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1 change: 1 addition & 0 deletions providers/openai/docs/index.rst
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:maxdepth: 1
:caption: Guides

Quick start <quickstart>
Connection types <connections>
Operators <operators/openai>

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75 changes: 75 additions & 0 deletions providers/openai/docs/quickstart.rst
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.. Licensed to the Apache Software Foundation (ASF) under one
or more contributor license agreements. See the NOTICE file
distributed with this work for additional information
regarding copyright ownership. The ASF licenses this file
to you under the Apache License, Version 2.0 (the
"License"); you may not use this file except in compliance
with the License. You may obtain a copy of the License at

.. http://www.apache.org/licenses/LICENSE-2.0

.. Unless required by applicable law or agreed to in writing,
software distributed under the License is distributed on an
"AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
KIND, either express or implied. See the License for the
specific language governing permissions and limitations
under the License.

.. _howto/quickstart:

Quick start
===========

Go from zero to a generated model response in three steps: install the
provider, configure a connection, and write a Dag.

1. Install
----------

.. code-block:: bash

pip install apache-airflow-providers-openai

2. Configure the connection
----------------------------

Every call goes through an OpenAI connection (``conn_type`` ``openai``,
default connection id ``openai_default``). Specify your OpenAI API key in
the password field. See :ref:`howto/connection:openai` for the full
reference, including workload identity authentication (Kubernetes, Azure,
GCP, or a custom token provider) if you'd rather exchange short-lived
identity tokens than store a long-lived API key.

The quickest way to set one up is an environment variable:

.. code-block:: bash

export AIRFLOW_CONN_OPENAI_DEFAULT='{"conn_type": "openai", "password": "sk-..."}'

Or add it through the Airflow UI (``Admin > Connections``) or the CLI (``airflow connections add``).

3. Write your first Dag
------------------------

The :class:`~airflow.providers.openai.operators.openai.OpenAIResponseOperator`
generates a model response with the OpenAI Responses API and returns the
response's aggregated output text:


.. exampleinclude:: /../../openai/src/airflow/providers/openai/example_dags/example_response.py
:language: python
:start-after: [START quickstart_response]
:end-before: [END quickstart_response]

Run it like any other Dag (``airflow dags test quickstart_openai``) and the
``generate_response`` task pushes the aggregated output text to XCom.

Where to go next
-----------------

- :doc:`operators/openai` — the full operator set: embeddings with
``OpenAIEmbeddingOperator``, batch jobs with ``OpenAITriggerBatchOperator``,
and the Responses/Conversations ``OpenAIHook`` methods for use inside
``@task`` functions.
- :ref:`howto/connection:openai` — the full connection reference, including
workload identity authentication.
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# Licensed to the Apache Software Foundation (ASF) under one
# or more contributor license agreements. See the NOTICE file
# distributed with this work for additional information
# regarding copyright ownership. The ASF licenses this file
# to you under the Apache License, Version 2.0 (the
# "License"); you may not use this file except in compliance
# with the License. You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing,
# software distributed under the License is distributed on an
# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
# KIND, either express or implied. See the License for the
# specific language governing permissions and limitations
# under the License.
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# Licensed to the Apache Software Foundation (ASF) under one
# or more contributor license agreements. See the NOTICE file
# distributed with this work for additional information
# regarding copyright ownership. The ASF licenses this file
# to you under the Apache License, Version 2.0 (the
# "License"); you may not use this file except in compliance
# with the License. You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing,
# software distributed under the License is distributed on an
# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
# KIND, either express or implied. See the License for the
# specific language governing permissions and limitations
# under the License.
#
# [START quickstart_response]
from __future__ import annotations

# This is for Airflow 2.11. For Airflow 3+, use `from airflow.sdk import dag`
from airflow.providers.common.compat.sdk import dag
from airflow.providers.openai.operators.openai import OpenAIResponseOperator


@dag(tags=["example"])
def quickstart_openai():
OpenAIResponseOperator(
task_id="generate_response",
conn_id="openai_default",
input_text="Write a one-sentence summary of Apache Airflow.",
)


quickstart_openai()
# [END quickstart_response]