Azure AI Language SDK Common Methods

# python
from azure.ai.textanalytics import TextAnalyticsClient
from azure.core.credentials import AzureKeyCredential

# Replace with your key and endpoint or read from environment variables
language_key = "<your-api-key>"
language_endpoint = "https://<your-resource-name>.cognitiveservices.azure.com/"

def authenticate_client():
    credential = AzureKeyCredential(language_key)
    client = TextAnalyticsClient(endpoint=language_endpoint, credential=credential)
    return client

client = authenticate_client()

def language_detection_example(client):
    documents = ["Bonjour"]
    try:
        response = client.detect_language(documents=documents)[0]
        primary = response.primary_language
        print("Language: ", primary.name)
        print("ISO 639-1 Code: ", primary.iso6391_name)
        print("Confidence Score: ", primary.confidence_score)
    except Exception as err:
        print(f"Encountered exception: {err}")

def pii_recognition_example(client):
    documents = ["Sara can be reached at 888-901-2828 or sara@example.com."]
    try:
        responses = client.recognize_pii_entities(documents, language="en")
        for doc in responses:
            if doc.is_error:
                print(f"Document error: {doc.error}")
                continue
            print("Redacted Text:", doc.redacted_text)
            for entity in doc.entities:
                print(f"- Entity: {entity.text}")
                print(f"  Category: {entity.category}")
                print(f"  Confidence Score: {entity.confidence_score}")
                print(f"  Offset: {entity.offset}")
                print(f"  Length: {entity.length}")
    except Exception as err:
        print(f"Encountered exception: {err}")

if __name__ == "__main__":
    language_detection_example(client)
    pii_recognition_example(client)