Amazing LLM Apps

agentchains.com

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Amazing LLM Apps

A curated collection of production-ready LLM applications built with RAG, AI Agents, Multi-agent Teams, MCP, and Voice Agents. Supports OpenAI, Anthropic, Google, xAI, Qwen, and Llama (local).

> Based on awesome-llm-apps by Shubham Saboo (Apache 2.0)

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Table of Contents

• [Starter AI Agents](#starter-ai-agents)
• [Advanced AI Agents](#advanced-ai-agents)
• [Game Playing Agents](#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)
• [LLM Apps with Memory](#llm-apps-with-memory)
• [Chat with X](#chat-with-x)
• [Optimization Tools](#optimization-tools)
• [Fine-tuning](#fine-tuning)
• [Framework Crash Courses](#framework-crash-courses)
• [Getting Started](#getting-started)

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Starter AI Agents

| Project | Description | |---------|-------------| | [Blog to Podcast Agent](starteraiagents/aiblogtopodcastagent/) | Convert blog posts into podcast audio | | [Breakup Recovery Agent](starteraiagents/aibreakuprecoveryagent/) | Emotional support and recovery guidance | | [Data Analysis Agent](starteraiagents/aidataanalysisagent/) | Automated data analysis and insights | | [Medical Imaging Agent](starteraiagents/aimedicalimagingagent/) | Medical image analysis | | [Meme Generator Agent](starteraiagents/aimemegeneratoragentbrowseruse/) | Browser-based meme generation | | [Music Generator Agent](starteraiagents/aimusicgeneratoragent/) | AI-powered music creation | | [Travel Agent](starteraiagents/aitravelagent/) | Local and cloud travel planning | | [Gemini Multimodal Agent](starteraiagents/geminimultimodalagentdemo/) | Multimodal capabilities with Gemini | | [Mixture of Agents](starteraiagents/mixtureofagents/) | Multiple agent orchestration | | [xAI Finance Agent](starteraiagents/xaifinanceagent/) | Financial analysis with xAI | | [OpenAI Research Agent](starteraiagents/openairesearchagent/) | Research automation with OpenAI | | [Web Scraping Agent](starteraiagents/webscrapingaiagent/) | Local and cloud web scraping |

Advanced AI Agents

| Project | Description | |---------|-------------| | [Home Renovation Agent](advancedaiagents/multiagentapps/aihomerenovationagent) | Home renovation planning | | [DevPulse AI](advancedaiagents/multiagentapps/devpulseai/) | Multi-agent signal intelligence | | [Deep Research Agent](advancedaiagents/singleagentapps/aideepresearchagent/) | Deep research automation | | [VC Due Diligence Team](advancedaiagents/multiagentapps/agentteams/aivcduediligenceagentteam) | VC due diligence analysis | | [Research Planner](advancedaiagents/singleagentapps/researchagentgeminiinteractionapi) | Google Interactions API research | | [Consultant Agent](advancedaiagents/singleagentapps/aiconsultantagent) | Consulting and advisory | | [System Architect Agent](advancedaiagents/singleagentapps/aisystemarchitectr1/) | System architecture design | | [Financial Coach Agent](advancedaiagents/multiagentapps/aifinancialcoachagent/) | Financial coaching and planning | | [Movie Production Agent](advancedaiagents/singleagentapps/aimovieproductionagent/) | Movie production planning | | [Investment Agent](advancedaiagents/singleagentapps/aiinvestmentagent/) | Investment analysis | | [Health & Fitness Agent](advancedaiagents/singleagentapps/aihealthfitnessagent/) | Health and fitness coaching | | [Product Launch Intelligence](advancedaiagents/multiagentapps/productlaunchintelligenceagent) | Product launch analysis | | [Journalist Agent](advancedaiagents/singleagentapps/aijournalistagent/) | Automated journalism | | [Mental Wellbeing Agent](advancedaiagents/multiagentapps/aimentalwellbeingagent/) | Mental health support | | [Meeting Agent](advancedaiagents/singleagentapps/aimeetingagent/) | Meeting management | | [Self-Evolving Agent](advancedaiagents/multiagentapps/aiselfevolvingagent/) | Self-improving agent system | | [Sales Intelligence Team](advancedaiagents/multiagentapps/agentteams/aisalesintelligenceagentteam) | Sales intelligence | | [News & Podcast Agent](advancedaiagents/multiagentapps/ainewsandpodcast_agents/) | Social media news processing |

Game Playing Agents

| Project | Description | |---------|-------------| | [3D Pygame Agent](advancedaiagents/autonomousgameplayingagentapps/ai3dpygamer1/) | 3D game playing with AI | | [Chess Agent](advancedaiagents/autonomousgameplayingagentapps/aichessagent/) | Chess playing AI | | [Tic-Tac-Toe Agent](advancedaiagents/autonomousgameplayingagentapps/aitictactoeagent/) | Tic-tac-toe AI |

Multi-agent Teams

| Project | Description | |---------|-------------| | [Competitor Intelligence](advancedaiagents/multiagentapps/agentteams/aicompetitorintelligenceagentteam/) | Competitive analysis | | [Finance Agent Team](advancedaiagents/multiagentapps/agentteams/aifinanceagentteam/) | Financial analysis team | | [Game Design Team](advancedaiagents/multiagentapps/agentteams/aigamedesignagentteam/) | Game design collaboration | | [AG2 Adaptive Research](advancedaiagents/multiagentapps/agentteams/ag2adaptiveresearchteam/) | Adaptive research | | [Legal Agent Team](advancedaiagents/multiagentapps/agentteams/ailegalagentteam/) | Legal analysis (cloud and local) | | [Recruitment Agent Team](advancedaiagents/multiagentapps/agentteams/airecruitmentagentteam/) | Recruitment automation | | [Real Estate Agent Team](advancedaiagents/multiagentapps/agentteams/airealestateagentteam) | Real estate analysis | | [Services Agency (CrewAI)](advancedaiagents/multiagentapps/agentteams/aiservicesagency/) | CrewAI-powered services | | [Teaching Agent Team](advancedaiagents/multiagentapps/agentteams/aiteachingagentteam/) | Educational AI team | | [Coding Agent Team](advancedaiagents/multiagentapps/agentteams/multimodalcodingagentteam/) | Multimodal code generation | | [Design Agent Team](advancedaiagents/multiagentapps/agentteams/multimodaldesignagentteam/) | Design collaboration | | [UI/UX Feedback Team](advancedaiagents/multiagentapps/agentteams/multimodaluiuxfeedbackagentteam/) | UI/UX feedback | | [Travel Planner Team](advancedaiagents/multiagentapps/agentteams/aitravelplanneragentteam/) | Travel planning team |

Voice AI Agents

| Project | Description | |---------|-------------| | [Audio Tour Agent](voiceaiagents/aiaudiotouragent/) | Audio-guided tours | | [Customer Support Voice Agent](voiceaiagents/customersupportvoiceagent/) | Voice-based customer support | | [Voice RAG Agent](voiceaiagents/voiceragopenaisdk/) | Voice RAG with OpenAI SDK |

MCP AI Agents

| Project | Description | |---------|-------------| | [Browser MCP Agent](mcpaiagents/browsermcpagent/) | Browser automation via MCP | | [GitHub MCP Agent](mcpaiagents/githubmcpagent/) | GitHub operations via MCP | | [Notion MCP Agent](mcpaiagents/notionmcpagent) | Notion integration via MCP | | [Travel Planner MCP Agent](mcpaiagents/aitravelplannermcpagentteam) | Travel planning via MCP | | [Multi-MCP Agent Router](mcpaiagents/multimcpagentrouter/) | Route across multiple MCP servers |

RAG (Retrieval Augmented Generation)

| Project | Description | |---------|-------------| | [Agentic RAG + Gemma](ragtutorials/agenticragembeddinggemma) | Agentic RAG with Gemma embeddings | | [Agentic RAG + Reasoning](ragtutorials/agenticragwithreasoning/) | Reasoning-enhanced RAG | | [Blog Search RAG](ragtutorials/aiblogsearch/) | Blog content search | | [Autonomous RAG](ragtutorials/autonomousrag/) | Self-directing RAG | | [Contextual AI RAG](ragtutorials/contextualairagagent/) | Context-aware RAG | | [Corrective RAG](ragtutorials/correctiverag/) | Self-correcting retrieval | | [Deepseek Local RAG](ragtutorials/deepseeklocalragagent/) | Local RAG with Deepseek | | [Gemini Agentic RAG](ragtutorials/geminiagenticrag/) | Agentic RAG with Gemini | | [Hybrid Search RAG](ragtutorials/hybridsearchrag/) | Cloud hybrid search | | [Llama 3.1 Local RAG](ragtutorials/llama3.1localrag/) | Local RAG with Llama 3.1 | | [Local Hybrid Search RAG](ragtutorials/localhybridsearchrag/) | Local hybrid search | | [Local RAG Agent](ragtutorials/localragagent/) | Fully local RAG | | [RAG-as-a-Service](ragtutorials/rag-as-a-service/) | RAG as a managed service | | [RAG + Cohere](ragtutorials/ragagentcohere/) | Cohere-powered RAG | | [Basic RAG Chain](ragtutorials/ragchain/) | Simple RAG pipeline | | [RAG + Database Routing](ragtutorials/ragdatabaserouting/) | Multi-database RAG | | [Vision RAG](ragtutorials/visionrag/) | Image-aware RAG | | [RAG Diagnostics](ragtutorials/ragfailurediagnosticsclinic/) | RAG debugging tools | | [Knowledge Graph RAG](ragtutorials/knowledgegraphrag_citations/) | Graph-based RAG with citations |

LLM Apps with Memory

| Project | Description | |---------|-------------| | [ArXiv Agent + Memory](advancedllmapps/llmappswithmemorytutorials/aiarxivagentmemory/) | ArXiv research with persistent memory | | [Travel Agent + Memory](advancedllmapps/llmappswithmemorytutorials/aitravelagentmemory/) | Travel planning with memory | | [Llama3 Stateful Chat](advancedllmapps/llmappswithmemorytutorials/llama3statefulchat/) | Stateful conversations | | [Personalized Memory](advancedllmapps/llmappswithmemorytutorials/llmapppersonalizedmemory/) | Personalized memory system | | [Local ChatGPT + Memory](advancedllmapps/llmappswithmemorytutorials/localchatgptwithmemory/) | Local ChatGPT with persistence | | [Multi-LLM Shared Memory](advancedllmapps/llmappswithmemorytutorials/multillmmemory/) | Cross-model shared memory |

Chat with X

| Project | Description | |---------|-------------| | [Chat with GitHub](advancedllmapps/chatwithXtutorials/chatwithgithub/) | GPT and Llama3 GitHub chat | | [Chat with Gmail](advancedllmapps/chatwithXtutorials/chatwithgmail/) | Email assistant | | [Chat with PDF](advancedllmapps/chatwithXtutorials/chatwithpdf/) | GPT and Llama3 PDF chat | | [Chat with Research Papers](advancedllmapps/chatwithXtutorials/chatwithresearchpapers/) | ArXiv paper chat | | [Chat with Substack](advancedllmapps/chatwithXtutorials/chatwithsubstack/) | Substack newsletter chat | | [Chat with YouTube](advancedllmapps/chatwithXtutorials/chatwithyoutubevideos/) | YouTube video chat |

Optimization Tools

| Project | Description | |---------|-------------| | [Toonify Token Optimization](advancedllmapps/llmoptimizationtools/toonifytokenoptimization/) | Reduce API costs 30-60% with TOON format | | [Headroom Context Optimization](advancedllmapps/llmoptimizationtools/headroomcontextoptimization/) | Reduce API costs 50-90% via context compression |

Fine-tuning

| Project | Description | |---------|-------------| | [Gemma 3 Fine-tuning](advancedllmapps/llmfinetuningtutorials/gemma3finetuning/) | Fine-tune Google Gemma 3 | | [Llama 3.2 Fine-tuning](advancedllmapps/llmfinetuningtutorials/llama3.2finetuning/) | Fine-tune Meta Llama 3.2 |

Framework Crash Courses

| Framework | What You Learn | |-----------|----------------| | [Google ADK](aiagentframeworkcrashcourse/googleadkcrashcourse/) | Agents, structured outputs, tools (built-in/function/MCP), memory, callbacks, multi-agent patterns | | [OpenAI Agents SDK](aiagentframeworkcrashcourse/openaisdkcrashcourse/) | Function calling, structured outputs, tools, memory, evaluation, agent handoffs, swarm orchestration |

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Getting Started

git clone https://github.com/DandaAkhilReddy/Amazing_LLM_Apps.git
cd Amazing_LLM_Apps/starter_ai_agents/ai_travel_agent
pip install -r requirements.txt
# Follow the project-specific README for setup

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Maintained by

Akhil Reddy | LinkedIn | agentchains.com

License

[Apache License 2.0](LICENSE)

Acknowledgments

Based on awesome-llm-apps by Shubham Saboo. Full credit to the original author and contributors.

Source & license

This open-source MCP server is cataloged on AgentStack and links to its original source — we do not rehost the code.

• Author: DandaAkhilReddy
• Source: DandaAkhilReddy/AmazingLLM_Apps
• License: Apache-2.0

Install and usage instructions live in the source repository linked above.