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* Created Dev-portal pages * changed structure of documents for dev-portal section, renamed dev-portal to docs, related template changes * keeping learn section for future usage * update dev-portal and documents * added feedback and breadcrumbs components * used the docs-side menu partial on documentation pages, and added active state to the docs-header links * search console on docs * small fixes * assigned partitions, css fix * fix links on the core page * update links for cloud * update links for build * Reference -> API Reference * [WIP] Dev portal light theme (#1250) * light theme - docs side menu * background fix * wip: updating layout * layout update * light theme * card titles with a link * upd page-search package * simplified header * fixes * TOC scroll spy (#1259) * scroll spy on table of contents * packages versions fix * custom scroll spy for toc * make spy work again --------- Co-authored-by: generall <andrey@vasnetsov.com> * limit toc depth to 3 * thin scrollbar * No dev template (#1266) * divided the docs template into smaller partials, increased reusability * removed docs section, moved all to the documentation * review fixes * review fixes --------- Co-authored-by: generall <andrey@vasnetsov.com> * side panel more compact * toc margin bottom fix * Refactoring and renaming (#1277) * renamed and moved partials, fixed link * refactoring: docs-card * fix * fix urls * disable scrollbar on table of content * added scrollbar colors for light theme (#1280) * fix language * Dev portal fixes (#1285) * cards fixes * moved files, fixed paddings * fix for my fix * external header links * fix --------- Co-authored-by: trean <trean.mi@gmail.com> Co-authored-by: Andrey Vasnetsov <andrey@vasnetsov.com> Co-authored-by: davidmyriel <davidmyriel@gmail.com>
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title, weight, partition, aliases
| title | weight | partition | aliases | ||||
|---|---|---|---|---|---|---|---|
| Cloud Quickstart | 4 | qdrant |
|
How to Get Started With Qdrant Cloud
You can try vector search on Qdrant Cloud in three steps.
Instructions are below, but the video is faster:
Setup a Qdrant Cloud cluster
- Register for a Cloud account with your email, Google or Github credentials.
- Go to Overview and follow the onboarding instructions under Create First Cluster.
- When you create it, you will receive an API key. You will need to copy and paste it soon.
- Your new cluster will be created under Clusters. Give it a few moments to provision.
Access the cluster dashboard
- Go to your Clusters. Under Actions, open the Dashboard.
- Paste your new API key here. You can revoke and create new API keys in Access Management.
- The key will grant you access to your Qdrant instance. Now you can see the cluster Dashboard.
Authenticate via SDKs
Now that you have your cluster and key, you can use our official SDKs to access Qdrant Cloud from within your application.
curl \
-X GET https://xyz-example.eu-central.aws.cloud.qdrant.io:6333 \
--header 'api-key: <your-api-key>'
# Alternatively, you can use the `Authorization` header with the `Bearer` prefix
curl \
-X GET https://xyz-example.eu-central.aws.cloud.qdrant.io:6333 \
--header 'Authorization: Bearer <your-api-key>'
from qdrant_client import QdrantClient
qdrant_client = QdrantClient(
host="xyz-example.eu-central.aws.cloud.qdrant.io",
api_key="<your-api-key>",
)
import { QdrantClient } from "@qdrant/js-client-rest";
const client = new QdrantClient({
host: "xyz-example.eu-central.aws.cloud.qdrant.io",
apiKey: "<your-api-key>",
});
use qdrant_client::Qdrant;
let client = Qdrant::from_url("https://xyz-example.eu-central.aws.cloud.qdrant.io:6334")
.api_key("<your-api-key>")
.build()?;
import io.qdrant.client.QdrantClient;
import io.qdrant.client.QdrantGrpcClient;
QdrantClient client =
new QdrantClient(
QdrantGrpcClient.newBuilder(
"xyz-example.eu-central.aws.cloud.qdrant.io",
6334,
true)
.withApiKey("<your-api-key>")
.build());
using Qdrant.Client;
var client = new QdrantClient(
host: "xyz-example.eu-central.aws.cloud.qdrant.io",
https: true,
apiKey: "<your-api-key>"
);
import "github.com/qdrant/go-client/qdrant"
client, err := qdrant.NewClient(&qdrant.Config{
Host: "xyz-example.eu-central.aws.cloud.qdrant.io",
Port: 6334,
APIKey: "<your-api-key>",
UseTLS: true,
})
Try the Tutorial sandbox
- Open the interactive Tutorial. Here, you can test basic Qdrant API requests.
- Using the Quickstart instructions, create a collection, add vectors and run a search.
- The output on the right will show you some basic semantic search results.
That's vector search!
You can stay in the sandbox and continue trying our different API calls.
When ready, use the Console and our complete REST API to try other operations.
What's next?
Now that you have a Qdrant Cloud cluster up and running, you should test remote access with a Qdrant Client.
For more about Qdrant Cloud, check our dedicated documentation.


