Repository: Shubhamsaboo/awesome-llm-apps

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README.md

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<hr/>

🌟 Awesome LLM Apps

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 <a href="https://www.theunwindai.com">Unwind AI</a> 
Works with Claude · Gemini · OpenAI · xAI · Qwen · Llama

<a href="#-quick-start"><kbd>   🚀 Quick Start   </kbd></a>
<a href="#-featured-ai-projects"><kbd>   📂 Browse Templates   </kbd></a>
<a href="https://www.theunwindai.com"><kbd>   📚 Step-by-Step Tutorials   </kbd></a>

</div>

---

💡 Why this exists

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.

🚀 Quick Start

Run your first agent in 30 seconds:

bash

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

🔥 Featured This Month

| 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.

📑 Table of Contents

<details open>
<summary>13 categories · Click to expand</summary>

- 🌱 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

</details>

📂 Featured AI Projects

🌱 Starter AI Agents

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)

🚀 Advanced AI Agents

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

🎮 Autonomous Game-Playing Agents

Agents that play games end-to-end - reasoning, strategy, and action.

* 🎮 AI 3D Pygame Agent
* ♜ AI Chess Agent
* 🎲 AI Tic-Tac-Toe Agent

🤝 Multi-agent Teams

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

🗣️ Voice AI Agents

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

♾️ MCP AI Agents

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

📀 RAG (Retrieval Augmented Generation)

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

🧩 Awesome Agent Skills

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

<details>
<summary>📋 Browse all 19 skills</summary>

| 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 |

</details>

💾 LLM Apps with Memory Tutorials

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

💬 Chat with X Tutorials

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

🎯 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 Tutorials

End-to-end fine-tuning recipes for open-source models.

* Gemma 3 Fine-tuning
* Llama 3.2 Fine-tuning

🧑‍🏫 AI Agent Framework Crash Course

Deep-dive tutorials on the major agent frameworks.

Google ADK Crash Course
- 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

🙏 Built by

Created and maintained by <a href="https://twitter.com/Saboo_Shubham_">Shubham Saboo</a> with contributions from the amazing community members.

⭐ Star History

![Star History Chart](https://star-history.com/#Shubhamsaboo/awesome-llm-apps&Date)

🌟 Don't miss future drops - star the repo to get notified when new templates ship.

📜 License

Apache-2.0. See LICENSE. Fork it, ship it, sell it.

Repository: Shubhamsaboo/awesome-llm-apps

Stars: 106064

README.md Copy Chapter

🌟 Awesome LLM Apps

💡 Why this exists Copy Chapter

🚀 Quick Start Copy Chapter

🔥 Featured This Month Copy Chapter

📑 Table of Contents Copy Chapter

📂 Featured AI Projects Copy Chapter

🌱 Starter AI Agents Copy Section

🚀 Advanced AI Agents Copy Section

🎮 Autonomous Game-Playing Agents Copy Section

🤝 Multi-agent Teams Copy Section

🗣️ Voice AI Agents Copy Section

♾️ MCP AI Agents Copy Section

📀 RAG (Retrieval Augmented Generation) Copy Section

🧩 Awesome Agent Skills Copy Section

💾 LLM Apps with Memory Tutorials Copy Section

💬 Chat with X Tutorials Copy Section

🎯 LLM Optimization Tools Copy Section

🔧 LLM Fine-tuning Tutorials Copy Section

🧑‍🏫 AI Agent Framework Crash Course Copy Section

🙏 Built by Copy Chapter

⭐ Star History Copy Chapter

📜 License Copy Chapter