app.py

### HeartFuel NutriGuide APP
from dotenv import load_dotenv

load_dotenv() ## load all the environment variables

import streamlit as st
import os
import google.generativeai as genai
from PIL import Image

genai.configure(api_key=os.getenv("GOOGLE_API_KEY"))

## Function to load Google Gemini Pro Vision API And get response

def get_gemini_repsonse(input,image,prompt):
    model=genai.GenerativeModel('gemini-pro-vision')
    response=model.generate_content([input,image[0],prompt])
    return response.text

def input_image_setup(uploaded_file):
    # Check if a file has been uploaded
    if uploaded_file is not None:
        # Read the file into bytes
        bytes_data = uploaded_file.getvalue()

        image_parts = [
            {
                "mime_type": uploaded_file.type,  # Get the mime type of the uploaded file
                "data": bytes_data
            }
        ]
        return image_parts
    else:
        raise FileNotFoundError("No file uploaded")
    
##initialize our streamlit app

# Set the page title
st.set_page_config(page_title="HeartFuel NutriGuide")

# Colorful header
st.markdown("<h1 style='color: #009933;'>HeartFuel NutriGuide</h1>", unsafe_allow_html=True)

# Colorful text
st.markdown("<span style='color:#0066cc;'>**Regulating food intake for CVD Risk patients**</span><br>by <span style='color:#ff3399;'>***Chidozie Louis Uzoegwu***</span>", unsafe_allow_html=True)


input=st.text_input("Ask any Question about this food: ",key="input")
uploaded_file = st.file_uploader("Choose an image...", type=["jpg", "jpeg", "png"])
image=""   
if uploaded_file is not None:
    image = Image.open(uploaded_file)
    st.image(image, caption="Uploaded Image.", use_column_width=True)


submit=st.button("Calculate Nutrition Profile")

input_prompt="""
As a nutritionist specialist in cardiovascular health, your task is to analyze the nutritional content of the food items in the provided image. For each item, list the following nutrients in a table:

Food Item
Calories
Omega-3 (mg)
Fiber (g)
Antioxidants
Potassium (mg)
Magnesium (mg)
After listing the nutrients, provide a summary of the overall impact of these nutrients on heart health. If any items are found to be less than ideal, suggest alternative heart-healthy options.
"""

## If submit button is clicked

if submit:
    image_data=input_image_setup(uploaded_file)
    response=get_gemini_repsonse(input_prompt,image_data,input)
    st.markdown("**<h3 style='color: blue;'>RESULT:</h3>**", unsafe_allow_html=True)    
    st.write(response)