Deployment & Databases

Vector Databases and AI

To build apps that "remember" or "understand" semantic meaning (like RAG - Retrieval Augmented Generation), you need a database that supports vector embeddings. Modern platforms like Supabase (via pgvector) provide this out of the box, allowing you to build smart search and context-aware agents without managing a separate vector DB.

Serverless & Edge Deployment

The trend is moving away from managing servers to "serverless" functions and edge computing. This means your code runs closer to your users, resulting in faster response times—crucial for AI apps where model latency is already a factor.

Why Supabase?

Supabase has gained massive popularity because it combines the power of PostgreSQL (the world's most advanced open-source database) with the ease of use of Firebase. It offers Authentication, Realtime subscriptions, and Edge Functions in one package, making it the perfect backend companion for frontend AI builders like Lovable and Bolt.