add spaces.gpu decorator and impliment other logic

app.py

@@ -1,16 +1,89 @@
-from smolagents import CodeAgent,DuckDuckGoSearchTool, HfApiModel,load_tool,tool
+# old and defaulyt code:
+# from smolagents import CodeAgent,DuckDuckGoSearchTool, HfApiModel,load_tool,tool
+# import datetime
+# import requests
+# import pytz
+# 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(arg1:str, arg2:int)-> str: #it's import to specify the return type
+#     #Keep this format for the description / args / args description but feel free to modify the tool
+#     """A tool that does nothing yet 
+#     Args:
+#         arg1: the first argument
+#         arg2: the second argument
+#     """
+#     return "What magic will you build ?"
+
+# @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:
+#         # 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}"
+#     except Exception as e:
+#         return f"Error fetching time for timezone '{timezone}': {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' 
+
+# 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,
+# )
+
+
+# # Import tool from Hub
+# image_generation_tool = load_tool("agents-course/text-to-image", trust_remote_code=True)
+
+# with open("prompts.yaml", 'r') as stream:
+#     prompt_templates = yaml.safe_load(stream)
+    
+# agent = CodeAgent(
+#     model=model,
+#     tools=[final_answer], ## add your tools here (don't remove final answer)
+#     max_steps=6,
+#     verbosity_level=1,
+#     grammar=None,
+#     planning_interval=None,
+#     name=None,
+#     description=None,
+#     prompt_templates=prompt_templates
+# )
+
+
+# GradioUI(agent).launch()
+
+# new code: (by gemini)
 import datetime
-import requests
 import pytz
+import requests
 import yaml
-from tools.final_answer import FinalAnswerTool
 
+# 1. Import spaces at the top
+import spaces
+
+from smolagents import CodeAgent, DuckDuckGoSearchTool, HfApiModel, load_tool, tool
+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(arg1:str, arg2:int)-> str: #it's import to specify the return type
-    #Keep this format for the description / args / args description but feel free to modify the tool
+def my_custom_tool(arg1: str, arg2: int) -> str:
     """A tool that does nothing yet 
     Args:
         arg1: the first argument
@@ -25,9 +98,7 @@ def get_current_time_in_timezone(timezone: str) -> str:
         timezone: A string representing a valid timezone (e.g., 'America/New_York').
     """
     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}"
     except Exception as e:
@@ -36,18 +107,13 @@ def get_current_time_in_timezone(timezone: str) -> str:
 
 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' 
-
 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,
+    max_tokens=2096,
+    temperature=0.5,
+    model_id='Qwen/Qwen2.5-Coder-32B-Instruct',
+    custom_role_conversions=None,
 )
 
-
-# Import tool from Hub
 image_generation_tool = load_tool("agents-course/text-to-image", trust_remote_code=True)
 
 with open("prompts.yaml", 'r') as stream:
@@ -55,7 +121,7 @@ with open("prompts.yaml", 'r') as stream:
     
 agent = CodeAgent(
     model=model,
-    tools=[final_answer], ## add your tools here (don't remove final answer)
+    tools=[final_answer],
     max_steps=6,
     verbosity_level=1,
     grammar=None,
@@ -65,5 +131,10 @@ agent = CodeAgent(
     prompt_templates=prompt_templates
 )
 
+# 2. Decorate the agent execution function for ZeroGPU
+@spaces.GPU
+def run_agent(prompt):
+    return agent.run(prompt)
 
+# Launch Gradio UI
 GradioUI(agent).launch()