Understand embeddings and retrieval basics without losing sight of user needs.

This article introduces practical ways to approach the topic, with examples grounded in everyday decisions and real team constraints.

Core principles

Look at the goals, the environment, and the people involved. Good decisions often come from clarifying the problem before adding complexity.

Making it useful

Start small, make progress visible, and refine the approach based on direct observation. Share what you learn so the next iteration is easier to plan.