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# How to setup a local (or cloud) QDrant Vector Database
[Get a QDrant Cloud instance](https://cloud.qdrant.io/).[Set up QDrant locally on Docker](https://github.com/qdrant/qdrant/blob/master/QUICK_START.md).
Fill out the variables in the "Vector Database" tab of settings. Select Qdrant as your provider and fill out the appropriate fieldswith the information from either of the above steps.
### How to get started _Development mode only_
After setting up either the Qdrant cloud or local dockerized instance you just need to set these variable in `.env.development` or defined them at runtime via the UI.
```# VECTOR_DB="qdrant"
# QDRANT_ENDPOINT="https://<YOUR_CLOUD_INSTANCE_URL>.qdrant.io:6333"
# QDRANT_API_KEY="abc...123xyz"
```
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