fintext-extractor

Extract structured transaction data from bank SMS using on-device NER. Two-stage pipeline: DeBERTa classifier filters non-transactions, then GLiNER2 extracts amount, date, type, description, and account digits.

Try the examples below or paste your own SMS text.

Links: Model | GitHub | License: CC-BY-4.0