import os
from unstructured import UnstructuredClient

client = UnstructuredClient(
    username=os.environ.get("UNSTRUCTURED_USERNAME"),  # This is the default and can be omitted
    password=os.environ.get("UNSTRUCTURED_PASSWORD"),  # This is the default and can be omitted
)
response = client.tags.pattern.suggest_patterns(
    pattern_description="pattern_description",
    tag_data={
        "name": "name"
    },
)
print(response.confidence_score)

{
  "regex": "<string>",
  "explanation": "<string>",
  "validation_results": {},
  "confidence_score": 123,
  "suggested_improvements": [
    "<string>"
  ],
  "context_items": [
    "<string>"
  ],
  "inferred_intent": "<string>",
  "required_context_matches": 123
}