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# coding: utf-8
# -------------------------------------------------------------------------
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License. See License.txt in the project root for
# license information.
# --------------------------------------------------------------------------
"""
FILE: sample_semantic_search_async.py
DESCRIPTION:
This sample demonstrates how to use semantic search.
USAGE:
python sample_semantic_search_async.py
Set the environment variables with your own values before running the sample:
1) AZURE_SEARCH_SERVICE_ENDPOINT - the endpoint of your Azure Cognitive Search service
2) AZURE_SEARCH_INDEX_NAME - the name of your search index (e.g. "hotels-sample-index")
3) AZURE_SEARCH_API_KEY - your search API key
"""
import os
import asyncio
async def speller():
# [START speller_async]
from azure.core.credentials import AzureKeyCredential
from azure.search.documents.aio import SearchClient
service_endpoint = os.environ["AZURE_SEARCH_SERVICE_ENDPOINT"]
index_name = os.environ["AZURE_SEARCH_INDEX_NAME"]
key = os.environ["AZURE_SEARCH_API_KEY"]
credential = AzureKeyCredential(key)
client = SearchClient(endpoint=service_endpoint, index_name=index_name, credential=credential)
results = await client.search(search_text="luxury", query_language="en-us", query_speller="lexicon")
async for result in results:
print("{}\n{}\n)".format(result["hotelId"], result["hotelName"]))
# [END speller_async]
async def semantic_ranking():
# [START semantic_ranking_async]
from azure.core.credentials import AzureKeyCredential
from azure.search.documents import SearchClient
service_endpoint = os.environ["AZURE_SEARCH_SERVICE_ENDPOINT"]
index_name = os.environ["AZURE_SEARCH_INDEX_NAME"]
key = os.environ["AZURE_SEARCH_API_KEY"]
credential = AzureKeyCredential(key)
client = SearchClient(endpoint=service_endpoint, index_name=index_name, credential=credential)
results = list(
client.search(
search_text="luxury",
query_type="semantic",
semantic_configuration_name="semantic_config_name",
query_language="en-us",
)
)
for result in results:
print("{}\n{}\n)".format(result["hotelId"], result["hotelName"]))
# [END semantic_ranking_async]
if __name__ == "__main__":
asyncio.run(speller())
asyncio.run(semantic_ranking())
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