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func.py
CHANGED
@@ -70,60 +70,74 @@ def get_gen_model(api_key, model, temperature, max_tokens):
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return gen_model
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def process_messages_for_gemini(messages):
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gemini_history = []
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for message in messages:
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role = message.get('role')
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content = message.get('content')
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if isinstance(content, str):
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if role == 'system':
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gemini_history.append({"role": "user", "parts": [content]})
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elif role == 'user':
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gemini_history.append({"role": "user", "parts": [content]})
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elif role == 'assistant':
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gemini_history.append({"role": "model", "parts": [content]})
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parts = []
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for item in content:
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if item.get('type') == 'text':
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parts.append(item.get('text'))
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elif item.get('type') == 'image_url':
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image_data = item.get('image_url', {}).get('url', '')
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if image_data.startswith('data:image/'):
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try:
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image_type = image_data.split(';')[0].split('/')[1].upper()
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base64_image = image_data.split(';base64,')[1]
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else:
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if
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if gemini_history:
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user_message = gemini_history[-1]
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gemini_history = gemini_history[:-1]
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else:
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user_message = {"role": "user", "parts": [""]}
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return gen_model
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def process_messages_for_gemini(messages):
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gemini_history = []
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errors = []
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for message in messages:
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role = message.get('role')
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content = message.get('content')
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if isinstance(content, str):
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if role == 'system':
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gemini_history.append({"role": "user", "parts": [content]})
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elif role == 'user':
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gemini_history.append({"role": "user", "parts": [content]})
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elif role == 'assistant':
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gemini_history.append({"role": "model", "parts": [content]})
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else:
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errors.append(f"Invalid role: {role}")
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elif isinstance(content, list):
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parts = []
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for item in content:
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if item.get('type') == 'text':
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parts.append({"text": item.get('text')})
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elif item.get('type') == 'image_url':
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image_data = item.get('image_url', {}).get('url', '')
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if image_data.startswith('data:image/'):
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try:
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mime_type, base64_data = image_data.split(';')[0].split(':')[1], image_data.split(',')[1]
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parts.append({
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"inline_data": {
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"mime_type": mime_type,
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"data": base64_data
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}
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})
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except (IndexError, ValueError):
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errors.append(f"Invalid data URI for image: {image_data}")
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else:
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errors.append(f"Invalid image URL format for item: {item}")
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elif item.get('type') == 'file_url':
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file_data = item.get('file_url', {}).get('url', '')
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if file_data.startswith('data:'):
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try:
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mime_type, base64_data = file_data.split(';')[0].split(':')[1], file_data.split(',')[1]
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parts.append({
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"inline_data": {
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"mime_type": mime_type,
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"data": base64_data
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}
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})
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except (IndexError, ValueError):
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errors.append(f"Invalid data URI for file: {file_data}")
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else:
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errors.append(f"Invalid file URL format for item: {item}")
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if parts:
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if role in ['user', 'system']:
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gemini_history.append({"role": "user", "parts": parts})
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elif role == 'assistant':
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gemini_history.append({"role": "model", "parts": parts})
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else:
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errors.append(f"Invalid role: {role}")
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if gemini_history:
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user_message = gemini_history[-1]
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gemini_history = gemini_history[:-1]
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else:
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user_message = {"role": "user", "parts": [""]}
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if errors:
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return gemini_history, user_message, (jsonify({'error': errors}), 400)
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else:
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return gemini_history, user_message, None
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