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# coding=utf-8
# ------------------------------------
# Copyright (c) Microsoft Corporation.
# Licensed under the MIT License.
# ------------------------------------
"""
FILE: sample_update_knowledge_sources.py
DESCRIPTION:
This sample demonstrates how to update Qna project knowledge sources.
USAGE:
python sample_update_knowledge_sources.py
Set the environment variables with your own values before running the sample:
1) AZURE_QUESTIONANSWERING_ENDPOINT - the endpoint to your QuestionAnswering resource.
2) AZURE_QUESTIONANSWERING_KEY - your QuestionAnswering API key.
"""
def sample_update_knowledge_sources():
# [START update_knowledge_sources]
import os
from azure.core.credentials import AzureKeyCredential
from azure.ai.language.questionanswering.authoring import AuthoringClient
# get service secrets
endpoint = os.environ["AZURE_QUESTIONANSWERING_ENDPOINT"]
key = os.environ["AZURE_QUESTIONANSWERING_KEY"]
# create client
client = AuthoringClient(endpoint, AzureKeyCredential(key))
with client:
# create project
project_name = "Microsoft"
client.create_project(
project_name=project_name,
options={
"description": "test project for some Microsoft QnAs",
"language": "en",
"multilingualResource": True,
"settings": {
"defaultAnswer": "no answer"
}
})
# sources
sources_poller = client.begin_update_sources(
project_name=project_name,
sources=[{
"op": "add",
"value": {
"displayName": "MicrosoftFAQ",
"source": "https://www.microsoft.com/en-in/software-download/faq",
"sourceUri": "https://www.microsoft.com/en-in/software-download/faq",
"sourceKind": "url",
"contentStructureKind": "unstructured",
"refresh": False
}
}]
)
sources = sources_poller.result() # wait until done
for item in sources:
print("source name: {}".format(item.get("displayName", "N/A")))
print("\tsource: {}".format(item["source"]))
print("\tsource uri: {}".format(item.get("sourceUri", "N/A")))
print("\tsource kind: {}".format(item["sourceKind"]))
# qnas
qna_poller = client.begin_update_qnas(
project_name=project_name,
qnas=[{
"op": "add",
"value": {
"questions": [
"What is the easiest way to use azure services in my .NET project?"
],
"answer": "Using Microsoft's Azure SDKs"
}
}]
)
qnas = qna_poller.result()
for item in qnas:
print("qna: {}".format(item["id"]))
print("\tquestions:")
for question in item["questions"]:
print("\t\t{}".format(question))
print("\tanswer: {}".format(item["answer"]))
# synonyms
client.update_synonyms(
project_name=project_name,
synonyms={
"value": [
{
"alterations": [
"qnamaker",
"qna maker"
]
},
{
"alterations": [
"qna",
"question and answer"
]
}
]
}
)
synonyms = client.list_synonyms(
project_name=project_name
)
for item in synonyms:
print("synonyms:")
print("\talterations:")
for alt in item["alterations"]:
print("\t\t{}".format(alt))
print('')
# [END update_knowledge_sources]
if __name__ == '__main__':
sample_update_knowledge_sources()
|
