# Copyright (c) 2025 Bytedance Ltd. and/or its affiliates # SPDX-License-Identifier: MIT import logging from langchain.schema import HumanMessage, SystemMessage from src.config.agents import AGENT_LLM_MAP from src.llms.llm import get_llm_by_type from src.prose.graph.state import ProseState logger = logging.getLogger(__name__) def prose_shorter_node(state: ProseState): logger.info("Generating prose shorter content...") model = get_llm_by_type(AGENT_LLM_MAP["prose_writer"]) prose_content = model.invoke( [ SystemMessage( content=""" You are an AI writing assistant that shortens existing text. - Use Markdown formatting when appropriate. """ ), HumanMessage(content=f"The existing text is: {state['content']}"), ], ) logger.info(f"prose_content: {prose_content}") return {"output": prose_content.content}