# Automatic Embeddings in Postgres

DevFeed: [Automatic Embeddings in Postgres](<https://devfeed.tech/articles/automatic-embeddings-in-postgres-308.md>)

Original publisher: [Read original article](<https://supabase.com/blog/automatic-embeddings>)

Author: Greg Richardson

Published: 2025-04-01T07:00:00Z

Content type: release

Language: en

Sources: [Supabase Blog](<https://devfeed.tech/sources/supabase-blog.md>)

Topics: [AI search](<https://devfeed.tech/topics/ai-search.md>), [Retrieval Augmented Generation (RAG)](<https://devfeed.tech/topics/retrieval-augmented-generation-rag.md>)

Tags: [embeddings](<https://devfeed.tech/tags/embeddings.md>), [postgres](<https://devfeed.tech/tags/postgres.md>), [rag](<https://devfeed.tech/tags/rag.md>), [sql](<https://devfeed.tech/tags/sql.md>), [vector](<https://devfeed.tech/tags/vector.md>)

## AI overview

Supabase introduces automatic embedding generation and updates coordinated from Postgres. Jobs are enqueued when rows change, run in the background, retry on failure, and write vectors back to the database.

## Source excerpt

Automatic embeddings move the vector generation step into Postgres