Semantic

Yea that's basically how it works

Great, thanks

I have a question about this. 'Document Embeddings' creates a vector for each document, but then a document is split into chunks and a vector is created for each chunk, but what happens to the whole-document vectors? Are they retained along side the chunk-vectors? Is some parent-child relation maintained or does that have to be described with metadata or something?

there is no whole document embedding. Only node embeddings (the word node/document are passed around interchangably a lot)