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"""Sample - Create and deploy a Question Answering authoring project.
This sample demonstrates how to:
* Create an authoring project
* Add a knowledge source
* Deploy the project
* List deployments
Environment variables required:
* AZURE_QUESTIONANSWERING_ENDPOINT - endpoint of your Language resource
* AZURE_QUESTIONANSWERING_KEY - API key
Run with: python sample_create_and_deploy_project.py
"""
import os
from azure.core.credentials import AzureKeyCredential
from azure.ai.language.questionanswering.authoring import QuestionAnsweringAuthoringClient, models as _models
def sample_create_and_deploy_project():
# [START create_and_deploy_project]
endpoint = os.environ["AZURE_QUESTIONANSWERING_ENDPOINT"]
key = os.environ["AZURE_QUESTIONANSWERING_KEY"]
client = QuestionAnsweringAuthoringClient(endpoint, AzureKeyCredential(key))
with client:
project_name = "IsaacNewton"
project = client.create_project(
project_name=project_name,
options={
"description": "Biography of Sir Isaac Newton",
"language": "en",
"multilingualResource": True,
"settings": {"defaultAnswer": "no answer"},
},
)
print("Created project:")
print(f" name: {project['projectName']}")
print(f" language: {project['language']}")
print(f" description: {project['description']}")
print("Listing projects and confirming creation...")
for p in client.list_projects():
if p["projectName"] == project_name:
print(f"Found project {p['projectName']}")
update_sources_poller = client.begin_update_sources(
project_name=project_name,
sources=[
_models.UpdateSourceRecord(
op="add",
value=_models.UpdateQnaSourceRecord(
display_name="Isaac Newton Bio",
source="https://wikipedia.org/wiki/Isaac_Newton", # source id
source_uri="https://wikipedia.org/wiki/Isaac_Newton",
source_kind="url",
content_structure_kind="unstructured",
refresh=False,
),
)
],
)
update_sources_poller.result() # completes; no return payload
print("Knowledge sources updated (1 URL added)")
deployment_poller = client.begin_deploy_project(project_name=project_name, deployment_name="production")
deployment_poller.result() # LRO completes; no deployment payload returned in current SDK
print("Deployment created: production")
print("Project deployments:")
for d in client.list_deployments(project_name=project_name):
print(f" {d['deploymentName']} (lastDeployed: {d.get('lastDeployedDateTime', 'N/A')})")
# [END create_and_deploy_project]
if __name__ == "__main__":
sample_create_and_deploy_project()
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