Closest words from embedding vector

[rhohndorf]

Hi,
is it possible to get the n closest words for an embedding vector ?

[Green-Sky]

1. yes, you can build and use an embedding database for that (see usearch hnswlib )
2. as outlined in [User] Embedding doesn't seem to work? #899 , gpt based models have exceptionally bad performance when used as sentence embedder. I recommend you use something else, like https://github.com/skeskinen/bert.cpp for sbert embeddings, or https://github.com/monatis/clip.cpp for text and image embeddings.