backend/app/agents/extraction.py

import json

class StructuredEvidenceExtractor:
    def __init__(self):
        pass

    def extract_evidence(self, text_payload: str):
        # Enforces structured output JSON formats
        return {
            "evidence_found": False,
            "segments": []
        }