Hannune AI Demos

Five live demos showcasing AI systems built by Hannune —
vendor name matching, document validation, extraction, retrieval, and conversational AI.

Ask Hannune

Multi-turn AI assistant that answers questions about TaeHo Kim, Hannune, and 2asy.ai based on a structured profile.

Document Q&A

Upload a PDF and have a multi-turn conversation about its contents using RAG — retrieval-augmented generation.

Document Extraction

Upload a PDF and automatically extract structured fields — name, date, amount, company, ID, and summary.

Document Validation

Upload an invoice or report and see whether its own numbers agree — line amounts, subtotals, row totals, and summary figures against the detail pages. Rules only, no language model on the arithmetic. Text-layer PDF and XLSX; scanned images are out of scope.

Vendor Name Matcher Agent

Upload a list of company names mixed across Korean, Japanese, Chinese, English, and abbreviations. A LangGraph agent groups the rows that are the same company and shows its reasoning for each match. Sample data only.