Update app.py

added random number generator

app.py

@@ -3,20 +3,27 @@ import datetime
 import requests
 import pytz
 import yaml
+import numpy as np
 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
+def random_normal_draws(arg1: float, arg2: float)-> 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 
+    """A tool that generates 10 draws from a normal distribution with mean and standard deviation given.
     Args:
-        arg1: the first argument
-        arg2: the second argument
+        arg1: the mean of the distribution
+        arg2: the standard deviation of the distribution (must be positive)
     """
-    return "What magic will you build ?"
+    try:
+        if arg2 <= 0:
+            return "Error: Standard deviation must be positive."
+        rand_norm = np.random.normal(loc=arg1, scale=arg2, size=10)
+        return ", ".join(f"{x:.2f}" for x in rand_norm)
+    except Exception as e:
+        return f"Error generating distribution: {e}"
 
 @tool
 def get_current_time_in_timezone(timezone: str) -> str:
@@ -55,7 +62,12 @@ with open("prompts.yaml", 'r') as stream:
     
 agent = CodeAgent(
     model=model,
-    tools=[final_answer, image_generation_tool], ## add your tools here (don't remove final answer)
+        tools=[
+        final_answer,
+        image_generation_tool,
+        get_current_time_in_timezone,  # even though it's decorated
+        my_custom_tool                 # same here
+    ]
     max_steps=6,
     verbosity_level=1,
     grammar=None,