A document ingestion job stores extracted text from scanned inspection forms, but most rows are empty. What should the engineer check first?

1. Whether model serving scale-to-zero is enabled for the answer generator.
2. Whether the embedding vector dimension is too large for the SQL column name.
3. Whether image-based pages require OCR before text extraction.
4. Whether increasing retrieval top-k returns the empty rows more often.