from app.state.state import EmailAgentState from langchain_google_community import GmailToolkit from app.gmail_auth import gmail_toolkit ,api_resource def check_previous_email_exist_node(state: EmailAgentState): # Search for previous interactions (both sent and received) search_tool = [t for t in gmail_toolkit.get_tools() if t.name == "search_gmail"][0] # Combined query using Gmail's OR syntax query = f"from:{state['sender_email_id']} OR to:{state['sender_email_id']}" results = search_tool.invoke(query) if len(results) == 0: return {"draft_context": "No relevant past context found."} def after_mail_check(state: EmailAgentState): # Check the actual state value if state.get("draft_context") == "No relevant past context found.": return "email_writing_agent" return "prepare_context_node"