"""Summarization helper using the main LLM.""" from config.config import Config class SummarizerTool: """Summarizes long texts using the LLM.""" def __init__(self) -> None: self.llm = Config.get_llm() def summarize(self, text: str, max_words: int = 300) -> str: """ Summarize the provided text. Args: text: Input text. max_words: Target summary length. Returns: Summary string. """ prompt = ( f"Summarize the following text in about {max_words} words:\n\n{text}" ) resp = self.llm.invoke(prompt) return resp.content