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# Auto-classify failed dbt runs with an LLM from airflow.decorators import dag, task from anthropic import Anthropic client = Anthropic() @task def classify_failure(run_log: str) -> dict: response = client.messages.create( model="claude-sonnet-4-6", max_tokens=256, messages=[ "role": "user", "content": f"Classify this dbt error:\\n{run_log}" ] ) return "category": response.content[0].text
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