supabase/packages/ai-commands/test/extensions.ts

import { expect } from '@jest/globals'
import { codeBlock } from 'common-tags'
import OpenAI from 'openai'

const openAiKey = process.env.OPENAI_API_KEY
const openai = new OpenAI({ apiKey: openAiKey })

expect.extend({
  async toMatchCriteria(received: string, criteria: string) {
    const model = 'gpt-4o-2024-05-13'

    const completionResponse = await openai.chat.completions.create({
      model,
      messages: [
        {
          role: 'system',
          content: codeBlock`
            You are a test runner. Your job is to evaluate whether 'Received' adheres to the test 'Criteria'.

            You must output JSON, specifically an object containing a "pass" boolean and "reason" string:
            - \`{ "pass": true, "reason": "<reason>" }\` if 'Received' adheres to the test 'Criteria'
            - \`{ "pass": false, "reason": "<reason>" }\` if 'Received' does not adhere to the test 'Criteria'

            The "reason" must explain exactly which part of 'Received' did or did not pass the test 'Criteria'.
          `,
        },
        {
          role: 'user',
          content: codeBlock`
            Received:
            ${received}

            Criteria:
            ${criteria}
          `,
        },
      ],
      max_tokens: 256,
      temperature: 0,
      response_format: {
        type: 'json_object',
      },
      stream: false,
    })

    const [choice] = completionResponse.choices

    if (!choice.message.content) {
      throw new Error('LLM evaluator returned invalid response')
    }

    const { pass, reason }: { pass?: boolean; reason?: string } = JSON.parse(choice.message.content)

    if (pass === undefined) {
      throw new Error('LLM evaluator returned invalid response')
    }

    return {
      message: () =>
        codeBlock`
          ${this.utils.matcherHint('toMatchCriteria', received, criteria, {
            comment: `evaluated by LLM '${model}'`,
            isNot: this.isNot,
            promise: this.promise,
          })}

          ${reason}
        `,
      pass,
    }
  },
})