mpgreg commented on code in PR #35023: URL: https://github.com/apache/airflow/pull/35023#discussion_r1365186982
########## 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:`OpenAI 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 Review Comment: The client should accept a single string, array of strings or array of tokens per https://platform.openai.com/docs/api-reference/embeddings/create -- 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
