-
Notifications
You must be signed in to change notification settings - Fork 0
Expand file tree
/
Copy pathserver.js
More file actions
62 lines (49 loc) · 1.87 KB
/
Copy pathserver.js
File metadata and controls
62 lines (49 loc) · 1.87 KB
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
// server.js (Node.js with Express)
const express = require('express');
const multer = require('multer');
const { GoogleGenerativeAI } = require('@google/generative-ai');
require('dotenv').config(); // Load environment variables
const app = express();
const port = 3000;
// Multer setup for handling file uploads
const storage = multer.memoryStorage(); // Store the file in memory
const upload = multer({ storage: storage });
// Serve static files (HTML, CSS, JavaScript)
app.use(express.static('public')); // Make sure the HTML file is in a folder named 'public'
app.post('/identify', upload.single('image'), async (req, res) => {
try {
if (!req.file) {
return res.status(400).json({ error: 'No image uploaded' });
}
const apiKey = process.env.GEMINI_API_KEY; // Retrieve API key from environment variables
if (!apiKey) {
return res.status(500).json({ error: 'GEMINI_API_KEY not found in environment variables' });
}
const genAI = new GoogleGenerativeAI(apiKey);
const model = genAI.getGenerativeModel({ model: 'gemini-1.5-flash' });
const imageBase64 = req.file.buffer.toString('base64');
const mimeType = req.file.mimetype;
const prompt = "Describe this image. Be concise. Also provide related items.:";
const imageParts = [
{
inlineData: {
data: imageBase64,
mimeType: mimeType,
},
},
{ text: prompt },
];
const result = await model.generateContent({
contents: [{ role: "user", parts: imageParts }],
});
const responseText = result.response.text();
console.log(responseText);
res.json({ description: responseText });
} catch (error) {
console.error('Error processing image:', error);
res.status(500).json({ error: 'Failed to identify image' });
}
});
app.listen(port, () => {
console.log(`Server listening at http://localhost:${port}`);
});