Embeddings
Numerical representations that help systems compare the meaning of content.
Why it matters
Embeddings are useful infrastructure, not a complete search strategy. The quality of the source content, metadata, filters, and retrieval evaluation still determines the user experience.
Use it well
- Keep metadata and access controls alongside vectors.
- Test retrieval with representative user questions.
- Re-index when content ownership or structure changes.