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Shubham Saboo 56d87e6980 Merge pull request #407 from bibinprathap/knowledge-graph-rag 
Add Knowledge Graph RAG with Verifiable Citations example
2026-02-16 22:48:55 -08:00

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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.
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## 🤔 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
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## 📂 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/)
* [🔄 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 Scraping AI Agent (Local & Cloud SDK)](starter_ai_agents/web_scrapping_ai_agent/)
### 🚀 Advanced AI Agents
* [🏚️ 🍌 AI Home Renovation Agent with Nano Banana Pro](advanced_ai_agents/multi_agent_apps/ai_home_renovation_agent)
* [🔍 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 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)
### 🎮 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/)
* [🧭 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
* [🗣️ 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/)
* [🎙️ OpenSource Voice Dictation Agent (like Wispr Flow](https://github.com/akshayaggarwal99/jarvis-ai-assistant)
### <img src="https://cdn.simpleicons.org/modelcontextprotocol" alt="mcp logo" width="25" height="20"> 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/)
* [🕸️ Knowledge Graph RAG with Citations](rag_tutorials/knowledge_graph_rag_citations/)
### 💾 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 Optimization Tools
* [🎯 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% through intelligent context compression for AI agents (includes persistent memory & MCP support)
### 🔧 LLM Fine-tuning Tutorials
* <img src="https://cdn.simpleicons.org/google" alt="google logo" width="20" height="15"> [Gemma 3 Fine-tuning](advanced_llm_apps/llm_finetuning_tutorials/gemma3_finetuning/)
* <img src="https://cdn.simpleicons.org/meta" alt="meta logo" width="25" height="15"> [Llama 3.2 Fine-tuning](advanced_llm_apps/llm_finetuning_tutorials/llama3.2_finetuning/)
### 🧑‍🏫 AI Agent Framework Crash Course
<img src="https://cdn.simpleicons.org/google" alt="google logo" width="25" height="15"> [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
<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](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.
### <img src="https://cdn.simpleicons.org/github" alt="github logo" width="25" height="20"> 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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