chatgpt-api/examples/expert-qa.ts

import 'dotenv/config'
import { OpenAIClient } from 'openai-fetch'
import { z } from 'zod'

import { Agentic, NovuNotificationTool, SerpAPITool } from '@/index'

async function main() {
  const openai = new OpenAIClient({ apiKey: process.env.OPENAI_API_KEY! })
  const agentic = new Agentic({ openai })

  const question = 'How do I build a product that people will love?'

  const { metadata } = await agentic
    .gpt4(
      `Generate a list of {n} prominent experts that can answer the following question: {{question}}.`
    )
    .tools([new SerpAPITool()])
    .output(
      z.array(
        z.object({
          name: z.string(),
          bio: z.string()
        })
      )
    )
    .input(
      z.object({
        question: z.string(),
        n: z.number().int().default(5)
      })
    )
    .withHumanFeedback({
      type: 'multiselect'
    })
    .callWithMetadata({
      question
    })

  if (
    metadata.feedback &&
    metadata.feedback.type === 'multiselect' &&
    metadata.feedback.selected
  ) {
    const answer = await agentic
      .gpt4(
        `Generate an answer to the following question: "{{question}}" from each of the following experts: {{#each experts}}
      - {{this.name}}: {{this.bio}}
      {{/each}}`
      )
      .output(
        z.array(
          z.object({
            expert: z.string(),
            answer: z.string()
          })
        )
      )
      .input(
        z.object({
          question: z.string(),
          experts: z.array(z.object({ name: z.string(), bio: z.string() }))
        })
      )
      .call({
        question,
        experts: metadata.feedback.selected
      })

    const message = answer.reduce((acc, { expert, answer }) => {
      return `${acc}

      ${expert}: ${answer}`
    }, '')

    const notifier = new NovuNotificationTool()
    await notifier.call({
      name: 'send-email',
      payload: {
        subject: 'Experts have answered your question: ' + question,
        message
      },
      to: [{ subscriberId: '123' }]
    })
  }
}

main()