Module_2 / src /streamlit_app.py
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import streamlit as st
from transformers import pipeline
# ---------------------------------------------------
# PAGE CONFIG
# ---------------------------------------------------
st.set_page_config(page_title="FitPlan AI", layout="centered")
st.title("๐Ÿ‹๏ธ FitPlan AI โ€“ Personalized Fitness Plan")
# ---------------------------------------------------
# LOAD MODEL (Cached)
# ---------------------------------------------------
@st.cache_resource
def load_model():
return pipeline(
"text-generation",
model="google/flan-t5-base"
)
generator = load_model()
# ---------------------------------------------------
# USER NAME
# ---------------------------------------------------
name = st.text_input("Enter Your Name")
# ---------------------------------------------------
# GOALS
# ---------------------------------------------------
goal = st.selectbox(
"Fitness Goal",
[
"Flexible",
"Weight Loss",
"Build Muscle",
"Strength Gaining",
"Abs Building"
]
)
# ---------------------------------------------------
# EQUIPMENT
# ---------------------------------------------------
st.subheader("Available Equipment")
col1, col2 = st.columns(2)
with col1:
dumbbells = st.checkbox("Dumbbells")
resistance_band = st.checkbox("Resistance Band")
yoga_mat = st.checkbox("Yoga Mat")
no_equipment = st.checkbox("No Equipment")
inclined_bench = st.checkbox("Inclined Bench")
treadmill = st.checkbox("Treadmill")
cycle = st.checkbox("Cycle")
with col2:
skipping_rope = st.checkbox("Skipping Rope")
hand_gripper = st.checkbox("Hand Gripper")
pullups_bar = st.checkbox("Pullups Bar")
weight_plates = st.checkbox("Weight Plates")
hula_hoop = st.checkbox("Hula Hoop Ring")
bosu_ball = st.checkbox("Bosu Ball")
equipment = []
equipment_map = {
"Dumbbells": dumbbells,
"Resistance Band": resistance_band,
"Yoga Mat": yoga_mat,
"No Equipment": no_equipment,
"Inclined Bench": inclined_bench,
"Treadmill": treadmill,
"Cycle": cycle,
"Skipping Rope": skipping_rope,
"Hand Gripper": hand_gripper,
"Pullups Bar": pullups_bar,
"Weight Plates": weight_plates,
"Hula Hoop Ring": hula_hoop,
"Bosu Ball": bosu_ball,
}
for item, selected in equipment_map.items():
if selected:
equipment.append(item)
# ---------------------------------------------------
# FITNESS LEVEL
# ---------------------------------------------------
st.subheader("Fitness Level")
fitness_level = st.radio(
"",
["Beginner", "Intermediate", "Advanced"],
horizontal=True
)
# ---------------------------------------------------
# PROMPT BUILDER
# ---------------------------------------------------
def build_prompt(name, goal, fitness_level, equipment):
equipment_text = ", ".join(equipment)
prompt = f"""
Generate a detailed 5-day workout plan for {name}.
Goal: {goal}
Fitness Level: {fitness_level}
Available Equipment: {equipment_text}
Include:
- Day-wise workout split
- Exercises
- Sets and reps
- Rest time
- Warm-up and cool-down
"""
return prompt
# ---------------------------------------------------
# SUBMIT BUTTON
# ---------------------------------------------------
if st.button("Generate Personalised Plan"):
if not name:
st.error("Please enter your name.")
elif not equipment:
st.error("Please select at least one equipment option.")
else:
with st.spinner("Generating your AI workout plan..."):
prompt = build_prompt(name, goal, fitness_level, equipment)
result = generator(
prompt,
max_length=500,
do_sample=True,
temperature=0.7
)
plan = result[0]["generated_text"]
st.success(f"Plan Generated Successfully, {name}! ๐Ÿ’ช")
st.write(plan)