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---
title: Elasticsearch
---
Install related dependencies using the following command:
```bash
pip install --upgrade 'embedchain[elasticsearch]'
```
<Note>
You can configure the Elasticsearch connection by providing either `es_url` or `cloud_id`. If you are using the Elasticsearch Service on Elastic Cloud, you can find the `cloud_id` on the [Elastic Cloud dashboard](https://cloud.elastic.co/deployments).
</Note>
You can authorize the connection to Elasticsearch by providing either `basic_auth`, `api_key`, or `bearer_auth`.
<CodeGroup>
```python main.py
from embedchain import App
# load elasticsearch configuration from yaml file
app = App.from_config(config_path="config.yaml")
```
```yaml config.yaml
vectordb:
provider: elasticsearch
config:
collection_name: 'es-index'
cloud_id: 'deployment-name:xxxx'
basic_auth:
- elastic
- <your_password>
verify_certs: false
```
</CodeGroup>
<Snippet file="missing-vector-db-tip.mdx" />
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