Jangbu Import (Grade A)경미할인가 데이터-인공지능 기술로 Claude AI를 지원하는 최고 등급. 원본 재무 데이터(엑셀·은행 CSV·카드 내역 CSV·영수증 이미지·세금계산서 PDF·카드명세서 PDF)를 표준 거래내역 13개 필드로 변환하는 기술.

What happens if the OCR cannot parse a card statement correctly?

If PaddleOCR fails to extract all rows, the response includes needs_llm_fallback:true and lists unparsed rows. Users can review the suggested corrections via the ocr_analyze step, or rely on the LLM fallback parser for formats that lack a dedicated parser (e.g., Samsung, Lotte, BC cards).

Asked by Ivo Novotný · Jul 27, 2025

How does the skill handle sensitive information in card statements?

Before processing, the document is stored locally ( ~/.jangbu/raw/ocr/ ) and only masked views and summaries are sent to the LLM. Level 2 sensitive‑information masking is applied to hide data such as resident registration numbers or business registration numbers.

Asked by Vikram Rao · Jul 10, 2025

Which financial file formats can Jangbu Import process?

Jangbu Import accepts Excel (XLSX) files, bank CSVs, card transaction CSVs, receipt images (JPG/PNG/PDF), tax invoice PDFs, and card statement PDFs. Each source type is specified with a corresponding source_type or doc_type parameter.

Asked by Noelia Campos · Jul 7, 2025