This matches what I found building an AI app for kids. Started with embeddings because everyone said to, then ripped it out and went with simple keyword matchin

This matches what I found building an AI app for kids. Started with embeddings because everyone said to, then ripped it out and went with simple keyword matching. The extra complexity wasn't worth it for my use case. Most of the magic comes from the LLM anyway, not the retrieval layer.