Full-Text Search with Claude Code: MeiliSearch and PostgreSQL tsvector

📰 Dev.to · myougaTheAxo

Learn to optimize full-text search using MeiliSearch and PostgreSQL tsvector for better performance

intermediate Published 11 Mar 2026
Action Steps
  1. Use MeiliSearch for full-text search to avoid full table scans
  2. Configure PostgreSQL tsvector for efficient text search
  3. Compare the performance of SQL LIKE and tsvector for large datasets
  4. Implement indexing to further optimize search queries
  5. Test and evaluate the performance of MeiliSearch and tsvector in your application
Who Needs to Know This

Developers and database administrators can benefit from this lesson to improve the performance of their applications

Key Insight

💡 SQL LIKE '%keyword%' can lead to full table scans, resulting in poor performance for large datasets

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🚀 Optimize full-text search with MeiliSearch and PostgreSQL tsvector! 🚀

Key Takeaways

Learn to optimize full-text search using MeiliSearch and PostgreSQL tsvector for better performance

Full Article

SQL LIKE '%keyword%' = full table scan. At 100k records it's slow. At 1M records it's unusable....
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