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Update app.py
Browse files
app.py
CHANGED
@@ -1,31 +1,33 @@
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# --- START OF
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from flask import Flask, render_template, request, jsonify, Response, stream_with_context
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#
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from google import genai
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from google.genai import types
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#
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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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import json
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import
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app = Flask(__name__)
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GOOGLE_API_KEY = os.environ.get("GEMINI_API_KEY")
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#
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client = genai.Client(
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api_key=GOOGLE_API_KEY,
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)
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# Ensure API key is available (good practice)
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if not GOOGLE_API_KEY:
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print("WARNING: GEMINI_API_KEY environment variable not set.
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#
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# --- Routes for index and potentially the Pro version (kept for context) ---
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@app.route('/')
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@@ -56,7 +58,7 @@ def solve():
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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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def generate():
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mode = 'starting'
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)
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for chunk in response:
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# Process chunks as in your original streaming logic
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if chunk.candidates and chunk.candidates[0].content and chunk.candidates[0].content.parts:
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for part in chunk.candidates[0].content.parts:
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if hasattr(part, 'thought') and part.thought:
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@@ -107,7 +108,7 @@ def solve():
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mode = "answering"
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if hasattr(part, 'text') and part.text:
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yield 'data: ' + json.dumps({"content": part.text}) + '\n\n'
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# Handle
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elif chunk.prompt_feedback and chunk.prompt_feedback.block_reason:
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error_msg = f"Prompt blocked: {chunk.prompt_feedback.block_reason.name}"
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print(error_msg)
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yield 'data: ' + json.dumps({"error": error_msg}) + '\n\n'
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break # Stop processing on finish reason
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except Exception as e:
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print(f"Error during streaming generation: {e}")
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yield 'data: ' + json.dumps({"error": str(e)}) + '\n\n'
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@@ -136,14 +136,11 @@ def solve():
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)
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except Exception as e:
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print(f"Error in /solve endpoint (setup or initial request): {e}")
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print(traceback.format_exc())
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# Return JSON error for fetch API if streaming setup fails
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return jsonify({'error': f'Failed to process request: {str(e)}'}), 500
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# --- MODIFIED /solved route (Free version, non-streaming)
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@app.route('/solved', methods=['POST'])
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def solved():
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try:
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@@ -159,21 +156,19 @@ def solved():
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except Exception as img_err:
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return jsonify({'error': f'Invalid image file: {str(img_err)}'}), 400
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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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# Use the non-streaming generate_content method
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model_name = "gemini-2.5-flash-preview-04-17" # Your original free model name
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contents = [
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{'inline_data': {'mime_type': 'image/png', 'data': img_str}},
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"""Résous cet exercice en français en utilisant le format LaTeX pour les mathématiques si nécessaire.
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Si tu dois effectuer des calculs complexes, utilise l'outil d'exécution de code Python fourni.
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Présente ta solution de manière claire et bien structurée. Formate le code Python dans des blocs délimités par ```python ... ``` et les résultats d'exécution dans des blocs ``` ... ```."""
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]
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# Call the non-streaming generation method using the original client object
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response = client.models.generate_content(
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model=model_name,
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contents=contents,
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code_execution=types.ToolCodeExecution()
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)]
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)
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# Note: No stream=True here for non-streaming
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)
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# Aggregate the response parts into a single string
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full_solution = ""
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# Check if the response has candidates and parts
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if response.candidates and response.candidates[0].content and response.candidates[0].content.parts:
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full_solution += part.text
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elif hasattr(part, 'executable_code') and part.executable_code:
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full_solution += f"\n\n```python\n{part.executable_code.code}\n```\n\n"
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# Check for the result attribute name
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# Based on your original code, code_execution_result seemed to be the attribute
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elif hasattr(part, 'code_execution_result') and hasattr(part.code_execution_result, 'output'):
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output_str = part.code_execution_result.output
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full_solution += f"\n\n**Résultat d'exécution:**\n```\n{output_str}\n```\n\n"
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if not full_solution.strip():
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# Check for
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if response.
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elif
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# Generic message for other finish reasons (e.g., MAX_TOKENS)
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full_solution = f"La génération s'est terminée prématurément ({finish_reason}). Le problème est peut-être trop complexe ou nécessite plus de tokens."
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print(f"Generation finished early: {finish_reason}") # Log it
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else:
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# Fallback if no specific reason is found but the response is empty
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full_solution = "Désolé, je n'ai pas pu générer de solution pour cette image."
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print("Generation resulted in empty content without specific block/finish reason.")
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# Return the complete solution as JSON
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return jsonify({'solution': full_solution.strip()})
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#
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elif hasattr(api_error, 'details'):
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error_message = f"Erreur API: {api_error.details}"
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else:
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error_message = f"Erreur API: {str(api_error)}" # Fallback to string representation
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# Check for common error phrases to provide user-friendly messages
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if "blocked" in str(api_error).lower() or "safety" in str(api_error).lower():
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error_message = 'Le contenu a été bloqué par l\'API pour des raisons de sécurité.'
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return jsonify({'error': error_message}), 400 # Use 400 for client-side issue (the prompt)
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return jsonify({'error': error_message}), 500 # Use 500 for server-side API issues
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except ImportError:
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# If GoogleAPIError is not found in api_core, we'll fall through to the generic Exception catch
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print("Could not import google.api_core.exceptions.GoogleAPIError. Using generic exception handling.")
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pass # Continue to the next except block
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except Exception as e:
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#
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print(traceback.format_exc())
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# Provide a generic error message to the user
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return jsonify({'error': f'Une erreur interne est survenue: {str(e)}'}), 500
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if __name__ == '__main__':
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# Remove debug=True in production
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app.run(debug=True, host='0.0.0.0', port=5000) # Example port
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# --- END OF
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# --- START OF CORRECTED app.py (v3 - Fixes AttributeError) ---
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from flask import Flask, render_template, request, jsonify, Response, stream_with_context
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# Revert to the original google.genai import and usage
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from google import genai
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# Make sure types is imported from google.genai if needed for specific model config
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from google.genai import types
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# Correct import for GoogleAPIError with the original genai client
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from google.api_core.exceptions import GoogleAPIError # <-- IMPORTATION CORRIGÉE
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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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import json
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import re
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app = Flask(__name__)
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GOOGLE_API_KEY = os.environ.get("GEMINI_API_KEY")
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# Use the original client initialization
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client = genai.Client(
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api_key=GOOGLE_API_KEY,
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)
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# Ensure API key is available (good practice)
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if not GOOGLE_API_KEY:
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print("WARNING: GEMINI_API_KEY environment variable not set.")
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# Handle this case appropriately, e.g., exit or show an error on the page
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# In a real application, you might want to raise an error or redirect
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# --- Routes for index and potentially the Pro version (kept for context) ---
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@app.route('/')
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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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def generate():
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mode = 'starting'
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)
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for chunk in response:
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if chunk.candidates and chunk.candidates[0].content and chunk.candidates[0].content.parts:
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for part in chunk.candidates[0].content.parts:
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if hasattr(part, 'thought') and part.thought:
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mode = "answering"
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if hasattr(part, 'text') and part.text:
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yield 'data: ' + json.dumps({"content": part.text}) + '\n\n'
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# Handle cases where a chunk might not have candidates/parts, or handle errors
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elif chunk.prompt_feedback and chunk.prompt_feedback.block_reason:
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error_msg = f"Prompt blocked: {chunk.prompt_feedback.block_reason.name}"
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print(error_msg)
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yield 'data: ' + json.dumps({"error": error_msg}) + '\n\n'
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break # Stop processing on finish reason
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except Exception as e:
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print(f"Error during streaming generation: {e}")
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yield 'data: ' + json.dumps({"error": str(e)}) + '\n\n'
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)
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except Exception as e:
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print(f"Error in /solve endpoint: {e}")
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return jsonify({'error': f'Failed to process request: {str(e)}'}), 500
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# --- MODIFIED /solved route (Free version, non-streaming) using original SDK syntax ---
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@app.route('/solved', methods=['POST'])
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def solved():
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try:
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except Exception as img_err:
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return jsonify({'error': f'Invalid image file: {str(img_err)}'}), 400
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buffered = io.BytesIO() # Corrected spelling BytesBytesIO -> 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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model_name = "gemini-2.5-flash-preview-04-17" # Your original free model name
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contents = [
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{'inline_data': {'mime_type': 'image/png', 'data': img_str}},
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"""Résous cet exercice en français en utilisant le format LaTeX pour les mathématiques si nécessaire.
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Si tu dois effectuer des calculs complexes, utilise l'outil d'exécution de code Python fourni.
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Présente ta solution de manière claire et bien structurée. Formate le code Python dans des blocs délimités par ```python ... ``` et les résultats d'exécution dans des blocs ``` ... ```."""
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]
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response = client.models.generate_content(
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model=model_name,
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contents=contents,
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code_execution=types.ToolCodeExecution()
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)]
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)
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)
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full_solution = ""
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# Check if the response has candidates and parts
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if response.candidates and response.candidates[0].content and response.candidates[0].content.parts:
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full_solution += part.text
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elif hasattr(part, 'executable_code') and part.executable_code:
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full_solution += f"\n\n```python\n{part.executable_code.code}\n```\n\n"
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# Check for the result attribute name based on your SDK version's structure
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elif hasattr(part, 'code_execution_result') and hasattr(part.code_execution_result, 'output'):
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output_str = part.code_execution_result.output
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full_solution += f"\n\n**Résultat d'exécution:**\n```\n{output_str}\n```\n\n"
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# Check for prompt_feedback on the response object for non-streaming
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if response.prompt_feedback and response.prompt_feedback.block_reason:
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block_reason = response.prompt_feedback.block_reason.name
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# Add block reason to the solution or handle as error
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if not full_solution.strip(): # If no other content generated
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full_solution = f"Le contenu a été bloqué pour des raisons de sécurité: {block_reason}."
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else: # If some content was generated before blocking
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full_solution += f"\n\n**Attention:** La réponse a pu être incomplète car le contenu a été bloqué: {block_reason}."
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# Ensure we have some content, otherwise return a message or specific error
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if not full_solution.strip():
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# Check for finish reasons on candidates
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finish_reason = response.candidates[0].finish_reason.name if response.candidates and response.candidates[0].finish_reason else "UNKNOWN"
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# safety_ratings = response.candidates[0].safety_ratings if response.candidates else [] # You could log or use these
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print(f"Generation finished with reason (no content): {finish_reason}")
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if finish_reason == 'SAFETY':
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full_solution = "Désolé, je ne peux pas fournir de réponse en raison de restrictions de sécurité."
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elif finish_reason == 'RECITATION':
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full_solution = "Désolé, la réponse ne peut être fournie en raison de la politique sur les récitations."
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elif finish_reason == 'OTHER' or finish_reason == 'UNKNOWN': # Catch general failures
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full_solution = "Désolé, je n'ai pas pu générer de solution complète pour cette image."
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# If finish_reason is 'STOP' but no content, the generic message below applies
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if not full_solution.strip(): # Fallback if reason didn't give a specific message
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full_solution = "Désolé, je n'ai pas pu générer de solution complète pour cette image."
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# Return the complete solution as JSON
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return jsonify({'solution': full_solution.strip()})
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# Catch specific API errors from google.api_core.exceptions
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except GoogleAPIError as api_error: # <-- UTILISATION CORRIGÉE
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print(f"GenAI API Error: {api_error}")
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# Provide more user-friendly error messages based on potential API errors
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error_message = str(api_error)
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if "RESOURCE_EXHAUSTED" in error_message:
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user_error = "Vous avez atteint votre quota d'utilisation de l'API. Veuillez réessayer plus tard ou vérifier votre console Google Cloud."
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elif "400 Bad Request" in error_message or "INVALID_ARGUMENT" in error_message:
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user_error = f"La requête à l'API est invalide : {error_message}. L'image n'a peut-être pas été comprise."
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elif "403 Forbidden" in error_message or "PERMISSION_DENIED" in error_message:
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user_error = "Erreur d'authentification ou de permissions avec l'API. Vérifiez votre clé API."
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elif "50" in error_message: # Catch 5xx errors
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user_error = f"Erreur serveur de l'API : {error_message}. Veuillez réessayer plus tard."
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else:
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user_error = f'Erreur de l\'API GenAI: {error_message}'
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return jsonify({'error': user_error}), api_error.code if hasattr(api_error, 'code') else 500 # Return appropriate status code if available
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except Exception as e:
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# Log the full error for debugging
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import traceback
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print(f"Error in /solved endpoint: {e}")
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print(traceback.format_exc())
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# Provide a generic error message to the user
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return jsonify({'error': f'Une erreur interne est survenue lors du traitement: {str(e)}'}), 500
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if __name__ == '__main__':
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# Remove debug=True in production
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app.run(debug=True, host='0.0.0.0', port=5000) # Example port
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# --- END OF CORRECTED app.py (v3 - Fixes AttributeError) ---
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