Spaces:
Running
Running
Create app.py
Browse files
app.py
ADDED
@@ -0,0 +1,60 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
from flask import Flask, render_template, request, jsonify
|
2 |
+
from google import genai
|
3 |
+
from google.genai import types
|
4 |
+
import os
|
5 |
+
from PIL import Image
|
6 |
+
import io
|
7 |
+
import base64
|
8 |
+
|
9 |
+
app = Flask(__name__)
|
10 |
+
|
11 |
+
# Remplacez par votre clé API réelle
|
12 |
+
GOOGLE_API_KEY = "YOUR_API_KEY"
|
13 |
+
|
14 |
+
client = genai.Client(
|
15 |
+
api_key=GOOGLE_API_KEY,
|
16 |
+
# Use `v1alpha` so you can see the `thought` flag.
|
17 |
+
http_options={'api_version': 'v1alpha'},
|
18 |
+
)
|
19 |
+
|
20 |
+
@app.route('/')
|
21 |
+
def index():
|
22 |
+
return render_template('index.html')
|
23 |
+
|
24 |
+
@app.route('/solve', methods=['POST'])
|
25 |
+
def solve():
|
26 |
+
try:
|
27 |
+
image_data = request.files['image'].read() # Lire les données binaires de l'image
|
28 |
+
img = Image.open(io.BytesIO(image_data))
|
29 |
+
|
30 |
+
# Convertir l'image en base64 pour l'envoyer à l'API Gemini
|
31 |
+
buffered = io.BytesIO()
|
32 |
+
img.save(buffered, format="PNG")
|
33 |
+
img_str = base64.b64encode(buffered.getvalue()).decode()
|
34 |
+
|
35 |
+
# Utiliser l'API Gemini pour générer la réponse
|
36 |
+
response = client.models.generate_content(
|
37 |
+
model="gemini-2.0-flash-thinking-exp-01-21",
|
38 |
+
config={'thinking_config': {'include_thoughts': True}},
|
39 |
+
contents=[
|
40 |
+
{'inline_data': {'mime_type': 'image/png', 'data': img_str}},
|
41 |
+
"What's the area of the overlapping region?"
|
42 |
+
]
|
43 |
+
)
|
44 |
+
|
45 |
+
# Extraire les pensées et la réponse
|
46 |
+
thoughts = ""
|
47 |
+
answer = ""
|
48 |
+
for part in response.candidates[0].content.parts:
|
49 |
+
if part.thought:
|
50 |
+
thoughts += part.text + "\n"
|
51 |
+
else:
|
52 |
+
answer += part.text + "\n"
|
53 |
+
|
54 |
+
return jsonify({'thoughts': thoughts, 'answer': answer})
|
55 |
+
|
56 |
+
except Exception as e:
|
57 |
+
return jsonify({'error': str(e)}), 500
|
58 |
+
|
59 |
+
if __name__ == '__main__':
|
60 |
+
app.run(debug=True)
|