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"""Sample - Update project knowledge sources and add QnAs & synonyms.
Demonstrates:
* Creating a project
* Adding a URL knowledge source
* Adding QnA pairs
* Adding synonyms
Environment variables required:
* AZURE_QUESTIONANSWERING_ENDPOINT
* AZURE_QUESTIONANSWERING_KEY
Run with: python sample_update_knowledge_sources.py
"""
import os
from azure.core.credentials import AzureKeyCredential
from azure.ai.language.questionanswering.authoring import QuestionAnsweringAuthoringClient, models as _models
def sample_update_knowledge_sources():
# [START update_knowledge_sources]
endpoint = os.environ["AZURE_QUESTIONANSWERING_ENDPOINT"]
key = os.environ["AZURE_QUESTIONANSWERING_KEY"]
client = QuestionAnsweringAuthoringClient(endpoint, AzureKeyCredential(key))
with client:
project_name = "MicrosoftFAQProject"
client.create_project(
project_name=project_name,
options={
"description": "Test project for some Microsoft QnAs",
"language": "en",
"multilingualResource": True,
"settings": {"defaultAnswer": "no answer"},
},
)
sources_poller = client.begin_update_sources(
project_name=project_name,
sources=[
_models.UpdateSourceRecord(
op="add",
value=_models.UpdateQnaSourceRecord(
display_name="MicrosoftFAQ",
source="https://www.microsoft.com/en-in/software-download/faq",
source_uri="https://www.microsoft.com/en-in/software-download/faq",
source_kind="url",
content_structure_kind="unstructured",
refresh=False,
),
)
],
)
sources_poller.result()
print("Knowledge source added (MicrosoftFAQ)")
qna_poller = client.begin_update_qnas(
project_name=project_name,
qnas=[
_models.UpdateQnaRecord(
op="add",
value=_models.QnaRecord(
id=1,
questions=["What is the easiest way to use azure services in my .NET project?"],
answer="Using Microsoft's Azure SDKs",
source="manual",
),
)
],
)
qna_poller.result()
print("QnA added (1 record)")
client.update_synonyms(
project_name=project_name,
synonyms=_models.SynonymAssets(
value=[
_models.WordAlterations(alterations=["qnamaker", "qna maker"]),
_models.WordAlterations(alterations=["qna", "question and answer"]),
]
),
)
synonyms = client.list_synonyms(project_name=project_name)
for item in synonyms: # ItemPaged
print("Synonyms group:")
for alt in item["alterations"]:
print(f" {alt}")
# [END update_knowledge_sources]
if __name__ == "__main__":
sample_update_knowledge_sources()
|
