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update descriptions and endpoints (#15)
* update descriptions and endpoints * update one endpoint * fix article in title * add front page * update sample intro and object description * Update fern/api-description-overwrites.yml * remove collection description --------- Co-authored-by: davidmyriel <davidmyriel@users.noreply.github.com> Co-authored-by: Andrey Vasnetsov <andrey@qdrant.tech> Co-authored-by: Anush <anushshetty90@gmail.com> Co-authored-by: generall <generall@users.noreply.github.com>
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{ | ||
"organization": "qdrant", | ||
"version": "0.23.1" | ||
"version": "0.29.0" | ||
} |
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Qdrant is a [vector database](https://qdrant.tech/documentation/overview/) and a [semantic search](https://qdrant.tech/documentation/overview/vector-search/) engine. You can use its REST API to develop a production-ready service to store, search, and manage vectors with an additional payload. | ||
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## How does Qdrant work? | ||
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1. First, you should create a [collection](/api-reference/collections/the-collection-object) to store all your data. | ||
2. Then upsert data [points](/api-reference/points/upsert-points) and enrich them with a custom [payload](/api-reference/points/set-payload). | ||
3. With a full collection, run a [search](/api-reference/search/points) to find relevant results. | ||
4. Collections can be [snapshotted, downloaded and restored](/api-reference/snapshots/list-snapshots). | ||
5. When ready, setup a [distributed system](/api-reference/distributed/create-shard-key) for production. | ||
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### Just getting started? | ||
Try the [development quickstart](https://qdrant.tech/documentation/quick-start/) guide. | ||
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<Aside> | ||
## Client Libraries | ||
|Client|Repository|Installation| | ||
|-|-|-| | ||
|![python](https://qdrant.tech/docs/misc/python.webp)|**[Python](https://github.com/qdrant/qdrant-client)**|`pip install qdrant-client`| | ||
|![typescript](https://qdrant.tech/docs/misc/ts.webp)|**[Typescript](https://github.com/qdrant/qdrant-js)**|`npm install @qdrant/js-client-rest`| | ||
|![rust](https://qdrant.tech/docs/misc/rust.png)|**[Rust](https://github.com/qdrant/rust-client)**|`cargo add qdrant-client`| | ||
|![golang](https://qdrant.tech/docs/misc/go.webp)|**[Go](https://github.com/qdrant/go-client)**|`go get github.com/qdrant/go-client`| | ||
|![.net](https://qdrant.tech/docs/misc/dotnet.webp)|**[.NET](https://github.com/qdrant/qdrant-dotnet)**|`dotnet add package Qdrant.Client`| | ||
|![java](https://qdrant.tech/docs/misc/java.webp)|**[Java](https://github.com/qdrant/java-client)**|[Available on Maven Central](https://central.sonatype.com/artifact/io.qdrant/client)|[Latest Release](https://github.com/qdrant/java-client/releases)| | ||
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</Aside> |
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navigation: | ||
- api: API Reference | ||
api-name: master | ||
summary: ../pages/api-summary.mdx | ||
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navigation: | ||
- api: API Reference | ||
api-name: v1.9.x | ||
summary: ../pages/api-summary.mdx | ||
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Submodule qdrant
updated
from 34f7f8 to 671cf9