From Keyword Search to Vector Search: A Practical Guide with SQLite

A hands-on comparison of keyword search vs. vector search using SQLite's FTS5 and sqlite-vec, with real examples showing when each approach…

SQLite
5 min read · 2026-02-28
Running ML Models in Tauri Without Blocking the UI

How I used a dedicated thread, sync channels, and oneshot responses to run rust-bert inference in a Tauri app without freezing the frontend.

TypeScript
React
4 min read · 2026-02-28
Building Semantic Search in a Desktop App with Rust and SQLite

A step-by-step walkthrough of how I built offline, ML-powered semantic search for my note-taking app using rust-bert, sqlite-vec, and Tauri.

SQLite
TypeScript
React
4 min read · 2026-02-28
Using environment variables within script tags

It is usually not considered an issue to have hard coded api keys that are meant to be exposed in the client side like in the case of analyt…

Astro
1 min read · 2024-07-14
SQLite Loading Extensions on MacOS

MacOS comes with a default SQLite that doesn’t allow you to load extensions.

SQLite
1 min read · 2024-07-09
Why and how to use Promise.allSettled

There will be cases when you need to make multiple API calls and you want to respond after they have all completed and with the status of wh…

JavaScript
TypeScript
2 min read · 2024-04-19
Why I try to avoid CSS margins

Margins are effectively side effects. They affect the positioning of elements outside of their scope, meaning they break encapsulation. As s…

CSS
2 min read · 2023-12-31
Comparisons of ways of typing in TypeScript
TypeScript
1 min read · 2023-10-01
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