Initial Commit

Prompts/Gym.prompt

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+A person named {name} who is {age} years old with height of {height} cm and weight is {weight} kg and gender is {gender} 
+{gender_suffix} wants to {fitness_goal} and {gender_suffix} doesn't have any medical condition
+make a day by day workout plane for Gym
+
+make sure you can cover up whole body in a week
+Give only day by day very detailed workout plan with how many sets and reps
+Mention day name (e.g. "Monday","Tuesday","Wednesday","Thursday","Friday","Saturday","Sunday")
+Provied additioal tips and some motivation wothout any extra information at the end and make a box around it

Prompts/Gym_home.prompt

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+A person named {name} who is {age} years old with height of {height} cm and weight is {weight} kg and gender is {gender} 
+{gender_suffix} wants to {fitness_goal} and {gender_suffix} doesn't have any medical condition
+make a day by day workout plane for Home and Gym both
+Consider {additioal_info}
+
+Give only day by day very detailed workout plan with how many sets and reps 
+Mention day name (e.g. "Monday","Tuesday","Wednesday","Thursday","Friday","Saturday","Sunday")
+Provied additioal tips and some motivation wothout any extra information at the end and make a box around it

Prompts/Home.prompt

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+A person named {name} who is {age} years old with height of {height} cm and weight is {weight} kg and gender is {gender} 
+{gender_suffix} wants to {fitness_goal} and {gender_suffix} doesn't have any medical condition
+make a day by day workout plane for Home
+
+make sure {gender_suffix} doesn't have access of the gym so give a workout plan accordingly
+Give only day by day very detailed workout plan with how many reps for each excersise and time taken by that excersise
+Mention day name (e.g. "Monday","Tuesday","Wednesday","Thursday","Friday","Saturday","Sunday")
+Provied additioal tips and some motivation wothout any extra information at the end and make a box around it

app.py

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+import streamlit as st
+from PIL import Image
+import utils.llm_helper as helper
+import utils.BMI_graph as plot
+
+def main():
+    # Page icon
+    icon = Image.open('Resource/td-logo.png')
+
+    # Page config
+    st.set_page_config(page_title="GYM",
+                       page_icon=icon,
+                       layout="wide"
+                       )
+
+    company_logo_path = 'Resource/td-logo.png'
+    st.sidebar.image(company_logo_path, width=50)
+
+    name = st.sidebar.text_input("Name")
+
+    # Non-negative Integer Field for Age
+    age = st.sidebar.number_input("Age", min_value=0, step=1)
+
+    # Non-negative Float Field for Weight
+    weight = st.sidebar.number_input("Weight (kg)", min_value=0.0, step=0.1)
+
+    # Non-negative Float Field for Height
+    height = st.sidebar.number_input("Height (cm)", min_value=0.0, step=0.1)
+
+    # Long Text Field for Medical Conditions
+    medical_conditions = st.sidebar.text_area("Medical Conditions")
+
+    # Radio Button for Gender
+    gender_options = ["Male", "Female"]
+    gender = st.sidebar.radio("Gender", gender_options,horizontal=True)
+
+    # Checkbox for Fitness Goals
+    st.sidebar.write("Accessability")
+    access_options = ["Gym", "Home"]
+    accessability = st.sidebar.multiselect("Select options:", access_options)
+    if accessability == [] or len(accessability) == 1:
+        flexibility = ''
+        gym = 0
+        home = 0
+        gym_home = gym + home
+    else:
+        flexibility_option = ["Gym & Home everyday", "Gym & Home on alternate day","Specify a day"]
+        flexibility = st.sidebar.radio("Flexibility", flexibility_option,horizontal=True)
+        if flexibility_option == 'Gym & Home everyday':
+            flexibility_option = 'Provide a workout plane each day Gym workout and home workout so same day both workout plane should be there (e.g. Day 1 : Monday Gym,Home Day 2 : Tuesday Gym,Home till Day 7 : Sunday Gym,Home)'
+        elif flexibility == 'Specify a day':
+            gym = st.sidebar.number_input("Gym day", min_value=1, step=1)
+            home = st.sidebar.number_input("Home day", min_value=1, step=1)
+            gym_home = gym + home
+        else:
+            gym = 0
+            home = 0
+            gym_home = gym + home
+        
+
+
+    # Checkbox for Fitness Goals
+    st.sidebar.write("Fitness Goals")
+    fitness_goals_options = ["Weight Loss", "Stay Fit", "Muscle Building"]
+    selected_options = st.sidebar.multiselect("Select options:", fitness_goals_options)
+
+    if st.sidebar.button("Submit"):
+        if age == 0:
+            st.error("Age is a mandatory field.")
+        elif weight == 0:
+            st.error("weight is a mandatory field.")
+        elif height == 0:
+            st.error("height is a mandatory field.")
+        elif len(access_options) == 0:
+            st.error("Select atleast one option.")
+        elif gym_home >=8:
+            st.error("Gym day and Home day as per week please check value addition of both values should be 7 or less")
+        elif len(selected_options) == 0:
+            st.error("Select atleast one fitness goal.")
+        else:
+            with st.spinner('Generating Workout Plan...'):
+                #with st.container(border=True):
+                if name != '':
+                    st.title(f"***Hello {name}***")
+                else:
+                    st.title(f"***Hello There***")
+
+                fig = plot.BMI_Value(height=height, weight=weight)
+                #fig.update_traces(x=[value], selector=dict(name="Value"))
+                #fig.update_traces(x=[max_value], selector=dict(name="Forward Arrow"))
+                st.plotly_chart(fig)
+                #st.write(name,age,weight,height,gender,accessability,flexibility,gym,home,selected_options)
+                response = helper.main(name,age,weight,height,gender,accessability,flexibility,gym,home,selected_options)
+                st.write(response)
+
+
+
+
+
+if __name__ == '__main__':
+    main()

requirements.txt

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+langchain==0.2.4
+streamlit==1.35.0
+google-ai-generativelanguage==0.6.4
+google-generativeai==0.6.0
+plotly==5.22.0

utils/BMI_graph.py

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+import streamlit as st
+import plotly.graph_objs as go
+
+def BMI_Value(height,weight):
+    height = height/100
+    bmi = weight / (height ** 2)
+
+
+    color = "black"
+    if bmi <= 18.5:
+        bmi_class = 'Thin'
+        color = "blue"
+    elif bmi <  24.0:
+        bmi_class = 'Ideal'
+        color = "green"
+    elif bmi < 28.0:
+        bmi_class = 'Fat'
+        color = "yellow"
+    else:
+        bmi_class = 'Obesity'
+        color = "red"
+    
+    fig = go.Figure(go.Indicator(
+        mode = "gauge+number",
+        value = bmi,
+        domain = {'x': [0, 1], 'y': [0, 1]},
+        title = {'text': "BMI"},
+        number = {'font': {'color': color},'suffix': f"<br>({bmi_class})"},  # Change number color based on value
+        gauge = {'axis': {'range': [None, 60]},
+                 'bar': {'color': "white",'thickness': 0},
+                 'steps' : [
+                     {'range': [0, 18.5], 'color': "blue"},
+                     {'range': [18.5, 24.0], 'color': "green"},
+                     {'range': [24.0, 28.0], 'color': "yellow"},
+                     {'range': [28.0, 60], 'color': "red"}],
+                 'threshold' : {'line': {'color': "black", 'width': 7}, 'thickness': 1, 'value': bmi}}))
+
+    fig.add_trace(go.Scatter(
+        x=[0],
+        y=[0],
+        #marker=dict(color="red", size=12),
+        showlegend=False,
+        name="BMI",
+    ))
+
+    
+
+    fig.update_layout(width=400, height=300, plot_bgcolor='rgba(0,0,0,0)', showlegend=False, xaxis=dict(showgrid=False, zeroline=False, showticklabels=False),
+        yaxis=dict(showgrid=False, zeroline=False, showticklabels=False))
+    
+    fig.update_traces(x=[bmi], selector=dict(name="BMI"))
+
+    return fig
+
+
+if __name__ == "__main__":
+    BMI_Value()

utils/llm_helper.py

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+import os
+import google.generativeai as genai
+from langchain.prompts import PromptTemplate
+from dotenv import load_dotenv
+
+
+load_dotenv()
+GOOGLE_API_KEY = os.getenv('GOOGLE_GEMINI_API_KEY')
+
+genai.configure(api_key=GOOGLE_API_KEY)
+model = genai.GenerativeModel('gemini-pro')
+
+def Gym(name,age,weight,height,gender,selected_options):
+    if gender == 'Male':
+        gender_suffix = 'He'
+    elif gender == 'Female':
+        gender_suffix = 'She'
+
+    if len(selected_options) == 1:
+        selected_options = selected_options[0]
+    else:
+        selected_options = additioal_info = ' and '.join(selected_options)
+        
+    with open("Prompts/Gym.prompt", "r") as f:
+        template = f.read()
+    
+    template = PromptTemplate(template=template,input_variables=["name","age","height","weight","gender","gender_suffix","fitness_goal"])
+    formatted_input = template.format_prompt(
+        name = name,
+        age = age,
+        height = weight,
+        weight = height,
+        gender = gender,
+        gender_suffix = gender_suffix,
+        fitness_goal = selected_options
+    )
+
+    response = model.generate_content(formatted_input.to_string())
+
+    final_response = response.text
+
+    return final_response
+
+def Home(name,age,weight,height,gender,selected_options):
+    if gender == 'Male':
+        gender_suffix = 'He'
+    elif gender == 'Female':
+        gender_suffix = 'She'
+    
+    if len(selected_options) == 1:
+        selected_options = selected_options[0]
+    else:
+        selected_options = additioal_info = ' and '.join(selected_options)
+        
+    with open("Prompts/Home.prompt", "r") as f:
+        template = f.read()
+    
+    template = PromptTemplate(template=template,input_variables=["name","age","height","weight","gender","gender_suffix","fitness_goal"])
+    formatted_input = template.format_prompt(
+        name = name,
+        age = age,
+        height = weight,
+        weight = height,
+        gender = gender,
+        gender_suffix = gender_suffix,
+        fitness_goal=selected_options,
+    )
+
+    response = model.generate_content(formatted_input.to_string())
+
+    final_response = response.text
+
+    return final_response
+
+def Gym_Home(name,age,weight,height,gender,selected_options,flexibility,gym,home):
+    if gender == 'Male':
+        gender_suffix = 'He'
+    elif gender == 'Female':
+        gender_suffix = 'She'
+
+    if flexibility == 'Specify a day':
+        additioal_info = str(gym) + " day Gym and " + str(home) + ' day home.' 
+    else:
+        additioal_info = ' and '.join(flexibility)
+    
+    if len(selected_options) == 1:
+        selected_options = selected_options[0]
+    else:
+        selected_options = additioal_info = ' and '.join(selected_options)
+        
+    with open("Prompts/Gym_home.prompt", "r") as f:
+        template = f.read()
+    
+    template = PromptTemplate(template=template,input_variables=["name","age","height","weight","gender","gender_suffix","additioal_info","fitness_goal"])
+    formatted_input = template.format_prompt(
+        name = name,
+        age = age,
+        height = weight,
+        weight = height,
+        gender = gender,
+        gender_suffix = gender_suffix,
+        additioal_info = additioal_info,
+        fitness_goal=selected_options
+    )
+
+    response = model.generate_content(formatted_input.to_string())
+
+    final_response = response.text
+
+    return final_response
+
+def main(form_name,form_age,form_weight,form_height,form_gender,form_access,form_flexibility,form_gym,form_home,form_selected_options):
+    if len(form_access) == 1:
+        if form_access[0] == 'Gym':
+           final_response =  Gym(name = form_name,age = form_age,weight = form_weight,height = form_height,gender = form_gender,selected_options = form_selected_options)
+        elif form_access[0] == 'Home':
+            final_response =  Home(name = form_name,age = form_age,weight = form_weight,height = form_height,gender = form_gender,selected_options = form_selected_options)
+        else:
+            final_response = 'Something went wrong'
+    elif form_access == ['Gym','Home']:
+        final_response =  Gym_Home(name = form_name,age = form_age,weight = form_weight,height = form_height,gender = form_gender,selected_options = form_selected_options,flexibility=form_flexibility,gym=form_gym,home=form_home)
+    else:    
+        final_response = 'Something went wrong'
+
+    return final_response
+
+
+if __name__ == "__main__":
+    print(main(
+        name = 'Dharmik',
+        age = 25,
+        height = 178,
+        weight = 97.7,
+        gender = 'Male'
+    ))