Deutsch | Español | français | 日本語 | 한국어 | Português | Русский | 中文
100+ AI Agent & RAG apps you can actually run — clone, customize, ship.
AI Agents · Multi-agent Teams · MCP Agents · RAG · Voice Agents · Agent Skills · Fine-tuning
Free step-by-step tutorials on Unwind AI
Works with Claude · Gemini · OpenAI · xAI · Qwen · Llama
🚀 Quick Start 📂 Browse Templates 📚 Step-by-Step Tutorials
You shouldn't have to rebuild the same RAG pipeline, agent loop, or MCP integration from scratch every time you start a new LLM project.
Awesome LLM Apps is a cookbook of ready-to-run templates - starter code you can fork, customize, and ship as a production LLM app. Every template here is self-contained with full source code, not collected from elsewhere.
- 🛠️ Hand-built, not curated - every template is original work, tested end-to-end before it ships.
- 🧪 Runs in 3 commands - no broken
requirements.txt, no "figure it out yourself" scaffolding. - 🧠 Covers the modern AI stack - AI Agents, Multi-agent Teams, MCP Agents, Voice AI Agents, RAG, Agent Skills, Fine-tuning.
- 🌐 Provider-agnostic - switch between Claude, Gemini, GPT, Llama, Qwen, xAI and others with a config change.
- 📚 Step-by-step tutorials - every featured template has a free walkthrough on Unwind AI.
- 💸 Apache-2.0 - fork it, ship it, sell it. No paywall, no signup, no telemetry.
⭐ If this saves you time, star the repo - that's how the next developer discovers it.
Run your first 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| Template | What it does | Stack |
|---|---|---|
| 🧠 DevPulse AI | Multi-agent signal intelligence for dev teams | Multi-agent |
| 🏠 Home Renovation Agent | Photo → AI redesign with Nano Banana Pro | Vision + Multi-agent |
| ♾️ Self-Improving Agent Skills | Automatically optimize agent skills using Gemini and ADK | Agent Skills + ADK |
📬 Subscribe on Unwind AI to get new template drops + tutorials in your inbox.
13 categories · Click to expand
- 🌱 Starter AI Agents
- 🚀 Advanced AI Agents
- 🎮 Autonomous Game-Playing Agents
- 🤝 Multi-agent Teams
- 🗣️ Voice AI Agents
- ♾️ MCP AI Agents
- 📀 RAG Tutorials
- 🧩 Awesome Agent Skills
- 💾 LLM Apps with Memory
- 💬 Chat with X Tutorials
- 🎯 LLM Optimization Tools
- 🔧 LLM Fine-tuning Tutorials
- 🧑🏫 AI Agent Framework Crash Courses
Single-file agents that run with just an API key - a great place to start.
- 🎙️ AI Blog to Podcast Agent
- ❤️🩹 AI Breakup Recovery Agent
- 📊 AI Data Analysis Agent
- 🩻 AI Medical Imaging Agent
- 😂 AI Meme Generator Agent (Browser)
- 🎵 AI Music Generator Agent
- 🛫 AI Travel Agent (Local & Cloud)
- ✨ Gemini Multimodal Agent
- 🔄 Mixture of Agents
- 📊 xAI Finance Agent
- 🔍 OpenAI Research Agent
- 🕸️ Web Scraping AI Agent (Local & Cloud SDK)
Production-style agents with tools, memory, and multi-step reasoning.
- 🏚️ 🍌 AI Home Renovation Agent with Nano Banana Pro
- 🧠 DevPulse AI - Multi-Agent Signal Intelligence
- 🔍 AI Deep Research Agent
- 📊 AI VC Due Diligence Agent Team
- 🔬 AI Research Planner & Executor (Google Interactions API)
- 🤝 AI Consultant Agent
- 🏗️ AI System Architect Agent
- 💰 AI Financial Coach Agent
- 🎬 AI Movie Production Agent
- 📈 AI Investment Agent
- 🏋️♂️ AI Health & Fitness Agent
- 🚀 AI Product Launch Intelligence Agent
- 🔍 AI Fraud Investigation Agent
- 🗞️ AI Journalist Agent
- 🧠 AI Mental Wellbeing Agent
- 📑 AI Meeting Agent
- 🧬 AI Self-Evolving Agent
- 👨🏻💼 AI Sales Intelligence Agent Team
- 🎧 AI Social Media News and Podcast Agent
- 🌐 Openwork - Open Browser Automation Agent ↗ external
- 🛡️ Trust-Gated Multi-Agent Research Team
Agents that play games end-to-end - reasoning, strategy, and action.
Multiple agents collaborating to accomplish complex, cross-domain tasks.
- 🧲 AI Competitor Intelligence Agent Team
- 💲 AI Finance Agent Team
- 🎨 AI Game Design Agent Team
- 🧭 AG2 Adaptive Research Team
- 👨⚖️ AI Legal Agent Team (Cloud & Local)
- 💼 AI Recruitment Agent Team
- 🏠 AI Real Estate Agent Team
- 👨💼 AI Services Agency (CrewAI)
- 👨🏫 AI Teaching Agent Team
- 💻 Multimodal Coding Agent Team
- ✨ Multimodal Design Agent Team
- 🎨 🍌 Multimodal UI/UX Feedback Agent Team with Nano Banana
- 🌏 AI Travel Planner Agent Team
Speech-in, speech-out agents using real-time voice APIs.
- 🗣️ AI Audio Tour Agent
- 📞 Customer Support Voice Agent
- 🔊 Voice RAG Agent (OpenAI SDK)
- 🎙️ OpenSource Voice Dictation Agent (Wispr Flow clone) ↗ external
Agents that connect to external tools and data via Model Context Protocol.
- ♾️ Browser MCP Agent
- 🐙 GitHub MCP Agent
- 📑 Notion MCP Agent
- 🌍 AI Travel Planner MCP Agent
- 🔀 Multi-MCP Agent Router
Retrieval pipelines - from simple chains to agentic and multi-source.
- 🔥 Agentic RAG with Embedding Gemma
- 🧐 Agentic RAG with Reasoning
- 📰 AI Blog Search (RAG)
- 🔍 Autonomous RAG
- 🔄 Contextual AI RAG Agent
- 🔄 Corrective RAG (CRAG)
- 🐋 Deepseek Local RAG Agent
- 🤔 Gemini Agentic RAG
- 👀 Hybrid Search RAG (Cloud)
- 🔄 Llama 3.1 Local RAG
- 🖥️ Local Hybrid Search RAG
- 🦙 Local RAG Agent
- 🧩 RAG-as-a-Service
- ✨ RAG Agent with Cohere
- ⛓️ Basic RAG Chain
- 📠 RAG with Database Routing
- 🖼️ Vision RAG
- 🩺 RAG Failure Diagnostics Clinic
- 🕸️ Knowledge Graph RAG with Citations
Ready-to-use agent skill files you can plug into any AI agent or LLM workflow.
- ♾️ Self-Improving Agent Skills - Automatically optimize agent skills using Gemini and ADK
📋 Browse all 19 skills
| Skill | Description |
|---|---|
| 🎓 Academic Researcher | Literature reviews, paper analysis, citation management |
| 🔍 Code Reviewer | Automated code review with best-practice checks |
| ✍️ Content Creator | Blog posts, social media, marketing copy |
| 📊 Data Analyst | Data exploration, statistical analysis, insights |
| 🐛 Debugger | Systematic bug hunting and root-cause analysis |
| 🤔 Decision Helper | Structured decision frameworks and trade-off analysis |
| 🔬 Deep Research | Multi-source research with synthesis |
| 📝 Editor | Proofreading, style, and clarity improvements |
| 📧 Email Drafter | Professional email composition |
| ✅ Fact Checker | Claim verification and source validation |
| 💻 Fullstack Developer | End-to-end web app development |
| 📋 Meeting Notes | Meeting summaries, action items, follow-ups |
| 📅 Project Planner | Roadmaps, milestones, resource planning |
| 🐍 Python Expert | Pythonic code, packaging, performance |
| 🏃 Sprint Planner | Agile sprint planning and backlog grooming |
| 🧭 Strategy Advisor | Business strategy and competitive analysis |
| 📖 Technical Writer | Documentation, API docs, guides |
| 🎨 UX Designer | UI/UX design feedback and wireframes |
| 📈 Visualization Expert | Charts, dashboards, data storytelling |
Agents and chatbots that remember conversations and user state across sessions.
- 💾 AI ArXiv Agent with Memory
- 🛩️ AI Travel Agent with Memory
- 💬 Llama3 Stateful Chat
- 📝 LLM App with Personalized Memory
- 🗄️ Local ChatGPT Clone with Memory
- 🧠 Multi-LLM Application with Shared Memory
Turn any data source into a chat interface.
- 💬 Chat with GitHub (GPT & Llama3)
- 📨 Chat with Gmail
- 📄 Chat with PDF (GPT & Llama3)
- 📚 Chat with Research Papers (ArXiv) (GPT & Llama3)
- 📝 Chat with Substack
- 📽️ Chat with YouTube Videos
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%
End-to-end fine-tuning recipes for open-source models.
Deep-dive tutorials on the major agent frameworks.
- Starter agent; model‑agnostic (OpenAI, Claude)
- Structured outputs (Pydantic)
- Tools: built‑in, function, third‑party, MCP tools
- Memory; callbacks; Plugins
- Simple multi‑agent; Multi‑agent patterns
OpenAI Agents SDK Crash Course
- Starter agent; function calling; structured outputs
- Tools: built‑in, function, third‑party integrations
- Memory; callbacks; evaluation
- Multi‑agent patterns; agent handoffs
- Swarm orchestration; routing logic
Created and maintained by Shubham Saboo with contributions from the amazing community members.
🌟 Don't miss future drops - star the repo to get notified when new templates ship.
Apache-2.0. See LICENSE. Fork it, ship it, sell it.