dhSSKrSSKrSSKrSSKJrJr SSKrSSKJr SSK J r J r \R"\ 5r"SS\ \5rg)N)AnyList) Embeddings) BaseModel ConfigDictc^\rSrSr%SrSr\\S'Sr\\S'Sr \\S'\ "SS S 9r S \ 4U4S jjr S \S\\4SjrS\\S\\\4SjrS \S\\4SjrS\S\S\S\ 4SjrS rU=r$)OVHCloudEmbeddings z# OVHcloud AI Endpoints Embeddings. access_token model_namekeplerregionforbid)extraprotected_namespaceskwargsc >[TU]"S0UD6 URS:Xa [S5eURS:Xa [S5eUR S:Xa [S5eg)Nr z1Access token is required for OVHCloud embeddings.z/Model name is required for OVHCloud embeddings.z+Region is required for OVHCloud embeddings.r)super__init__r ValueErrorr r)selfr __class__s _/var/www/html/shao/venv/lib/python3.13/site-packages/langchain_community/embeddings/ovhcloud.pyrOVHCloudEmbeddings.__init__sb "6"    "PQ Q ??b NO O ;;" JK K textreturnc(URSUS5$)zGenerate embeddings from OVHCLOUD AIE. Args: text (str): The text to embed. Returns: List[float]: Embeddings for the text. z text/plaintext2vec)_send_request_to_ai_endpointsrrs r_generate_embedding&OVHCloudEmbeddings._generate_embedding&s11,jQQrtextscPURS[R"U5S5$)zEmbed a list of documents. Args: texts (List[str]): The list of texts to embed. Returns: List[List[float]]: List of embeddings, one for each input text. zapplication/jsonbatch_text2vec)r"jsondumps)rr&s rembed_documents"OVHCloudEmbeddings.embed_documents0s(11  5 13C  rc$URU5$)zwEmbed a single query text. Args: text (str): The text to embed. Returns: List[float]: Embeddings for the text. )r$r#s r embed_queryOVHCloudEmbeddings.embed_query>s''--r contentTypepayloadroutec\USUR3S.n[R"5nURSURSUR SU3UUS9nUR S:waUR S:Xa][URRS S 55n[RS U5 US :a[R"U5 MMUR S :Xa [S 5e[SRUR UR S95eUR#5$)aSend a HTTPS request to OVHcloud AI Endpoints Args: contentType (str): The content type of the request, application/json or text/plain. payload (str): The payload of the request. route (str): The route of the request, batch_text2vec or text2vec. zBearer )z content-type Authorizationzhttps://z .endpoints.z.ai.cloud.ovh.net/api/)headersdataizRateLimit-Resetrz(Rate limit exceeded. Waiting %d seconds.iz"Unauthorized, retry with new tokenz6Request failed with status code: {status_code}, {text}) status_coder)r requestssessionpostr rr8intr5getloggerinfotimesleeprformatrr))rr0r1r2r5r:response reset_times rr"0OVHCloudEmbeddings._send_request_to_ai_endpointsGs7(&t'8'8&9:  ""$||t/{4;;-,UG5  $H##s*''3.=!$X%5%5%9%9:KQ%O!PJKK JJW!A~ :. Q ''3.>$%IJJ9 LSS$,$8$8x}}T ==? "r)__name__ __module__ __qualname____firstlineno____doc__r str__annotations__r rr model_configrrrfloatr$r+r.r"__static_attributes__ __classcell__)rs@rr r s.L#EJ'FCH2FLLLRRU R  T#Y  4U 3D  ..U .,#,#),,#58,# ,#,#rr )r)loggingr@typingrrr9langchain_core.embeddingsrpydanticrr getLoggerrFr>r rrrrVs:  0*   8 $f#Jf#r