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

Collection of awesome LLM apps with RAG using OpenAI, Anthropic, Gemini and opensource models.
https://github.com/Shubhamsaboo/awesome-llm-apps

llms python rag

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

Host: GitHub
URL: https://github.com/Shubhamsaboo/awesome-llm-apps
Owner: Shubhamsaboo
License: apache-2.0
Created: 2024-04-29T05:30:25.000Z (over 1 year ago)
Default Branch: main
Last Pushed: 2025-01-02T01:19:32.000Z (11 months ago)
Last Synced: 2025-01-02T04:15:18.868Z (11 months ago)
Topics: llms, python, rag
Language: Python
Homepage: https://www.theunwindai.com
Size: 88 MB
Stars: 10,728
Watchers: 146
Forks: 1,113
Open Issues: 11
Metadata Files:
- Readme: README.md
- License: LICENSE

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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 **OpenAI** , **Anthropic**, **Google**, **xAI** and open-source models like **Qwen** or  **Llama** that you can run locally on your computer.



  

    

  



## 🤔 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

  

    

      

        

      

      


      

        Unblocked

      

    

    

      

        

      

      


      

        Become a Sponsor

      

    

  

## 📂 Featured AI Projects

### AI Agents

### 🌱 Starter AI Agents

*   [🎙️ 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/)

*   [🌐 Local News Agent (OpenAI Swarm)](starter_ai_agents/local_news_agent_openai_swarm/)

*   [🔄 Mixture of Agents](starter_ai_agents/mixture_of_agents/)

*   [📊 xAI Finance Agent](starter_ai_agents/xai_finance_agent/)

*   [🔍 OpenAI Research Agent](starter_ai_agents/opeani_research_agent/)

*   [🕸️ Web Scrapping AI Agent (Local & Cloud)](starter_ai_agents/web_scrapping_ai_agent/)

### 🚀 Advanced AI Agents

*   [🔍 AI Deep Research Agent](advanced_ai_agents/single_agent_apps/ai_deep_research_agent/)

*   [🤝 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 Lead Generation Agent](advanced_ai_agents/single_agent_apps/ai_lead_generation_agent/)

*   [💰 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 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 Social Media News and Podcast Agent](advanced_ai_agents/multi_agent_apps/ai_news_and_podcast_agents/)

### 🎮 Autonomous Game Playing Agents

*   [🎮 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

*   [🧲 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/)

*   [👨‍⚖️ 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/)

*   [🌏 AI Travel Planner Agent Team](/advanced_ai_agents/multi_agent_apps/agent_teams/ai_travel_planner_agent_team/)

### 🗣️ Voice AI Agents

*   [🗣️ AI Audio Tour Agent](voice_ai_agents/ai_audio_tour_agent/)

*   [📞 Customer Support Voice Agent](voice_ai_agents/customer_support_voice_agent/)

*   [🔊 Voice RAG Agent (OpenAI SDK)](voice_ai_agents/voice_rag_openaisdk/)

###  MCP AI Agents 

*   [♾️ 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)

### 📀 RAG (Retrieval Augmented Generation)

*   [🔥 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/)

### 💾 LLM Apps with Memory Tutorials

*   [💾 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

*   [💬 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 Fine-tuning Tutorials

*  [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

 [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

## 🚀 Getting Started

1. **Clone the repository** 

    ```bash 

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

    ```

2. **Navigate to the desired project directory**

    ```bash 

    cd awesome-llm-apps/starter_ai_agents/ai_travel_agent

    ```

3. **Install the required dependencies**

    ```bash

    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.

## 🤝 Contributing to Open Source

Contributions are welcome! If you have any ideas, improvements, or new apps to add, please create a new [GitHub Issue](https://github.com/Shubhamsaboo/awesome-llm-apps/issues) or submit a pull request. Make sure to follow the existing project structure and include a detailed `README.md` for each new app.

###  Thank You, Community, for the Support! 🙏

[![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 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.**

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