from langchain_core.messages import HumanMessage, RemoveMessage # Import tools from separate utility files from tradingagents.agents.utils.core_stock_tools import ( get_stock_data ) from tradingagents.agents.utils.technical_indicators_tools import ( get_indicators ) from tradingagents.agents.utils.fundamental_data_tools import ( get_fundamentals, get_balance_sheet, get_cashflow, get_income_statement ) from tradingagents.agents.utils.news_data_tools import ( get_news, get_insider_transactions, get_global_news ) def build_instrument_context(ticker: str) -> str: """Describe the exact instrument so agents avoid cross-exchange symbol mixups.""" return ( f"The exact listed instrument to analyze is `{ticker}`. " "Use this exact ticker in every tool call, report, and recommendation. " "If it includes an exchange suffix such as `.TO`, `.L`, `.HK`, or `.T`, preserve that suffix and do not mix in companies from other exchanges that share the same root symbol. " "If it does not include a suffix, do not invent one." ) def create_msg_delete(): def delete_messages(state): """Clear messages and add placeholder for Anthropic compatibility""" messages = state["messages"] # Remove all messages removal_operations = [RemoveMessage(id=m.id) for m in messages] # Add a minimal placeholder message placeholder = HumanMessage(content="Continue") return {"messages": removal_operations + [placeholder]} return delete_messages