OpenAIが提供しているREST APIを呼び出して、指定文章のベクトル化を行うAppleScriptです。実行のためにはOpenAIのWebサイトにサインアップして、実行のためのAPI Keyを取得してください。
ChatGPTなどのサービスを提供しているOpenAIにサインアップして、各種サービスをAppleScriptから利用できます。Freeアカウントでは1分あたりに発行できるクエリー数の上限が低めに設定されていますが、実験を行う程度であれば十分なレベルでしょう。
https://platform.openai.com/docs/introduction
「文章のベクトル化」は、大量の候補文を用意しておいてベクトル化し、新たにユーザーが与えた文章との「類似度」を計算するためのものです。
AppleScript名:Embedding(文章のベクトル化).scptd |
— – Created by: Takaaki Naganoya – Created on: 2023/02/24 — – Copyright © 2023 Piyomaru Software, All Rights Reserved — use AppleScript version "2.4" — Yosemite (10.10) or later use framework "Foundation" use scripting additions property NSString : a reference to current application’s NSString property NSCountedSet : a reference to current application’s NSCountedSet property NSJSONSerialization : a reference to current application’s NSJSONSerialization property NSUTF8StringEncoding : a reference to current application’s NSUTF8StringEncoding set myText to "今日はいい天気です。" set barerKey to "XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX" set sRes to (do shell script "curl https://api.openai.com/v1/embeddings -H ’Content-Type: application/json’ -H ’Authorization: Bearer " & barerKey & "’ -d ’{\"input\": \"" & myText & "\", \"model\":\"text-embedding-ada-002\"}’") set jsonString to NSString’s stringWithString:sRes set jsonData to jsonString’s dataUsingEncoding:(NSUTF8StringEncoding) set aRes to NSJSONSerialization’s JSONObjectWithData:jsonData options:0 |error|:(missing value) set modelRes to aRes as {anything, record} –> {object:"list", |data|:{{|index|:0, object:"embedding", embedding:{0.0024673557, 0.0037366515, -0.005702117, -0.025023261, 0.010659494, -0.0024349757, 0.0038791234, -0.031266123, 0.005248797, -0.023909388, -0.0052941293, 0.008710219, -0.0028316306, -0.019039437, -0.013780926, -0.009519719, 0.01660446, -0.020762052, 0.019881317, -0.025748573, 0.037897546, 0.025981707, -0.006569901, -0.01387159, -0.023209982, 0.0051743235, 0.014182438, -0.018974677, 0.031032987, -0.026655212, 0.029919116, -0.00975933, -0.007019983, 0.022381052, 0.010186747, -0.032120954, -0.023054557, 0.01536107, -0.0049476633, 0.005919063, 0.01542583, -0.019363238, 0.015335166, -0.0029741025, -0.02567086, 0.008626031, -0.008295755, 0.0018116607, -0.004814905, 0.028546205, 0.011533754, -0.006395049, -0.040876508, -0.038855996, -5.7595916E-4, 0.006106867, -0.014078822, -1.681736E-4, 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