Seonglae ChoThe methods to create multiple vectors per document include
- Smaller chunks: split a document into smaller chunks, and embed those (this is ParentDocumentRetriever).
- Summary: create a summary for each document, embed that along with (or instead of) the document.
- Hypothetical questions: create hypothetical questions that each document would be appropriate to answer, embed those along with (or instead of) the document.