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# Q&A Chatbot
#from langchain.llms import OpenAI
from dotenv import load_dotenv
load_dotenv() # take environment variables from .env.
import streamlit as st
import os
import pathlib
import textwrap
from PIL import Image
import google.generativeai as genai
os.getenv("GOOGLE_API_KEY")
genai.configure(api_key=os.getenv("GOOGLE_API_KEY"))
## Function to load OpenAI model and get respones
def get_gemini_response(input,image):
model = genai.GenerativeModel('gemini-pro-vision')
if input!="":
response = model.generate_content([input,image])
else:
response = model.generate_content(image)
return response.text
##initialize 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 ask button is clicked
if submit:
response=get_gemini_response(input,image)
st.subheader("The Response is")
st.write(response)
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