iimtt-api/src/routes/api/aiEvaluateImageToStar.js

95 lines
2.7 KiB
JavaScript

const AWS = require('aws-sdk');
const axios = require('axios');
const mongoose = require('mongoose');
const FormData = require('form-data');
const Game = require('../../models/gameModel');
const aiEvaluateImageToStar = async (req, res) => {
try {
const { childId, gameName, gameID, gameTime, gameStar, screenShot } = req.body;
if (!screenShot) {
return res.status(400).json({ error: 'Screenshot is required' });
}
// Upload screenshot
const formData = new FormData();
formData.append('image', screenShot);
const screenshotUploadResponse = await axios.post('https://teachertrainingchennai.in/api/uploadBase64/', formData, {
headers: {
...formData.getHeaders(),
},
});
const screenshotUrl = screenshotUploadResponse.data.filePath;
// The coloring was done by a 5-year-old kid. Give a score between 1 to 10 in JSON format.
const openAiPayload = {
model: 'gpt-4o-mini',
messages: [
{
role: 'user',
content: [
{
type: 'text',
text: 'The coloring was done by a 5-year-old kid. Give a score between 1 to 10 the Respond ONLY with a valid JSON object like {"score": 7}. No extra text, no formatting, just raw JSON.',
},
{
type: 'image_url',
image_url: {
url: screenshotUrl,
},
},
],
},
],
max_tokens: 300,
};
const openAiResponse = await axios.post(
'https://api.openai.com/v1/chat/completions',
openAiPayload,
{
headers: {
'Content-Type': 'application/json',
Authorization: `Bearer ${process.env.OPENAI_API_KEY}`,
},
}
);
if (!openAiResponse.data.choices || openAiResponse.data.choices.length === 0) {
throw new Error('Invalid OpenAI response format');
}
let scoreResponse = openAiResponse.data.choices[0].message.content.trim();
if (scoreResponse.startsWith('```json')) {
scoreResponse = scoreResponse.replace(/```json/, '').replace(/```/, '').trim();
}
const parsedScore = JSON.parse(scoreResponse);
// console.log('Parsed Score:', parsedScore);
const gameData = new Game({
gameName,
childId,
gameID,
gameTime,
gameStar: parsedScore.score || 'N/A',
screenshotUrl,
});
await gameData.save();
return res.status(200).json({
message: 'Game data saved successfully',
data: gameData,
});
} catch (error) {
console.error('Error:', error.message);
return res.status(500).json({ error: error.message || 'Something went wrong' });
}
};
module.exports = aiEvaluateImageToStar;