FreedomIntelligence/TwinMarket ? reverse-engineered prompt

Build me a working demo of TwinMarket, a stock market simulation where multiple AI agents trade based on their own personalities, social interactions, and news. I want a simple way to run the simulation locally, see the market history, watch agents make decisions, and observe orders being matched and executed in real time. It should include basic support for different trading behaviors, some behavioral finance effects like bias and risk preference, and a social layer where agents can talk or influence each other through a forum style network.

Please make the setup easy so I can configure the API keys and run one command to start the demo. If anything about the current LLM or embedding setup needs checking, look up the latest docs online. Also add a clean webpage or dashboard for viewing the simulation output, prices, trades, and agent activity, plus a simple way to plug in new trading strategies and evaluation metrics later.