langchain_community.callbacks.mlflow_callback.analyze_text¶

langchain_community.callbacks.mlflow_callback.analyze_text(text: str, nlp: Optional[Any] = None, textstat: Optional[Any] = None) → dict[source]¶

Analyze text using textstat and spacy.

Parameters

  • text (str) – The text to analyze.

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

  • textstat (Optional[Any]) – The textstat library to use for complexity metrics calculation.

Returns

A dictionary containing the complexity metrics and visualization

files serialized to HTML string.

Return type

(dict)