dh\SSKrSSKJrJrJrJr SSKJr SSK J r J r J r "SS\ \5r g)N)AnyDictListOptional) Embeddings) BaseModel ConfigDictmodel_validatorc\rSrSr%SrSr\\S'Sr\ \ \S'\ "SSS 9r \ "S S 9\S \S \ 4Sj55rS\\S \\\4SjrS\S \\4SjrS\\S \\\4SjrS\S \\4SjrSrg)SpacyEmbeddingsakEmbeddings by spaCy models. Attributes: model_name (str): Name of a spaCy model. nlp (Any): The spaCy model loaded into memory. Methods: embed_documents(texts: List[str]) -> List[List[float]]: Generates embeddings for a list of documents. embed_query(text: str) -> List[float]: Generates an embedding for a single piece of text. en_core_web_sm model_nameNnlpforbid)extraprotected_namespacesbefore)modevaluesreturncURS5cSUS'URS5n[RRS5c [ S5eSSKnUR U5US'U$![a [ SUS US 35ef=f) z Validates that the spaCy package and the model are installed. Args: values (Dict): The values provided to the class constructor. Returns: The validated values. Raises: ValueError: If the spaCy package or the model are not installed. rNrspacyzDSpaCy package not found. Please install it with `pip install spacy`.rrz SpaCy model 'z>' not found. Please install it with `python -m spacy download z%`or provide a valid spaCy model name.)get importlibutil find_spec ValueErrorrloadOSError)clsrrrs g/var/www/html/shao/venv/lib/python3.13/site-packages/langchain_community/embeddings/spacy_embeddings.pyvalidate_environment$SpacyEmbeddings.validate_environments ::l # +#3F< ZZ -  >> # #G , 4V   !JJz2F5M   |,..8\:77  s A//B textsc|UVs/sH+o RU5RR5PM- sn$s snf)z Generates embeddings for a list of documents. Args: texts (List[str]): The documents to generate embeddings for. Returns: A list of embeddings, one for each document. rvectortolist)selfr&texts r#embed_documentsSpacyEmbeddings.embed_documentsDs2rNs),,0;;lYilYr3