import { ClientOptions, OpenAI } from 'openai';

enum GPTCallType {
    SUMMARY = 'summary',
    COMPLETION = 'completion',
    EDIT = 'edit',
    FLASHCARD = 'flashcard',
}

type GPTCallOpts = {
    model: string;
    maxTokens: number;
    temp: number;
    prompt: string;
};

const callTypeMap: { [type: string]: GPTCallOpts } = {
    summary: { model: 'gpt-3.5-turbo-instruct', maxTokens: 256, temp: 0.5, prompt: 'Summarize this text in simpler terms: ' },
    edit: { model: 'gpt-3.5-turbo-instruct', maxTokens: 256, temp: 0.5, prompt: 'Reword this: ' },
    flashcard: { model: 'gpt-3.5-turbo-instruct', maxTokens: 512, temp: 0.5, prompt: 'Make flashcards out of this text with questions and answers: ' },
    completion: { model: 'gpt-3.5-turbo-instruct', maxTokens: 256, temp: 0.5, prompt: '' },
};

/**
 * Calls the OpenAI API.
 *
 * @param inputText Text to process
 * @returns AI Output
 */
const gptAPICall = async (inputText: string, callType: GPTCallType) => {
    if (callType === GPTCallType.SUMMARY || callType == GPTCallType.FLASHCARD) inputText += '.';
    const opts: GPTCallOpts = callTypeMap[callType];
    try {
        const configuration: ClientOptions = {
            apiKey: process.env.OPENAI_KEY,
            dangerouslyAllowBrowser: true,
        };
        const openai = new OpenAI(configuration);
        const response = await openai.completions.create({
            model: opts.model,
            max_tokens: opts.maxTokens,
            temperature: opts.temp,
            prompt: `${opts.prompt}${inputText}`,
        });
        return response.choices[0].text;
    } catch (err) {
        console.log(err);
        return 'Error connecting with API.';
    }
};

const gptImageCall = async (prompt: string, n?: number) => {
    try {
        const configuration: ClientOptions = {
            apiKey: process.env.OPENAI_KEY,
            dangerouslyAllowBrowser: true,
        };

        const openai = new OpenAI(configuration);
        const response = await openai.images.generate({
            prompt: prompt,
            n: n ?? 1,
            size: '1024x1024',
        });
        return response.data.map((data: any) => data.url);
        // return response.data.data[0].url;
    } catch (err) {
        console.error(err);
        return;
    }
};

export { gptAPICall, gptImageCall, GPTCallType };