README.md

metadata

title: AI Stock Price Assistant
emoji: 📈
colorFrom: blue
colorTo: green
sdk: docker
pinned: false

AI Stock Price Assistant 📈

A real-time stock price and share calculator powered by ChatGPT and Yahoo Finance.

Features

• 🔍 Get real-time stock prices for any ticker
• 💰 Calculate how many shares you can buy with a specific amount
• 💬 Natural language understanding (e.g., "What's Apple's stock price?")
• 🧠 Context-aware conversations (remembers previous stocks discussed)
• 📊 Support for all major stock exchanges

Examples

1. Check stock prices:

   AAPL
   What's the price of Microsoft?
   Show me GOOGL
   

2. Calculate shares:

   How many AAPL shares can I buy with $10000?
   What can I get of Tesla for $5000?
   

3. Context-aware queries:

   MSFT
   How many shares for $20000?
   What about $30000?
   

Technical Details

• Built with Chainlit for the chat interface
• Uses LangChain for natural language processing
• Real-time data from Yahoo Finance
• OpenAI GPT-4 for natural language understanding

Environment Variables

You need to set up the following environment variables:

OPENAI_API_KEY=your-api-key-here

Local Development

1. Clone the repository
2. Install dependencies:

   pip install -r requirements.txt
   

3. Set up your .env file with your OpenAI API key
4. Run the app:

   chainlit run app.py
   

Deployment

This app is deployed on Hugging Face Spaces. You can find it at: https://huggingface.co/spaces/Shipmaster1/AI_Stock_Agent

License

MIT License - feel free to use and modify!