Azure Cognitive Search is a cloud search service with built-in AI capabilities. Integrating Azure Cognitive Search into your Lyzr application allows for rich search capabilities, including vector search.

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Installation

pip install azure-search-documents==11.4.0 azure-identity

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Cloud

import os
from azure.search.documents.indexes import SearchIndexClient
from azure.search.documents import SearchClient
from azure.core.credentials import AzureKeyCredential

search_service_name = os.environ["Azure Cognitive Search Service Name"]
key = os.environ["Azure Cognitive Search Key"]

cognitive_search_credential = AzureKeyCredential(key)
service_endpoint = f"https://{search_service_name}.search.windows.net"


index_client = SearchIndexClient(
    endpoint=service_endpoint,
    credential=cognitive_search_credential,
)

vector_store_params = {
    "vector_store_type": "CognitiveSearchVectorStore",
    "search_or_index_client": index_client,
    "index_name": "lyzr_core",
}
PineconeLanceDB