🌱SproutStack
👤 Guest

🌱 AI Engineering · Embeddings, Vector Search & RAG · cozy lesson

Evals Basics: Faithfulness & Recall 🔒 premium preview

🔒 Marked premium for future. Free while we build locally — payment comes later.

11 min · 1 min read · no scary math, promise

🤖
You’ve got this. Read a little, play a little — I’ll wait. No rush.

Golden set (50 Q)

Cover: fresh facts, paraphrases, near-duplicate traps, unanswerable (must abstain). Track: recall@4, faithfulness %, abstain precision, p95 cost/latency.

Change prompt or chunking? Re-run set. Red = don’t ship.

Check your understanding

Correct answers earn XP (once each).

1. Faithfulness checks…

2. Recall@k means…

My notes (saved in this browser)

Select text above → Save selection, or write your own. AlgoMaster-style notebook, local-first for MVP.

No notes yet. Your highlights will live here.

Finished reading? Seal it with a tick ✅

The checkbox in the explorer turns green too — same progress.