Update app.py

app.py

@@ -1,61 +1,75 @@
-from smolagents import CodeAgent,DuckDuckGoSearchTool, HfApiModel,load_tool,tool
+from smolagents import CodeAgent, HfApiModel, load_tool, tool
 import datetime
 import requests
 import pytz
 import yaml
+
+# Import our custom tools from the tools folder
 from tools.final_answer import FinalAnswerTool
+from tools.visit_webpage import VisitWebpageTool
+from tools.web_search import DuckDuckGoSearchTool
 
 from Gradio_UI import GradioUI
 
-# Below is an example of a tool that does nothing. Amaze us with your creativity !
+# Example tool: a custom tool that currently does nothing—feel free to enhance it!
 @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 
+def my_custom_tool(arg1: str, arg2: int) -> str:
+    """A tool that does nothing yet.
+    
     Args:
-        arg1: the first argument
-        arg2: the second argument
+        arg1: the first argument.
+        arg2: the second argument.
     """
     return "What magic will you build ?"
 
+# Example tool: get current time in a specified 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:
-        # 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)}"
 
-
+# Instantiate the FinalAnswerTool (required)
 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' 
+# Import an image generation tool from the Hub (if desired)
+image_generation_tool = load_tool("agents-course/text-to-image", trust_remote_code=True)
+
+# Instantiate local tools for web search and webpage visits
+search_tool = DuckDuckGoSearchTool()   # Defined in tools/web_search.py
+visit_tool = VisitWebpageTool()         # Defined in tools/visit_webpage.py
 
+# Define the model configuration using HfApiModel
 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',  # You can change this if the model is overloaded.
+    custom_role_conversions=None,
 )
 
-
-# Import tool from Hub
-image_generation_tool = load_tool("agents-course/text-to-image", trust_remote_code=True)
-
+# Load prompt templates from prompts.yaml
 with open("prompts.yaml", 'r') as stream:
     prompt_templates = yaml.safe_load(stream)
-    
+
+# Create the CodeAgent, including all the tools we want to enable:
 agent = CodeAgent(
     model=model,
-    tools=[final_answer], ## add your tools here (don't remove final answer)
+    tools=[
+        final_answer,               # Must remain included.
+        search_tool,                # Enables web search.
+        visit_tool,                 # Enables webpage visits.
+        my_custom_tool,             # Your custom tool (modify as desired).
+        get_current_time_in_timezone,
+        image_generation_tool       # Enables image generation via a Hub tool.
+    ],
     max_steps=6,
     verbosity_level=1,
     grammar=None,
@@ -65,5 +79,5 @@ agent = CodeAgent(
     prompt_templates=prompt_templates
 )
 
-
-GradioUI(agent).launch()
+# Launch the Gradio UI for interactive use
+GradioUI(agent).launch()