feat: Deterministic MC checking — ALL controls, no LLM, reproducible
Replaced LLM-based MC verification with deterministic keyword matching: - Extracts keywords from pass_criteria/fail_criteria - Matches against document text via regex (case-insensitive) - PASS if >= 60% of criteria keywords found AND no fail_criteria triggered - Same text + same MCs = same result every time Checks ALL MCs for the doc_type (max_controls=0): - DSE: all 571 controls checked in <1 second - Impressum: all 75 controls - Cookie: all 381 controls No LLM calls needed — purely deterministic keyword matching. Bigram extraction for compound terms (e.g. "standardvertragsklauseln"). Stop word filtering for German legal text. Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
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@@ -288,7 +288,7 @@ async def _check_single_document(entry: DocCheckEntry) -> list[DocCheckResult]:
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try:
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from compliance.services.rag_document_checker import check_document_with_controls
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mc_results = await check_document_with_controls(
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doc_text, entry.doc_type, entry.label, max_controls=15,
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doc_text, entry.doc_type, entry.label, max_controls=0,
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)
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if mc_results:
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# Add MC results as additional checks to the main result
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