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Cohere Toolkit is a collection of prebuilt components enabling users to quickly build and deploy RAG applications.

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Market Research Dashboard

A modern financial market research dashboard with real-time data visualization and analysis tools.

Features

  • Real-time stock and cryptocurrency data
  • Interactive 3D visualizations
  • Technical analysis indicators
  • Price alerts
  • Multiple chart types (3D, Candlestick, Volume, Technical)
  • Dark theme modern UI

Setup

  1. Clone the repository:
git clone <repository-url>
cd market-research-dashboard
  1. Create and activate a virtual environment:
python -m venv venv
source venv/bin/activate  # On Windows: venv\Scripts\activate
  1. Install dependencies:
pip install -r requirements.txt
  1. Run the dashboard:
python dashboard.py
  1. Open your browser and navigate to:
http://127.0.0.1:8050

Usage

  1. Select Asset Type (Stocks/Crypto)

  2. Choose a Symbol

  3. Select Chart Type:

    • 3D View: Interactive 3D visualization of price and volume
    • Candlestick: Traditional candlestick chart
    • Line + Volume: Price and volume analysis
    • Technical: Moving averages and technical indicators
  4. Set Price Alerts:

    • Enter target price
    • Choose condition (above/below)
    • Click "Set Alert"

Data Sources

  • Stocks: Alpha Vantage API
  • Cryptocurrencies: CoinGecko API

Dependencies

  • Python 3.8+
  • Dash
  • Plotly
  • Pandas
  • NumPy
  • Requests
  • PyCoinGecko

License

MIT License

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