# 🌟 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 Unwind AI
Works with Claude · Gemini · OpenAI · xAI · Qwen · Llama

🚀 Quick Start 📂 Browse Templates 📚 Step-by-Step Tutorials

--- ## 💡 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](https://www.theunwindai.com). - 💸 **Apache-2.0** - fork it, ship it, sell it. No paywall, no signup, no telemetry. > ⭐ **If this saves you time, [star the repo](https://github.com/Shubhamsaboo/awesome-llm-apps/stargazers) - 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 | |---|---|---| | [🛡️ Insurance Claim Live Agent Team](voice_ai_agents/insurance_claim_live_agent_team/) | Real-time voice claim intake with Gemini Live and ADK | Voice + ADK | | [🏠 Home Renovation Agent](advanced_ai_agents/multi_agent_apps/ai_home_renovation_agent) | Photo → AI redesign with Nano Banana Pro | Vision + Multi-agent | | [♾️ Self-Improving Agent Skills](awesome_agent_skills/self-improving-agent-skills/) | Automatically optimize agent skills using Gemini and ADK | Agent Skills + ADK | > 📬 [Subscribe on Unwind AI](https://www.theunwindai.com) to get new template drops + tutorials in your inbox. ## 📑 Table of Contents

13 categories · Click to expand

- [🌱 Starter AI Agents](#-starter-ai-agents) - [🚀 Advanced AI Agents](#-advanced-ai-agents) - [🎮 Autonomous Game-Playing Agents](#-autonomous-game-playing-agents) - [🤝 Multi-agent Teams](#-multi-agent-teams) - [🗣️ Voice AI Agents](#️-voice-ai-agents) - [♾️ MCP AI Agents](#-mcp-ai-agents) - [📀 RAG Tutorials](#-rag-retrieval-augmented-generation) - [🧩 Awesome Agent Skills](#-awesome-agent-skills) - [💾 LLM Apps with Memory](#-llm-apps-with-memory-tutorials) - [💬 Chat with X Tutorials](#-chat-with-x-tutorials) - [🎯 LLM Optimization Tools](#-llm-optimization-tools) - [🔧 LLM Fine-tuning Tutorials](#-llm-fine-tuning-tutorials) - [🧑‍🏫 AI Agent Framework Crash Courses](#-ai-agent-framework-crash-course)

## 📂 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](starter_ai_agents/ai_blog_to_podcast_agent/) * [❤️‍🩹 AI Breakup Recovery Agent](starter_ai_agents/ai_breakup_recovery_agent/) * [📊 AI Data Analysis Agent](starter_ai_agents/ai_data_analysis_agent/) * [🩻 AI Medical Imaging Agent](starter_ai_agents/ai_medical_imaging_agent/) * [😂 AI Meme Generator Agent (Browser)](starter_ai_agents/ai_meme_generator_agent_browseruse/) * [🎵 AI Music Generator Agent](starter_ai_agents/ai_music_generator_agent/) * [🛫 AI Travel Agent (Local & Cloud)](starter_ai_agents/ai_travel_agent/) * [✨ Gemini Multimodal Agent](starter_ai_agents/gemini_multimodal_agent_demo/) * [🔄 Mixture of Agents](starter_ai_agents/mixture_of_agents/) * [📊 xAI Finance Agent](starter_ai_agents/xai_finance_agent/) * [🔍 OpenAI Research Agent](starter_ai_agents/openai_research_agent/) * [🕸️ Web Scraping AI Agent (Local & Cloud SDK)](starter_ai_agents/web_scraping_ai_agent/) ### 🚀 Advanced AI Agents *Production-style agents with tools, memory, and multi-step reasoning.* * [🏚️ 🍌 AI Home Renovation Agent with Nano Banana Pro](advanced_ai_agents/multi_agent_apps/ai_home_renovation_agent) * [🧠 DevPulse AI - Multi-Agent Signal Intelligence](advanced_ai_agents/multi_agent_apps/devpulse_ai/) * [🔍 AI Deep Research Agent](advanced_ai_agents/single_agent_apps/ai_deep_research_agent/) * [📊 AI VC Due Diligence Agent Team](advanced_ai_agents/multi_agent_apps/agent_teams/ai_vc_due_diligence_agent_team) * [🔬 AI Research Planner & Executor (Google Interactions API)](advanced_ai_agents/single_agent_apps/research_agent_gemini_interaction_api) * [🤝 AI Consultant Agent](advanced_ai_agents/single_agent_apps/ai_consultant_agent) * [🏗️ AI System Architect Agent](advanced_ai_agents/single_agent_apps/ai_system_architect_r1/) * [💰 AI Financial Coach Agent](advanced_ai_agents/multi_agent_apps/ai_financial_coach_agent/) * [🎬 AI Movie Production Agent](advanced_ai_agents/single_agent_apps/ai_movie_production_agent/) * [📈 AI Investment Agent](advanced_ai_agents/single_agent_apps/ai_investment_agent/) * [🏋️‍♂️ AI Health & Fitness Agent](advanced_ai_agents/single_agent_apps/ai_health_fitness_agent/) * [🚀 AI Product Launch Intelligence Agent](advanced_ai_agents/multi_agent_apps/product_launch_intelligence_agent) * [🔍 AI Fraud Investigation Agent](advanced_ai_agents/single_agent_apps/ai_fraud_investigation_agent/) * [🗞️ AI Journalist Agent](advanced_ai_agents/single_agent_apps/ai_journalist_agent/) * [🧠 AI Mental Wellbeing Agent](advanced_ai_agents/multi_agent_apps/ai_mental_wellbeing_agent/) * [📑 AI Meeting Agent](advanced_ai_agents/single_agent_apps/ai_meeting_agent/) * [🧬 AI Self-Evolving Agent](advanced_ai_agents/multi_agent_apps/ai_self_evolving_agent/) * [👨🏻‍💼 AI Sales Intelligence Agent Team](advanced_ai_agents/multi_agent_apps/agent_teams/ai_sales_intelligence_agent_team) * [🎧 AI Social Media News and Podcast Agent](advanced_ai_agents/multi_agent_apps/ai_news_and_podcast_agents/) * [🌐 Openwork - Open Browser Automation Agent](https://github.com/accomplish-ai/openwork) _{↗ external} * [🛡️ Trust-Gated Multi-Agent Research Team](advanced_ai_agents/multi_agent_apps/trust_gated_agent_team/) ### 🎮 Autonomous Game-Playing Agents *Agents that play games end-to-end - reasoning, strategy, and action.* * [🎮 AI 3D Pygame Agent](advanced_ai_agents/autonomous_game_playing_agent_apps/ai_3dpygame_r1/) * [♜ AI Chess Agent](advanced_ai_agents/autonomous_game_playing_agent_apps/ai_chess_agent/) * [🎲 AI Tic-Tac-Toe Agent](advanced_ai_agents/autonomous_game_playing_agent_apps/ai_tic_tac_toe_agent/) ### 🤝 Multi-agent Teams *Multiple agents collaborating to accomplish complex, cross-domain tasks.* * [🧲 AI Competitor Intelligence Agent Team](advanced_ai_agents/multi_agent_apps/agent_teams/ai_competitor_intelligence_agent_team/) * [💲 AI Finance Agent Team](advanced_ai_agents/multi_agent_apps/agent_teams/ai_finance_agent_team/) * [🎨 AI Game Design Agent Team](advanced_ai_agents/multi_agent_apps/agent_teams/ai_game_design_agent_team/) * [🧭 AG2 Adaptive Research Team](advanced_ai_agents/multi_agent_apps/agent_teams/ag2_adaptive_research_team/) * [👨‍⚖️ AI Legal Agent Team (Cloud & Local)](advanced_ai_agents/multi_agent_apps/agent_teams/ai_legal_agent_team/) * [💼 AI Recruitment Agent Team](advanced_ai_agents/multi_agent_apps/agent_teams/ai_recruitment_agent_team/) * [🏠 AI Real Estate Agent Team](advanced_ai_agents/multi_agent_apps/agent_teams/ai_real_estate_agent_team) * [👨‍💼 AI Services Agency (CrewAI)](advanced_ai_agents/multi_agent_apps/agent_teams/ai_services_agency/) * [👨‍🏫 AI Teaching Agent Team](advanced_ai_agents/multi_agent_apps/agent_teams/ai_teaching_agent_team/) * [💻 Multimodal Coding Agent Team](advanced_ai_agents/multi_agent_apps/agent_teams/multimodal_coding_agent_team/) * [✨ Multimodal Design Agent Team](advanced_ai_agents/multi_agent_apps/agent_teams/multimodal_design_agent_team/) * [🎨 🍌 Multimodal UI/UX Feedback Agent Team with Nano Banana](advanced_ai_agents/multi_agent_apps/agent_teams/multimodal_uiux_feedback_agent_team/) * [🌏 AI Travel Planner Agent Team](/advanced_ai_agents/multi_agent_apps/agent_teams/ai_travel_planner_agent_team/) ### 🗣️ Voice AI Agents *Speech-in, speech-out agents using real-time voice APIs.* * [🗣️ AI Audio Tour Agent](voice_ai_agents/ai_audio_tour_agent/) * [📞 Customer Support Voice Agent](voice_ai_agents/customer_support_voice_agent/) * [🛡️ Insurance Claim Live Agent Team](voice_ai_agents/insurance_claim_live_agent_team/) * [🔊 Voice RAG Agent (OpenAI SDK)](voice_ai_agents/voice_rag_openaisdk/) * [🎙️ OpenSource Voice Dictation Agent (Wispr Flow clone)](https://github.com/akshayaggarwal99/jarvis-ai-assistant) _{↗ external} ### ♾️ MCP AI Agents *Agents that connect to external tools and data via Model Context Protocol.* * [♾️ Browser MCP Agent](mcp_ai_agents/browser_mcp_agent/) * [🐙 GitHub MCP Agent](mcp_ai_agents/github_mcp_agent/) * [📑 Notion MCP Agent](mcp_ai_agents/notion_mcp_agent) * [🌍 AI Travel Planner MCP Agent](mcp_ai_agents/ai_travel_planner_mcp_agent_team) * [🔀 Multi-MCP Agent Router](mcp_ai_agents/multi_mcp_agent_router/) ### 📀 RAG (Retrieval Augmented Generation) *Retrieval pipelines - from simple chains to agentic and multi-source.* * [🔥 Agentic RAG with Embedding Gemma](rag_tutorials/agentic_rag_embedding_gemma) * [🧐 Agentic RAG with Reasoning](rag_tutorials/agentic_rag_with_reasoning/) * [📰 AI Blog Search (RAG)](rag_tutorials/ai_blog_search/) * [🔍 Autonomous RAG](rag_tutorials/autonomous_rag/) * [🔄 Contextual AI RAG Agent](rag_tutorials/contextualai_rag_agent/) * [🔄 Corrective RAG (CRAG)](rag_tutorials/corrective_rag/) * [🐋 Deepseek Local RAG Agent](rag_tutorials/deepseek_local_rag_agent/) * [🤔 Gemini Agentic RAG](rag_tutorials/gemini_agentic_rag/) * [👀 Hybrid Search RAG (Cloud)](rag_tutorials/hybrid_search_rag/) * [🔄 Llama 3.1 Local RAG](rag_tutorials/llama3.1_local_rag/) * [🖥️ Local Hybrid Search RAG](rag_tutorials/local_hybrid_search_rag/) * [🦙 Local RAG Agent](rag_tutorials/local_rag_agent/) * [🧩 RAG-as-a-Service](rag_tutorials/rag-as-a-service/) * [✨ RAG Agent with Cohere](rag_tutorials/rag_agent_cohere/) * [⛓️ Basic RAG Chain](rag_tutorials/rag_chain/) * [📠 RAG with Database Routing](rag_tutorials/rag_database_routing/) * [🖼️ Vision RAG](rag_tutorials/vision_rag/) * [🩺 RAG Failure Diagnostics Clinic](rag_tutorials/rag_failure_diagnostics_clinic/) * [🕸️ Knowledge Graph RAG with Citations](rag_tutorials/knowledge_graph_rag_citations/) ### 🧩 Awesome Agent Skills *Ready-to-use agent skill files you can plug into any AI agent or LLM workflow.* * [♾️ Self-Improving Agent Skills](awesome_agent_skills/self-improving-agent-skills/) - Automatically optimize agent skills using Gemini and ADK

📋 Browse all 19 skills

| Skill | Description | |---|---| | [🎓 Academic Researcher](awesome_agent_skills/academic-researcher/) | Literature reviews, paper analysis, citation management | | [🔍 Code Reviewer](awesome_agent_skills/code-reviewer/) | Automated code review with best-practice checks | | [✍️ Content Creator](awesome_agent_skills/content-creator/) | Blog posts, social media, marketing copy | | [📊 Data Analyst](awesome_agent_skills/data-analyst/) | Data exploration, statistical analysis, insights | | [🐛 Debugger](awesome_agent_skills/debugger/) | Systematic bug hunting and root-cause analysis | | [🤔 Decision Helper](awesome_agent_skills/decision-helper/) | Structured decision frameworks and trade-off analysis | | [🔬 Deep Research](awesome_agent_skills/deep-research/) | Multi-source research with synthesis | | [📝 Editor](awesome_agent_skills/editor/) | Proofreading, style, and clarity improvements | | [📧 Email Drafter](awesome_agent_skills/email-drafter/) | Professional email composition | | [✅ Fact Checker](awesome_agent_skills/fact-checker/) | Claim verification and source validation | | [💻 Fullstack Developer](awesome_agent_skills/fullstack-developer/) | End-to-end web app development | | [📋 Meeting Notes](awesome_agent_skills/meeting-notes/) | Meeting summaries, action items, follow-ups | | [📅 Project Planner](awesome_agent_skills/project-planner/) | Roadmaps, milestones, resource planning | | [🐍 Python Expert](awesome_agent_skills/python-expert/) | Pythonic code, packaging, performance | | [🏃 Sprint Planner](awesome_agent_skills/sprint-planner/) | Agile sprint planning and backlog grooming | | [🧭 Strategy Advisor](awesome_agent_skills/strategy-advisor/) | Business strategy and competitive analysis | | [📖 Technical Writer](awesome_agent_skills/technical-writer/) | Documentation, API docs, guides | | [🎨 UX Designer](awesome_agent_skills/ux-designer/) | UI/UX design feedback and wireframes | | [📈 Visualization Expert](awesome_agent_skills/visualization-expert/) | Charts, dashboards, data storytelling |

### 💾 LLM Apps with Memory Tutorials *Agents and chatbots that remember conversations and user state across sessions.* * [💾 AI ArXiv Agent with Memory](advanced_llm_apps/llm_apps_with_memory_tutorials/ai_arxiv_agent_memory/) * [🛩️ AI Travel Agent with Memory](advanced_llm_apps/llm_apps_with_memory_tutorials/ai_travel_agent_memory/) * [💬 Llama3 Stateful Chat](advanced_llm_apps/llm_apps_with_memory_tutorials/llama3_stateful_chat/) * [📝 LLM App with Personalized Memory](advanced_llm_apps/llm_apps_with_memory_tutorials/llm_app_personalized_memory/) * [🗄️ Local ChatGPT Clone with Memory](advanced_llm_apps/llm_apps_with_memory_tutorials/local_chatgpt_with_memory/) * [🧠 Multi-LLM Application with Shared Memory](advanced_llm_apps/llm_apps_with_memory_tutorials/multi_llm_memory/) ### 💬 Chat with X Tutorials *Turn any data source into a chat interface.* * [💬 Chat with GitHub (GPT & Llama3)](advanced_llm_apps/chat_with_X_tutorials/chat_with_github/) * [📨 Chat with Gmail](advanced_llm_apps/chat_with_X_tutorials/chat_with_gmail/) * [📄 Chat with PDF (GPT & Llama3)](advanced_llm_apps/chat_with_X_tutorials/chat_with_pdf/) * [📚 Chat with Research Papers (ArXiv) (GPT & Llama3)](advanced_llm_apps/chat_with_X_tutorials/chat_with_research_papers/) * [📝 Chat with Substack](advanced_llm_apps/chat_with_X_tutorials/chat_with_substack/) * [📽️ Chat with YouTube Videos](advanced_llm_apps/chat_with_X_tutorials/chat_with_youtube_videos/) ### 🎯 LLM Optimization Tools *Reduce token usage, context size, and API cost without losing quality.* * [🎯 Toonify Token Optimization](advanced_llm_apps/llm_optimization_tools/toonify_token_optimization/) - Reduce LLM API costs by 30–60% using TOON format * [🧠 Headroom Context Optimization](advanced_llm_apps/llm_optimization_tools/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](advanced_llm_apps/llm_finetuning_tutorials/gemma3_finetuning/) * [Llama 3.2 Fine-tuning](advanced_llm_apps/llm_finetuning_tutorials/llama3.2_finetuning/) ### 🧑‍🏫 AI Agent Framework Crash Course *Deep-dive tutorials on the major agent frameworks.* [Google ADK Crash Course](ai_agent_framework_crash_course/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](ai_agent_framework_crash_course/openai_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 Shubham Saboo with contributions from the amazing community members.

## ⭐ Star History [![Star History Chart](https://api.star-history.com/svg?repos=Shubhamsaboo/awesome-llm-apps&type=Date)](https://star-history.com/#Shubhamsaboo/awesome-llm-apps&Date) > 🌟 **Don't miss future drops - [star the repo](https://github.com/Shubhamsaboo/awesome-llm-apps) to get notified when new templates ship.** ## 📜 License Apache-2.0. See [LICENSE](LICENSE). Fork it, ship it, sell it.