🧠 Real World LLM Agents

A growing collection of LLM agents that actually run, adapt, and help you build.
This repo focuses on simplified, useful agent workflows. Clear structure, real examples and setups you can use or extend.

🧰 Extended starter agents

• 🤔 Clarity Agent - Ask a question, get pros and cons. Built with multi-provider support (OpenAI & Anthropic). Easy to extend.

More agents coming soon...

Getting Started

1. Clone the repository

   git clone https://github.com/HeyNina101/real-world-llm-agents.git

2. Go to the agent folder

   cd real-world-llm-agents\extended_starter_agents\clarity_agent

3. Install the required dependencies

   pip install -r requirements.txt

4. Run the agent in each project's README.md file to set up and run the app.

📎 Acknowledgments

It started as a fork of the original awesome-llm-apps by @Shubhamsaboo, created with the Unwind AI team.

Everything below this line belongs to that original version and has not been modified.
You can explore their repo directly here.

👇

🌟 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, and open-source models like DeepSeek, 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.

📂 Featured AI Projects

AI Agents

🌱 Starter AI Agents

• 🎙️ AI Blog to Podcast Agent
• ❤️‍🩹 AI Breakup Recovery Agent
• 📊 AI Data Analysis Agent
• 🩻 AI Medical Imaging Agent
• 😂 AI Meme Generator Agent (Browser)
• 🎵 AI Music Generator Agent
• 🛫 AI Travel Agent (Local & Cloud)
• ✨ Gemini Multimodal Agent
• 🌐 Local News Agent (OpenAI Swarm)
• 🔄 Mixture of Agents
• 📊 xAI Finance Agent
• 🔍 OpenAI Research Agent
• 🕸️ Web Scrapping AI Agent (Local & Cloud)

🚀 Advanced AI Agents

• 🔍 AI Deep Research Agent
• 🏗️ AI System Architect Agent
• 🎯 AI Lead Generation Agent
• 💰 AI Financial Coach Agent
• 🎬 AI Movie Production Agent
• 📈 AI Investment Agent
• 🏋️‍♂️ AI Health & Fitness Agent
• 🚀 AI Product Launch Intelligence Agent
• 🗞️ AI Journalist Agent
• 🧠 AI Mental Wellbeing Agent
• 📑 AI Meeting Agent
• 🧬 AI Self-Evolving Agent

🎮 Autonomous Game Playing Agents

• 🎮 AI 3D Pygame Agent
• ♜ AI Chess Agent
• 🎲 AI Tic-Tac-Toe Agent

🤝 Multi-agent Teams

• 🧲 AI Competitor Intelligence Agent Team
• 💲 AI Finance Agent Team
• 🎨 AI Game Design Agent Team
• 👨‍⚖️ AI Legal Agent Team (Cloud & Local)
• 💼 AI Recruitment Agent Team
• 👨‍💼 AI Services Agency (CrewAI)
• 👨‍🏫 AI Teaching Agent Team
• 💻 Multimodal Coding Agent Team
• ✨ Multimodal Design Agent Team

🗣️ Voice AI Agents

• 🗣️ AI Audio Tour Agent
• 📞 Customer Support Voice Agent
• 🔊 Voice RAG Agent (OpenAI SDK)

🌐 MCP AI Agents

• ♾️ Browser MCP Agent
• 🐙 GitHub MCP Agent
• 📑 Notion MCP Agent
• 🌍 AI Travel Planner MCP Agent

📀 RAG (Retrieval Augmented Generation)

• 🔗 Agentic RAG
• 🧐 Agentic RAG with Reasoning
• 📰 AI Blog Search (RAG)
• 🔍 Autonomous RAG
• 🔄 Corrective RAG (CRAG)
• 🐋 Deepseek Local RAG Agent
• 🤔 Gemini Agentic RAG
• 👀 Hybrid Search RAG (Cloud)
• 🔄 Llama 3.1 Local RAG
• 🖥️ Local Hybrid Search RAG
• 🦙 Local RAG Agent
• 🧩 RAG-as-a-Service
• ✨ RAG Agent with Cohere
• ⛓️ Basic RAG Chain
• 📠 RAG with Database Routing
• 🖼️ Vision RAG

💾 LLM Apps with Memory Tutorials

• 💾 AI ArXiv Agent with Memory
• 🛩️ AI Travel Agent with Memory
• 💬 Llama3 Stateful Chat
• 📝 LLM App with Personalized Memory
• 🗄️ Local ChatGPT Clone with Memory
• 🧠 Multi-LLM Application with Shared Memory

💬 Chat with X Tutorials

• 💬 Chat with GitHub (GPT & Llama3)
• 📨 Chat with Gmail
• 📄 Chat with PDF (GPT & Llama3)
• 📚 Chat with Research Papers (ArXiv) (GPT & Llama3)
• 📝 Chat with Substack
• 📽️ Chat with YouTube Videos

🔧 LLM Fine-tuning Tutorials

• 🔧 Llama 3.2 Fine-tuning

Thank You, Community, for the Support! 🙏

🌟 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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