NotesConventional search methods rely on keyword matching, where the system locates exact words or phrases from the query within documents. This technique can be enhanced to better capture the context and intent behind the user's query, leading to more relevant and precise search results. Semantic search focuses on understanding the meaning and intent behind the query. Combining semantic search with filters—or additional parameters to narrow the results based on specific attributes—further improves accuracy.
In this article, we explore semantic search with filters and demonstrate how you can implement it using pgvector and JavaScript.FeedUnfurl
Notes"The XML functions for PostgreSQL (introduced here) have been updated and, as of version 8, ship with the standard distribution of PostgreSQL." XSLT and XPath in the database.Unfurl