muscle to fat ratio, tag : 1

app.py

@@ -17,6 +17,33 @@ 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 compute_muscle_to_fat_ratio(weight: float, body_fat_percentage: float) -> str:
+    """
+    A tool that computes the muscle-to-fat mass ratio for a person.
+    
+    Args:
+        weight: The person's total body weight in kilograms.
+        body_fat_percentage: The person's body fat percentage (e.g., 20.0 for 20%).
+    
+    Returns:
+        A string summarizing the computed muscle-to-fat ratio. This ratio is approximated as:
+        (Lean Body Mass / Fat Mass), where Lean Body Mass = weight - fat mass and
+        Fat Mass = weight * (body_fat_percentage / 100).
+    
+    Note:
+        This is a simplified estimation. For a more accurate analysis, consider using advanced
+        body composition assessments.
+    """
+    try:
+        fat_mass = weight * (body_fat_percentage / 100)
+        if fat_mass == 0:
+            return "Fat mass is zero; the muscle-to-fat ratio is undefined (check the body fat percentage)."
+        lean_mass = weight - fat_mass
+        ratio = lean_mass / fat_mass
+        return f"The estimated muscle-to-fat ratio is {ratio:.2f}."
+    except Exception as e:
+        return f"Error computing muscle-to-fat ratio: {str(e)}"
 
 @tool
 def get_current_time_in_timezone(timezone: str) -> str: