🔍 Autonomous RAG - GPT-4o answers from your PDFs, falls back to web search 🔄 Contextual AI RAG Agent - Managed RAG: datastore to grounded chat in minutes 🔄 Corrective RAG (CRAG) - Retrieval that grades itself and retries before answering 📎 Typed Agentic RAG with Pydantic AI - Validated answers with exact citations, or a refusal when evidence is weak 🐋 Deepseek Local RAG Agent - Local DeepSeek reasoning over your own documents 🤔 Gemini Agentic RAG - Query rewriting and web fallback with Gemini Flash Thinking 👀 Hybrid Search RAG (Cloud) - Keyword plus vector search feeding Claude 🔄 Llama 3.1 Local RAG - Chat with any webpage, fully offline 🖥️ Local Hybrid Search RAG - Hybrid search with everything running on your machine 🧬 Multimodal Agentic RAG - Text, PDFs, images, audio, and video, answered with citations 🦙 Local RAG Agent - Llama 3.2 and Qdrant, no API keys required 🧩 RAG-as-a-Service - A production RAG service in under 50 lines ✨ RAG Agent with Cohere - Command R7B retrieval with web-search fallback ⛓️ Basic RAG Chain - The minimal retrieval pipeline, applied to pharma research 📠 RAG with Database Routing - Routes each question to the right database automatically 🖼️ Vision RAG - Ask questions about images and PDF pages with Embed-4 🩺 RAG Failure Diagnostics Clinic - Find out why your RAG pipeline is wrong, systematically 🕸️ Knowledge Graph RAG with Citations - Multi-hop answers with verifiable source attribution 💾 LLM Apps with Memory Agents and chatbots that remember conversations and user state across sessions. 💾 AI ArXiv Agent with Memory - Paper search that remembers your research interests 🛩️ AI Travel Agent with Memory - A travel assistant that remembers your preferences 💬 Llama3 Stateful Chat - Session-persistent chat with Llama 3 📝 LLM App with Personalized Memory - A chatbot that keeps context across conversations 🗄️ Local ChatGPT Clone with Memory - Fully local, with a personal memory per user 🧠 Multi-LLM Application with Shared Memory - Different models, one shared conversation memory 💬 Chat with X Turn any data source into a chat interface. 💬 Chat with GitHub (GPT & Llama3) - Any repo, answered in 30 lines of RAG 📨 Chat with Gmail - Ask your inbox questions 📄 Chat with PDF (GPT & Llama3) - The classic, in 30 lines of Python 📚 Chat with Research Papers (ArXiv) (GPT & Llama3) - Explore arXiv conversationally with GPT-4o 📝 Chat with Substack - Chat with any newsletter's archive 📽️ Chat with YouTube Videos - Ask videos questions via their transcripts 🎯 LLM Optimization Tools Reduce token usage, context size, and API cost without losing quality. 🎯 Toonify Token Optimization - Reduce LLM API costs by 30-60% using TOON format 🧠 Headroom Context Optimization - Reduce LLM API costs by 50-90% 🔧 LLM Fine-tuning End-to-end fine-tuning recipes for open-source models. 🦥 Gemma 3 Fine-tuning - 4-bit LoRA with Unsloth, small and readable 🦙 Llama 3.2 Fine-tuning - Fine-tune in 30 lines, free on Colab 🧑‍🏫 AI Agent Framework Crash Courses Deep-dive tutorials on the major agent frameworks. Google ADK Crash Course - Starter agent, structured outputs, tools (built-in, function, third-party, MCP), memory, callbacks, plugins, and multi-agent patterns. Model-agnostic. OpenAI Agents SDK Crash Course - Starter agent, function calling, structured outputs, tools, memory, evaluation, handoffs, swarm orchestration, and routing logic. ⭐ Star the repo to get notified when new templates drop. Deutsch · Español · français · 日本語 · 한국어 · Português · Русский · 中文 Apache-2.0 · See LICENSE · Fork it, ship it, sell it.