Update app.py

app.py

@@ -6,63 +6,59 @@ import yaml
 from tools.final_answer import FinalAnswerTool
 from Gradio_UI import GradioUI
 
-# Below is an example of a tool that does nothing. Amaze us with your creativity !
-@tool
-def my_custom_tool(userprompt: str) -> str:  #it's import to specify the return type
-    """A tool that does helps to generate the image for the given text prompt 
-    Args:
-        userprompt: A string prompt that helps the image to generate
-    Returns:
-        str: A generated image.
-    """
-    # Import tool from Hub
-    image_generation_tool = load_tool("agents-course/text-to-image", trust_remote_code=True)
-    return image_generation_tool(userprompt)
+# Подключаем модели
+text_model = HfApiModel(
+    max_tokens=2096,
+    temperature=0.5,
+    model_id='Qwen/Qwen2.5-Coder-32B-Instruct',  # Модель для обработки текста
+    custom_role_conversions=None,
+)
+
+image_model = HfApiModel(
+    max_tokens=2096,
+    temperature=0.5,
+    model_id="black-forest-labs/FLUX.1-dev",  # Модель для генерации изображений
+    custom_role_conversions=None,
+)
 
 @tool
-def get_current_time_in_timezone(timezone: str) -> str:
-    """A tool that fetches the current local time in a specified timezone.
-    Args:
-        timezone: A string representing a valid timezone (e.g., 'America/New_York').
-    """
+def generate_image_from_text(prompt: str) -> str:
+    """Инструмент для генерации изображения на основе текстового описания."""
     try:
-        # Create timezone object
-        tz = pytz.timezone(timezone)
-        # Get current time in that timezone
-        local_time = datetime.datetime.now(tz).strftime("%Y-%m-%d %H:%M:%S")
-        return f"The current local time in {timezone} is: {local_time}"
+        # Загружаем инструмент для генерации изображений с Hugging Face
+        image_generation_tool = load_tool("multimodalart/flux.1-dev", trust_remote_code=True)
+
+        # Генерация изображения
+        generated_image = image_generation_tool(prompt=prompt)
+        
+        # Возвращаем путь или URL изображения
+        return generated_image
     except Exception as e:
-        return f"Error fetching time for timezone '{timezone}': {str(e)}"
+        return f"Error generating image: {str(e)}"
 
 
-final_answer = FinalAnswerTool()
+ 
 
-# If the agent does not answer, the model is overloaded, please use another model or the following Hugging Face Endpoint that also contains qwen2.5 coder:
-# model_id='https://pflgm2locj2t89co.us-east-1.aws.endpoints.huggingface.cloud' 
 
-# Define the AI model
-model = HfApiModel(
-max_tokens=2096,
-temperature=0.5,
-model_id='Qwen/Qwen2.5-Coder-32B-Instruct',       # it is possible that this model may be overloaded
-custom_role_conversions=None,
-)
+final_answer = FinalAnswerTool()
+
+ 
 
 # Load prompt templates
 with open("prompts.yaml", 'r') as stream:
     prompt_templates = yaml.safe_load(stream)
     
-# Create the AI agent with tools
+# Инициализируем агента, передавая обе модели
 agent = CodeAgent(
-    model=model,
-    tools=[final_answer,my_custom_tool,get_current_time_in_timezone], ## add your tools here (don't remove final answer)
+    model=text_model,  # Здесь указываем модель для обработки текста
+    tools=[FinalAnswerTool(), generate_image_from_text],  # Добавляем инструменты
     max_steps=6,
     verbosity_level=1,
     grammar=None,
     planning_interval=None,
     name=None,
     description=None,
-    prompt_templates=prompt_templates
+    prompt_templates=None,  # Указывайте шаблоны при необходимости
 )
 
 # Launch the AI agent with Gradio