azure-search-documents-py

# Azure AI Search SDK for Python Full-text, vector, and hybrid search with AI enrichment capabilities. ## Installation ```bash pip install azure-search-documents ``` ## Environment Variables ```bash AZURE_SEARCH_ENDPOINT=https://<service-name>.search.windows.net AZURE_SEARCH_API_KEY=<your-api-key> AZURE_SEARCH_INDEX_NAME=<your-index-name> ``` ## Authentication ### API Key ```python from azure.search.documents import SearchClient from azure.core.credentials import AzureKeyCredential client = SearchClient( endpoint=os.environ["AZURE_SEARCH_ENDPOINT"], index_name=os.environ["AZURE_SEARCH_INDEX_NAME"], credential=AzureKeyCredential(os.environ["AZURE_SEARCH_API_KEY"]) ) ``` ### Entra ID (Recommended) ```python from azure.search.documents import SearchClient from azure.identity import DefaultAzureCredential client = SearchClient( endpoint=os.environ["AZURE_SEARCH_ENDPOINT"], index_name=os.environ["AZURE_SEARCH_INDEX_NAME"], credential=DefaultAzureCredential() ) ``` ## Client Types | Client | Purpose | |--------|---------| | `SearchClient` | Search and document operations | | `SearchIndexClient` | Index management, synonym maps | | `SearchIndexerClient` | Indexers, data sources, skillsets | ## Create Index with Vector Field ```python from azure.search.documents.indexes import SearchIndexClient from azure.search.documents.indexes.models import ( SearchIndex, SearchField, SearchFieldDataType, VectorSearch, HnswAlgorithmConfig...