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Shubhamsaboo / awesome-llm-apps

Collection of awesome LLM apps with AI Agents and RAG using OpenAI, Anthropic, Gemini and opensource models.

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🌟 Awesome LLM Apps

A curated collection of Awesome LLM apps built with RAG, AI Agents, Multi-agent Teams, MCP, Voice Agents, and more. This repository features LLM apps that use models from <img src="https://cdn.jsdelivr.net/npm/simple-icons@15/icons/openai.svg" alt="openai logo" width="25" height="15">OpenAI , <img src="https://cdn.simpleicons.org/anthropic" alt="anthropic logo" width="25" height="15">Anthropic, <img src="https://cdn.simpleicons.org/googlegemini" alt="google logo" width="25" height="18">Google, <img src="https://cdn.simpleicons.org/x" alt="X logo" width="25" height="15">xAI and open-source models like <img src="https://cdn.simpleicons.org/alibabacloud" alt="alibaba logo" width="25" height="15">Qwen or <img src="https://cdn.simpleicons.org/meta" alt="meta logo" width="25" height="15">Llama that you can run locally on your computer.

<p align="center"> <a href="https://trendshift.io/repositories/9876" target="_blank"> <img src="https://trendshift.io/api/badge/repositories/9876" alt="Shubhamsaboo%2Fawesome-llm-apps | Trendshift" style="width: 250px; height: 55px;" /> </a> </p>

🤔 Why Awesome LLM Apps?

  • 💡 Discover practical and creative ways LLMs can be applied across different domains, from code repositories to email inboxes and more.
  • 🔥 Explore apps that combine LLMs from OpenAI, Anthropic, Gemini, and open-source alternatives with AI Agents, Agent Teams, MCP & RAG.
  • 🎓 Learn from well-documented projects and contribute to the growing open-source ecosystem of LLM-powered applications.

🙏 Thanks to our sponsors

<table align="center" cellpadding="16" cellspacing="12"> <tr> <td align="center"> <a href="https://github.com/tinyfish-io/tinyfish-cookbook" target="_blank" rel="noopener" title="TinyFish"> <img src="docs/banner/sponsors/tinyfish.png" alt="TinyFish" width="500"> </a> <br> <a href="https://github.com/tinyfish-io/tinyfish-cookbook" target="_blank" rel="noopener" style="text-decoration: none; color: #333; font-weight: bold; font-size: 18px;"> TinyFish </a> </td> <td align="center"> <a href="https://tsdb.co/shubham-gh" target="_blank" rel="noopener" title="Tiger Data"> <img src="docs/banner/sponsors/tigerdata.png" alt="Tiger Data" width="500"> </a> <br> <a href="https://tsdb.co/shubham-gh" target="_blank" rel="noopener" style="text-decoration: none; color: #333; font-weight: bold; font-size: 18px;"> Tiger Data MCP </a> </td> </tr> <tr> <td align="center"> <a href="https://github.com/speechmatics/speechmatics-academy" target="_blank" rel="noopener" title="Speechmatics"> <img src="docs/banner/sponsors/speechmatics.png" alt="Speechmatics" width="500"> </a> <br> <a href="https://github.com/speechmatics/speechmatics-academy" target="_blank" rel="noopener" style="text-decoration: none; color: #333; font-weight: bold; font-size: 18px;"> Speechmatics </a> </td> <td align="center"> <a href="https://sponsorunwindai.com/" title="Become a Sponsor"> <img src="docs/banner/sponsor_awesome_llm_apps.png" alt="Become a Sponsor" width="500"> </a> <br> <a href="https://sponsorunwindai.com/" style="text-decoration: none; color: #333; font-weight: bold; font-size: 18px;"> Become a Sponsor </a> </td> </tr> </table>

📂 Featured AI Projects

AI Agents

🌱 Starter AI Agents

🚀 Advanced AI Agents

🎮 Autonomous Game Playing Agents

🤝 Multi-agent Teams

🗣️ Voice AI Agents

<img src="https://cdn.simpleicons.org/modelcontextprotocol" alt="mcp logo" width="25" height="20"> MCP AI Agents

📀 RAG (Retrieval Augmented Generation)

💾 LLM Apps with Memory Tutorials

💬 Chat with X Tutorials

🎯 LLM Optimization Tools

🔧 LLM Fine-tuning Tutorials

  • <img src="https://cdn.simpleicons.org/google" alt="google logo" width="20" height="15"> Gemma 3 Fine-tuning
  • <img src="https://cdn.simpleicons.org/meta" alt="meta logo" width="25" height="15"> Llama 3.2 Fine-tuning

🧑‍🏫 AI Agent Framework Crash Course

<img src="https://cdn.simpleicons.org/google" alt="google logo" width="25" height="15"> 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

<img src="https://cdn.jsdelivr.net/npm/simple-icons@15/icons/openai.svg" alt="openai logo" width="25" height="15"> 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

🚀 Getting Started

  1. Clone the repository

    git clone https://github.com/Shubhamsaboo/awesome-llm-apps.git

  2. Navigate to the desired project directory

    cd awesome-llm-apps/starter_ai_agents/ai_travel_agent

  3. Install the required dependencies

    pip install -r requirements.txt

  4. Follow the project-specific instructions in each project's README.md file to set up and run the app.

<img src="https://cdn.simpleicons.org/github" alt="github logo" width="25" height="20"> Thank You, Community, for the Support! 🙏

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🌟 Don’t miss out on future updates! Star the repo now and be the first to know about new and exciting LLM apps with RAG and AI Agents.