phanikumv commented on code in PR #35023: URL: https://github.com/apache/airflow/pull/35023#discussion_r1364161241
########## airflow/providers/openai/hooks/openai.py: ########## @@ -0,0 +1,89 @@ +# 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. + +from __future__ import annotations + +from typing import Any + +import openai + +from airflow.hooks.base import BaseHook + + +class OpenAIHook(BaseHook): + """ + Use OpenAI SDK to interact with OpenAI APIs. + + .. seealso:: https://platform.openai.com/docs/introduction/overview + + :param conn_id: :ref:`Cohere connection id <howto/connection:openai>` Review Comment: ```suggestion :param conn_id: :ref:`OpenAI connection id <howto/connection:openai>` ``` ########## airflow/providers/openai/operators/openai.py: ########## @@ -0,0 +1,86 @@ +# 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. + +from __future__ import annotations + +from functools import cached_property +from typing import TYPE_CHECKING, Any, Callable, Collection, Mapping, Sequence + +from airflow.exceptions import AirflowException +from airflow.models import BaseOperator +from airflow.providers.openai.hooks.openai import OpenAIHook + +if TYPE_CHECKING: + from airflow.utils.context import Context + + +class OpenAIEmbeddingOperator(BaseOperator): + """ + Operator that accepts input text to generate OpenAI embeddings using the specified model. + + :param conn_id: The OpenAI connection. + :param input_text: The text to generate OpenAI embeddings on. Only one of input_text or input_callable Review Comment: ```suggestion :param input_text: The text to generate OpenAI embeddings on. Either input_text or input_callable ``` ########## airflow/providers/openai/operators/openai.py: ########## @@ -0,0 +1,86 @@ +# 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. + +from __future__ import annotations + +from functools import cached_property +from typing import TYPE_CHECKING, Any, Callable, Collection, Mapping, Sequence + +from airflow.exceptions import AirflowException +from airflow.models import BaseOperator +from airflow.providers.openai.hooks.openai import OpenAIHook + +if TYPE_CHECKING: + from airflow.utils.context import Context + + +class OpenAIEmbeddingOperator(BaseOperator): + """ + Operator that accepts input text to generate OpenAI embeddings using the specified model. + + :param conn_id: The OpenAI connection. + :param input_text: The text to generate OpenAI embeddings on. Only one of input_text or input_callable + should be provided. + :param input_callable: The callable that provides the input text to generate OpenAI embeddings. + Only one of input_text or input_callable should be provided. Review Comment: ```suggestion Either input_text or input_callable should be provided. ``` ########## airflow/providers/openai/hooks/openai.py: ########## @@ -0,0 +1,89 @@ +# 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. + +from __future__ import annotations + +from typing import Any + +import openai + +from airflow.hooks.base import BaseHook + + +class OpenAIHook(BaseHook): + """ + Use OpenAI SDK to interact with OpenAI APIs. + + .. seealso:: https://platform.openai.com/docs/introduction/overview + + :param conn_id: :ref:`Cohere connection id <howto/connection:openai>` + """ + + conn_name_attr = "conn_id" + default_conn_name = "openai_default" + conn_type = "openai" + hook_name = "OpenAI" + + def __init__(self, conn_id: str = default_conn_name, *args: Any, **kwargs: Any) -> None: + super().__init__(*args, **kwargs) + self.conn_id = conn_id + openai.api_key = self._get_api_key() + + @staticmethod + def get_ui_field_behaviour() -> dict[str, Any]: + """Return custom field behaviour.""" + return { + "hidden_fields": ["host", "schema", "port", "login", "extra"], + "relabeling": {"password": "API Key"}, + "placeholders": {}, + } + + def test_connection(self) -> tuple[bool, str]: + try: + openai.Model.list() + return True, "Connection established!" + except Exception as e: + return False, str(e) + + def _get_api_key(self) -> str: + """Get the OpenAI API key from the connection.""" + conn = self.get_connection(self.conn_id) + if not conn.password: + raise ValueError("OpenAI API key not found in connection") + return str(conn.password) + + def create_embeddings( + self, text: str, model: str = "text-embedding-ada-002", **kwargs: Any + ) -> list[float]: + """Generate embeddings for the given text using the given model. + + :param text: The text to generate embeddings for. + :param model: The model to use for generating embeddings. + """ + response = openai.Embedding.create(model=model, input=text, **kwargs) + embeddings: list[float] = response["data"][0]["embedding"] + return embeddings + + def create_completions(self, prompt: str, model: str = "davinci-002", **kwargs: Any) -> str: + """ + Create a completions for the given text using the given model. Review Comment: ```suggestion Create completions for the given text using the given model. ``` -- This is an automated message from the Apache Git Service. To respond to the message, please log on to GitHub and use the URL above to go to the specific comment. To unsubscribe, e-mail: commits-unsubscr...@airflow.apache.org For queries about this service, please contact Infrastructure at: us...@infra.apache.org
