aiqbench analysis

This tutorial walks through a complete retrieval-augmented generation pipeline: chunking documents, generating embeddings, indexing and retrieving with FAISS, and producing cited answers, with W&B Weave used for tracing and evaluation. Its value is practical rather than novel, since the techniques are standard, but it is useful for engineers who want a concrete reference for wiring retrieval, grounding, and observability together. Readers should expect to evaluate retrieval quality and citation accuracy themselves, as the article's strength lies in the workflow rather than in any claimed performance result.