06 - Scaling RAG Systems: Performance and Production

Complete guide to Scaling RAG Systems: Performance and Production: architecture, practical implementation and best practices for developers and technical teams.

What you'll learn

• Production RAG Reference Architecture
• Connection Pooling with PgBouncer
• Read Replicas for Vector Search
• Table Partitioning for Large-Scale Datasets
• Caching with Redis

This article is part of the PostgreSQL AI series on federicocalo.dev.

Read the full article

The complete article (17 min read) with code examples, diagrams, and practical exercises is available here:

➡️ 06 - Scaling RAG Systems: Performance and Production

https://federicocalo.dev/en/blog/scaling-rag-systems-performance-production

By Federico Calò — Software Developer & Technical Writer