Caso de uso
Semantic search
Find documents by meaning rather than by keyword, so a search for "how do I cancel" finds the page titled "ending your subscription".
O que é necessário
Pela ordem em que as adotaria. Cada passo abre no grafo de conhecimento.
-
Dense numeric vector representing the meaning of a piece of text.
-
Open-source vector database with hybrid keyword and vector search built in.
-
Encoder-only Transformer pre-trained with masked language modelling.
-
Second-stage ordering of retrieved candidates by a more accurate scoring model.