前置き

【入門】OpenAI入門【はじめの一歩】の続き
今回はOpenAIのAPIを使って画像生成や音声のテキスト書き起こしを試したメモを放流

OpenAIのAPIで出来ること

API Referenceがあるのでそれを参考に確認。

出来ること	概要
List models	利用可能なモデルを一覧表示させる
Retrieve model	モデルに関する基本情報を取得
Completions	渡されたプロンプトから予測を生成して返す
Chat	チャットの会話を渡すと返答を返す
Edits	渡されたプロンプトに対して編集したものを返す
Create image	画像を生成
Create image edit	元となる画像とプロンプトにより、編集された画像を生成
Create image variation	元となる画像のバリエーションを生成して返す
Embeddings	入力テキストに対してベクトル数値を返す
Create transcription	元となる音声ファイルに対して入力言語に応じたテキストを返す
Create translation	元となる音声ファイルに対して英語に翻訳して返す
List files	Fine-tunesで用いるためのファイルのリストを表示
Upload file	Fine-tunesで用いるためのファイルをアップロードする
Delete file	ファイルを削除する
Retrieve file	特定のファイル情報を取得する
Retrieve file content	特定のファイルの内容を取得する
Create fine-tune	Fine-tunesジョブ(トレーニグデータに合わせたモデルのチューニング)を作成
List fine-tunes	Fine-tunesのリストを表示
Retrieve fine-tune	Fine-tunesジョブに関する情報を取得
Cancel fine-tune	Fine-tunesジョブのキャンセル
List fine-tune events	Fine-tunesジョブイベントの詳細ステータスを取得
Delete fine-tune model	Fine-tunesモデルの削除
Create moderation	モデレーションを作成

事前準備

OpenAIのAPIKeyを取得して環境変数をセット

APIKeyの取得方法は前回参照

OPENAI_API_KEY=sk-xxxxxxxxxxxxxxxxxxx

モデルの一覧取得

お試しにモデル一覧を取得してみます。
結果が思ったよりも長かったのでjsonファイルとして出力させました。

エンドポイント
https://api.openai.com/v1/models

curl https://api.openai.com/v1/models \
  -H "Authorization: Bearer $OPENAI_API_KEY" > listmodel.json

↓あまりに長かったので折りたたんでます

listmodel.json

{ "object": "list", "data": [ { "id": "babbage", "object": "model", "created": 1649358449, "owned_by": "openai", "permission": [ { "id": "modelperm-49FUp5v084tBB49tC4z8LPH5", "object": "model_permission", "created": 1669085501, "allow_create_engine": false, "allow_sampling": true, "allow_logprobs": true, "allow_search_indices": false, "allow_view": true, "allow_fine_tuning": false, "organization": "*", "group": null, "is_blocking": false } ], "root": "babbage", "parent": null }, { "id": "davinci", "object": "model", "created": 1649359874, "owned_by": "openai", "permission": [ { "id": "modelperm-U6ZwlyAd0LyMk4rcMdz33Yc3", "object": "model_permission", "created": 1669066355, "allow_create_engine": false, "allow_sampling": true, "allow_logprobs": true, "allow_search_indices": false, "allow_view": true, "allow_fine_tuning": false, "organization": "*", "group": null, "is_blocking": false } ], "root": "davinci", "parent": null }, { "id": "babbage-code-search-code", "object": "model", "created": 1651172509, "owned_by": "openai-dev", "permission": [ { "id": "modelperm-4qRnA3Hj8HIJbgo0cGbcmErn", "object": "model_permission", "created": 1669085863, "allow_create_engine": false, "allow_sampling": true, "allow_logprobs": true, "allow_search_indices": true, "allow_view": true, "allow_fine_tuning": false, "organization": "*", "group": null, "is_blocking": false } ], "root": "babbage-code-search-code", "parent": null }, { "id": "text-similarity-babbage-001", "object": "model", "created": 1651172505, "owned_by": "openai-dev", "permission": [ { "id": "modelperm-48kcCHhfzvnfY84OtJf5m8Cz", "object": "model_permission", "created": 1669081947, "allow_create_engine": false, "allow_sampling": true, "allow_logprobs": true, "allow_search_indices": true, "allow_view": true, "allow_fine_tuning": false, "organization": "*", "group": null, "is_blocking": false } ], "root": "text-similarity-babbage-001", "parent": null }, { "id": "text-davinci-001", "object": "model", "created": 1649364042, "owned_by": "openai", "permission": [ { "id": "modelperm-MVM5NfoRjXkDve3uQW3YZDDt", "object": "model_permission", "created": 1669066355, "allow_create_engine": false, "allow_sampling": true, "allow_logprobs": true, "allow_search_indices": false, "allow_view": true, "allow_fine_tuning": false, "organization": "*", "group": null, "is_blocking": false } ], "root": "text-davinci-001", "parent": null }, { "id": "ada", "object": "model", "created": 1649357491, "owned_by": "openai", "permission": [ { "id": "modelperm-u0nKN4ub7EVQudgMuvCuvDjc", "object": "model_permission", "created": 1675997661, "allow_create_engine": false, "allow_sampling": true, "allow_logprobs": true, "allow_search_indices": false, "allow_view": true, "allow_fine_tuning": false, "organization": "*", "group": null, "is_blocking": false } ], "root": "ada", "parent": null }, { "id": "curie-instruct-beta", "object": "model", "created": 1649364042, "owned_by": "openai", "permission": [ { "id": 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"modelperm-mS20lnPqhebTaFPrcCufyg7m", "object": "model_permission", "created": 1669081947, "allow_create_engine": false, "allow_sampling": true, "allow_logprobs": true, "allow_search_indices": true, "allow_view": true, "allow_fine_tuning": false, "organization": "*", "group": null, "is_blocking": false } ], "root": "babbage-similarity", "parent": null }, { "id": "code-search-babbage-text-001", "object": "model", "created": 1651172507, "owned_by": "openai-dev", "permission": [ { "id": "modelperm-EC5ASz4NLChtEV1Cwkmrwm57", "object": "model_permission", "created": 1669085863, "allow_create_engine": false, "allow_sampling": true, "allow_logprobs": true, "allow_search_indices": true, "allow_view": true, "allow_fine_tuning": false, "organization": "*", "group": null, "is_blocking": false } ], "root": "code-search-babbage-text-001", "parent": null }, { "id": "code-cushman-001", "object": "model", "created": 1656081837, "owned_by": "openai", "permission": [ { "id": 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"id": "davinci-search-query", "object": "model", "created": 1651172505, "owned_by": "openai-dev", "permission": [ { "id": "modelperm-lYkiTZMmJMWm8jvkPx2duyHE", "object": "model_permission", "created": 1669066353, "allow_create_engine": false, "allow_sampling": true, "allow_logprobs": true, "allow_search_indices": true, "allow_view": true, "allow_fine_tuning": false, "organization": "*", "group": null, "is_blocking": false } ], "root": "davinci-search-query", "parent": null }, { "id": "text-davinci-insert-001", "object": "model", "created": 1649880484, "owned_by": "openai", "permission": [ { "id": "modelperm-3gRQMBOMoccZIURE3ZxboZWA", "object": "model_permission", "created": 1669066354, "allow_create_engine": false, "allow_sampling": true, "allow_logprobs": true, "allow_search_indices": false, "allow_view": true, "allow_fine_tuning": false, "organization": "*", "group": null, "is_blocking": false } ], "root": "text-davinci-insert-001", "parent": null }, { "id": "babbage-search-document", "object": "model", "created": 1651172510, "owned_by": "openai-dev", "permission": [ { "id": "modelperm-5qFV9kxCRGKIXpBEP75chmp7", "object": "model_permission", "created": 1669084981, "allow_create_engine": false, "allow_sampling": true, "allow_logprobs": true, "allow_search_indices": true, "allow_view": true, "allow_fine_tuning": false, "organization": "*", "group": null, "is_blocking": false } ], "root": "babbage-search-document", "parent": null }, { "id": "ada-search-document", "object": "model", "created": 1651172507, "owned_by": "openai-dev", "permission": [ { "id": "modelperm-8qUMuMAbo4EwedbGamV7e9hq", "object": "model_permission", "created": 1669092640, "allow_create_engine": false, "allow_sampling": true, "allow_logprobs": true, "allow_search_indices": true, "allow_view": true, "allow_fine_tuning": false, "organization": "*", "group": null, "is_blocking": false } ], "root": "ada-search-document", "parent": null }, { "id": "text-search-curie-query-001", "object": "model", "created": 1651172509, "owned_by": "openai-dev", "permission": [ { "id": "modelperm-Iion0NCpsXPNtIkQ0owQLi7V", "object": "model_permission", "created": 1677273417, "allow_create_engine": false, "allow_sampling": true, "allow_logprobs": true, "allow_search_indices": true, "allow_view": true, "allow_fine_tuning": false, "organization": "*", "group": null, "is_blocking": false } ], "root": "text-search-curie-query-001", "parent": null }, { "id": "text-search-babbage-doc-001", "object": "model", "created": 1651172509, "owned_by": "openai-dev", "permission": [ { "id": "modelperm-ao2r26P2Th7nhRFleHwy2gn5", "object": "model_permission", "created": 1669084981, "allow_create_engine": false, "allow_sampling": true, "allow_logprobs": true, "allow_search_indices": true, "allow_view": true, "allow_fine_tuning": false, "organization": "*", "group": null, "is_blocking": false } ], "root": "text-search-babbage-doc-001", "parent": null }, { "id": "text-davinci-002", "object": "model", "created": 1649880484, "owned_by": "openai", "permission": [ { "id": "modelperm-kOLsgLs7IgI9PTPI245IRWZH", "object": "model_permission", "created": 1676585871, "allow_create_engine": false, "allow_sampling": true, "allow_logprobs": true, "allow_search_indices": false, "allow_view": true, "allow_fine_tuning": false, "organization": "*", "group": null, "is_blocking": false } ], "root": "text-davinci-002", "parent": null }, { "id": "curie-search-document", "object": "model", "created": 1651172508, "owned_by": "openai-dev", "permission": [ { "id": "modelperm-LDsN5wW8eKVuh1OsyciHntE9", "object": "model_permission", "created": 1677273417, "allow_create_engine": false, "allow_sampling": true, "allow_logprobs": true, "allow_search_indices": true, "allow_view": true, "allow_fine_tuning": false, "organization": "*", "group": null, "is_blocking": false } ], "root": "curie-search-document", "parent": null }, { "id": "text-search-curie-doc-001", "object": "model", "created": 1651172509, "owned_by": "openai-dev", "permission": [ { "id": "modelperm-taUGRSku7bQLa24SNIwYPEsi", "object": "model_permission", "created": 1677273417, "allow_create_engine": false, "allow_sampling": true, "allow_logprobs": true, "allow_search_indices": true, "allow_view": true, "allow_fine_tuning": false, "organization": "*", "group": null, "is_blocking": false } ], "root": "text-search-curie-doc-001", "parent": null }, { "id": "babbage-search-query", "object": "model", "created": 1651172509, "owned_by": "openai-dev", "permission": [ { "id": "modelperm-wSs1hMXDKsrcErlbN8HmzlLE", "object": "model_permission", "created": 1669084981, "allow_create_engine": false, "allow_sampling": true, "allow_logprobs": true, "allow_search_indices": true, "allow_view": true, "allow_fine_tuning": false, "organization": "*", "group": null, "is_blocking": false } ], "root": "babbage-search-query", "parent": null }, { "id": "text-babbage-001", "object": "model", "created": 1649364043, "owned_by": "openai", "permission": [ { "id": "modelperm-a3Ph5FIBbJxsoA4wvx7VYC7R", "object": "model_permission", "created": 1675105935, "allow_create_engine": false, "allow_sampling": true, "allow_logprobs": true, "allow_search_indices": false, "allow_view": true, "allow_fine_tuning": false, "organization": "*", "group": null, "is_blocking": false } ], "root": "text-babbage-001", "parent": null }, { "id": "text-search-davinci-doc-001", "object": "model", "created": 1651172505, "owned_by": "openai-dev", "permission": [ { "id": "modelperm-qhSf1j2MJMujcu3t7cHnF1DN", "object": "model_permission", "created": 1669066353, "allow_create_engine": false, "allow_sampling": true, "allow_logprobs": true, "allow_search_indices": true, "allow_view": true, "allow_fine_tuning": false, "organization": "*", "group": null, "is_blocking": false } ], "root": "text-search-davinci-doc-001", "parent": null }, { "id": "text-search-babbage-query-001", "object": "model", "created": 1651172509, "owned_by": "openai-dev", "permission": [ { "id": "modelperm-Kg70kkFxD93QQqsVe4Zw8vjc", "object": "model_permission", "created": 1669084981, "allow_create_engine": false, "allow_sampling": true, "allow_logprobs": true, "allow_search_indices": true, "allow_view": true, "allow_fine_tuning": false, "organization": "*", "group": null, "is_blocking": false } ], "root": "text-search-babbage-query-001", "parent": null }, { "id": "curie-similarity", "object": "model", "created": 1651172510, "owned_by": "openai-dev", "permission": [ { "id": "modelperm-zhWKExSloaQiJgzjVHFmh2wR", "object": "model_permission", "created": 1675106290, "allow_create_engine": false, "allow_sampling": true, "allow_logprobs": true, "allow_search_indices": true, "allow_view": true, "allow_fine_tuning": false, "organization": "*", "group": null, "is_blocking": false } ], "root": "curie-similarity", "parent": null }, { "id": "curie", "object": "model", "created": 1649359874, "owned_by": "openai", "permission": [ { "id": "modelperm-oPaljeveTjEIDbhDjzFiyf4V", "object": "model_permission", "created": 1675106503, "allow_create_engine": false, "allow_sampling": true, "allow_logprobs": true, "allow_search_indices": false, "allow_view": true, "allow_fine_tuning": false, "organization": "*", "group": null, "is_blocking": false } ], "root": "curie", "parent": null }, { "id": "text-similarity-davinci-001", "object": "model", "created": 1651172505, "owned_by": "openai-dev", "permission": [ { "id": "modelperm-OvmcfYoq5V9SF9xTYw1Oz6Ue", "object": "model_permission", "created": 1669066356, "allow_create_engine": false, "allow_sampling": true, "allow_logprobs": true, "allow_search_indices": true, "allow_view": true, "allow_fine_tuning": false, "organization": "*", "group": null, "is_blocking": false } ], "root": "text-similarity-davinci-001", "parent": null }, { "id": "davinci-similarity", "object": "model", "created": 1651172509, "owned_by": "openai-dev", "permission": [ { "id": "modelperm-lYYgng3LM0Y97HvB5CDc8no2", "object": "model_permission", "created": 1669066353, "allow_create_engine": false, "allow_sampling": true, "allow_logprobs": true, "allow_search_indices": true, "allow_view": true, "allow_fine_tuning": false, "organization": "*", "group": null, "is_blocking": false } ], "root": "davinci-similarity", "parent": null }, { "id": "cushman:2020-05-03", "object": "model", "created": 1590625110, "owned_by": "system", "permission": [ { "id": "snapperm-FAup8P1KqclNlTsunLDRiesT", "object": "model_permission", "created": 1590625111, "allow_create_engine": false, "allow_sampling": true, "allow_logprobs": true, "allow_search_indices": false, "allow_view": true, "allow_fine_tuning": true, "organization": "*", "group": null, "is_blocking": false } ], "root": "cushman:2020-05-03", "parent": null }, { "id": "ada:2020-05-03", "object": "model", "created": 1607631625, "owned_by": "system", "permission": [ { "id": "snapperm-9TYofAqUs54vytKYL0IX91rX", "object": "model_permission", "created": 1607631626, "allow_create_engine": false, "allow_sampling": true, "allow_logprobs": true, "allow_search_indices": false, "allow_view": true, "allow_fine_tuning": false, "organization": "*", "group": null, "is_blocking": false } ], "root": "ada:2020-05-03", "parent": null }, { "id": "babbage:2020-05-03", "object": "model", "created": 1607632611, "owned_by": "system", "permission": [ { "id": "snapperm-jaLAcmyyNuaVmalCE1BGTGwf", "object": "model_permission", "created": 1607632613, "allow_create_engine": false, "allow_sampling": true, "allow_logprobs": true, "allow_search_indices": false, "allow_view": true, "allow_fine_tuning": false, "organization": "*", "group": null, "is_blocking": false } ], "root": "babbage:2020-05-03", "parent": null }, { "id": "curie:2020-05-03", "object": "model", "created": 1607632725, "owned_by": "system", "permission": [ { "id": "snapperm-bt6R8PWbB2SwK5evFo0ZxSs4", "object": "model_permission", "created": 1607632727, "allow_create_engine": false, "allow_sampling": true, "allow_logprobs": true, "allow_search_indices": false, "allow_view": true, "allow_fine_tuning": false, "organization": "*", "group": null, "is_blocking": false } ], "root": "curie:2020-05-03", "parent": null }, { "id": "davinci:2020-05-03", "object": "model", "created": 1607640163, "owned_by": "system", "permission": [ { "id": "snapperm-99cbfQTYDVeLkTYndX3UMpSr", "object": "model_permission", "created": 1607640164, "allow_create_engine": false, "allow_sampling": true, "allow_logprobs": true, "allow_search_indices": false, "allow_view": true, "allow_fine_tuning": false, "organization": "*", "group": null, "is_blocking": false } ], "root": "davinci:2020-05-03", "parent": null }, { "id": "if-davinci-v2", "object": "model", "created": 1610745990, "owned_by": "openai", "permission": [ { "id": "snapperm-58q0TdK2K4kMgL3MoHvGWMlH", "object": "model_permission", "created": 1610746036, "allow_create_engine": false, "allow_sampling": true, "allow_logprobs": true, "allow_search_indices": false, "allow_view": true, "allow_fine_tuning": false, "organization": "*", "group": null, "is_blocking": false } ], "root": "if-davinci-v2", "parent": null }, { "id": "if-curie-v2", "object": "model", "created": 1610745968, "owned_by": "openai", "permission": [ { "id": "snapperm-fwAseHVq6NGe6Ple6tKfzRSK", "object": "model_permission", "created": 1610746043, "allow_create_engine": false, "allow_sampling": true, "allow_logprobs": true, "allow_search_indices": false, "allow_view": true, "allow_fine_tuning": false, "organization": "*", "group": null, "is_blocking": false } ], "root": "if-curie-v2", "parent": null }, { "id": "if-davinci:3.0.0", "object": "model", "created": 1629420755, "owned_by": "openai", "permission": [ { "id": "snapperm-T53lssiyMWwiuJwhyO9ic53z", "object": "model_permission", "created": 1629421809, "allow_create_engine": false, "allow_sampling": true, "allow_logprobs": true, "allow_search_indices": false, "allow_view": true, "allow_fine_tuning": true, "organization": "*", "group": null, "is_blocking": false } ], "root": "if-davinci:3.0.0", "parent": null }, { "id": "davinci-if:3.0.0", "object": "model", "created": 1629498070, "owned_by": "openai", "permission": [ { "id": "snapperm-s6ZIAVMwlZwrLGGClTXqSK3Q", "object": "model_permission", "created": 1629498084, "allow_create_engine": false, "allow_sampling": true, "allow_logprobs": true, "allow_search_indices": false, "allow_view": true, "allow_fine_tuning": true, "organization": "*", "group": null, "is_blocking": false } ], "root": "davinci-if:3.0.0", "parent": null }, { "id": "davinci-instruct-beta:2.0.0", "object": "model", "created": 1629501914, "owned_by": "openai", "permission": [ { "id": "snapperm-c70U4TBfiOD839xptP5pJzyc", "object": "model_permission", "created": 1629501939, "allow_create_engine": false, "allow_sampling": true, "allow_logprobs": true, "allow_search_indices": false, "allow_view": true, "allow_fine_tuning": true, "organization": "*", "group": null, "is_blocking": false } ], "root": "davinci-instruct-beta:2.0.0", "parent": null }, { "id": "text-ada:001", "object": "model", "created": 1641949608, "owned_by": "system", "permission": [ { "id": "snapperm-d2PSnwFG1Yn9of6PvrrhkBcU", "object": "model_permission", "created": 1641949610, "allow_create_engine": false, "allow_sampling": true, "allow_logprobs": true, "allow_search_indices": false, "allow_view": true, "allow_fine_tuning": false, "organization": "*", "group": null, "is_blocking": false } ], "root": "text-ada:001", "parent": null }, { "id": "text-davinci:001", "object": "model", "created": 1641943966, "owned_by": "system", "permission": [ { "id": "snapperm-Fj1O3zkKXOQy6AkcfQXRKcWA", "object": "model_permission", "created": 1641944340, "allow_create_engine": false, "allow_sampling": true, "allow_logprobs": true, "allow_search_indices": false, "allow_view": true, "allow_fine_tuning": false, "organization": "*", "group": null, "is_blocking": false } ], "root": "text-davinci:001", "parent": null }, { "id": "text-curie:001", "object": "model", "created": 1641955047, "owned_by": "system", "permission": [ { "id": "snapperm-BI9TAT6SCj43JRsUb9CYadsz", "object": "model_permission", "created": 1641955123, "allow_create_engine": false, "allow_sampling": true, "allow_logprobs": true, "allow_search_indices": false, "allow_view": true, "allow_fine_tuning": false, "organization": "*", "group": null, "is_blocking": false } ], "root": "text-curie:001", "parent": null }, { "id": "text-babbage:001", "object": "model", "created": 1642018370, "owned_by": "openai", "permission": [ { "id": "snapperm-7oP3WFr9x7qf5xb3eZrVABAH", "object": "model_permission", "created": 1642018480, "allow_create_engine": false, "allow_sampling": true, "allow_logprobs": true, "allow_search_indices": false, "allow_view": true, "allow_fine_tuning": false, "organization": "*", "group": null, "is_blocking": false } ], "root": "text-babbage:001", "parent": null } ] }

Completions①

エンドポイント
https://api.openai.com/v1/completions

以下のプロパティで実行

model	max_tokens	temperature
text-davinci-003	500	0.6

curl https://api.openai.com/v1/completions \
  -H "Content-Type: application/json" \
  -H "Authorization: Bearer $OPENAI_API_KEY" \
  -d '{
    "model": "text-davinci-003",
    "prompt": "ねこについて教えて",
    "max_tokens": 500,
    "temperature": 0.6
  }'

結果

{
    "id":"cmpl-6wQJgOz1NsTc93cWj6E0vKvXww5Sj",
    "object":"text_completion",
    "created":1679382204,
    "model":"text-davinci-003",
    "choices":[{
        "text":"ください\n\n猫は、古くから人々の間で愛されてきた家畜です。猫は、活発で好奇心旺盛な動物で、人間の周囲で活動します。猫は、自分の好きなものを求めて独自の活動を行います。猫には、毛並みの美しさや可愛らしさ、そして楽しい振る舞いが特徴です。また、猫は、自分の主人を守り、家にいる他の人々を慰めたり励ましたりすることもできます。",
        "index":0,
        "logprobs":null,
        "finish_reason":"stop"
    }],
    "usage":{
        "prompt_tokens":13,
        "completion_tokens":234,
        "total_tokens":247
    }
}

Completions②

エンドポイント
https://api.openai.com/v1/completions

以下のプロパティで実行
※max_tokensを500から50に変更

model	max_tokens	temperature
text-davinci-003	50	0.6

curl https://api.openai.com/v1/completions \
  -H "Content-Type: application/json" \
  -H "Authorization: Bearer $OPENAI_API_KEY" \
  -d '{
    "model": "text-davinci-003",
    "prompt": "ねこについて教えて",
    "max_tokens": 50,
    "temperature": 0.6
  }'

結果

max_tokensの値を小さくしたのでchoicesのtextレスポンス文も短くなりました。

{
    "id":"cmpl-6wQJgOz1NsTc93cWj6E0vKvXww5Sj",
    "object":"text_completion",
    "created":1679382540,
    "model":"text-davinci-003",
    "choices":[{
        "text":"ください\n\n猫は、古くから人間と共に暮らしてきた動物です。体長は20〜40セン",
        "index":0,
        "logprobs":null,
        "finish_reason":"stop"
    }],
    "usage":{
        "prompt_tokens":13,
        "completion_tokens":50,
        "total_tokens":63
    }
}

Generations①

エンドポイント
https://api.openai.com/v1/images/generations

以下のプロパティで実行
※sizeは256x256、512x512、1024x1024が対応
※nで生成数を指定します。

prompt	n	size
3匹の子猫	1	512x512

curl https://api.openai.com/v1/images/generations \
  -H "Content-Type: application/json" \
  -H "Authorization: Bearer $OPENAI_API_KEY" \
  -d '{
    "prompt": "3匹の子猫",
    "n": 1,
    "size": "512x512"
  }'

結果

{
  "created": 1679382879,
  "data": [
    {
      "url": "https://oaidalleapiprodscus.blob.core.windows.net/private/org-SqGU1dqkLg8g9Ody7Ml4M6dY/user-jtzfSHyU8hN3sppSNiFFlLED/img-BmwXUB1vz3AMw8bauAYASEDq.png?st=2023-03-21T06%3A14%3A39Z&se=2023-03-21T08%3A14%3A39Z&sp=r&sv=2021-08-06&sr=b&rscd=inline&rsct=image/png&skoid=6aaadede-4fb3-4698-a8f6-684d7786b067&sktid=a48cca56-e6da-484e-a814-9c849652bcb3&skt=2023-03-21T04%3A47%3A46Z&ske=2023-03-22T04%3A47%3A46Z&sks=b&skv=2021-08-06&sig=cRD37OwyZOCY1E9M2HW78LmLoedIT8vedtPpw2m%2Bmgk%3D"
    }
  ]
}

生成された猫画像

Generations②

エンドポイント
https://api.openai.com/v1/images/generations

以下のプロパティで実行
※もう少し可愛いのが欲しいのでpromptを3匹の可愛い子猫に変更して再度実行
sizeも1024x1024に変更

prompt	n	size
3匹の可愛い子猫	1	1024x1024

curl https://api.openai.com/v1/images/generations \
  -H "Content-Type: application/json" \
  -H "Authorization: Bearer $OPENAI_API_KEY" \
  -d '{
    "prompt": "3匹の可愛い子猫",
    "n": 1,
    "size": "512x512"
  }'

結果

{
  "created": 1678968882,
  "data": [
    {
      "url": "https://oaidalleapiprodscus.blob.core.windows.net/private/org-SqGU1dqkLg8g9Ody7Ml4M6dY/user-jtzfSHyU8hN3sppSNiFFlLED/img-Jl8N65rQd5QdK9OX6p3RnvqE.png?st=2023-03-16T11%3A14%3A42Z&se=2023-03-16T13%3A14%3A42Z&sp=r&sv=2021-08-06&sr=b&rscd=inline&rsct=image/png&skoid=6aaadede-4fb3-4698-a8f6-684d7786b067&sktid=a48cca56-e6da-484e-a814-9c849652bcb3&skt=2023-03-15T23%3A05%3A41Z&ske=2023-03-16T23%3A05%3A41Z&sks=b&skv=2021-08-06&sig=cF4be6s5LIbvslktMpDplmHBmTi2f/AOLMu0Ejo57qg%3D"
    }
  ]
}

生成された猫画像

可愛いのが生成されたので大勝利

Variations

エンドポイント
https://api.openai.com/v1/images/variations

以下のプロパティで実行
カレントに先程の画像(neko.png)をおいて実行
バリエーションを2つ生成

image	n	size
neko.png	2	1024x1024

curl https://api.openai.com/v1/images/variations \
  -H "Authorization: Bearer $OPENAI_API_KEY" \
  -F image="@neko.png" \
  -F n=2 \
  -F size="1024x1024"

結果

{
  "created": 1678969111,
  "data": [
    {
      "url": "https://oaidalleapiprodscus.blob.core.windows.net/private/org-SqGU1dqkLg8g9Ody7Ml4M6dY/user-jtzfSHyU8hN3sppSNiFFlLED/img-Q6SwvQkbQjfujX5tmqYUErdH.png?st=2023-03-16T11%3A18%3A31Z&se=2023-03-16T13%3A18%3A31Z&sp=r&sv=2021-08-06&sr=b&rscd=inline&rsct=image/png&skoid=6aaadede-4fb3-4698-a8f6-684d7786b067&sktid=a48cca56-e6da-484e-a814-9c849652bcb3&skt=2023-03-15T21%3A20%3A15Z&ske=2023-03-16T21%3A20%3A15Z&sks=b&skv=2021-08-06&sig=P4nNiQzy2QtTleXsS6IqD%2BiDUZlbVAAsT9qwagcwk0I%3D"
    },
    {
      "url": "https://oaidalleapiprodscus.blob.core.windows.net/private/org-SqGU1dqkLg8g9Ody7Ml4M6dY/user-jtzfSHyU8hN3sppSNiFFlLED/img-oaXslQh6P7O1SdE72cKDAo21.png?st=2023-03-16T11%3A18%3A31Z&se=2023-03-16T13%3A18%3A31Z&sp=r&sv=2021-08-06&sr=b&rscd=inline&rsct=image/png&skoid=6aaadede-4fb3-4698-a8f6-684d7786b067&sktid=a48cca56-e6da-484e-a814-9c849652bcb3&skt=2023-03-15T21%3A20%3A15Z&ske=2023-03-16T21%3A20%3A15Z&sks=b&skv=2021-08-06&sig=21wzcLJt4UNc1X%2Bp7S6S4bPgdnNOixgHwEd6tiWqxtM%3D"
    }
  ]
}

生成されたバリエーション

構成はほぼ同じですが猫が向いている方向などやや違うバリエーションが生成されました

バリエーション1
バリエーション2

Transcriptions

エンドポイント
https://api.openai.com/v1/audio/transcriptions

以下のプロパティで実行
カレントにテキスト起こしさせたい音声ファイル(audio.mp3)をおいて実行
サンプル音声

file	model
audio.mp3	whisper-1

curl https://api.openai.com/v1/audio/transcriptions \
  -H "Authorization: Bearer $OPENAI_API_KEY" \
  -H "Content-Type: multipart/form-data" \
  -F file="@audio.mp3" \
  -F model="whisper-1"

結果

{
    "text":"海外旅行に行きたいけど、なかなか休みも取れないし、流行りの店にも飽きちゃった。 親子でアウトドア体験もいいけど、用意も必要、なかなか一歩が踏み出せない。 アンディは困っていました。息子のケンがテレビで見たアメリカのバーベキューを食べたいというのです。 アメリカのバーベキューはワイルドだ。じいちゃんがよくやってくれたと思い出話をしてたせいでしょうか。"
}%

Translations

エンドポイント
https://api.openai.com/v1/audio/translations

以下のプロパティで実行
英語翻訳させたい音声ファイル(audio.mp3)をおいて実行
サンプル音声

file	model
audio.mp3	whisper-1

curl https://api.openai.com/v1/audio/translations \
  -H "Authorization: Bearer $OPENAI_API_KEY" \
  -H "Content-Type: multipart/form-data" \
  -F file="@audio.mp3" \
  -F model="whisper-1"

結果

{
    "text":"I want to go on a trip abroad, but I can't take a break and I'm tired of the trendy restaurants. It's good to have an outdoor experience with your parents, but you need to be prepared. It's hard to take a step forward. Andy was in trouble. His son Ken wants to eat American barbecue that he saw on TV. American barbecue is wild. Is it because he was talking about his memories that his grandfather did it well?"
}%

DeePLで再翻訳

どっちも性能が良すぎる...

おわり

今回はOpenAIのAPIの中でも特にイメージのつきやすいものをシンプルにCURLで実行してその一端に触れてみました。純粋にAIの性能の高さに驚かされたのと面白みと可能性を感じる部分だと思いました。次回はChatGPTも使いつつこれらをアプリケーションに組み込んで実行したものを投稿したいと思います。

Devトーク

弊社でQiitaのDevトークを活用しています。
それぞれのテーマについて雑談してみたい方がいましたら是非お話しましょう!