Awesome-AI-Agents

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Awesome-AI-Agents

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Top 100 opensource AI Agents 🌟 Star if you like it! 🌟

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<hr/>

# 🤖 Awesome AI Agents & LLM Apps
### The Ultimate Open-Source Cookbook for Autonomous Agents, RAG, and Multi-Agent Systems

100+ Production-Ready Templates — Clone, Customize, and Deploy in Minutes. 
Mastering the modern AI stack: AI Agents • Multi-Agent Teams • MCP • RAG • Voice AI • Fine-tuning

[![Stars](https://img.shields.io/github/stars/ishandutta2007/Awesome-AI-Agents?style=for-the-badge&logo=github&color=FFD700)](https://github.com/ishandutta2007/Awesome-AI-Agents/stargazers)
[![Forks](https://img.shields.io/github/forks/ishandutta2007/Awesome-AI-Agents?style=for-the-badge&logo=github&color=4FC3F7)](https://github.com/ishandutta2007/Awesome-AI-Agents/network/members)
[![Contributors](https://img.shields.io/github/contributors/ishandutta2007/Awesome-AI-Agents?style=for-the-badge&color=22C55E)](https://github.com/ishandutta2007/Awesome-AI-Agents/graphs/contributors)
[![License](https://img.shields.io/github/license/ishandutta2007/Awesome-AI-Agents?style=for-the-badge&color=8B5CF6)](https://raw.githubusercontent.com/ishandutta2007/Awesome-AI-Agents/main/LICENSE)
![Last Commit](https://img.shields.io/github/last-commit/ishandutta2007/Awesome-AI-Agents?style=for-the-badge&color=F97316)

<a href="#-quick-start"><kbd> &nbsp; 🚀 Get Started &nbsp; </kbd></a>
<a href="#-featured-ai-projects"><kbd> &nbsp; 📂 Explore Templates &nbsp; </kbd></a>
<a href="https://www.theunwindai.com"><kbd> &nbsp; 📚 Step-by-Step Tutorials &nbsp; </kbd></a>

</div>

---

## 🌟 Overview: Why Awesome LLM Apps?

Building modern AI applications shouldn't require reinventing the wheel. **Awesome LLM Apps** is a curated collection of **ready-to-run AI Agent and RAG templates**. Whether you're building an autonomous researcher, a multi-agent sales team, or a real-time voice assistant, this repository provides the foundational code you need to ship faster.

### 🎯 Key Benefits for Developers:
- 🛠️ **100% Original Codebase**: Every template is hand-built and tested, not just curated from external links.
- ⚡ **Rapid Deployment**: Most apps run with just 3 commands. No complex environment setup.
- 🏗️ **Modern AI Stack**: Native support for **Claude 3.5**, **Gemini 1.5 Pro**, **GPT-4o**, **Llama 3.2**, and **Qwen 2.5**.
- 🔌 **Plug-and-Play MCP**: Seamlessly integrate **Model Context Protocol** for external tool access.
- 🎓 **Guided Learning**: Detailed walkthroughs for every featured project on [Unwind AI](https://www.theunwindai.com).
- 🔓 **Fully Open Source**: MIT license. Build, fork, and monetize without restrictions.

> 🚀 **Found this useful? [Give it a star](https://github.com/ishandutta2007/Awesome-AI-Agents/stargazers) to help others find it!**

---

## 🚀 Quick Start

Get your first autonomous agent running in less than a minute:

```bash
# Clone the repository
git clone https://github.com/ishandutta2007/Awesome-AI-Agents.git

# Navigate to a featured agent
cd Awesome-AI-Agents/starter_ai_agents/ai_travel_agent

# Install dependencies and launch
pip install -r requirements.txt
streamlit run travel_agent.py
```

---

## 🔥 Featured Projects (Monthly Highlights)

| Project Template | Capability | Core Tech Stack |
|:---|:---|:---|
| [📡 Earnings Analyst](advanced_ai_agents/single_ai_agents/earnings_call_analyst_agent/) | YouTube-to-Insight cards with quote syncing | Gemini 1.5 + ADK |
| [🛡️ Live Voice Claims](voice_ai_agents/insurance_claim_live_agent_team/) | Real-time voice intake for insurance | Gemini Live + Voice |
| [🏠 Home AI Redesign](advanced_ai_agents/multi_ai_agent_systems/ai_home_renovation_agent) | Image-to-Architecture transformation | Vision + Multi-Agent |
| [♾️ Skill Optimizer](awesome_ai_agent_skills/self-improving-agent-skills/) | Self-evolving agent capabilities | ADK + Gemini |

---

## 📑 Table of Contents

<details open>
<summary>Explore 13+ Categories (Click to Expand)</summary>

- [🌱 Starter AI Agents](#-starter-ai-agents) - Single-file entry points
- [🚀 Advanced AI Agents](#-advanced-ai-agents) - Reasoning & multi-step workflows
- [🎮 Autonomous Game Agents](#-autonomous-game-playing-agents) - Strategy & logic
- [🤝 Multi-Agent Teams](#-multi-agent-teams) - Collaborative AI systems
- [🗣️ Voice AI Agents](#️-voice-ai-agents) - Real-time speech interaction
- [♾️ MCP AI Agents](#-mcp-ai-agents) - Model Context Protocol integrations
- [📀 RAG (Retrieval-Augmented Generation)](#-rag-retrieval-augmented-generation) - Smart data retrieval
- [🧩 Awesome Agent Skills](#-awesome-agent-skills) - Modular agent capabilities
- [💾 Apps with Memory](#-llm-apps-with-memory-tutorials) - Persistent state & stateful chat
- [💬 Chat with Everything](#-chat-with-x-tutorials) - Documents, Gmail, GitHub, YouTube
- [🎯 Optimization Tools](#-llm-optimization-tools) - Cost reduction & context management
- [🔧 Fine-tuning Tutorials](#-llm-fine-tuning-tutorials) - Customizing open-source models
- [🧑‍🏫 Framework Crash Courses](#-ai-agent-framework-crash-course) - Mastery of ADK, OpenAI SDK, etc.

</details>

---

## 📂 Featured AI Projects

### 🌱 Starter AI Agents
*Single-file agents that run with just an API key - ideal for rapid prototyping.*

*   [🎙️ AI Blog to Podcast Agent](starter_ai_agents/ai_blog_to_podcast_agent/) - Convert articles to audio stories.
*   [❤️‍🩹 AI Breakup Recovery Agent](starter_ai_agents/ai_breakup_recovery_agent/) - Empathetic support agent.
*   [📊 AI Data Analysis Agent](starter_ai_agents/ai_data_analysis_agent/) - Automate CSV/Excel insights.
*   [🩻 AI Medical Imaging Agent](starter_ai_agents/ai_medical_imaging_agent/) - Vision-based health analysis.
*   [😂 AI Meme Generator Agent](starter_ai_agents/ai_meme_generator_agent_browseruse/) - Creative image generation with Browser-use.
*   [🎵 AI Music Generator Agent](starter_ai_agents/ai_music_generator_agent/) - Compose music with AI prompts.
*   [🛫 AI Travel Agent](starter_ai_agents/ai_travel_agent/) - Full itinerary planning (Local & Cloud).
*   [✨ Gemini Multimodal Agent](starter_ai_agents/gemini_multimodal_agent_demo/) - Native multimodal interaction.
*   [🔄 Mixture of Agents](starter_ai_agents/mixture_of_agents/) - High-performance MoE implementation.
*   [📊 xAI Finance Agent](starter_ai_agents/xai_finance_agent/) - Financial insights powered by Grok.
*   [🔍 OpenAI Research Agent](starter_ai_agents/openai_research_ai_agent/) - Deep web search and synthesis.
*   [🕸️ Web Scraping AI Agent](starter_ai_agents/web_scraping_ai_agent/) - Intelligent data extraction.

### 🚀 Advanced AI Agents
*Production-ready agents featuring tools, long-term memory, and complex reasoning.*

*   [🏚️ AI Home Renovation Agent](advanced_ai_agents/multi_ai_agent_systems/ai_home_renovation_agent) - Visual redesign with Nano Banana Pro.
*   [🧠 DevPulse AI](advanced_ai_agents/multi_ai_agent_systems/devpulse_ai/) - Multi-agent signal intelligence for developers.
*   [🔍 AI Deep Research Agent](advanced_ai_agents/single_ai_agents/ai_deep_research_agent/) - Systematic deep-dive researcher.
*   [📊 AI VC Due Diligence Team](advanced_ai_agents/multi_ai_agent_systems/agent_teams/ai_vc_due_diligence_agent_team) - Automated investment analysis.
*   [🏗️ AI System Architect](advanced_ai_agents/single_ai_agents/ai_system_architect_r1/) - Design robust software architectures.
*   [💰 AI Financial Coach](advanced_ai_agents/multi_ai_agent_systems/ai_financial_coach_agent/) - Personalized wealth management.
*   [📡 Earnings Analyst Agent](advanced_ai_agents/single_ai_agents/earnings_call_analyst_agent/) - Live market news grounding.
*   [🧬 AI Self-Evolving Agent](advanced_ai_agents/multi_ai_agent_systems/ai_self_evolving_agent/) - Agents that improve their own code.
*   [🛡️ Trust-Gated Research Team](advanced_ai_agents/multi_ai_agent_systems/trust_gated_agent_team/) - Human-in-the-loop multi-agent safety.

### 🎮 Autonomous Game-Playing Agents
*Agents that master game mechanics through reasoning and strategy.*

*   [🎮 AI 3D Pygame Agent](advanced_ai_agents/autonomous_game_playing_ai_agents/ai_3dpygame_r1/) - Real-time 3D navigation.
*   [♜ AI Chess Agent](advanced_ai_agents/autonomous_game_playing_ai_agents/ai_chess_agent/) - Strategic engine-based gameplay.
*   [🎲 AI Tic-Tac-Toe Agent](advanced_ai_agents/autonomous_game_playing_ai_agents/ai_tic_tac_toe_agent/) - Logic-driven reinforcement learning.

### 🤝 Multi-agent Teams
*Collaborative ecosystems where specialized agents work together.*

*   [🧲 Competitor Intelligence Team](advanced_ai_agents/multi_ai_agent_systems/agent_teams/ai_competitor_intelligence_agent_team/) - Track market shifts.
*   [👨‍⚖️ AI Legal Agent Team](advanced_ai_agents/multi_ai_agent_systems/agent_teams/ai_legal_agent_team/) - Document review and compliance.
*   [💻 Multimodal Coding Team](advanced_ai_agents/multi_ai_agent_systems/agent_teams/multimodal_coding_agent_team/) - Collaborative software engineering.
*   [🏠 AI Real Estate Team](advanced_ai_agents/multi_ai_agent_systems/agent_teams/ai_real_estate_agent_team) - Market analysis and property matching.
*   [✨ Multimodal Design Team](advanced_ai_agents/multi_ai_agent_systems/agent_teams/multimodal_design_agent_team/) - UI/UX and visual asset creation.

### 🗣️ Voice AI Agents
*Low-latency speech-to-speech agents for immersive experiences.*

*   [🗣️ AI Audio Tour Agent](voice_ai_agents/ai_audio_tour_agent/) - Location-aware audio guides.
*   [📞 Customer Support Voice Agent](voice_ai_agents/customer_support_voice_ai_agent/) - Automated voice helpdesk.
*   [🛡️ Insurance Claim Live Team](voice_ai_agents/insurance_claim_live_agent_team/) - High-stakes voice intake.
*   [🔊 Voice RAG Agent](voice_ai_agents/voice_rag_openaisdk/) - Speak to your documents.

### ♾️ MCP AI Agents (Model Context Protocol)
*Standardized tool-use for the next generation of AI applications.*

*   [♾️ Browser MCP Agent](mcp_ai_agents/browser_mcp_ai_agent/) - Web automation via MCP.
*   [🐙 GitHub MCP Agent](mcp_ai_agents/github_mcp_ai_agent/) - Repo management and PR automation.
*   [📑 Notion MCP Agent](mcp_ai_agents/notion_mcp_agent) - Knowledge base management.
*   [🔀 Multi-MCP Agent Router](mcp_ai_agents/multi_mcp_ai_agent_router/) - Orchestrate multiple MCP servers.

### 📀 RAG (Retrieval-Augmented Generation)
*Advanced retrieval techniques for grounding LLMs in private data.*

*   [🔥 Agentic RAG (Gemma)](rag_ai_agent_tutorials/agentic_rag_embedding_gemma) - Self-correcting retrieval.
*   [🧐 Reasoning RAG](rag_ai_agent_tutorials/agentic_rag_with_reasoning/) - Chain-of-thought retrieval.
*   [🔄 Corrective RAG (CRAG)](rag_ai_agent_tutorials/corrective_rag/) - Fallback mechanisms for accuracy.
*   [🐋 Deepseek Local RAG](rag_ai_agent_tutorials/deepseek_local_rag_agent/) - Privacy-first offline retrieval.
*   [🕸️ Knowledge Graph RAG](rag_ai_agent_tutorials/knowledge_graph_rag_citations/) - Structured relationship retrieval.
*   [🩺 RAG Diagnostics Clinic](rag_ai_agent_tutorials/rag_failure_diagnostics_clinic/) - Troubleshooting retrieval failures.

### 🧩 Awesome Agent Skills
*Plug-and-play skill files for any agent framework.*

*   [♾️ Self-Improving Skills](awesome_ai_agent_skills/self-improving-agent-skills/) - Auto-optimization with ADK.

<details>
<summary>📋 View all 19 specialized skills</summary>

| Skill | Category |
|---|---|
| [🎓 Academic Researcher](awesome_ai_agent_skills/academic-researcher/) | Science & Research |
| [🔍 Code Reviewer](awesome_ai_agent_skills/code-reviewer/) | Software Dev |
| [✍️ Content Creator](awesome_ai_agent_skills/content-creator/) | Marketing |
| [📊 Data Analyst](awesome_ai_agent_skills/data-analyst/) | Analytics |
| [🐛 Debugger](awesome_ai_agent_skills/debugger/) | Troubleshooting |
| [🔬 Deep Research](awesome_ai_agent_skills/deep-research/) | Strategy |
| [💻 Fullstack Dev](awesome_ai_agent_skills/fullstack-developer/) | Engineering |
| [🎨 UX Designer](awesome_ai_agent_skills/ux-designer/) | Design |

</details>

### 💾 LLM Apps with Memory
*Long-term state management for personalized AI experiences.*

*   [💾 ArXiv Agent with Memory](advanced_llm_ai_agent_apps/llm_apps_with_memory_tutorials/ai_arxiv_agent_memory/)
*   [📝 Personalized Memory App](advanced_llm_ai_agent_apps/llm_apps_with_memory_tutorials/llm_app_personalized_memory/)
*   [🗄️ Local ChatGPT with Memory](advanced_llm_ai_agent_apps/llm_apps_with_memory_tutorials/local_chatgpt_with_memory/)

### 💬 Chat with Anything
*Turn static data into dynamic conversations.*

*   [💬 Chat with GitHub](advanced_llm_ai_agent_apps/chat_with_X_tutorials/chat_with_github/)
*   [📨 Chat with Gmail](advanced_llm_ai_agent_apps/chat_with_X_tutorials/chat_with_gmail/)
*   [📄 Chat with PDF](advanced_llm_ai_agent_apps/chat_with_X_tutorials/chat_with_pdf_ai_agent/)
*   [📽️ Chat with YouTube](advanced_llm_ai_agent_apps/chat_with_X_tutorials/chat_with_youtube_videos_ai_agent/)

### 🎯 LLM Optimization & 🔧 Fine-tuning
*Efficiency and customization for large-scale deployments.*

*   [🎯 Toonify Token Optimization](advanced_llm_ai_agent_apps/llm_optimization_tools/toonify_token_optimization/) - 30-60% cost reduction.
*   [🧠 Headroom Context Optimization](advanced_llm_ai_agent_apps/llm_optimization_tools/headroom_context_optimization/) - 50-90% cost reduction.
*   [🔧 Gemma 3 Fine-tuning](advanced_llm_ai_agent_apps/llm_finetuning_tutorials/gemma3_finetuning/) - Custom model recipes.
*   [🔧 Llama 3.2 Fine-tuning](advanced_llm_ai_agent_apps/llm_finetuning_tutorials/llama3.2_finetuning/) - Low-rank adaptation (LoRA).

---

## 🙏 Community & Support

Created and maintained by <a href="https://x.com/ishandutta2007">Ishan Dutta</a>. Built with ❤️ by the AI community.

## ⭐ Project Growth

[![Star History Chart](https://api.star-history.com/svg?repos=ishandutta2007/Awesome-AI-Agents&type=Date)](https://star-history.com/#ishandutta2007/Awesome-AI-Agents&Date)

---

## 📜 License & Credits

Released under the [MIT License](LICENSE).

**Inspiration and related collections:**
- [Kaushikb11/Awesome-AI-Agents](https://github.com/kaushikb11/awesome-llm-agents)
- [Kyrolabs/Awesome-Agents](https://github.com/kyrolabs/awesome-agents)
- [Shubhamsaboo/awesome-llm-apps](https://github.com/Shubhamsaboo/awesome-llm-apps)
- [Jenqyang/Awesome-AI-Agents](https://github.com/Jenqyang/Awesome-AI-Agents)

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