OpenAI

import { Configuration, OpenAIApi } from "openai";
import _ from 'lodash'
import { serverSupabaseClient } from '#supabase/server'
let client

const configuration = new Configuration({
  apiKey: process.env.OPENAI_API_KEY,
});
const openai = new OpenAIApi(configuration);

const prompt = `Dans quel contexte est utilisé cette compétence professionnelle ?

compétence : `

async function extractPrompt(activite, capacite) {
  let prompt = `Pour ${capacite}

  Comment ${activite} ?

  réponse :
  `
  return prompt
}

const apprentissageExist = async (activite) => {
  const { data, error, count } = await client
    .from('apprentissages')
    .select(`*`, {count: 'exact'})
    .eq('activite', activite.uid)
  if(count == 0){
    return false
  }else{
    return data
  }
}

async function saveApprentissage(activite, apprentissage) {
  const { error } = await client
    .from('apprentissages')
    .insert({
      certification: activite.certification,
      activite: activite.uid,
      apprentissage: apprentissage,
      capacite: activite.skill
    })
  return true
}

async function getApprentissageFromIA(activite, capacite){
  let prompt = await extractPrompt(activite, capacite);
  const completion = await openai.createCompletion({
    model: "text-davinci-003",
    prompt: prompt,
    temperature: 1,
    max_tokens: 500,
    top_p: 1,
    frequency_penalty: 0.0,
    presence_penalty: 0.0,
    best_of: 5,
    n: 1
  });
  return completion.data.choices[0].text.replace(/([0-9]{1,2})\.\s?/g,'').trim();
}


export default defineEventHandler(async (event) => {
  client = serverSupabaseClient(event)
  const body = await readBody(event)
  let skill = body.skill

  let apprentissages = []
  for (var activite of skill.skill_activities) {
    let activityExist = await apprentissageExist(activite.activites)
    let apprentissage
    if(activityExist == false){
      apprentissage = await getApprentissageFromIA(activite.activites.libelle, skill.intitule)
      await saveApprentissage(activite.activites, apprentissage)
    }else{
      apprentissage = activityExist
    }

    apprentissages.push({
      activite: activite.activites,
      apprentissage: apprentissage
    })
  }

  return {
    api: 'works',
    result: apprentissages
  }
})