mirror of
https://github.com/qdrant/landing_page.git
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Reorg of User Manual section; refactor weights
This commit is contained in:
kanungle
@@ -1,66 +0,0 @@
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---
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title: Concepts
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weight: 8
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# If the index.md file is empty, the link to the section will be hidden from the sidebar
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partition: qdrant
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---
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# Concepts
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Think of these concepts as a glossary. Each of these concepts include a link to
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detailed information, usually with examples. If you're new to AI, these concepts
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can help you learn more about AI and the Qdrant approach.
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## Collections
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[Collections](/documentation/concepts/collections/) define a named set of points that you can use for your search.
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## Payload
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A [Payload](/documentation/concepts/payload/) describes information that you can store with vectors.
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## Points
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[Points](/documentation/concepts/points/) are a record which consists of a vector and an optional payload.
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## Search
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[Search](/documentation/concepts/search/) describes _similarity search_, which set up related objects close to each other in vector space.
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## Search Relevance
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[Search Relevance](/documentation/concepts/search-relevance/) describes techniques to improve the ranking of search results by considering factors beyond vector similarity scores.
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## Explore
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[Explore](/documentation/concepts/explore/) includes several APIs for exploring data in your collections.
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## Hybrid Queries
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[Hybrid Queries](/documentation/concepts/hybrid-queries/) combines multiple queries or performs them in more than one stage.
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## Filtering
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[Filtering](/documentation/concepts/filtering/) defines various database-style clauses, conditions, and more.
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## Inference
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[Inference](/documentation/concepts/inference/) is the process of generating vectors (embeddings) from text or an image.
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## Optimizer
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[Optimizer](/documentation/concepts/optimizer/) describes options to rebuild
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database structures for faster search. They include a vacuum, a merge, and an
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indexing optimizer.
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## Storage
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[Storage](/documentation/concepts/storage/) describes the configuration of storage in segments, which include indexes and an ID mapper.
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## Indexing
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[Indexing](/documentation/concepts/indexing/) lists and describes available indexes. They include payload, vector, sparse vector, and a filterable index.
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## Snapshots
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[Snapshots](/documentation/concepts/snapshots/) describe the backup/restore process (and more) for each node at specific times.
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@@ -2,7 +2,7 @@
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#Delimiter files are used to separate the list of documentation pages into sections.
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title: "Ecosystem"
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type: delimiter
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weight: 10 # Position before Integrations (weight 17)
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weight: 300 # Change this weight to change order of sections
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sitemapExclude: True
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_build:
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publishResources: false
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@@ -2,7 +2,7 @@
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#Delimiter files are used to separate the list of documentation pages into sections.
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title: "Getting Started"
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type: delimiter
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weight: 1 # Change this weight to change order of sections
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weight: 100 # Change this weight to change order of sections
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sitemapExclude: True
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_build:
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publishResources: false
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|
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@@ -2,7 +2,7 @@
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#Delimiter files are used to separate the list of documentation pages into sections.
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title: "Support"
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type: delimiter
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weight: 30 # Change this weight to change order of sections
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weight: 500 # Change this weight to change order of sections
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sitemapExclude: True
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_build:
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publishResources: false
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|
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@@ -2,7 +2,7 @@
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#Delimiter files are used to separate the list of documentation pages into sections.
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title: "Tutorials"
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type: delimiter
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weight: 15 # Change this weight to change order of sections
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weight: 400 # Change this weight to change order of sections
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sitemapExclude: True
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_build:
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publishResources: false
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|
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@@ -2,7 +2,7 @@
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#Delimiter files are used to separate the list of documentation pages into sections.
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title: "User Manual"
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type: delimiter
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weight: 7 # Change this weight to change order of sections
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weight: 200 # Change this weight to change order of sections
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sitemapExclude: True
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_build:
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publishResources: false
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@@ -1,6 +1,6 @@
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---
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title: "Qdrant Edge"
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weight: 13
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weight: 315
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partition: qdrant
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---
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@@ -1,6 +1,6 @@
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---
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title: FAQ
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weight: 31
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weight: 505
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partition: qdrant
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# If the index.md file `is_empty`, the sidebar will display the first child link as the main entry
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is_empty: true
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@@ -1,6 +1,6 @@
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---
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title: "FastEmbed"
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weight: 11
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weight: 305
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partition: qdrant
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---
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||||
|
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|
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@@ -1,9 +0,0 @@
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---
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title: Guides
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||||
weight: 9
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# If the index.md file `is_empty`, the sidebar will display the first child link as the main entry
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is_empty: true
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partition: qdrant
|
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build:
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render: never
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---
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@@ -1,8 +1,10 @@
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---
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title: Inference
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weight: 65
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weight: 220
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partition: qdrant
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aliases:
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- ../inference
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- /documentation/concepts/inference/
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---
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|
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# Inference
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@@ -1,6 +1,6 @@
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---
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title: API & SDKs
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weight: 5
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weight: 230
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partition: qdrant
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||||
---
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||||
|
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@@ -3,3 +3,39 @@ title: Manage Data
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weight: 205
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partition: qdrant
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---
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||||
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# Manage Data
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Learn how to structure, store, and organize your data in Qdrant. These pages cover the core building blocks — from individual records and the vectors that represent them, to collections, payloads, and the indexing and quantization options that control how data is stored and retrieved.
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||||
|
||||
## Points
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||||
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||||
[Points](/documentation/manage-data/points/) are the fundamental unit of data in Qdrant — each point is a record consisting of a vector and an optional payload.
|
||||
|
||||
## Vectors
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||||
|
||||
[Vectors](/documentation/manage-data/vectors/) define how data is represented in vector space, including support for dense, sparse, and multivector configurations.
|
||||
|
||||
## Payload
|
||||
|
||||
A [Payload](/documentation/manage-data/payload/) is structured metadata you can attach to a point, enabling filtering and enriched search results.
|
||||
|
||||
## Collections
|
||||
|
||||
[Collections](/documentation/manage-data/collections/) are named groups of points that share the same vector configuration and serve as the top-level organizational unit in Qdrant.
|
||||
|
||||
## Storage
|
||||
|
||||
[Storage](/documentation/manage-data/storage/) describes how Qdrant persists vector and payload data, including segment structure and in-memory vs. on-disk options.
|
||||
|
||||
## Indexing
|
||||
|
||||
[Indexing](/documentation/manage-data/indexing/) covers the available index types — payload, vector, sparse, and filterable — and how they accelerate search and filtering.
|
||||
|
||||
## Quantization
|
||||
|
||||
[Quantization](/documentation/manage-data/quantization/) reduces memory usage by compressing vectors, with options for scalar, product, and binary quantization.
|
||||
|
||||
## Multitenancy
|
||||
|
||||
[Multitenancy](/documentation/manage-data/multitenancy/) explains strategies for isolating data across multiple users or tenants within a single Qdrant deployment.
|
||||
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||||
@@ -1,10 +1,11 @@
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---
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||||
title: Collections
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||||
weight: 30
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weight: 20
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aliases:
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- ../collections
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||||
- /concepts/collections/
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||||
- /documentation/frameworks/fondant/documentation/concepts/collections/
|
||||
- /documentation/concepts/collections/
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||||
---
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||||
|
||||
# Collections
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||||
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@@ -1,8 +1,9 @@
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||||
---
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||||
title: Indexing
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weight: 90
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weight: 30
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aliases:
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- ../indexing
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- /documentation/concepts/indexing/
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---
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||||
|
||||
# Indexing
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||||
|
||||
@@ -1,10 +1,11 @@
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---
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||||
title: Multitenancy
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||||
weight: 70
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||||
weight: 40
|
||||
aliases:
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||||
- ../tutorials/multiple-partitions
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||||
- /tutorials/multiple-partitions/
|
||||
- /documentation/guides/multiple-partitions/
|
||||
- /documentation/guides/multitenancy/
|
||||
---
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||||
# Configure Multitenancy
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||||
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||||
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||||
@@ -1,8 +1,9 @@
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||||
---
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||||
title: Payload
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||||
weight: 45
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||||
weight: 15
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||||
aliases:
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||||
- ../payload
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||||
- /documentation/concepts/payload/
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||||
---
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||||
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||||
# Payload
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||||
|
||||
@@ -1,8 +1,9 @@
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||||
---
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||||
title: Points
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||||
weight: 40
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weight: 5
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||||
aliases:
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||||
- ../points
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- /documentation/concepts/points/
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||||
---
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||||
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||||
# Points
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||||
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||||
@@ -1,10 +1,11 @@
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||||
---
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||||
title: Quantization
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||||
weight: 90
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||||
weight: 35
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||||
aliases:
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||||
- ../quantization
|
||||
- /articles/dedicated-service/documentation/guides/quantization/
|
||||
- /guides/quantization/
|
||||
- /documentation/guides/quantization/
|
||||
---
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||||
|
||||
# Quantization
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||||
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@@ -1,8 +1,9 @@
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---
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||||
title: Storage
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||||
weight: 80
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||||
weight: 25
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||||
aliases:
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||||
- ../storage
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||||
- /documentation/concepts/storage/
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||||
---
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||||
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||||
# Storage
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||||
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||||
@@ -1,8 +1,9 @@
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||||
---
|
||||
title: Vectors
|
||||
weight: 41
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||||
weight: 10
|
||||
aliases:
|
||||
- /vectors
|
||||
- /documentation/concepts/vectors/
|
||||
---
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||||
|
||||
|
||||
|
||||
@@ -3,3 +3,59 @@ title: Operations
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||||
weight: 215
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||||
partition: qdrant
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||||
---
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||||
|
||||
# Operations
|
||||
|
||||
Everything you need to deploy, configure, and run Qdrant in production. These pages cover installation, capacity planning, distributed setups, security, monitoring, performance optimization, and troubleshooting.
|
||||
|
||||
## Capacity Planning
|
||||
|
||||
[Capacity Planning](/documentation/operations/capacity-planning/) helps you estimate memory and storage requirements based on your vector dimensions, quantization settings, and dataset size.
|
||||
|
||||
## Installation
|
||||
|
||||
[Installation](/documentation/operations/installation/) covers how to run Qdrant using Docker, from packages, or from source, including basic configuration options.
|
||||
|
||||
## Snapshots
|
||||
|
||||
[Snapshots](/documentation/operations/snapshots/) describe how to back up and restore collections at a point in time, for individual nodes or the full cluster.
|
||||
|
||||
## Usage Statistics
|
||||
|
||||
[Usage Statistics](/documentation/operations/usage-statistics/) explains the anonymized telemetry Qdrant collects and how to opt out.
|
||||
|
||||
## Monitoring & Telemetry
|
||||
|
||||
[Monitoring](/documentation/operations/monitoring/) covers Qdrant's metrics endpoint, Prometheus integration, and health-check APIs for observability.
|
||||
|
||||
## Security
|
||||
|
||||
[Security](/documentation/operations/security/) explains how to enable API key authentication and TLS to secure your Qdrant instance.
|
||||
|
||||
## Troubleshooting
|
||||
|
||||
[Troubleshooting](/documentation/operations/common-errors/) lists common errors and their solutions to help diagnose issues quickly.
|
||||
|
||||
## Configuration
|
||||
|
||||
[Configuration](/documentation/operations/configuration/) documents all available Qdrant configuration file settings and environment variable overrides.
|
||||
|
||||
## Administration
|
||||
|
||||
[Administration](/documentation/operations/administration/) covers runtime administration tools, including recovery mode and collection locking.
|
||||
|
||||
## Distributed Deployment
|
||||
|
||||
[Distributed Deployment](/documentation/operations/distributed_deployment/) explains how to run Qdrant as a multi-node cluster, including sharding, replication, and consensus.
|
||||
|
||||
## Running with GPU
|
||||
|
||||
[Running with GPU](/documentation/operations/running-with-GPU/) describes how to enable GPU-accelerated indexing using dedicated Qdrant Docker images for NVIDIA and AMD GPUs.
|
||||
|
||||
## Optimize Performance
|
||||
|
||||
[Optimize Performance](/documentation/operations/optimize/) walks through three main strategies for tuning Qdrant for high speed, low memory, or high precision workloads.
|
||||
|
||||
## Optimizer
|
||||
|
||||
[Optimizer](/documentation/operations/optimizer/) describes the background optimizer process that rebuilds segments to improve search performance over time.
|
||||
|
||||
@@ -1,8 +1,9 @@
|
||||
---
|
||||
title: Administration
|
||||
weight: 20
|
||||
weight: 55
|
||||
aliases:
|
||||
- ../administration
|
||||
- /documentation/guides/administration/
|
||||
---
|
||||
|
||||
# Administration
|
||||
|
||||
@@ -1,9 +1,10 @@
|
||||
---
|
||||
title: Capacity Planning
|
||||
weight: 40
|
||||
weight: 5
|
||||
aliases:
|
||||
- capacity
|
||||
- /documentation/cloud/capacity-sizing
|
||||
- /documentation/guides/capacity-planning/
|
||||
---
|
||||
# Capacity Planning
|
||||
|
||||
|
||||
@@ -1,9 +1,10 @@
|
||||
---
|
||||
title: Troubleshooting
|
||||
weight: 150
|
||||
weight: 45
|
||||
aliases:
|
||||
- ../tutorials/common-errors
|
||||
- /documentation/troubleshooting/
|
||||
- /documentation/guides/common-errors/
|
||||
---
|
||||
|
||||
# Solving common errors
|
||||
|
||||
@@ -1,9 +1,10 @@
|
||||
---
|
||||
title: Configuration
|
||||
weight: 120
|
||||
weight: 50
|
||||
aliases:
|
||||
- ../configuration
|
||||
- /guides/configuration/
|
||||
- /documentation/guides/configuration/
|
||||
---
|
||||
|
||||
# Configuration
|
||||
|
||||
@@ -1,5 +0,0 @@
|
||||
---
|
||||
title: Configuration
|
||||
weight: 15
|
||||
partition: qdrant
|
||||
---
|
||||
@@ -1,9 +1,10 @@
|
||||
---
|
||||
title: Distributed Deployment
|
||||
weight: 80
|
||||
weight: 60
|
||||
aliases:
|
||||
- ../distributed_deployment
|
||||
- /guides/distributed_deployment
|
||||
- /documentation/guides/distributed_deployment/
|
||||
---
|
||||
|
||||
# Distributed deployment
|
||||
|
||||
@@ -5,6 +5,7 @@ aliases:
|
||||
- ../install
|
||||
- ../installation
|
||||
- ../guides
|
||||
- /documentation/guides/installation/
|
||||
---
|
||||
|
||||
# Installation requirements
|
||||
|
||||
@@ -1,8 +1,9 @@
|
||||
---
|
||||
title: Monitoring & Telemetry
|
||||
weight: 110
|
||||
weight: 35
|
||||
aliases:
|
||||
- ../monitoring
|
||||
- /documentation/guides/monitoring/
|
||||
---
|
||||
|
||||
# Monitoring & Telemetry
|
||||
|
||||
@@ -1,5 +0,0 @@
|
||||
---
|
||||
title: Optimization
|
||||
weight: 20
|
||||
partition: qdrant
|
||||
---
|
||||
@@ -1,8 +1,9 @@
|
||||
---
|
||||
title: Optimize Performance
|
||||
weight: 50
|
||||
weight: 70
|
||||
aliases:
|
||||
- ../tutorials/optimize
|
||||
- /documentation/guides/optimize/
|
||||
---
|
||||
|
||||
# Optimizing Qdrant Performance: Three Scenarios
|
||||
|
||||
@@ -1,8 +1,9 @@
|
||||
---
|
||||
title: Optimizer
|
||||
weight: 70
|
||||
weight: 75
|
||||
aliases:
|
||||
- ../optimizer
|
||||
- /documentation/concepts/optimizer/
|
||||
---
|
||||
|
||||
# Optimizer
|
||||
|
||||
@@ -1,6 +1,8 @@
|
||||
---
|
||||
title: Running with GPU
|
||||
weight: 30
|
||||
weight: 65
|
||||
aliases:
|
||||
- /documentation/guides/running-with-GPU/
|
||||
---
|
||||
|
||||
# Running Qdrant with GPU Support
|
||||
|
||||
@@ -1,8 +1,9 @@
|
||||
---
|
||||
title: Security
|
||||
weight: 130
|
||||
weight: 40
|
||||
aliases:
|
||||
- ../security
|
||||
- /documentation/guides/security/
|
||||
---
|
||||
|
||||
# Security
|
||||
|
||||
@@ -1,8 +1,9 @@
|
||||
---
|
||||
title: Snapshots
|
||||
weight: 110
|
||||
weight: 25
|
||||
aliases:
|
||||
- ../snapshots
|
||||
- /documentation/concepts/snapshots/
|
||||
---
|
||||
|
||||
# Snapshots
|
||||
|
||||
@@ -1,9 +1,10 @@
|
||||
---
|
||||
title: Usage Statistics
|
||||
weight: 140
|
||||
weight: 30
|
||||
aliases:
|
||||
- ../telemetry
|
||||
- /documentation/guides/telemetry
|
||||
- /documentation/guides/usage-statistics/
|
||||
---
|
||||
|
||||
# Usage statistics
|
||||
|
||||
@@ -1,6 +1,6 @@
|
||||
---
|
||||
title: Overview
|
||||
weight: 3
|
||||
weight: 105
|
||||
aliases:
|
||||
- overview
|
||||
- orientation
|
||||
|
||||
@@ -1,6 +1,6 @@
|
||||
---
|
||||
title: Understanding Vector Search in Qdrant
|
||||
weight: 2
|
||||
weight: 10
|
||||
social_preview_image: /docs/gettingstarted/vector-social.png
|
||||
---
|
||||
|
||||
|
||||
@@ -1,6 +1,6 @@
|
||||
---
|
||||
title: What is Qdrant?
|
||||
weight: 1
|
||||
weight: 5
|
||||
aliases:
|
||||
- overview
|
||||
partition: qdrant
|
||||
|
||||
@@ -1,6 +1,6 @@
|
||||
---
|
||||
title: "Qdrant MCP Server"
|
||||
weight: 12
|
||||
weight: 310
|
||||
type: external-link
|
||||
external_url: https://github.com/qdrant/mcp-server-qdrant
|
||||
partition: qdrant
|
||||
|
||||
@@ -1,6 +1,6 @@
|
||||
---
|
||||
title: Qdrant Quickstart
|
||||
weight: 4
|
||||
weight: 110
|
||||
partition: qdrant
|
||||
aliases:
|
||||
- quick_start
|
||||
|
||||
@@ -1,6 +1,6 @@
|
||||
---
|
||||
title: Release Notes
|
||||
weight: 32
|
||||
weight: 510
|
||||
partition: qdrant
|
||||
type: external-link
|
||||
external_url: https://github.com/qdrant/qdrant/releases
|
||||
|
||||
@@ -3,3 +3,35 @@ title: Search
|
||||
weight: 210
|
||||
partition: qdrant
|
||||
---
|
||||
|
||||
# Search
|
||||
|
||||
Explore Qdrant's search capabilities, from basic similarity search to advanced hybrid and multimodal queries. These pages cover how to find relevant results, apply filters, combine query types, and tune search quality and latency.
|
||||
|
||||
## Search
|
||||
|
||||
[Search](/documentation/search/search/) describes similarity search — finding points whose vectors are closest to a query vector in the configured vector space.
|
||||
|
||||
## Filtering
|
||||
|
||||
[Filtering](/documentation/search/filtering/) lets you narrow results using payload conditions, combining database-style clauses with vector search for precise retrieval.
|
||||
|
||||
## Hybrid Queries
|
||||
|
||||
[Hybrid Queries](/documentation/search/hybrid-queries/) combine multiple queries or execute them in stages, enabling fusion of dense and sparse results and complex re-ranking pipelines.
|
||||
|
||||
## Explore
|
||||
|
||||
[Explore](/documentation/search/explore/) covers discovery APIs such as recommendations and random sampling for browsing and navigating collections.
|
||||
|
||||
## Text Search
|
||||
|
||||
[Text Search](/documentation/search/text-search/) explains Qdrant's built-in full-text search capabilities and how to combine them with vector search.
|
||||
|
||||
## Search Relevance
|
||||
|
||||
[Search Relevance](/documentation/search/search-relevance/) describes techniques to improve result ranking beyond raw vector similarity, including score boosting and re-ranking strategies.
|
||||
|
||||
## Low-Latency Search
|
||||
|
||||
[Low-Latency Search](/documentation/search/low-latency-search/) covers configuration and design patterns for achieving the fastest possible query response times.
|
||||
|
||||
@@ -1,8 +1,9 @@
|
||||
---
|
||||
title: Explore
|
||||
weight: 55
|
||||
weight: 20
|
||||
aliases:
|
||||
- ../explore
|
||||
- /documentation/concepts/explore/
|
||||
---
|
||||
|
||||
# Explore the data
|
||||
|
||||
@@ -1,8 +1,9 @@
|
||||
---
|
||||
title: Filtering
|
||||
weight: 60
|
||||
weight: 10
|
||||
aliases:
|
||||
- ../filtering
|
||||
- /documentation/concepts/filtering/
|
||||
---
|
||||
|
||||
# Filtering
|
||||
|
||||
@@ -1,9 +1,10 @@
|
||||
---
|
||||
title: Hybrid Queries #required
|
||||
weight: 57 # This is the order of the page in the sidebar. The lower the number, the higher the page will be in the sidebar.
|
||||
title: Hybrid Queries
|
||||
weight: 15
|
||||
aliases:
|
||||
- ../hybrid-queries
|
||||
hideInSidebar: false # Optional. If true, the page will not be shown in the sidebar. It can be used in regular documentation pages and in documentation section pages (_index.md).
|
||||
- /documentation/concepts/hybrid-queries/
|
||||
hideInSidebar: false
|
||||
---
|
||||
|
||||
# Hybrid and Multi-Stage Queries
|
||||
|
||||
@@ -1,6 +1,8 @@
|
||||
---
|
||||
title: Low-Latency Search
|
||||
weight: 60
|
||||
weight: 35
|
||||
aliases:
|
||||
- /documentation/guides/low-latency-search/
|
||||
---
|
||||
|
||||
# Tips for Low-Latency Search with Qdrant
|
||||
|
||||
@@ -1,6 +1,8 @@
|
||||
---
|
||||
title: Search Relevance
|
||||
weight: 52
|
||||
weight: 30
|
||||
aliases:
|
||||
- /documentation/concepts/search-relevance/
|
||||
---
|
||||
|
||||
# Search Relevance
|
||||
|
||||
@@ -1,8 +1,9 @@
|
||||
---
|
||||
title: Search
|
||||
weight: 50
|
||||
weight: 5
|
||||
aliases:
|
||||
- ../search
|
||||
- /documentation/concepts/search/
|
||||
---
|
||||
|
||||
# Similarity search
|
||||
|
||||
@@ -1,8 +1,9 @@
|
||||
---
|
||||
title: Text Search
|
||||
weight: 100
|
||||
weight: 25
|
||||
aliases:
|
||||
- ../text-search
|
||||
- /documentation/guides/text-search/
|
||||
---
|
||||
|
||||
## Text Search
|
||||
|
||||
@@ -1,6 +1,6 @@
|
||||
---
|
||||
title: Basics
|
||||
weight: 17
|
||||
weight: 410
|
||||
is_empty: false
|
||||
aliases:
|
||||
- how-to
|
||||
|
||||
@@ -1,6 +1,6 @@
|
||||
---
|
||||
title: Develop & Implement
|
||||
weight: 21
|
||||
weight: 425
|
||||
is_empty: false
|
||||
partition: qdrant
|
||||
---
|
||||
|
||||
@@ -1,6 +1,6 @@
|
||||
---
|
||||
title: Overview
|
||||
weight: 16
|
||||
weight: 405
|
||||
is_empty: false
|
||||
aliases:
|
||||
- how-to
|
||||
|
||||
@@ -1,6 +1,6 @@
|
||||
---
|
||||
title: Operations & Scale
|
||||
weight: 20
|
||||
weight: 420
|
||||
is_empty: false
|
||||
aliases:
|
||||
- how-to
|
||||
|
||||
@@ -1,6 +1,6 @@
|
||||
---
|
||||
title: Search Engineering
|
||||
weight: 18
|
||||
weight: 415
|
||||
is_empty: false
|
||||
aliases:
|
||||
- how-to
|
||||
|
||||
@@ -1,6 +1,6 @@
|
||||
---
|
||||
title: Qdrant Web UI
|
||||
weight: 6
|
||||
weight: 225
|
||||
partition: qdrant
|
||||
aliases:
|
||||
- /documentation/web-ui/
|
||||
|
||||
Reference in New Issue
Block a user