Embedding Pipelines · Hybrid Retrieval · RAG on Postgres

A blog and newsletter on AI retrieval architecture, Postgres as an AI-native data layer, and Retrieval benchmarking and evaluation.

Cover illustration for “Incremental Embedding Pipeline Design for Postgres CDC Streams”

Embedding Pipelines

Incremental Embedding Pipeline Design for Postgres CDC Streams

Keep pgvector fresh by syncing Postgres changes through CDC.

September 23, 202610 min read

Cover illustration for “BM25 Full-Text Search in Postgres for RAG Pipelines”

Hybrid Retrieval

BM25 Full-Text Search in Postgres for RAG Pipelines

September 23, 20268 min read

Cover illustration for “Postgres as a Vector Database vs Dedicated Vector Stores”

RAG on Postgres

Postgres as a Vector Database vs Dedicated Vector Stores

September 23, 202610 min read

Latest