Spaces:
Sleeping
Sleeping
Commit Β·
a895c78
0
Parent(s):
Initial commit
Browse files- .gitattributes +2 -0
- .gitignore +8 -0
- .streamlit/secrets.toml +1 -0
- LICENSE +21 -0
- README.md +76 -0
- app.py +216 -0
- requirements.txt +2 -0
- screenshots/dashboard.png +0 -0
.gitattributes
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# Auto detect text files and perform LF normalization
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* text=auto
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.gitignore
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.env
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__pycache__/
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*.pyc
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*.pyo
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*.pyd
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.DS_Store
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.env/
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venv/
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.streamlit/secrets.toml
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GROQ_API_KEY = ''
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LICENSE
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MIT License
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Copyright (c) 2025 Sachin Tiwari
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Permission is hereby granted, free of charge, to any person obtaining a copy
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of this software and associated documentation files (the "Software"), to deal
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in the Software without restriction, including without limitation the rights
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to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
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copies of the Software, and to permit persons to whom the Software is
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furnished to do so, subject to the following conditions:
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The above copyright notice and this permission notice shall be included in all
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copies or substantial portions of the Software.
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THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
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IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
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FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
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AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
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LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
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OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
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SOFTWARE.
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README.md
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# HealthAI Advisor πΏ
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[](https://your-app-url.streamlit.app/)
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[](https://opensource.org/licenses/MIT)
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An AI-powered health and wellness assistant providing personalized diet plans, workout routines, yoga sequences, and real-time health coaching using Groq's lightning-fast LLMs.
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## Features β¨
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- **AI-Powered Recommendations**
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- π Personalized meal plans with macros
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- πͺ Custom workout routines by fitness level
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- π§ Yoga sequences with pose instructions
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- π€ Interactive health coaching chat
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- **Health Dashboard**
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- π BMI calculator with progress visualization
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- π§ Daily hydration & activity tracking
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- π Weekly progress metrics
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- **Smart Customization**
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- π₯ Dietary restrictions/allergy support
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- ποΈ Equipment-aware workout plans
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- β±οΈ Duration-based exercise routines
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## Prerequisites π
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- Python 3.7+
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- pip package manager
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- [Groq API Key](https://console.groq.com/keys)
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## Installation βοΈ
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1. Clone the repository:
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```bash
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git clone https://github.com/aitiwari/HealthAIAdvisor.git
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cd healthai-advisor
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```
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2. Install dependencies:
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```bash
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pip install -r requirements.txt
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```
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3. Set up your Groq API key:
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```bash
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echo "GROQ_API_KEY=your_api_key_here" > .env
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```
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## Usage π
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1. Start the application:
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```bash
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streamlit run app.py
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```
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2. Explore features through the sidebar navigation:
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π Dashboard: Track health metrics
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π Diet Planner: Generate meal plans
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πͺ Workout Generator: Create exercise routines
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π§ Yoga Advisor: Get customized yoga sequences
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π€ AI Coach: Chat with health assistant
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## Acknowledgments π
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Powered by Groq LPUs
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Built with Streamlit
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Health insights from Mixtral-8x7b AI model
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Fitness data recommendations from health community knowledge
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app.py
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# app.py
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import streamlit as st
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from groq import Groq
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import time
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# Page Configuration
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st.set_page_config(
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page_title="HealthAI Advisor",
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page_icon="πΏ",
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layout="centered",
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initial_sidebar_state="expanded"
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)
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# Initialize Groq client
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with st.sidebar:
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# API key input for Groq
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st.session_state["GROQ_API_KEY"] = st.text_input("GROQ API Key", type="password")
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st.sidebar.markdown("π [Get Groq API Key](https://console.groq.com/keys)")
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client = Groq(api_key=st.session_state["GROQ_API_KEY"])
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# Custom CSS
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st.markdown("""
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<style>
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/* Base styles */
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.recommendation-box {
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padding: 1.5rem;
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border-radius: 10px;
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margin-top: 1rem;
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background-color: var(--background-color);
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border: 1px solid var(--secondary-background-color);
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color: var(--text-color);
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}
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/* Theme-aware text colors */
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.st-emotion-cache-10trblm {
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color: var(--text-color) !important;
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}
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/* Progress bar styling */
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.st-emotion-cache-1ii7l3v {
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background-color: var(--secondary-background-color) !important;
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}
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.st-emotion-cache-keje6w {
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background-color: var(--primary-color) !important;
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}
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</style>
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""", unsafe_allow_html=True)
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# Helper Functions
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def get_groq_response(prompt, model="mixtral-8x7b-32768"):
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try:
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response = client.chat.completions.create(
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messages=[{"role": "user", "content": prompt}],
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model=model,
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temperature=0.3,
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max_tokens=1024
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)
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return response.choices[0].message.content
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except Exception as e:
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return f"Error: {str(e)}"
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def calculate_bmi(weight, height):
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return weight / ((height / 100) ** 2)
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# Main App
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def main():
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st.sidebar.title("π± Navigation")
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page = st.sidebar.radio("Choose Section",
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["π Dashboard", "π Diet Planner", "πͺ Workout Generator", "π§ Yoga Advisor", "π€ AI Coach"])
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# Dashboard
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if page == "π Dashboard":
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st.markdown('<p class="header-text">HealthAI Dashboard</p>', unsafe_allow_html=True)
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with st.container():
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col1, col2 = st.columns(2)
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with col1:
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st.subheader("Body Metrics")
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weight = st.number_input("Weight (kg)", min_value=30.0, max_value=200.0, value=65.0)
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height = st.number_input("Height (cm)", min_value=100.0, max_value=250.0, value=170.0)
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if st.button("Calculate BMI"):
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bmi = calculate_bmi(weight, height)
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st.metric("BMI", f"{bmi:.1f}")
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# Calculate progress value (0-1 scale)
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progress_value = min(max((bmi - 15)/(40 - 15), 0), 1)
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# Create a layout for the progress bar with label
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col_a, col_b = st.columns([4, 1])
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with col_a:
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st.progress(progress_value)
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with col_b:
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st.caption("15 β· 40")
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with col2:
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st.subheader("Daily Goals")
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st.metric("Water Intake", "2.4L", "+0.6L remaining")
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st.metric("Steps", "8,432", "12k goal")
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st.metric("Active Minutes", "45", "60min target")
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st.divider()
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st.subheader("Weekly Progress")
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col1, col2, col3 = st.columns(3)
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col1.metric("Calories Burned", "12,430", "1,234 today")
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col2.metric("Exercise Minutes", "324", "45 today")
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col3.metric("Sleep Average", "7.2h", "-0.8h from goal")
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# Diet Planner
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elif page == "π Diet Planner":
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st.markdown('<p class="header-text">AI Nutritionist</p>', unsafe_allow_html=True)
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with st.form("diet_form"):
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col1, col2 = st.columns(2)
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with col1:
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diet_goal = st.selectbox("Primary Goal",
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["Weight Loss", "Muscle Gain", "Maintenance", "Improve Digestion"])
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allergies = st.multiselect("Allergies/Dietary Restrictions",
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["Dairy", "Gluten", "Nuts", "Eggs", "Vegetarian", "Vegan"])
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with col2:
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calorie_target = st.slider("Daily Calorie Target", 1200, 3000, 2000)
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preferred_cuisine = st.selectbox("Preferred Cuisine",
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["Any", "Mediterranean", "Asian", "Mexican", "Continental"])
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if st.form_submit_button("π³ Generate Meal Plan"):
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with st.spinner("Cooking up your personalized plan..."):
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prompt = f"""Create a {diet_goal} meal plan for {calorie_target} calories,
|
| 135 |
+
considering {allergies} restrictions and {preferred_cuisine} cuisine preference.
|
| 136 |
+
Include breakfast, lunch, dinner, and snacks with macros with attractive emogies and attractive format"""
|
| 137 |
+
response = get_groq_response(prompt)
|
| 138 |
+
st.subheader("π½οΈ Your Personalized Meal Plan")
|
| 139 |
+
st.markdown(f'<div class="recommendation-box">\n\n{response}</div>', unsafe_allow_html=True)
|
| 140 |
+
|
| 141 |
+
|
| 142 |
+
# Workout Generator
|
| 143 |
+
elif page == "πͺ Workout Generator":
|
| 144 |
+
st.markdown('<p class="header-text">AI Fitness Coach</p>', unsafe_allow_html=True)
|
| 145 |
+
|
| 146 |
+
with st.form("workout_form"):
|
| 147 |
+
col1, col2 = st.columns(2)
|
| 148 |
+
with col1:
|
| 149 |
+
fitness_level = st.selectbox("Fitness Level",
|
| 150 |
+
["Beginner", "Intermediate", "Advanced"])
|
| 151 |
+
workout_type = st.selectbox("Workout Type",
|
| 152 |
+
["Full Body", "Upper Body", "Lower Body", "Cardio", "HIIT"])
|
| 153 |
+
|
| 154 |
+
with col2:
|
| 155 |
+
equipment = st.multiselect("Available Equipment",
|
| 156 |
+
["Dumbbells", "Resistance Bands", "None", "Barbell", "Kettlebells"])
|
| 157 |
+
duration = st.slider("Duration (minutes)", 15, 120, 45)
|
| 158 |
+
|
| 159 |
+
if st.form_submit_button("ποΈ Generate Workout"):
|
| 160 |
+
with st.spinner("Building your workout routine..."):
|
| 161 |
+
prompt = f"""Create a {duration}-minute {workout_type} workout for a {fitness_level}
|
| 162 |
+
using {equipment}. Include warm-up, exercises with sets/reps, and cool-down with attractive emogies and attractive format"""
|
| 163 |
+
response = get_groq_response(prompt)
|
| 164 |
+
st.subheader("π Your Custom Workout Plan")
|
| 165 |
+
st.markdown(f'<div class="recommendation-box">\n\n{response}</div>', unsafe_allow_html=True)
|
| 166 |
+
|
| 167 |
+
# Yoga Advisor
|
| 168 |
+
elif page == "π§ Yoga Advisor":
|
| 169 |
+
st.markdown('<p class="header-text">AI Yoga Guide</p>', unsafe_allow_html=True)
|
| 170 |
+
|
| 171 |
+
with st.form("yoga_form"):
|
| 172 |
+
col1, col2 = st.columns(2)
|
| 173 |
+
with col1:
|
| 174 |
+
yoga_goal = st.selectbox("Session Focus",
|
| 175 |
+
["Stress Relief", "Flexibility", "Strength", "Balance", "Morning Energy"])
|
| 176 |
+
experience_level = st.selectbox("Experience Level",
|
| 177 |
+
["Beginner", "Intermediate", "Advanced"])
|
| 178 |
+
|
| 179 |
+
with col2:
|
| 180 |
+
duration = st.slider("Session Duration (minutes)", 10, 90, 30)
|
| 181 |
+
intensity = st.select_slider("Intensity",
|
| 182 |
+
options=["Gentle", "Moderate", "Vigorous"])
|
| 183 |
+
|
| 184 |
+
if st.form_submit_button("π§ Generate Yoga Routine"):
|
| 185 |
+
with st.spinner("Creating your zen session..."):
|
| 186 |
+
prompt = f"""Create a {duration}-minute {yoga_goal} yoga routine for {experience_level}
|
| 187 |
+
practitioners with {intensity} intensity. Include warm-up, sequence of poses,
|
| 188 |
+
and final relaxation with attractive emogies and attractive format"""
|
| 189 |
+
response = get_groq_response(prompt)
|
| 190 |
+
st.subheader("πΈ Your Yoga Sequence")
|
| 191 |
+
st.markdown(f'<div class="recommendation-box">\n\n{response}</div>', unsafe_allow_html=True)
|
| 192 |
+
|
| 193 |
+
# AI Coach
|
| 194 |
+
elif page == "π€ AI Coach":
|
| 195 |
+
st.markdown('<p class="header-text">AI Wellness Coach</p>', unsafe_allow_html=True)
|
| 196 |
+
|
| 197 |
+
if "messages" not in st.session_state:
|
| 198 |
+
st.session_state.messages = []
|
| 199 |
+
|
| 200 |
+
for message in st.session_state.messages:
|
| 201 |
+
with st.chat_message(message["role"]):
|
| 202 |
+
st.markdown(message["content"])
|
| 203 |
+
|
| 204 |
+
if prompt := st.chat_input("Ask about health, nutrition, or fitness..."):
|
| 205 |
+
st.session_state.messages.append({"role": "user", "content": prompt})
|
| 206 |
+
with st.chat_message("user"):
|
| 207 |
+
st.markdown(prompt)
|
| 208 |
+
|
| 209 |
+
with st.chat_message("assistant"):
|
| 210 |
+
with st.spinner("Analyzing..."):
|
| 211 |
+
response = get_groq_response(prompt)
|
| 212 |
+
st.markdown(response)
|
| 213 |
+
st.session_state.messages.append({"role": "assistant", "content": response})
|
| 214 |
+
|
| 215 |
+
if __name__ == "__main__":
|
| 216 |
+
main()
|
requirements.txt
ADDED
|
@@ -0,0 +1,2 @@
|
|
|
|
|
|
|
|
|
|
| 1 |
+
streamlit
|
| 2 |
+
groq
|
screenshots/dashboard.png
ADDED
|