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Add Interactive Streamlit App to AI Hedge Fund #169

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Resolve issue #168. This would make the project more accessible to users without technical knowledge and provide visualization capabilities to better understand the trading decisions and performance of the AI agents. The demo can be viewed online: https://ai-hedge-fund-plus.streamlit.app/

How to Test
Run ./run_app.sh or streamlit run app.py
Navigate to the displayed local URL (typically http://localhost:8501)

Test the different features:

  • Configure agents and run a backtest
  • Analyze portfolio performance
  • View trading decisions and agent reasoning
  • Try the real-time simulation feature

This PR significantly enhances the usability and appeal of the AI Hedge Fund project, making it accessible to a broader audience while providing powerful visualization tools for understanding AI-driven trading strategies.

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