Updated the README file

README.md

@@ -12,3 +12,91 @@ short_description: A sample Agentic Data Analyst
 ---
 
 Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
+
+# 📊 CSV Agent with Cohere LLM and Langchain
+
+This application is developed as a demonstration of an Agentic system that acts as 
+a Data Analyst. A csv file can be loaded and analyzed by asking questions. Charts can also
+be requested and should be displayed by the agent.
+
+The underlying LLM is a **Cohere Command-R** model, specifically **command-r-plus-08-2024**. The
+Agent also makes use of the LangChain framework.
+
+
+## 🎯 Key Features
+
+- **Dynamic CSV Upload:** Upload your CSV file effortlessly for instant analysis.
+- **Natural Language Queries:** Ask questions in plain English, and the agent responds with data insights.
+- **Chart Generation:** Visualize your data with auto-generated charts based on your queries.
+- **Interactive Interface:** User-friendly interface built with Gradio for easy interaction.
+- **Agent Reset:** Quickly reset the agent to upload new datasets without refreshing the page.
+
+## 🗂️ Installation
+
+1. Clone the repository:
+   ```bash
+   git clone https://huggingface.co/spaces/nader01/csv-agent
+   cd csv-agent
+   ```
+
+2. Create a virtual environment and activate it:
+   ```bash
+   python -m venv .venv
+   source .venv/bin/activate  # On Windows: .venv\Scripts\activate
+   ```
+
+3. Install dependencies:
+   ```bash
+   pip install -r requirements.txt
+   ```
+
+4. Set up your `.env` file with the Cohere API key:
+   ```bash
+   COHERE_API_KEY=your_cohere_api_key
+   ```
+
+5. Run the application:
+   ```bash
+   python csv_agent_with_chart.py
+   ```
+
+## 🌐 How to Use
+
+1. **Upload a CSV File:**
+   - Click on the **Upload CSV** button.
+   - Select your CSV file to load the data.
+   - View a preview of your data.
+
+2. **Ask a Question:**
+   - Enter your question in the **Ask a Question** box.
+   - Click **Submit Question** to receive a detailed answer.
+
+3. **View Charts:**
+   - If the response includes a chart, it will be displayed below the response box.
+
+4. **Reset Agent:**
+   - Click **Reset Agent** to clear data and upload a new CSV file without refreshing the page.
+
+## 🎨 User Interface Design
+
+- **Input & Output Boxes:** Light blue background with bold, dark blue labels for easy readability.
+- **Interactive Elements:** Buttons with responsive feedback for better user experience.
+
+![UI Screenshot](ui_screenshot.jpg)
+
+## 🧠 Powered By
+
+- **Cohere AI:** For natural language processing and data analysis.
+- **Gradio:** For building the interactive user interface.
+- **Pandas:** For efficient data handling.
+
+
+## 📜 License
+
+This project is licensed under the MIT License. See the [LICENSE](LICENSE) file for details.
+
+---
+
+Enjoy exploring your data with this **CSV Agent**! 🚀
+
+