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Correct official name (#624)
* Correct official name * Testing --------- Co-authored-by: mjang <michael.jang@qdrant.com>
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@@ -3,26 +3,27 @@ title: Apache Airflow
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# Airflow
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# Apache Airflow
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[Airflow](https://airflow.apache.org/) is an open-source platform for authoring, scheduling and monitoring data and computing workflows. Airflow uses Python to create workflows that can be easily scheduled and monitored.
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[Apache Airflow](https://airflow.apache.org/) is an open-source platform for authoring, scheduling and monitoring data and computing workflows. Airflow uses Python to create workflows that can be easily scheduled and monitored.
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Qdrant is available as a [provider](https://airflow.apache.org/docs/apache-airflow-providers-qdrant/stable/index.html) in Airflow to interface with the database.
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Qdrant is available as a [provider](https://airflow.apache.org/docs/apache-airflow-providers-qdrant/stable/index.html) in Airflow to interface with the database.
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## Prerequisites
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## Prerequisites
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1. A Qdrant instance to connect to. You can refer to our [installation guide](https://qdrant.tech/documentation/guides/installation).
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Before configuring Airflow, you need:
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2. A running Airflow instance. You can find the installation instructions [here](https://airflow.apache.org/docs/apache-airflow/stable/start.html).
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1. A Qdrant instance to connect to. You can set one up in our [installation guide](https://qdrant.tech/documentation/guides/installation).
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2. A running Airflow instance. You can use their [Quick Start Guide](https://airflow.apache.org/docs/apache-airflow/stable/start.html).
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## Setting up a connection
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## Setting up a connection
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Open the `Admin->Connections` section of the Airflow UI. Click the `Create` link to create a new [Qdrant connection](https://airflow.apache.org/docs/apache-airflow-providers-qdrant/stable/connections.html).
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Open the `Admin-> Connections` section of the Airflow UI. Click the `Create` link to create a new [Qdrant connection](https://airflow.apache.org/docs/apache-airflow-providers-qdrant/stable/connections.html).
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A connection can also be set up using [environment variables](https://airflow.apache.org/docs/apache-airflow/stable/howto/connection.html#environment-variables-connections) or an [external secret backend](https://airflow.apache.org/docs/apache-airflow/stable/security/secrets/secrets-backend/index.html).
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You can also set up a connection using [environment variables](https://airflow.apache.org/docs/apache-airflow/stable/howto/connection.html#environment-variables-connections) or an [external secret backend](https://airflow.apache.org/docs/apache-airflow/stable/security/secrets/secrets-backend/index.html).
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## Qdrant hook
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## Qdrant hook
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@@ -80,4 +81,4 @@ QdrantIngestOperator(
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## Reference
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## Reference
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- 📦 [Provider package PyPI](https://pypi.org/project/apache-airflow-providers-qdrant/)
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- 📦 [Provider package PyPI](https://pypi.org/project/apache-airflow-providers-qdrant/)
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- 📚 [Provider docs](https://airflow.apache.org/docs/apache-airflow-providers-qdrant/stable/index.html)
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- 📚 [Provider docs](https://airflow.apache.org/docs/apache-airflow-providers-qdrant/stable/index.html)
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