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PreReqs

AI Engineering

One query, every stage.

One real query, walked through every stage of a production RAG pipeline. Colors answer the question that matters: what actually computes this step?

  • Plain code — no model at all
  • Small encoder — embedder / cross-encoder, not an LLM
  • Small LLM — fast, cheap
  • Large LLM — the expensive call

Feel the precision/recall tradeoff

The one interactive exception this product allows (ADR-0009): a deterministic, client-side simulator — drag the sliders and watch precision, recall, and F1 move against each other.

Illustrative simulation — not a live retrieval system.

Precision
0.83
Recall
0.63
F1
0.72

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