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Create app.py
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app.py
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import streamlit as st
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from openai import OpenAI
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# Function to generate a workout plan
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def generate_workout_plan(weight, height, bmi):
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client = OpenAI(
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base_url="https://integrate.api.nvidia.com/v1",
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api_key="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"
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)
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prompt = f"Give me a workout plan to lose weight where my weight is {weight} pounds, my height is {height} feet, and my BMI is {bmi}."
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completion = client.chat.completions.create(
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model="meta/llama-3.1-405b-instruct",
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messages=[{"role": "user", "content": prompt}],
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temperature=0.2,
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top_p=0.7,
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max_tokens=1024,
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stream=True
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)
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workout_plan = ""
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for chunk in completion:
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if chunk.choices[0].delta.content is not None:
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workout_plan += chunk.choices[0].delta.content
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return workout_plan
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# Streamlit UI
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st.title("AI-Generated Workout Plan")
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weight = st.number_input("Enter your weight (in pounds):", min_value=1)
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height = st.number_input("Enter your height (in feet):", min_value=0.5, max_value=8.0, step=0.1)
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bmi = st.number_input("Enter your BMI:", min_value=1.0, max_value=100.0, step=0.1)
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if st.button("Generate Workout Plan"):
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workout_plan = generate_workout_plan(weight, height, bmi)
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st.text_area("Your AI-Generated Workout Plan:", value=workout_plan, height=300)
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