Update app.py

app.py

@@ -1,4 +1,5 @@
 from smolagents import CodeAgent,DuckDuckGoSearchTool, HfApiModel,load_tool,tool
+from typing import Dict
 import datetime
 import requests
 import pytz
@@ -7,34 +8,41 @@ 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.
+def calculate_bandwidth(users: int, usage: Dict[str, int]) -> float:
+    """Calculate the recommended internet speed based on user inputs.
+    
     Args:
-        timezone: A string representing a valid timezone (e.g., 'America/New_York').
+        users: The total number of users requiring internet access.
+        usage: A dictionary with usage categories as keys and the number of users per category as values.
+               Expected keys are:
+                   - "browsing": Number of users browsing the web.
+                   - "video_call": Number of users on video calls.
+                   - "hd_streaming": Number of users streaming in HD.
+                   - "4k_streaming": Number of users streaming in 4K.
+                   - "gaming": Number of users gaming online.
+                   - "remote_work": Number of users working remotely.
     """
-    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)}"
+    usage_requirements = {
+        "browsing": 1,        # Mbps per user
+        "video_call": 2,      # Mbps per user
+        "hd_streaming": 5,    # Mbps per user
+        "4k_streaming": 25,   # Mbps per user
+        "gaming": 10,         # Mbps per user
+        "remote_work": 3      # Mbps per user
+    }
+    
+    total_bandwidth = sum(usage_requirements[activity] * usage.get(activity, 0) for activity in usage_requirements)
+    overhead = 1.2  # 20% overhead for seamless experience
+    # Apply overhead of 1.2
+    total_bandwidth_with_overhead = total_bandwidth * overhead
+
+    return round(total_bandwidth_with_overhead, 2)
 
 
 final_answer = FinalAnswerTool()
+#duck_duck_go_search = DuckDuckGoSearchTool()
 
 # 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' 
@@ -55,7 +63,7 @@ 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,calculate_bandwidth], ## Internet bandwidth Calculator Tool
     max_steps=6,
     verbosity_level=1,
     grammar=None,