added stats tool

app.py

@@ -2,7 +2,7 @@ from smolagents import CodeAgent,DuckDuckGoSearchTool, HfApiModel,load_tool,tool
 import datetime
 import requests
 import pytz
-import yaml
+import yaml,statistics
 from tools.final_answer import FinalAnswerTool
 
 from Gradio_UI import GradioUI
@@ -17,6 +17,19 @@ def my_custom_tool(arg1:str, arg2:int)-> str: #it's import to specify the return
         arg2: the second argument
     """
     return "What magic will you build ?"
+@tool
+def basic_statistics(numbers:list[float]) -> str:
+    """this function calculates the mean,median,mode for the provided list of numbers
+    args:
+        numbers : a list of numbers
+    """
+    try:
+        avg = statistics.mean(numbers)
+        med = statistics.median(numbers)
+        mod = statistics.mode(numbers)
+        return f"stats for your provided numbers are average/mean : {avd}\n median : {med} \n mode : {mod}\n "
+    except Exception as e:
+        return f"error in processing:{str(e)} "
 
 @tool
 def get_current_time_in_timezone(timezone: str) -> str:
@@ -55,7 +68,7 @@ with open("prompts.yaml", 'r') as stream:
     
 agent = CodeAgent(
     model=model,
-    tools=[final_answer,get_current_time_in_timezone,image_generation_tool], ## add your tools here (don't remove final answer)
+    tools=[final_answer,get_current_time_in_timezone,image_generation_tool,basic_statistics], ## add your tools here (don't remove final answer)
     max_steps=6,
     verbosity_level=1,
     grammar=None,