dhU%SSKJrJrJr SSKrSSKJr SSKJr SSK J r J r J r J r Jr SSKJr SSKJr Sr\\S '"S S \ \5rg) )AnyListOptionalN) Embeddings)secret_from_env) BaseModel ConfigDictField SecretStrmodel_validator)RequestException)Selfz)https://api.baichuan-ai.com/v1/embeddingsBAICHUAN_API_URLc\rSrSr%SrSr\\S'\"SSS9r \ \S'\"S \ "S S /5S 9r \ \S 'Sr\\S'\"SSS9r\"SS9S\4Sj5rS\\ S\\\\4SjrS\\ S\\\\4SjrS\ S\\\4SjrSrg)BaichuanTextEmbeddings"atBaichuan Text Embedding models. Setup: To use, you should set the environment variable ``BAICHUAN_API_KEY`` to your API key or pass it as a named parameter to the constructor. .. code-block:: bash export BAICHUAN_API_KEY="your-api-key" Instantiate: .. code-block:: python from langchain_community.embeddings import BaichuanTextEmbeddings embeddings = BaichuanTextEmbeddings() Embed: .. code-block:: python # embed the documents vectors = embeddings.embed_documents([text1, text2, ...]) # embed the query vectors = embeddings.embed_query(text) NsessionzBaichuan-Text-Embeddingmodel)defaultalias model_nameapi_keyBAICHUAN_API_KEYBAICHUAN_AUTH_TOKEN)rdefault_factorybaichuan_api_key chunk_sizeT)populate_by_nameprotected_namespacesafter)modereturnc[R"5nURRSURR 53SSS.5 XlU$)z/Validate that auth token exists in environment.zBearer identityzapplication/json) AuthorizationzAccept-Encodingz Content-type)requestsSessionheadersupdaterget_secret_valuer)selfrs _/var/www/html/shao/venv/lib/python3.13/site-packages/langchain_community/embeddings/baichuan.pyvalidate_environment+BaichuanTextEmbeddings.validate_environmentKsU""$#*4+@+@+Q+Q+S*T!U#- 2    textsc *[S[U5UR5Vs/sHnXX R-PM nn/nUHnURR [ XPR S.S9nUR5 URS:Xa_UR5nURS/5n[USS9n URU V s/sHoRS/5PM sn 5 M[S URS 35e U$s snfs sn f) zInternal method to call Baichuan Embedding API and return embeddings. Args: texts: A list of texts to embed. Returns: A list of list of floats representing the embeddings, or None if an error occurs. r)inputr)jsondatac&URSS5$)Nindexr)get)es r./BaichuanTextEmbeddings._embed..ssQUU7TUEVr1)key embeddingzError: Received status code z from `BaichuanEmbedding` API)rangelenrrpostrrraise_for_status status_coder5r:sortedextendr ) r-r2i chunk_texts embed_resultschunkresponseresp embeddingssorted_embeddingsresults r._embedBaichuanTextEmbeddings._embedYs"1c%j$//: : a//) *:    E||(( 'Q)H  % % '##s*}}!XXfb1 $*:;V$W!$$?PQ?PVZZ R0?PQ '283G3G2HI..'!.9 &Rs D  D c$URU5$)zPublic method to get embeddings for a list of documents. Args: texts: The list of texts to embed. Returns: A list of embeddings, one for each text, or None if an error occurs. rP)r-r2s r.embed_documents&BaichuanTextEmbeddings.embed_documentss{{5!!r1textc:URU/5nUbUS$S$)zPublic method to get embedding for a single query text. Args: text: The text to embed. Returns: Embeddings for the text, or None if an error occurs. NrrS)r-rVrOs r. embed_query"BaichuanTextEmbeddings.embed_querys(dV$".vay8D8r1)r)__name__ __module__ __qualname____firstlineno____doc__rr__annotations__r rstrrrr rintr model_configr rr/rrfloatrPrTrX__static_attributes__rr1r.rr"s6GS$=WMJM0"'');=R(ST#iRJ2t"ML'" d # &DI&(4U 3D*E&P "T#Y "8DerjsC&&0&"C#C t9Y t9r1