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+from smolagents import CodeAgent, DuckDuckGoSearchTool, HfApiModel, load_tool, tool
+import datetime
+import requests
+import pytz
+import yaml
+
+# Assuming the following modules are available in your project
+from tools.final_answer import FinalAnswerTool
+from Gradio_UI import GradioUI
+
+# Tool that does nothing (custom example)
+@tool
+def my_custom_tool(arg1: str, arg2: int) -> str:
+    """
+    A tool that does nothing yet 
+    Args:
+        arg1: the first argument
+        arg2: the second argument
+    """
+    return "What magic will you build?"
+
+# Tool to get current time in a timezone
+@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').
+    """
+    try:
+        tz = pytz.timezone(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}"
+    except Exception as e:
+        return f"Error fetching time for timezone '{timezone}': {str(e)}"
+
+# Final Answer Tool
+final_answer = FinalAnswerTool()
+
+# Model configuration
+model = HfApiModel(
+    max_tokens=2096,
+    temperature=0.5,
+    model_id='Qwen/Qwen2.5-Coder-32B-Instruct',
+    custom_role_conversions=None,
+)
+
+# Optional: Load image generation tool if needed
+image_generation_tool = load_tool("agents-course/text-to-image", trust_remote_code=True)
+
+# Load prompt templates from YAML
+with open("prompts.yaml", 'r') as stream:
+    prompt_templates = yaml.safe_load(stream)
+
+# Create the agent with all tools
+agent = CodeAgent(
+    model=model,
+    tools=[final_answer, my_custom_tool, get_current_time_in_timezone, image_generation_tool],
+    max_steps=6,
+    verbosity_level=1,
+    grammar=None,
+    planning_interval=None,
+    name=None,
+    description=None,
+    prompt_templates=prompt_templates
+)
+
+# Launch Gradio UI
+GradioUI(agent).launch()