October 2022
Intermediate to advanced
188 pages
4h 26m
English
book
Neural Search - From Prototype to Production with Jina
by Bo Wang, Jina AI, Cristian Mitroi, Feng Wang, Shubham Saboo, Susana Guzmán
Content preview from Neural Search - From Prototype to Production with Jina
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1
Neural Networks for Neural Search
Search has always been a crucial part of all information systems; getting the right information to the right user is integral. This is because a user query, as in a set of keywords, cannot fully represent a user’s information needs. Traditionally, symbolic search has been developed to allow users to perform keyword-based searches. However, such search applications were bound to a text-based search box. With the recent developments in deep learning and artificial intelligence, we can encode any kind of data into vectors and measure the similarities between two vectors. This allows users to create a query with any kind of data and get any kind of search result.
In this chapter, we will review important concepts ...
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I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.