dh+ LSSKJrJrJr SSKJr SSKJrJr "SS\\5r g))AnyListOptional) Embeddings) BaseModel ConfigDictc^\rSrSr%SrSr\\S'Sr\ \S'Sr \ \ \S'S\4U4S jjr \ "S S S 9rS \\ S\\\4SjrS\ S\\4SjrSrU=r$)ModelScopeEmbeddingsaiModelScopeHub embedding models. To use, you should have the ``modelscope`` python package installed. Example: .. code-block:: python from langchain_community.embeddings import ModelScopeEmbeddings model_id = "damo/nlp_corom_sentence-embedding_english-base" embed = ModelScopeEmbeddings(model_id=model_id, model_revision="v1.0.0") Nembedz.damo/nlp_corom_sentence-embedding_english-basemodel_idmodel_revisionkwargsc >[TU]"S0UD6 SSKJn SSKJn U"URURURS9Ul g![ an[ S5UeSnAff=f)zInitialize the modelscoper)pipeline)TaskszVCould not import some python packages.Please install it with `pip install modelscope`.N)modelr) super__init__modelscope.pipelinesrmodelscope.utils.constantr ImportErrorsentence_embeddingr rr )selfrrre __class__s e/var/www/html/shao/venv/lib/python3.13/site-packages/langchain_community/embeddings/modelscope_hub.pyrModelScopeEmbeddings.__init__so "6"  5 7   $ $--..   C  s A A& A!!A&forbidr)extraprotected_namespacestextsreturncz[[SU55nSU0nURUS9SnUR5$)zCompute doc embeddings using a modelscope embedding model. Args: texts: The list of texts to embed. Returns: List of embeddings, one for each text. c&URSS5$)N  )replace)xs r6ModelScopeEmbeddings.embed_documents..5s199T3#7source_sentenceinputtext_embedding)listmapr tolist)rr#inputs embeddingss rembed_documents$ModelScopeEmbeddings.embed_documents,sES7?@#U+ZZfZ-.>?   ""r-textczURSS5nSU/0nURUS9SSnUR5$)zCompute query embeddings using a modelscope embedding model. Args: text: The text to embed. Returns: Embeddings for the text. r'r(r.r/r1r)r)r r4)rr9r5 embeddings r embed_query ModelScopeEmbeddings.embed_query:sJ||D#&#dV,JJVJ,-=>qA !!r-)r )__name__ __module__ __qualname____firstlineno____doc__r r__annotations__r strrrrr model_configrfloatr7r<__static_attributes__ __classcell__)rs@rr r s E3DHcD$(NHSM(  "H2FL #T#Y #4U 3D # " "U " "r-r N) typingrrrlangchain_core.embeddingsrpydanticrrr rr-rrLs&&0*?"9j?"r-