Tinker Search before AI

by Samy (Kondasamy Jayaraman) · drawn with Colorfigures by April Zhu

The search waits on the desk.

Chapter 6 of 7

Words versus meaning

Cleaning helped, but a new hire searches “logging in without a password” and gets nothing useful back.

This chapter: When do keywords miss, and when do they beat meaning?

About this chapter

You will learn

  • Keywords match words, not meaning
  • Embeddings match meaning, not exact codes
  • A blend keeps both

Words you’ll meet

Embedding
A list of numbers standing for a text’s meaning: texts that mean alike get close lists.
Hybrid search
Ranking pages by keywords and by meaning together.

Step 1 of 6

Keywords find pages that share the search’s words. The page that answers this one says “single sign-on”.

Search by keywords.