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 Gemini Pro model and get responses model=genai.GenerativeModel("gemini-pro-vision") def get_gemini_response(input, image): if input != "": response=model.generate_content([input, image]) else: response=model.generate_content(image) return response.text ## initalize our streamlit app st.set_page_config(page_title="Gemini Image Demo") st.header("Gemini Application") input = st.text_input("Input Prompt: ", 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("Tell me about the image") ## if submit is clicked if submit: response = get_gemini_response(input, image) st.subheader("The Response is") st.write(response)