Update README.md

README.md

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 - tool
 - agent-course
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+
+# Web Search Agent
+
+A powerful AI-powered web agent that can search the web, summarize webpages, and provide time information across different timezones.
+
+## 🚀 Demo
+
+Try out the live demo on Hugging Face Spaces:  
+[Web Agent Demo](https://huggingface.co/spaces/naoufalcb/web_agent)
+
+## ✨ Features
+
+- 🔍 Web Search: Search the internet using DuckDuckGo
+- 📝 Webpage Summarization: Get concise summaries of web content
+- 🕒 Timezone Information: Get current time in any timezone
+- 🤖 AI-Powered Responses: Using Azure's LLama model for intelligent interactions
+- 🖥️ User-Friendly Interface: Built with Gradio for easy interaction
+
+## 🛠️ Installation
+
+1. Clone the repository
+2. Install the required dependencies:
+```bash
+pip install -r requirements.txt
+```
+
+3. Create a `.env` file based on `.env.example` and add your Azure API credentials:
+```env
+AZURE_ENDPOINT=your_endpoint
+AZURE_API_KEY=your_api_key
+```
+
+## 🚦 Usage
+
+Run the application:
+```bash
+python app.py
+```
+
+The web interface will be available at `http://localhost:7860`
+
+## 🔧 Tools Available
+
+The agent comes with several built-in tools:
+
+1. **Web Search**: Search the internet using DuckDuckGo
+2. **Webpage Summarizer**: Get summaries of web content
+3. **Timezone Tool**: Get current time in any timezone
+4. **Final Answer Tool**: Provides conclusive responses to queries
+
+## 🤝 Contributing
+
+Contributions are welcome! Please feel free to submit a Pull Request.
+
+## 📝 License
+
+This project is licensed under the Apache License 2.0 - see the LICENSE file for details.
+
+## 🔗 References
+
+- Built with [Gradio](https://gradio.app/)
+- Uses [SmoLAgents](https://github.com/huggingface/smol-ai-agents) framework
+- Azure AI for inference