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landing_page/qdrant-landing/content/documentation/ops-optimization/_index.md
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kanungleandAbdon Pijpelink 544708f293 Restructure Docs - Stage 4a (#2280)
* create Develop and Deploy tabs; move Operations; re-weight pages

* move capacity planning page; create section dropdown content

* added aliases to frontmatter

* update link references to new canonical links; maintain anchoring

* address remaining link issues and errors

* fix outlier tutorial reference issue

* Treat 'develop' and 'deploy' as a unified search space

* fix some frontmatter aliases

* add section header redirects

* fix 'Operations' redirect to go to 'Deploy' tab

* update redirects file for * pattern

* add :splat to redirect references

* Add wildcard to each entry in _redirects file

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Co-authored-by: Abdon Pijpelink <abdon.pijpelink@qdrant.com>
2026-04-20 18:03:45 +02:00

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---
title: Optimization
weight: 125
partition: deploy
---
# Optimization
These pages cover strategies and internal mechanisms for improving search performance, reducing memory usage, and managing how Qdrant organizes data on disk.
## Optimize Performance
[Optimize Performance](/documentation/ops-optimization/optimize/) walks through three main optimization scenarios — high-speed search, high-precision search, and low memory usage — and the configuration choices that achieve each one.
## Optimizer
[Optimizer](/documentation/ops-optimization/optimizer/) explains how Qdrant's background optimizer rebuilds segments to keep data structures efficient, including the vacuum, merge, and indexing stages and the thresholds that trigger them.