---

📈 Advanced Stock Price AI Bot 🤖

Welcome to the Advanced Stock Price AI Bot! This is a powerful tool for stock market analysis, visualization, and AI-driven insights. Built with Python, Streamlit, and OpenAI's GPT-4, this application provides real-time stock data, technical analysis, and an AI-powered chatbot for financial queries. Whether you're a beginner or an experienced trader, this tool is designed to help you make informed decisions.

---

🚀 Features

📊 Stock Data Visualization

• Interactive Charts: Candlestick, Line, and Area charts for stock price trends.
• Technical Indicators: SMA, EMA, Bollinger Bands, and RSI for advanced analysis.
• Comparative Analysis: Compare multiple stocks in a single view.

🤖 AI-Powered Chatbot

• Financial Insights: Ask questions about stock performance, trends, and predictions.
• Context-Aware Responses: GPT-4 provides detailed and accurate answers based on historical data.
• Customizable Temperature: Adjust the creativity of AI responses.

🔒 User Authentication

• Secure Login: Password hashing for secure user authentication.
• Portfolio Management: Add and track your favorite stocks.

📈 Advanced Analytics

• Relative Returns: Calculate cumulative returns for selected stocks.
• OHLC Data: Open, High, Low, and Close prices for detailed analysis.

---

🛠️ Installation

Prerequisites

• Python 3.8 or higher
• OpenAI API key (for GPT-4)
• Streamlit (for the web interface)

Step-by-Step Guide

1. Clone the Repository:

   git clone https://github.com/Rohanpatil2/Advanced-Stock-AI-Bot.git
   cd Advanced-Stock-AI-Bot

2. Set Up a Virtual Environment:

   python -m venv venv
   source venv/bin/activate  # On Windows: venv\Scripts\activate

3. Install Dependencies:

   pip install -r requirements.txt

4. Set Up Environment Variables:

   • Create a .env file in the root directory.
   • Add your OpenAI API key:

     OPENAI_API_KEY=your_openai_api_key_here

5. Run the Application:

   streamlit run app.py

6. Access the App:

   • Open your browser and go to http://localhost:8501.

---

🖥️ Usage

1. User Authentication

• Login: Use your email and password to access the app.
• Register: Create a new account with a secure password.

2. Stock Analysis

• Select Stocks: Choose from a list of popular tickers (e.g., AAPL, TSLA, GOOGL).
• Set Date Range: Analyze stock performance over a specific period.
• Visualize Data: View interactive charts and technical indicators.

3. AI Chatbot

• Ask Questions: Type your financial queries in the chatbox.
• Get Insights: Receive detailed responses from GPT-4.

4. Portfolio Management

• Add Stocks: Track your favorite stocks in a personalized portfolio.
• Remove Stocks: Update your portfolio as needed.

---

📂 Project Structure

Advanced-Stock-AI-Bot/
├── app.py                  # Main application file
├── requirements.txt        # List of dependencies
├── .env                    # Environment variables
├── MASTER.db               # SQLite database for user authentication
├── README.md               # Project documentation
└── htmlTemplates/          # HTML templates for chat UI
    ├── css.py              # Custom CSS styles
    ├── user_template.html   # User chat template
    └── bot_template.html   # Bot chat template

---

📊 Example Queries for AI Chatbot

---

🛠️ Technologies Used

---

📜 License

This project is licensed under the MIT License. See the LICENSE file for details.

---

🙏 Contributing

Contributions are welcome! If you'd like to contribute, please follow these steps:

1. Fork the repository.
2. Create a new branch (git checkout -b feature/YourFeatureName).
3. Commit your changes (git commit -m 'Add some feature').
4. Push to the branch (git push origin feature/YourFeatureName).
5. Open a pull request.

---

📧 Contact

For questions or feedback, feel free to reach out:

• GitHub: Rohanpatil2
• Email: rpatil4@binghamton.edu

---