THE NOTEBOOK

AI engineering notebook.

Retrieval systems, reliable model outputs, and the decisions behind the code.

A useful answer should make it possible to inspect the evidence behind it. A practical design note for retrieval-based AI applications.

Parsing, schema validation and application rules solve different problems in an AI pipeline.