Human-in-the-Loop

@app.post("/api/human-feedback", response_model=dict)
async def human_feedback(payload: dict):
    """
    Human-in-the-loop: doctor edits SOAP → triggers re-debate (max 1 iteration).
    """
    edited_soap = payload.get("edited_soap", "")
    original_text = payload.get("original_text", "")
    feedback = payload.get("feedback", "")

    if not edited_soap and not feedback:
        raise HTTPException(400, "Must provide edited_soap or feedback")

    try:
        from backend.agents.orchestrator import full_pipeline
        from backend.models.patient import AnalysisRequest

        # Re-run with feedback as additional context
        enhanced_text = f"{original_text}\n\n---\nDoctor Feedback: {feedback}\nEdited SOAP: {edited_soap}"
        request = AnalysisRequest(text=enhanced_text)
        soap, debate_state = await full_pipeline(request)

        return {
            "soap": soap.model_dump(),
            "debate": debate_state.model_dump(),
            "note": "Re-analysis with human feedback completed",
        }
    except Exception as e:
        logger.exception("Human feedback re-analysis failed")
        raise HTTPException(500, str(e))

function submitFeedback() {
  const editedSOAP = document.getElementById('soap-editor').value;
  const feedback = document.getElementById('feedback-textarea').value;
  const originalText = sessionStorage.getItem('original_case_text');

  fetch('/api/human-feedback', {
    method: 'POST',
    headers: { 'Content-Type': 'application/json' },
    body: JSON.stringify({
      edited_soap: editedSOAP,
      original_text: originalText,
      feedback: feedback
    })
  })
  .then(res => res.json())
  .then(data => {
    // Display updated SOAP
    renderSOAP(data.soap);
    showNotification('Re-analysis complete — review updated SOAP note');
  });
}