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| const { readSecret, SECRET_KEYS } = require('./secrets'); | |
| const fetch = require('node-fetch').default; | |
| const express = require('express'); | |
| const { jsonParser } = require('../express-common'); | |
| const { GEMINI_SAFETY } = require('../constants'); | |
| const API_MAKERSUITE = 'https://generativelanguage.googleapis.com'; | |
| const router = express.Router(); | |
| router.post('/caption-image', jsonParser, async (request, response) => { | |
| try { | |
| const mimeType = request.body.image.split(';')[0].split(':')[1]; | |
| const base64Data = request.body.image.split(',')[1]; | |
| const apiKey = request.body.reverse_proxy ? request.body.proxy_password : readSecret(request.user.directories, SECRET_KEYS.MAKERSUITE); | |
| const apiUrl = new URL(request.body.reverse_proxy || API_MAKERSUITE); | |
| const model = request.body.model || 'gemini-pro-vision'; | |
| const url = `${apiUrl.origin}/v1beta/models/${model}:generateContent?key=${apiKey}`; | |
| const body = { | |
| contents: [{ | |
| parts: [ | |
| { text: request.body.prompt }, | |
| { | |
| inlineData: { | |
| mimeType: 'image/png', // It needs to specify a MIME type in data if it's not a PNG | |
| data: mimeType === 'image/png' ? base64Data : request.body.image, | |
| }, | |
| }], | |
| }], | |
| safetySettings: GEMINI_SAFETY, | |
| generationConfig: { maxOutputTokens: 1000 }, | |
| }; | |
| console.log('Multimodal captioning request', model, body); | |
| const result = await fetch(url, { | |
| body: JSON.stringify(body), | |
| method: 'POST', | |
| headers: { | |
| 'Content-Type': 'application/json', | |
| }, | |
| timeout: 0, | |
| }); | |
| if (!result.ok) { | |
| const error = await result.json(); | |
| console.log(`Google AI Studio API returned error: ${result.status} ${result.statusText}`, error); | |
| return response.status(result.status).send({ error: true }); | |
| } | |
| const data = await result.json(); | |
| console.log('Multimodal captioning response', data); | |
| const candidates = data?.candidates; | |
| if (!candidates) { | |
| return response.status(500).send('No candidates found, image was most likely filtered.'); | |
| } | |
| const caption = candidates[0].content.parts[0].text; | |
| if (!caption) { | |
| return response.status(500).send('No caption found'); | |
| } | |
| return response.json({ caption }); | |
| } catch (error) { | |
| console.error(error); | |
| response.status(500).send('Internal server error'); | |
| } | |
| }); | |
| module.exports = { router }; | |