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List of items to do

Replace the embedding model with voyage-finance-2 model as it is more geared towards financial data.
Add a method to include new files and articles and resources to the knowledge base and run the loop of analysis again.
Update the trading prompts to be more specific and to the point.
Research on the new roles of agents to involve and what they will be doing.
Identify places where the human-in-the-loop can be used to improve the system.