Azure AI Search
An Azure search service with built-in artificial intelligence capabilities that enrich information to help identify and explore relevant content at scale.
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Hi,
I'm trying to create a ai search index with integrated vectorization and configuring vectorization as:
vector_search = VectorSearch(
algorithms=[
HnswAlgorithmConfiguration(
name="myHnsw",
parameters=HnswParameters(
m=4,
ef_construction=400,
ef_search=500,
metric=VectorSearchAlgorithmMetric.COSINE,
),
),
ExhaustiveKnnAlgorithmConfiguration(
name="myExhaustiveKnn",
parameters=ExhaustiveKnnParameters(
metric=VectorSearchAlgorithmMetric.COSINE,
),
),
],
profiles=[
VectorSearchProfile(
name="myHnswProfile",
algorithm_configuration_name="myHnsw",
vectorizer="myOpenAI",
),
VectorSearchProfile(
name="myExhaustiveKnnProfile",
algorithm_configuration_name="myExhaustiveKnn",
vectorizer="myOpenAI",
),
],
vectorizers=[
AzureOpenAIVectorizer(
name="myOpenAIbehindProxy",
kind="azureOpenAI",
azure_open_ai_parameters=AzureOpenAIParameters(
resource_uri = CONFIG.OPEN_AI_PROXY_URL
# resource_uri = CONFIG.OPEN_AI_URL,
deployment_id="text-embedding-ada-002-dep",
api_key=open_ai_auth_token,
),
),
],
)