Vector Search in the Wild
Big tech has been using it for years, and now it is spreading like wildfire across industries everywhere. Without realizing it, we all use vector search every day. Here we take a look at the world of vector search and its incredible potential.
Introduction
Vector search has been big tech’s tightly kept secret for years. When you perform a Google search, get recommended shows on Netflix, or find Amazon suggesting that product you never knew you wanted, that isn’t magic; it’s vector search.
It is ubiquitous in our daily lives, and every day new use cases appear, but now it’s not only big tech’s secret sauce. From startups to blue-chip corporations, vector search is finding success everywhere. Here, we will take the lid off the jar and reveal where vector search is used.
In the following chapters, you will learn how vector search can enhance existing applications and open doors to previously inaccessible opportunities.
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How Spotify Uses Semantic Search for Podcasts
How Spotify is reimagining podcast discovery with semantic search.
Chapter 02Building the Self-Organizing Workspace at Mem
How Mem uses language models and vector search to unlock humanity's collective intelligence.
Chapter 03Detecting Similar Security Alerts at Expel
How Expel built an alert similarity detector to help security analysts detect and remediate threats faster.
Chapter 04How Nyckel Built An API for Semantic Image Search
How Nyckel automates ML workflows for image and text classification, object detection, and visual search with the help of vector search.
How Vector Search Powers Ecommerce
How giants like Amazon or Shein know what you want before you do.
The Future of Document Discovery
How organizations are using Q&A to enable a more "human" search experience.
AI-Powered Assistants are Everywhere
Learn how vector search is powering the next generation of chatbots.
And more...
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