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Harrison/azure openai (#3942)

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Co-authored-by: Saverio Proto <zioproto@gmail.com>
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Harrison Chase 2023-05-01 21:34:16 -07:00 committed by GitHub
parent 48ea27ba60
commit 2366e71bed
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1 changed files with 30 additions and 1 deletions
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31
langchain/embeddings/openai.py
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@ -94,7 +94,9 @@ class OpenAIEmbeddings(BaseModel, Embeddings):
from langchain.embeddings.openai import OpenAIEmbeddings
embeddings = OpenAIEmbeddings(
deployment="your-embeddings-deployment-name",
model="your-embeddings-model-name"
model="your-embeddings-model-name",
api_base="https://your-endpoint.openai.azure.com/",
api_type="azure",
)
text = "This is a test query."
query_result = embeddings.embed_query(text)
@ -104,6 +106,11 @@ class OpenAIEmbeddings(BaseModel, Embeddings):
client: Any #: :meta private:
model: str = "text-embedding-ada-002"
deployment: str = model # to support Azure OpenAI Service custom deployment names
openai_api_version: str = "2022-12-01"
# to support Azure OpenAI Service custom endpoints
openai_api_base: Optional[str] = None
# to support Azure OpenAI Service custom endpoints
openai_api_type: Optional[str] = None
embedding_ctx_length: int = 8191
openai_api_key: Optional[str] = None
openai_organization: Optional[str] = None
@ -125,6 +132,23 @@ class OpenAIEmbeddings(BaseModel, Embeddings):
openai_api_key = get_from_dict_or_env(
values, "openai_api_key", "OPENAI_API_KEY"
)
openai_api_base = get_from_dict_or_env(
values,
"openai_api_base",
"OPENAI_API_BASE",
default="",
)
openai_api_type = get_from_dict_or_env(
values,
"openai_api_type",
"OPENAI_API_TYPE",
default="",
)
openai_api_version = get_from_dict_or_env(
values,
"openai_api_version",
"OPENAI_API_VERSION",
)
openai_organization = get_from_dict_or_env(
values,
"openai_organization",
@ -137,6 +161,11 @@ class OpenAIEmbeddings(BaseModel, Embeddings):
openai.api_key = openai_api_key
if openai_organization:
openai.organization = openai_organization
if openai_api_base:
openai.api_base = openai_api_base
openai.api_version = openai_api_version
if openai_api_type:
openai.api_type = openai_api_type
values["client"] = openai.Embedding
except ImportError:
raise ValueError(