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title: Qdrant
---
In order to use Qdrant as a vector database, set the environment variables `QDRANT_URL` and `QDRANT_API_KEY` which you can find on [Qdrant Dashboard](https://cloud.qdrant.io/).
<CodeGroup>
```python main.py
from embedchain import App
# load qdrant configuration from yaml file
app = App.from_config(config_path="config.yaml")
```
```yaml config.yaml
vectordb:
provider: qdrant
config:
collection_name: my_qdrant_index
```
</CodeGroup>
<Snippet file="missing-vector-db-tip.mdx" />
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