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git clone gitlawb://did:key:z6Mkq5mY...iFZ5/my-project-publ...git clone gitlawb://did:key:z6Mkq5mY.../my-project-publ...2fa351d6docs: add automaton and perps launch sources16d ago| #1 | --- |
| #2 | title: Qdrant |
| #3 | --- |
| #4 | |
| #5 | 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/). |
| #6 | |
| #7 | <CodeGroup> |
| #8 | ```python main.py |
| #9 | from embedchain import App |
| #10 | |
| #11 | # load qdrant configuration from yaml file |
| #12 | app = App.from_config(config_path="config.yaml") |
| #13 | ``` |
| #14 | |
| #15 | ```yaml config.yaml |
| #16 | vectordb: |
| #17 | provider: qdrant |
| #18 | config: |
| #19 | collection_name: my_qdrant_index |
| #20 | ``` |
| #21 | </CodeGroup> |
| #22 | |
| #23 | <Snippet file="missing-vector-db-tip.mdx" /> |
| #24 |