> Maybe I'll try a binary search, or something else along those lines.
>

You can mix binary search with sqlite as a storar. The idea is to place your
words ordered by text and use rowid as indexes.

So after creating a new table

CREATE TABLE Table2 AS SELECT * FROM Table ORDER BY Text

you now can access each row by "index" since rowids is guaranteed to be
consequential numbers. So accessing in your binary search is

SELECT Text FROM Table2 WHERE rowid=?

Max
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