dhFSSKJr SSKrSSKJrJrJrJr SSKJ r SSK J r J r SSK Jr \R"\5r"SS\\ 5rg) ) annotationsN)AnyDictListOptional) Embeddings)get_from_dict_or_envpre_init) BaseModelc\rSrSr%SrSrS\S'SrS\S'SrS\S 'S r S\S 'S r S\S 'Sr S\S'Sr S\S'S\S'\ SSj5rSSjrSSjrSrg)VolcanoEmbeddings z)`Volcengine Embeddings` embedding models.Nz Optional[str] volcano_ak volcano_skz*maas-api.ml-platform-cn-beijing.volces.comstrhostz cn-beijingregionz bge-large-zhmodelz1.0versiondint chunk_sizerclientc[USS5US'[USS5US'SSKJn U"USUS5nURUS5 UR US5 X1S 'U$![ a [ S 5ef=f) a Validate whether volcano_ak and volcano_sk in the environment variables or configuration file are available or not. init volcano embedding client with `ak`, `sk`, `host`, `region` Args: values: a dictionary containing configuration information, must include the fields of volcano_ak and volcano_sk Returns: a dictionary containing configuration information. If volcano_ak and volcano_sk are not provided in the environment variables or configuration file,the original values will be returned; otherwise, values containing volcano_ak and volcano_sk will be returned. Raises: ValueError: volcengine package not found, please install it with `pip install volcengine` rVOLC_ACCESSKEYrVOLC_SECRETKEYr) MaasServicerrrzMvolcengine package not found, please install it with `pip install volcengine`)r volcengine.maasrset_akset_sk ImportError)clsvaluesrrs a/var/www/html/shao/venv/lib/python3.13/site-packages/langchain_community/embeddings/volcengine.pyvalidate_environment&VolcanoEmbeddings.validate_environment.s. 4    | 4    |  3 1ABF MM&. / MM&. /%8    +  s AA%%A;c,URU/5S$)Nr)embed_documents)selftexts r$ embed_queryVolcanoEmbeddings.embed_query^s##TF+A..c[S[U5UR5Vs/sHnXX R-PM nn/nUHgnURURS.US.nSSKJn URRU5nURUSV s/sHoSPM sn 5 Mi U$s snfs sn f!Wan [SU 35eSn A ff=f) a' Embeds a list of text documents using the AutoVOT algorithm. Args: texts (List[str]): A list of text documents to embed. Returns: List[List[float]]: A list of embeddings for each document in the input list. Each embedding is represented as a list of float values. r)namer)rinput) MaasExceptiondata embeddingzembed by volcengine Error: N) rangelenrrrrr1r embeddingsextend ValueError) r)textsitext_in_chunkslstchunkreqr1respreses r$r(!VolcanoEmbeddings.embed_documentsas1c%j$//: : a//) *:  #E!JJ#|| C D9{{--c2 V E  , EF$ ) "F  D #>qc!BCC Ds/B/"3B9 B4 "B94B99C?C  C)r#rreturnr)r*rrDz List[float])r9z List[str]rDzList[List[float]])__name__ __module__ __qualname____firstlineno____doc__r__annotations__rrrrrrr r%r+r(__static_attributes__rCr-r$r r s3 $J $I!%J $I=D#<EFCE E3 GSJ2 K --^/r-r ) __future__rloggingtypingrrrrlangchain_core.embeddingsrlangchain_core.utilsr r pydanticr getLoggerrEloggerr rCr-r$rTs:",,0?   8 $s :sr-