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‎README.md‎

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# 🚀 Large Language Models Tutorial Collection
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[![GitHub stars](https://img.shields.io/github/stars/atef-ataya/Large-Language-Models-Tutorial?style=social)](https://github.com/atef-ataya/Large-Language-Models-Tutorial/stargazers)
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[![GitHub license](https://img.shields.io/badge/license-MIT-blue.svg)](https://github.com/atef-ataya/Large-Language-Models-Tutorial/blob/master/LICENSE)
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[![GitHub forks](https://img.shields.io/github/forks/atef-ataya/Large-Language-Models-Tutorial?style=social)](https://github.com/atef-ataya/Large-Language-Models-Tutorial/network/members)
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[![GitHub license](https://img.shields.io/github/license/atef-ataya/Large-Language-Models-Tutorial)](https://github.com/atef-ataya/Large-Language-Models-Tutorial/blob/main/LICENSE)
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[![Python 3.8+](https://img.shields.io/badge/python-3.8+-blue.svg)](https://www.python.org/downloads/)
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## 🚀 Quick Start
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### Option 1: Run in Google Colab (Recommended)
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[![Open in Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/atef-ataya/Large-Language-Models-Tutorial)
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**No setup required!** Click above to start learning immediately.
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### Option 2: Local Installation
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```bash
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# Clone the repository
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git clone https://github.com/atef-ataya/Large-Language-Models-Tutorial.git
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```
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### Option 3: GitHub Codespaces
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[![Open in GitHub Codespaces](https://github.com/codespaces/badge.svg)](https://codespaces.new/atef-ataya/Large-Language-Models-Tutorial)
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## 📚 Tutorial Catalog
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### 🎓 Beginner Tutorials
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| Tutorial | Description | Colab Link |
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|----------|-------------|------------|
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| **LangChain 101** | Master embeddings, vector stores, and retrieval | [![Open in Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/atef-ataya/Large-Language-Models-Tutorial/blob/main/LangChain%20101.ipynb) |
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| **Prompt Engineering** | Learn advanced prompting techniques | [![Open in Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/atef-ataya/Large-Language-Models-Tutorial/blob/main/Tutorial%20-%20Prompt%20Engineering.ipynb) |
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| **Zero-Shot Sentiment Analysis** | Classify text without training data | [![Open in Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/atef-ataya/Large-Language-Models-Tutorial/blob/main/Tutorial%20-%20Zero-Shot%20Sentiment%20Analysis.ipynb) |
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| Tutorial | Description | Colab Link |
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| -------------------------------- | ----------------------------------------------- | -------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- |
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| **LangChain 101** | Master embeddings, vector stores, and retrieval | [![Open in Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/atef-ataya/Large-Language-Models-Tutorial/blob/main/LangChain%20101.ipynb) |
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| **Prompt Engineering** | Learn advanced prompting techniques | [![Open in Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/atef-ataya/Large-Language-Models-Tutorial/blob/main/Tutorial%20-%20Prompt%20Engineering.ipynb) |
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| **Zero-Shot Sentiment Analysis** | Classify text without training data | [![Open in Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/atef-ataya/Large-Language-Models-Tutorial/blob/main/Tutorial%20-%20Zero-Shot%20Sentiment%20Analysis.ipynb) |
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### 🛠️ Application Development
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| Tutorial | Description | Colab Link |
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|----------|-------------|------------|
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| **Question-Answering System** | Build intelligent Q&A applications | [![Open in Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/atef-ataya/Large-Language-Models-Tutorial/blob/main/Tutorial%20-%20Question-Answering%20Application.ipynb) |
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| **ChatGPT Clone** | Create your own conversational AI | [![Open in Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/atef-ataya/Large-Language-Models-Tutorial/blob/main/ChatGPT%20Clone.ipynb) |
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| **Wikipedia Chatbot** | OpenAI + Pinecone powered chatbot | [![Open in Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/atef-ataya/Large-Language-Models-Tutorial/blob/main/Building%20a%20Wikipedia%20Chatbot%20with%20OpenAI,%20Pinecone,%20and%20LangChain.ipynb) |
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| Tutorial | Description | Colab Link |
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| ----------------------------- | ---------------------------------- | ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------ |
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| **Question-Answering System** | Build intelligent Q&A applications | [![Open in Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/atef-ataya/Large-Language-Models-Tutorial/blob/main/Tutorial%20-%20Question-Answering%20Application.ipynb) |
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| **ChatGPT Clone** | Create your own conversational AI | [![Open in Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/atef-ataya/Large-Language-Models-Tutorial/blob/main/ChatGPT%20Clone.ipynb) |
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| **Wikipedia Chatbot** | OpenAI + Pinecone powered chatbot | [![Open in Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/atef-ataya/Large-Language-Models-Tutorial/blob/main/Building%20a%20Wikipedia%20Chatbot%20with%20OpenAI,%20Pinecone,%20and%20LangChain.ipynb) |
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### 🤖 AI Agents & Advanced Techniques
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| Tutorial | Description | Colab Link |
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| **Tavily AI Research Agent** | Autonomous research and analysis | [![Open in Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/atef-ataya/Large-Language-Models-Tutorial/blob/main/Tutorial%20-%20Tavily%20AI%20Research%20Agent.ipynb) |
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| **Multi-Agent Systems** | Coordinate multiple AI agents | [![Open in Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/atef-ataya/Large-Language-Models-Tutorial/blob/main/Tutorial%20-%20Build%20a%20Multi-Tool%20LLM%20agent.ipynb) |
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| **LangGraph Workflows** | Build complex AI workflows | [![Open in Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/atef-ataya/Large-Language-Models-Tutorial/blob/main/Tutorial%20-%20Reflection%20in%20LangGraph.ipynb) |
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| Tutorial | Description | Colab Link |
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| ---------------------------- | -------------------------------- | ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------ |
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| **Tavily AI Research Agent** | Autonomous research and analysis | [![Open in Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/atef-ataya/Large-Language-Models-Tutorial/blob/main/Tutorial%20-%20Tavily%20AI%20Research%20Agent.ipynb) |
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| **Multi-Agent Systems** | Coordinate multiple AI agents | [![Open in Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/atef-ataya/Large-Language-Models-Tutorial/blob/main/Tutorial%20-%20Build%20a%20Multi-Tool%20LLM%20agent.ipynb) |
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| **LangGraph Workflows** | Build complex AI workflows | [![Open in Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/atef-ataya/Large-Language-Models-Tutorial/blob/main/Tutorial%20-%20Reflection%20in%20LangGraph.ipynb) |
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### 🎨 Creative & Specialized Applications
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| Tutorial | Description | Colab Link |
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| **Recipe & Image Generator** | AI-powered cooking assistant | [![Open in Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/atef-ataya/Large-Language-Models-Tutorial/blob/main/Tutorial%20-%20Recipe%20%26%20Dish%20Image%20Generator.ipynb) |
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| **Speech Recognition** | Whisper-powered voice interfaces | [![Open in Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/atef-ataya/Large-Language-Models-Tutorial/blob/main/Tutorial%20-%20Speech%20Recognition%20Using%20Whisper.ipynb) |
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| **YouTube Summarizer** | Extract insights from videos | [![Open in Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/atef-ataya/Large-Language-Models-Tutorial/blob/main/Tutorial%20-%20Youtube%20downloader%20and%20summary.ipynb) |
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| Tutorial | Description | Colab Link |
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| ---------------------------- | -------------------------------- | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- |
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| **Recipe & Image Generator** | AI-powered cooking assistant | [![Open in Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/atef-ataya/Large-Language-Models-Tutorial/blob/main/Tutorial%20-%20Recipe%20%26%20Dish%20Image%20Generator.ipynb) |
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| **Speech Recognition** | Whisper-powered voice interfaces | [![Open in Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/atef-ataya/Large-Language-Models-Tutorial/blob/main/Tutorial%20-%20Speech%20Recognition%20Using%20Whisper.ipynb) |
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| **YouTube Summarizer** | Extract insights from videos | [![Open in Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/atef-ataya/Large-Language-Models-Tutorial/blob/main/Tutorial%20-%20Youtube%20downloader%20and%20summary.ipynb) |
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## 🎥 Video Tutorials
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[![YouTube Channel](https://img.shields.io/badge/YouTube-@atefataya-red?style=for-the-badge&logo=youtube)](https://www.youtube.com/@atefataya)
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**Latest Videos:**
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- 🎬 [Building AI Agents with LangGraph](https://www.youtube.com/@atefataya)
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- 🎬 [Advanced Prompt Engineering Techniques](https://www.youtube.com/@atefataya)
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- 🎬 [Creating Production-Ready LLM Applications](https://www.youtube.com/@atefataya)
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- 📢 **Share with others** who might find it useful
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### Contributing Guidelines
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- Check out our [Contributing Guide](CONTRIBUTING.md)
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- Look for [good first issues](https://github.com/atef-ataya/Large-Language-Models-Tutorial/issues?q=is%3Aissue+is%3Aopen+label%3A%22good+first+issue%22)
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- Join our [Discussions](https://github.com/atef-ataya/Large-Language-Models-Tutorial/discussions)
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## 🔮 Roadmap
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### Coming Soon
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- [ ] Advanced RAG techniques
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- [ ] Multi-modal AI applications
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- [ ] LLM fine-tuning tutorials
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- [ ] Production deployment guides
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- [ ] API integration examples
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### Want to Suggest a Tutorial?
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[Open an issue](https://github.com/atef-ataya/Large-Language-Models-Tutorial/issues/new) with your idea!
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**⭐ Found this helpful? Give it a star and share with fellow developers!**
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*Built with ❤️ by [Atef Ataya](https://atefataya.com) | Follow me on [Twitter](https://twitter.com/atef_ataya) for AI updates*
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_Built with ❤️ by [Atef Ataya](https://atefataya.com) | Follow me on [Twitter](https://twitter.com/atef_ataya) for AI updates_

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