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spring-ai/vector-stores/spring-ai-qdrant-store/README.md
Christian Tzolov 278a61fde4 Fix doc ref links
2024-10-21 10:24:28 +02:00

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# Qdrant Vector Store
[Reference Documentation](https://docs.spring.io/spring-ai/reference/api/vectordbs/qdrant.html)
## Run locally
### Accessing the Web UI
First, run the Docker container:
```
docker run -p 6333:6333 -p 6334:6334 \
-v $(pwd)/qdrant_storage:/qdrant/storage:z \
qdrant/qdrant
```
### Security: Adding API Key to Qdrant Container
To enhance security, you can add an API key to your Qdrant container using the environment variable.
```
-e QDRANT__SERVICE__API_KEY=<your_generated_api_key_here>
```
This ensures that only authorized users with the correct API key can access the Qdrant service.
The GUI is available at http://localhost:6333/dashboard
## Qdrant references
- https://qdrant.tech/documentation/interfaces/
- https://github.com/qdrant/java-client