# Ingesting the same handbook more than once (real PostgreSQL + pgvector) rows are counted with: select count(*) from vector_store 1. first upload -> status=ingested chunksWritten=4 chunksReplaced=0 | rows in table=4, texts embedded so far=4 2. same bytes again -> status=skipped chunksWritten=0 chunksReplaced=0 | rows in table=4, texts embedded so far=4 3. page 2 edited (20 -> 22 days) -> status=updated chunksWritten=4 chunksReplaced=4 | rows in table=4, texts embedded so far=8 rows still saying "20 working days": 0, rows saying "22 working days": 1 4. same text, exported again -> status=updated chunksWritten=4 chunksReplaced=4 | rows in table=4, texts embedded so far=12 the two PDFs have identical text and different bytes: true the file hash is a hash of bytes, so a re-export counts as a change and is re-embedded --- the naive version: vectorStore.add() on every upload, nothing remembered --- the same 4 chunks added on two more uploads: rows in table 4 -> 12 rows saying "22 working days" now: 3