Intro to Neural Search

Описание: Do you wonder how to make a search system that is as intelligent as Google? How to implement a search system for images, audio, video and any other complex data types we have? That's what can be answered using Neural Search. But what is Neural Search?


When we use Neural Networks for a search system, we call that Neural Search. Thanks to Neural Networks, we get new capabilities that were not possible in the earlier rules-based approach. In this video, we cover the history of search systems and introduce Artificial Intelligence, Machine Learning specifically deep-learning advancements that enable a search experience that brings endless possibilities. And it is practical to build such search systems using the open-source projects such as Jina https://get.jina.ai



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Chapters:
0:00 Introduction
1:18 History of Search
2:26 Neural Networks
4:23 What is Neural Search?
5:55 Neural Search vs Rules Based Approach
8:10 Building Your Own Search System
8:38 Using Open Source Search Tools

Media Credits:
Prague Castle District Lit Up at Night - Photo by Julius Silver from Pexels
A Person Writing on Pink Paper - Video by cottonbro from Pexels
A Man Taking a Selfie with a Woman Eating a Pastry - Video by Kampus Production from Pexels
A Man Showing His Anger And Frustration By Ripping a Paper - Video by Gifing.com from Pexels
Footage of a Man Gets an Idea - Video by Sound On from Pexels
StackOverflow for Teams - Video by StackOverflow
Person Typing - Video by Carlos Arribas from Pexels