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Concepts - update heading sizes

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mjang
2024-02-05 13:55:50 -08:00
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qdrant-landing/content/documentation/concepts/_index.md
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@@ -10,44 +10,44 @@ Think of these concepts as a glossary. Each of these concepts include a link to
detailed information, usually with examples. If you're new to AI, these concepts
can help you learn more about AI and the Qdrant approach.
##### Collections
## Collections
[Collections](/documentation/concepts/collections/) define a named set of [points](/documentation/concepts/points/) that you can use for your search.
[Collections](/documentation/concepts/collections/) define a named set of points that you can use for your search.
##### Payload
## Payload
A [Payload](/documentation/concepts/payload/) describes information that you can store with vectors.
##### Points
## Points
[Points](/documentation/concepts/points/) are a record which consists of a vector and an optional [payload](/documentation/concepts/collections/payload/).
[Points](/documentation/concepts/points/) are a record which consists of a vector and an optional payload.
##### Search
## Search
[Search](/documentation/concepts/search/) describes _similarity search_, which set up related objects close to each other in vector space.
##### Explore
## Explore
[Explore](/documentation/concepts/explore/) includes several APIs for exploring data in your collections.
##### Filtering
## Filtering
[Filtering](/documentation/concepts/filtering/) defines various database-style clauses, conditions, and more.
##### Optimizer
## Optimizer
[Optimizer](/documentation/concepts/optimizer/) describes options to rebuild
database structures for faster search. They include a vacuum, a merge, and an
indexing optimizer.
##### Storage
## Storage
[Storage](/documentation/concepts/storage/) describes the configuration of storage in segments, which include indexes and an ID mapper.
##### Indexing
## Indexing
[Indexing](/documentation/concepts/indexing/) lists and describes available indexes. They include payload, vector, sparse vector, and a filterable index.
##### Snapshots
## Snapshots
[Snapshots](/documentation/concepts/snapshots/) describe the backup/restore process (and more) for each node at specific times.