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# Concepts
Think of these concepts as a detailed glossary. If you're new to AI, these
concepts can help you learn more about AI and the Qdrant approach.
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.
| Concept | Description |
|-----------------------------------------------------|----------------------------------------------------------------------------------------------------------------------|
| [Collections](/documentation/concepts/collections/) | Defines a named set of [points](/documentation/concepts/points/) that you can use for your search |
| [Payload](/documentation/concepts/payload/) | Describes information that you can store with vectors |
| [Points](/documentation/concepts/points/) | Discusses a record which consists of a vector and an optional [payload](/documentation/concepts/collections/payload/ |
| [Search](/documentation/concepts/search/) | Describes _similarity search_, which set up related objects close to each other in vector space |
| [Explore](/documentation/concepts/explore/) | Includes several APIs for exploring data in your collections |
| [Filtering](/documentation/concepts/filtering/) | Defines various database-style conditions |
| [Optimizer](/documentation/concepts/optimizer/) | Describes options to rebuild database structures for faster search |
| [Storage](/documentation/concepts/storage/) | Describes the configuration of storage in segments, which include indexes and an ID mapper |
| [Indexing](/documentation/concepts/indexing/) | Lists and describes available indexes |
| [Snapshots](/documentation/concepts/snapshots/) | Describes the backup/restore process (and more) for each node at specific times |
##### Collections
[Collections](/documentation/concepts/collections/) define a named set of [points](/documentation/concepts/points/) that you can use for your search.
##### Payload
A [Payload](/documentation/concepts/payload/) describes information that you can store with vectors.
##### Points
[Points](/documentation/concepts/points/) are a record which consists of a vector and an optional [payload](/documentation/concepts/collections/payload/).
##### Search
[Search](/documentation/concepts/search/) describes _similarity search_, which set up related objects close to each other in vector space.
##### Explore
[Explore](/documentation/concepts/explore/) includes several APIs for exploring data in your collections.
##### Filtering
[Filtering](/documentation/concepts/filtering/) defines various database-style clauses, conditions, and more.
##### 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](/documentation/concepts/storage/) describes the configuration of storage in segments, which include indexes and an ID mapper.
##### Indexing
[Indexing](/documentation/concepts/indexing/) lists and describes available indexes. They include payload, vector, sparse vector, and a filterable index.
##### Snapshots
[Snapshots](/documentation/concepts/snapshots/) describe the backup/restore process (and more) for each node at specific times.