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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 detailed information, usually with examples. If you're new to AI, these concepts
can help you learn more about AI and the Qdrant approach. 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. 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. [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. [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. [Filtering](/documentation/concepts/filtering/) defines various database-style clauses, conditions, and more.
##### Optimizer ## Optimizer
[Optimizer](/documentation/concepts/optimizer/) describes options to rebuild [Optimizer](/documentation/concepts/optimizer/) describes options to rebuild
database structures for faster search. They include a vacuum, a merge, and an database structures for faster search. They include a vacuum, a merge, and an
indexing optimizer. indexing optimizer.
##### Storage ## Storage
[Storage](/documentation/concepts/storage/) describes the configuration of storage in segments, which include indexes and an ID mapper. [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. [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. [Snapshots](/documentation/concepts/snapshots/) describe the backup/restore process (and more) for each node at specific times.