Engineering
Instant, typo-tolerant search with Meilisearch
Why we index platforms, projects and articles in Meilisearch, and how Laravel Scout keeps the index in sync without extra code.
Search boxes that need exact spelling fail real people. Meilisearch gives us results as you type, forgives typos and ranks sensibly out of the box.
Indexing with Laravel Scout
Each searchable model declares what it sends to the index. Scout keeps documents in sync whenever content changes in the admin panel — no cron jobs, no manual re-indexing.
Ranking that matches intent
We tell Meilisearch which attributes matter most: a platform’s name beats its feature list, an article’s title beats its body. Small configuration, big difference.
Keep it fast
- Debounce keystrokes on the client.
- Return small payloads — title, snippet and link.
- Fail gracefully: if search is down, quick links still work.
Written by
Techive Team
Innovating the future, one byte at a time.