for Human in the Loop Feedback

import mirror

    # Initialize the client
    client = mirror.Client(api_key="your_api_key")

    # Step 1: Submit AI job for expert review
    submission_id = client.submit_for_review(
        llm_input="Review the patient's symptoms and provide a diagnosis: sore throat, itchy eyes, sneezing in morning only, no fever.",
        llm_output="The patient's symptoms suggest seasonal allergies.",
        specialist_uuid="1234-5678-90ab-cdef",
        metadata={"case_id": "12345", "urgency": "high"}
    )

    print(f"Submission {submission_id} sent. Awaiting results...")

    # Step 2: Register a webhook to receive review status updates automatically
    client.register_webhook(
        url="https://yourdomain.com/webhook-endpoint",
        event_type="review_status_update"
    )

    # Optionally, check review status manually
    status = client.get_review_status(submission_id)
    print(f"Review status: {status}")

    # Step 3: Get review results when ready
    results = client.get_review_results(submission_id)
    print(f"Review results: {results}")