Elasticsearch has recently added a data type called semantic_text, which automatically chunks text, calculates embeddings, and stores the chunks with sensible defaults.
Queries are similarly simplified, where vectors are calculated and compared internally, which makes a lot less I/O and a lot simpler client code.
(Disclaimer: I work for Elastic)
Elasticsearch has recently added a data type called semantic_text, which automatically chunks text, calculates embeddings, and stores the chunks with sensible defaults.
Queries are similarly simplified, where vectors are calculated and compared internally, which makes a lot less I/O and a lot simpler client code.
https://www.elastic.co/search-labs/blog/semantic-search-simp...