2 posts tagged with "RAG"

• Vector Search Directly Over Iceberg Tables, and When You Still Need a Vector Database

  September 21, 2026

  Embeddings are just columns. When exact vector search over Iceberg scans beats a vector database, when it does not, and how to lay out tables.

• RAG Isn’t a Modeling Problem. It’s a Data Engineering Problem.

  January 06, 2025

  Why retrieval-augmented generation systems fail in enterprises - and what to do about it.