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landing_page/qdrant-landing/content/documentation/improve-search/_index.md
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Dylan CouzonandClaude Opus 4.7 9fbcd1adad Rename retrieval-quality slugs to match tutorial scope
Tutorial slugs now match their content:
- retrieval-quality/ -> ann-recall/ (alias preserves the old published path)
- retrieval-quality-golden-set/ -> retrieval-relevance/
- retrieval-quality-pipeline-output/ -> pipeline-output-quality/

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
2026-04-30 16:32:46 -04:00

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---
title: Improve Search
weight: 1450
partition: ecosystem
---
# Improve Search
*Embedding choice, chunking strategies, and retrieval evaluation using Python ecosystem tools.*
| Tutorial | Objective | Stack | Time | Level |
| :--- | :--- | :--- | :--- | :--- |
| [Measuring Retrieval Relevance](/documentation/improve-search/retrieval-relevance/) | Build a labeled golden set and score retrieval relevance with ranx. | <span class="pill">Python</span> | 40m | <span class="text-yellow">Intermediate</span> |
| [Evaluating Pipeline Output Quality](/documentation/improve-search/pipeline-output-quality/) | Score a RAG pipeline with Ragas and isolate retrieval vs generation failures. | <span class="pill">Python</span> | 45m | <span class="text-yellow">Intermediate</span> |