Stratos Louvaris

Agentic AI Systems Engineer

Production, not demos

Security from day one

Documents what breaks

Stratos Louvaris

Agentic AI Systems Engineer

Production, not demos

Security from day one

Documents what breaks

Tag: Vector Database

January 9, 2026 What Is RAG and Why Your LLM Needs It (Part 1 of 3)

Learn what Retrieval-Augmented Generation is, why LLMs fail without it, and how the complete RAG pipeline works from ingestion to answer generation.