Update mylab/pcv.py

mylab/pcv.py

@@ -114,95 +114,81 @@ def calculate_calories(age, weight, height, activity_level, gender):
 with gr.Blocks() as demo:
     gr.Markdown("<strong>FIT.AI - Your Fitness and Wellbeing Coach</strong>")
 
-    with gr.Tabs():
-        with gr.Tab("Visualization + Chat"):
-            # User Info
-            with gr.Row():
-                user_name = gr.Textbox(placeholder="Enter your name", label="Name")
-                user_age = gr.Number(label="Age (years)", value=25, precision=0)
-                user_gender = gr.Dropdown(choices=["Male", "Female"], label="Gender", value="Male")
-                user_weight = gr.Number(label="Weight (kg)", value=70, precision=1)
-                user_height = gr.Number(label="Height (cm)", value=170, precision=1)
-                activity_level = gr.Dropdown(
-                    choices=["Sedentary", "Lightly active", "Moderately active", "Very active", "Extra active"],
-                    label="Activity Level",
-                    value="Moderately active"
-                )
-
-            # Outputs
-            chatbot = gr.Chatbot(label="Chat with FIT.AI")
-            text_input = gr.Textbox(placeholder="Type your question here...", label="Your Question")
-            submit_button = gr.Button("Submit")
-            clear_button = gr.Button("Clear Chat")
-
-            def submit_message(message, history=[]):
-                user_details = {
-                    "name": user_name.value,
-                    "age": user_age.value,
-                    "weight": user_weight.value,
-                    "height": user_height.value,
-                    "activity_level": activity_level.value,
-                    "gender": user_gender.value
-                }
-                bmi, status = calculate_bmi(user_details['height'], user_details['weight'])
-                calories = calculate_calories(
-                    user_details['age'], user_details['weight'], user_details['height'], user_details['activity_level'], user_details['gender']
-                )
-                chart_path = visualize_bmi_and_calories(bmi, calories)
-
-                # Append metrics to response with actionable advice
-                personalized_metrics = (
-                    f"Based on your metrics:\n"
-                    f"- BMI: {bmi:.2f} ({status})\n"
-                    f"- Daily Caloric Needs: {calories:.2f} kcal\n"
-                    f"\nAdvice: "
-                )
-                if status == "underweight":
-                    personalized_metrics += "Your BMI indicates you are underweight. Focus on consuming more calories from nutrient-dense foods, including lean proteins, healthy fats, and whole grains. Consider strength training exercises to build muscle mass."
-                elif status == "normal weight":
-                    personalized_metrics += "Your BMI is in the normal range. Maintain your weight by balancing calorie intake with regular physical activity. Incorporate a mix of cardio and strength training for overall fitness."
-                elif status == "overweight":
-                    personalized_metrics += "Your BMI indicates you are overweight. Aim for a calorie deficit by reducing portion sizes and increasing physical activity. Focus on a diet rich in vegetables, lean protein, and healthy fats."
-                else:
-                    personalized_metrics += "Your BMI indicates you are obese. Consult a healthcare provider for a personalized weight loss plan. Start with small, sustainable changes, such as reducing sugary foods and increasing daily physical activity."
-
-                response = personalized_metrics
-                history.append((f"User", message))
-                history.append(("FIT.AI", response))
-                return history, chart_path
-
-            submit_button.click(submit_message, inputs=[text_input, chatbot], outputs=[chatbot, gr.Image()])
-            clear_button.click(lambda: ([], ""), inputs=None, outputs=[chatbot, gr.Image()])
-
-        with gr.Tab("Calculator + Visualization"):
-            # Calculator Tab
-            with gr.Row():
-                user_age_calc = gr.Number(label="Age (years)", value=25, precision=0)
-                user_gender_calc = gr.Dropdown(choices=["Male", "Female"], label="Gender", value="Male")
-                user_weight_calc = gr.Number(label="Weight (kg)", value=70, precision=1)
-                user_height_calc = gr.Number(label="Height (cm)", value=170, precision=1)
-                activity_level_calc = gr.Dropdown(
-                    choices=["Sedentary", "Lightly active", "Moderately active", "Very active", "Extra active"],
-                    label="Activity Level",
-                    value="Moderately active"
-                )
-
-            bmi_output = gr.Label(label="BMI Result")
-            calorie_output = gr.Label(label="Calorie Needs")
-            bmi_chart = gr.Image(label="BMI and Calorie Chart")
-
-            calculate_button = gr.Button("Calculate")
-
-            def calculate_metrics(age, weight, height, gender, activity_level):
-                bmi, status = calculate_bmi(height, weight)
-                bmi_path = visualize_bmi_and_calories(bmi, calculate_calories(age, weight, height, activity_level, gender))
-                calories = calculate_calories(age, weight, height, activity_level, gender)
-                return f"Your BMI is {bmi:.2f}, considered {status}.", f"Daily calorie needs: {calories:.2f} kcal", bmi_path
-
-            calculate_button.click(
-                calculate_metrics,
-                inputs=[user_age_calc, user_weight_calc, user_height_calc, user_gender_calc, activity_level_calc],
-                outputs=[bmi_output, calorie_output, bmi_chart]
-            )
+    # User Info
+    with gr.Row():
+        user_name = gr.Textbox(placeholder="Enter your name", label="Name")
+        user_age = gr.Number(label="Age (years)", value=25, precision=0)
+        user_gender = gr.Dropdown(choices=["Male", "Female"], label="Gender", value="Male")
+        user_weight = gr.Number(label="Weight (kg)", value=70, precision=1)
+        user_height = gr.Number(label="Height (cm)", value=170, precision=1)
+        activity_level = gr.Dropdown(
+            choices=["Sedentary", "Lightly active", "Moderately active", "Very active", "Extra active"],
+            label="Activity Level",
+            value="Moderately active"
+        )
+
+    # Outputs
+    bmi_output = gr.Label(label="BMI Result")
+    calorie_output = gr.Label(label="Calorie Needs")
+    bmi_chart = gr.Image(label="BMI and Calorie Chart")
+
+    chatbot = gr.Chatbot(label="Chat with FIT.AI")
+    text_input = gr.Textbox(placeholder="Type your question here...", label="Your Question")
+    submit_button = gr.Button("Submit")
+    clear_button = gr.Button("Clear Chat")
+
+    def submit_message(message, history=[]):
+        user_details = {
+            "name": user_name.value,
+            "age": user_age.value,
+            "weight": user_weight.value,
+            "height": user_height.value,
+            "activity_level": activity_level.value,
+            "gender": user_gender.value
+        }
+        bmi, status = calculate_bmi(user_details['height'], user_details['weight'])
+        calories = calculate_calories(
+            user_details['age'], user_details['weight'], user_details['height'], user_details['activity_level'], user_details['gender']
+        )
+        chart_path = visualize_bmi_and_calories(bmi, calories)
+
+        # Append metrics to response with actionable advice
+        personalized_metrics = (
+            f"Based on your metrics:\n"
+            f"- BMI: {bmi:.2f} ({status})\n"
+            f"- Daily Caloric Needs: {calories:.2f} kcal\n"
+            f"\nAdvice: "
+        )
+        if status == "underweight":
+            personalized_metrics += "Your BMI indicates you are underweight. Focus on consuming more calories from nutrient-dense foods, including lean proteins, healthy fats, and whole grains. Consider strength training exercises to build muscle mass."
+        elif status == "normal weight":
+            personalized_metrics += "Your BMI is in the normal range. Maintain your weight by balancing calorie intake with regular physical activity. Incorporate a mix of cardio and strength training for overall fitness."
+        elif status == "overweight":
+            personalized_metrics += "Your BMI indicates you are overweight. Aim for a calorie deficit by reducing portion sizes and increasing physical activity. Focus on a diet rich in vegetables, lean protein, and healthy fats."
+        else:
+            personalized_metrics += "Your BMI indicates you are obese. Consult a healthcare provider for a personalized weight loss plan. Start with small, sustainable changes, such as reducing sugary foods and increasing daily physical activity."
+
+        response = personalized_metrics
+        history.append((f"User", message))
+        history.append(("FIT.AI", response))
+        return history, chart_path
+
+    submit_button.click(submit_message, inputs=[text_input, chatbot], outputs=[chatbot, bmi_chart])
+    clear_button.click(lambda: ([], ""), inputs=None, outputs=[chatbot, bmi_chart])
+
+    # Actions
+    calculate_button = gr.Button("Calculate")
+
+    def calculate_metrics(age, weight, height, gender, activity_level):
+        bmi, status = calculate_bmi(height, weight)
+        bmi_path = visualize_bmi_and_calories(bmi, calculate_calories(age, weight, height, activity_level, gender))
+        calories = calculate_calories(age, weight, height, activity_level, gender)
+        return f"Your BMI is {bmi:.2f}, considered {status}.", f"Daily calorie needs: {calories:.2f} kcal", bmi_path
+
+    calculate_button.click(
+        calculate_metrics,
+        inputs=[user_age, user_weight, user_height, user_gender, activity_level],
+        outputs=[bmi_output, calorie_output, bmi_chart]
+    )
 
 demo.launch(share=True)