Phase 3 — Advanced Features

Understand and use embeddings for semantic search — the foundation of intelligent retrieval.

Embeddings turn text into numbers — vectors in a high-dimensional space where similar meanings cluster together. 'dog' and 'puppy' are close. 'dog' and 'quantum physics' are far apart. This is the foundation of semantic search, recommendation systems, and the 'R' in RAG.