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shira-hermes/mcp_server
chaim 7b517e12b3 fix(ocr+safety): stop document-content hallucinations from empty OCR
Three independent bugs combined to make Shira fabricate the content of
case-46-Friedman's appeal in production (CTS case rewritten as a knee
injury, wrong dates, wrong court file number, wrong %-of-disability —
written into save_memory/Task/Meeting on prod).

* api/services/ocr.py — ocr_docx_images now reads word/document.xml first
  (text content), then OCRs embedded images. Previously it only OCR'd the
  word/media/* images, so a text-heavy DOCX with one signature image
  returned only "[signature]" to the LLM. Verified against the same
  Friedman appeal: 16633 chars / 80 paragraphs / 0 XML noise.

* mcp_server/tools/document_tools.py — _ocr_fallback now refuses to wrap
  an empty/signature-only OCR result as success. If <80 useful chars or
  just "[signature]", returns an explicit failure that instructs the LLM
  not to describe / summarize the document.

* api/services/prompt_builder.py — TOOL_RULES adds the absolute rule
  "DOCUMENT FAITHFULNESS": never quote a document not literally in the
  tool result for THIS turn; never infer content from a file name; treat
  dates and case numbers as especially dangerous to invent.

Refs Task Master #5, #6, #7

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
2026-05-26 13:58:37 +00:00
..
2026-04-13 17:29:35 +00:00