rony0000013/stonks

Stonks is a beginner-friendly 👋 stock information app that revolutionizes the way you access and understand stock data. Built on Streamlit 💻, it leverages serverless Cloudflare Workers ☁️ and Workers AI 🤖 to generate insightful stock summaries from polygon.io API 📊.

Stonks App 📈📉

Features

• Stock Summary: Get a comprehensive overview of stocks, including daily price charts and essential information.
• Multi-Language Support: Access stock information in multiple languages, ensuring accessibility for a global audience.
• News and Sentiment Analysis: Stay up-to-date with recent news related to stocks, accompanied by sentiment analysis for better decision-making.
• Customizable Date: Users can customize the date to obtain stock information tailored to their specific needs.
• LLM Model Selection: Choose from various Large Language Models (LLMs) to generate stock information based on individual preferences.

Getting Started

Prerequisites - Python and Poetry, Stonks-worker deployed or running locally

To run the Stonks App locally, follow these steps:

1. Clone the repository:

   git clone https://github.com/rony0000013/stonks.git

2. Install the dependencies:

   poetry install

3. Add stonks worker deployed link in .streamlit/secrets.toml

   url = "<your-deployment-link>

4. Run the app

   poetry run streamlit run main.py

Contributing

Contributions to the Stonks App are welcome! If you find any issues or have suggestions for improvements, please open an issue or submit a pull request on the GitHub repository.

License

This project is licensed under the MIT License.

Tech Stacks

• Streamlit for the easy-to-use web app framework.
• Cloudflare Workers for serverless computing.
• Workers AI for providing the language models.
• polygon.io for the stock market data API.