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Create app.py
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app.py
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from flask import Flask, render_template, request, jsonify
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from google import genai
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from google.genai import types
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import os
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from PIL import Image
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import io
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import base64
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app = Flask(__name__)
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# Remplacez par votre clé API réelle
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GOOGLE_API_KEY = "YOUR_API_KEY"
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client = genai.Client(
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api_key=GOOGLE_API_KEY,
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# Use `v1alpha` so you can see the `thought` flag.
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http_options={'api_version': 'v1alpha'},
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)
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@app.route('/')
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def index():
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return render_template('index.html')
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@app.route('/solve', methods=['POST'])
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def solve():
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try:
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image_data = request.files['image'].read() # Lire les données binaires de l'image
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img = Image.open(io.BytesIO(image_data))
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# Convertir l'image en base64 pour l'envoyer à l'API Gemini
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buffered = io.BytesIO()
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img.save(buffered, format="PNG")
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img_str = base64.b64encode(buffered.getvalue()).decode()
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# Utiliser l'API Gemini pour générer la réponse
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response = client.models.generate_content(
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model="gemini-2.0-flash-thinking-exp-01-21",
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config={'thinking_config': {'include_thoughts': True}},
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contents=[
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{'inline_data': {'mime_type': 'image/png', 'data': img_str}},
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"What's the area of the overlapping region?"
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]
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)
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# Extraire les pensées et la réponse
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thoughts = ""
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answer = ""
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for part in response.candidates[0].content.parts:
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if part.thought:
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thoughts += part.text + "\n"
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else:
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answer += part.text + "\n"
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return jsonify({'thoughts': thoughts, 'answer': answer})
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except Exception as e:
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return jsonify({'error': str(e)}), 500
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if __name__ == '__main__':
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app.run(debug=True)
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