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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3
System Design and Engineering Challenges
Understanding Machine Learning (ML) and deep learning concepts is essential, but if you’re looking to build an effective search solution powered by Artificial Intelligence (AI) and deep learning, you need production engineering capabilities as well. Effectively deploying ML models requires competencies more commonly found in technical fields such as software engineering and DevOps. These competencies are called MLOps. This is particularly the case for a search system that requires high useability and low latency.
In this chapter, you will learn the basics of designing a search system. You will understand core concepts such as indexing and querying and how to use them to save and retrieve information. ...
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O’Reilly covers everything we've got, with content to help us build a world-class technology community, upgrade the capabilities and competencies of our teams, and improve overall team performance as well as their engagement.Julian F.
I wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.Addison B.
I’ve been on the O’Reilly platform for more than eight years. I use a couple of learning platforms, but I'm on O'Reilly more than anybody else. When you're there, you start learning. I'm never disappointed.Amir M.
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.