Tinker Search before AI

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

No index yet: a clerk and a stack of pages.

Chapter 1 of 7

Reading every page

Before its AI assistant, Larkspur’s staff searched the company’s documents with a plain search box. A warehouse lead types “forklift”.

This chapter: How does a search box with no index find the pages?

About this chapter

You will learn

  • Documents are cut into pages
  • A scan reads every page
  • Why its cost grows with the pages

Words you’ll meet

Page
One short, fixed-length piece of a document: what the search box finds and ranks.
Scan
Reading every page, one by one, to find the ones with the search’s words.

Step 1 of 4

Larkspur’s 47 documents are cut into 257 of 32 words. With no index, a reads them one by one.

Search for “forklift”.