Money Map - AI-Powered Financial Insights Platform

🌟 Overview

Money Map is a comprehensive financial insights platform that helps users navigate their financial journey with AI-powered analytics, interactive visualizations, and personalized recommendations. The platform allows users to upload their financial data in various formats and gain valuable insights instantly.

📹 YouTube Video

✨ Features

🔍 Data Insights

• Upload financial data in CSV, PDF, or Excel format
• Get AI-powered insights instantly
• Advanced algorithms detect patterns in your financial data
• Real-time market data integration

📊 Visual Analytics

• Transform your data into interactive visualizations
• Spot trends and patterns at a glance
• Compare different financial metrics easily
• Share insights with others effectively

💬 Financial Assistant (Fin Bot)

• Chat with your friendly financial assistant
• Get real-time financial recommendations
• Receive market updates and insights
• Ask questions about your financial data

🔒 Security & Privacy

• Your data remains private and secure
• Local processing for sensitive information
• No data sharing with third parties
• Optional cloud backup with encryption

🚀 How It Works

1. Upload your financial data in various formats (CSV, Excel, PDF)
2. Explore visual representations with interactive charts and graphs
3. Chat with our AI assistant to get insights and real-time financial information

🛠️ Tech Stack

Frontend

• Streamlit (streamlit==1.32.0)
• Plotly (plotly==5.19.0)

Backend

• Python 3.9+

Data Processing

• Pandas (pandas==2.2.1)
• NumPy (numpy==1.26.4)
• scikit-learn (scikit-learn==1.4.1.post1)
• OpenPyXL (openpyxl==3.1.2)
• PDFPlumber (pdfplumber==0.10.3)

AI & Machine Learning

• Google Generative AI (google-generativeai==0.3.2)
• Groq (groq==0.4.2)

Financial Data

• Yahoo Finance (yfinance==0.2.37)
• Finnhub (finnhub-python==2.4.19)
• Alpha Vantage (alpha_vantage==2.3.1)

Utilities

• Python-dotenv (python-dotenv==1.0.1)
• Requests (requests==2.31.0)
• Pydantic (pydantic==2.6.3, pydantic-core==2.16.3)
• Python-multipart (python-multipart==0.0.9)

📦 Installation

# Clone the repository
git clone https://github.com/yourusername/money-map.git
cd money-map

# Create a virtual environment
python -m venv venv
source venv/bin/activate  # On Windows, use: venv\Scripts\activate

# Install dependencies
pip install -r requirements.txt

# Set up environment variables
cp .env.example .env
# Edit .env file with your API keys

# Run the application
streamlit run main.py 

🔧 Configuration

Create a .env file in the root directory with the following variables:

FINNHUB_API_KEY=your_finnhub_api_key
ALPHA_VANTAGE_API_KEY=your_alpha_vantage_api_key
GOOGLE_API_KEY=your_google_api_key
GROQ_API_KEY=your_groq_api_key
MISTRAL_API_KEY=your_mistral_api_key

📝 Usage

1. Start the application using streamlit run main.py
2. Navigate to http://localhost:8501 in your web browser
3. Upload your financial data through the "Data Upload & Insights" section
4. Explore visualizations in the "Visualization Studio"
5. Chat with Fin Bot in the "Financial Assistant" section for personalized advice

🤝 Contributing

Contributions are welcome! Please feel free to submit a Pull Request.

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

📄 License

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

👥 Contributors

• Sanjana M

Made with ❤️ for financial freedom