Topic: RAG

All essays filed under "RAG".

• Why Embeddings Matter in AI and Large Language Models

  Updated: 9 Jan, 2026

  A deep dive into what embeddings are, why they matter, and how they power modern AI, semantic search, and RAG-based systems.

• Why Does Retrieval-Augmented Generation (RAG) Exist?

  Updated: 9 Jan, 2026

  In the rapidly evolving world of artificial intelligence, large language models (LLMs) like GPT-4 or Grok have transformed how we interact with technology.