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retrieval-quality: rename to "Measuring ANN Precision"

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- Update title, H1, and Time in retrieval-quality.md
    (30 min -> 15 min reflects the pivot to Web UI)
  - Rename references in tutorials-lp-overview.md and the headless
    tutorial index; swap the pill from Python to Web UI to reflect
    the new primary flow
  - Replace "ANN recall" with "ANN precision" in Fundamentals
    (4 places: intro, comparison note, ladder table, cross-link)
    and in the golden-set tutorial's layer-1 cross-reference
  - Filename kept as retrieval-quality.md so existing URLs and
    aliases still work
This commit is contained in:
Dylan Couzon
2026-04-22 17:13:27 -04:00
parent 175f92ddbe
commit 92af150b00
5 changed files with 10 additions and 10 deletions
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qdrant-landing/content/documentation/tutorials-search-engineering/retrieval-quality.md
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@@ -1,14 +1,14 @@
---
title: Retrieval Quality Evaluation
title: Measuring ANN Precision
aliases:
- /documentation/tutorials/retrieval-quality/
- /documentation/beginner-tutorials/retrieval-quality/
weight: 6
---
# Evaluate Retrieval Quality
# Measuring ANN Precision
| Time: 30 min | Level: Intermediate | | |
| Time: 15 min | Level: Intermediate | | |
|--------------|---------------------|--|----|
This tutorial measures **layer 1** of the <a href="/documentation/tutorials-search-engineering/retrieval-quality-fundamentals/#connecting-the-levels-in-practice" target="_blank">evaluation ladder</a>, **ANN precision**: the share of Qdrant's approximate nearest-neighbor top-k that appears in the exact kNN top-k. For retrieval relevance (layer 2), see the <a href="/documentation/tutorials-search-engineering/retrieval-quality-golden-set/" target="_blank">Building a Golden Query Set</a> tutorial.