Managed serverless Postgres with pgvector for vector similarity search, featuring real-time subscriptions, Edge Functions, auto-HNSW indexing, serverless scaling, and RLS for multi-tenant isolation. Built for full-stack AI apps with auth, storage, and realtime. Postgres SQL + vectors outperforms dedicated DBs in integrated app development and cost for RAG/multi-tenant use cases.
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Supabase Vector
Supabase provides an open-source toolkit for developing AI applications using Postgres and pgvector. Vectors are enabled via pgvector, a Postgres extension for storing and querying vectors at scale.
vs Dedicated Vector DBs:
| Aspect | Supabase + pgvector | Dedicated Vector DBs |
|---|---|---|
| SQL Power | Full Postgres | Limited |
| Realtime | Native subs | Add-ons/polling |
| Multi-Tenant | RLS built-in | Custom impl |
| Full-Stack | Auth/storage incl. | DB only |
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