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# `langchain_community.callbacks.wandb_callback`.analyze_text

langchain_community.callbacks.wandb_callback.analyze_text(text: str, complexity_metrics: bool = True, visualize: bool = True, nlp: Optional[Any] = None, output_dir: Optional[Union[str, Path]] = None) → dict

  Analyze text using textstat and spacy.

  Parameters

    - text (str) – The text to analyze.

    - complexity_metrics (bool) – Whether to compute complexity metrics.

    - visualize (bool) – Whether to visualize the text.

    - nlp (spacy.lang) – The spacy language model to use for visualization.

    - output_dir (str) – The directory to save the visualization files to.

  Returns

    A dictionary containing the complexity metrics and visualization

      files serialized in a wandb.Html element.

  Return type

    (dict)