dh zSSKJrJrJr SSKrSSKJr SSKJr SSK J r J r Sr \"SSS S 9"S S \ \55r g) )AnyDictListN) deprecated) Embeddings) BaseModel ConfigDictz@cf/baai/bge-base-en-v1.5z0.3.23z1.0z2langchain_cloudflare.CloudflareWorkersAIEmbeddings)sinceremovalalternative_importc^\rSrSr%SrSr\\S'\\S'\\S'\r \\S'Sr \ \S 'S r \ \S 'S S 0r\\\4\S'S\4U4Sjjr\"SSS9rS\\S\\\4SjrS\S\\4SjrSrU=r$)CloudflareWorkersAIEmbeddings aCloudflare Workers AI embedding model. To use, you need to provide an API token and account ID to access Cloudflare Workers AI. Example: .. code-block:: python from langchain_community.embeddings import CloudflareWorkersAIEmbeddings account_id = "my_account_id" api_token = "my_secret_api_token" model_name = "@cf/baai/bge-small-en-v1.5" cf = CloudflareWorkersAIEmbeddings( account_id=account_id, api_token=api_token, model_name=model_name ) z-https://api.cloudflare.com/client/v4/accounts api_base_url account_id api_token model_name2 batch_sizeTstrip_new_lines AuthorizationBearer headerskwargsc R>[TU]"S0UD6 SSUR30Ulg)z,Initialize the Cloudflare Workers AI client.rrN)super__init__rr)selfr __class__s k/var/www/html/shao/venv/lib/python3.13/site-packages/langchain_community/embeddings/cloudflare_workersai.pyr&CloudflareWorkersAIEmbeddings.__init__.s+ "6"'74>>2B)CD forbidr)extraprotected_namespacestextsreturncUR(a UVs/sHo"RSS5PM nn[S[U5UR5Vs/sHnXX0R-PM nn/nUHpn[ R "URSURSUR3URSU0S9nURUR5SS 5 Mr U$s snfs snf) zCompute doc embeddings using Cloudflare Workers AI. Args: texts: The list of texts to embed. Returns: List of embeddings, one for each text.   r//ai/run/textrjsonresultdata) rreplacerangelenrrequestspostrrrrextendr0)rr'r.ibatches embeddingsbatchresponses r!embed_documents-CloudflareWorkersAIEmbeddings.embed_documents6s   9>?\\$,E?1c%j$//: : a//) *:   E}}$$%Qt&7x?PQ e_H   hmmoh7? @ !@ s C)C.r.cUR(aURSS5OUn[R"URSUR SUR 3URSU/0S9nUR5SSS $) zCompute query embeddings using Cloudflare Workers AI. Args: text: The text to embed. Returns: Embeddings for the text. r*r+r,r-r.r/r1r2r) rr3r6r7rrrrr0)rr.r=s r! embed_query)CloudflareWorkersAIEmbeddings.embed_queryRs+/*>*>t||D#&D==  !4??"38DOO;L MLL4&!  }}x(033r#)r)__name__ __module__ __qualname____firstlineno____doc__rstr__annotations__DEFAULT_MODEL_NAMErrintrboolrrrrr model_configrfloatr>rA__static_attributes__ __classcell__)r s@r!rr s *HL#GON(J(J OT . :GT#s(^:EE H2FLT#Y4U 3D844U 44r#r)typingrrrr6langchain_core._api.deprecationrlangchain_core.embeddingsrpydanticrr rJrrr#r!rUsK""60*0  K Q4IzQ4  Q4r#