June 2026
Intermediate
272 pages
6h 27m
English
Content preview from System Design for the LLM Era
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5
Case Study: AI-Powered Search for E-Commerce Platforms
Search has evolved from exact keyword and full-text matches to serving the precise needs of the user by understanding intent, creating new opportunities for product discovery.
Understanding the user intent behind search queries goes beyond simple spell checks; it's about understanding user emotions and context. A search for 'post-workout food' should be as well understood by the system as a simple query like 'butter chicken'. A search for 'cheeseburst pizza' should also show Coke and Pepsi, which pair well with the food. A search for 'old people home footwear' should show soft-soled slippers. We see this ability to handle ambiguous queries and go beyond exact keyword matching as one area ...
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