Data integration

camel rag
Article

Boring RAG: When similarity is just a SQL query

Ivo Bek

Learn how to create a baseline RAG system using Apache Camel, PostgreSQL, and pgvector. This implementation demonstrates a 'boring' approach to RAG, making it easy to understand and debug. Discover the anatomy of a RAG pipeline, including indexing, retrieval, and answering.

homepage feature and share
Page

Red Hat Developers

Your Red Hat Developer membership unlocks access to product trials, learning resources, events, tools, and a community you can trust to help you stay ahead in AI and emerging tech.

Building resilient event-driven architectures with Apache Kafka
Article

How Kafka improves agentic AI

Maarten Vandeperre

Discover why Kafka is the foundation behind modular, scalable, and controllable AI automation.