from langchain_openai import ChatOpenAI import os def get_llm(openai_api_key: str, temperature: float = 0): """Returns the LongCat-Flash-Lite LLM instance.""" return ChatOpenAI( model_name="LongCat-Flash-Lite", base_url="https://api.longcat.chat/openai", temperature=temperature, openai_api_key=openai_api_key )