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  1. app.py +68 -0
  2. requirements.txt +3 -0
app.py ADDED
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+ from dotenv import load_dotenv
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+
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+ load_dotenv() # take environment variables from .env.
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+
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+ import streamlit as st
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+ import os
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+ from PIL import Image
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+
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+
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+ import google.generativeai as genai
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+
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+
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+ os.getenv("GOOGLE_API_KEY")
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+ genai.configure(api_key=os.getenv("GOOGLE_API_KEY"))
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+
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+ ## Function to load OpenAI model and get respones
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+
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+ def get_gemini_response(input,image,prompt):
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+ model = genai.GenerativeModel('gemini-1.5-flash')
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+ response = model.generate_content([input,image[0],prompt])
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+ return response.text
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+
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+
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+ def input_image_setup(uploaded_file):
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+ # Check if a file has been uploaded
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+ if uploaded_file is not None:
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+ # Read the file into bytes
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+ bytes_data = uploaded_file.getvalue()
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+
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+ image_parts = [
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+ {
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+ "mime_type": uploaded_file.type, # Get the mime type of the uploaded file
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+ "data": bytes_data
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+ }
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+ ]
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+ return image_parts
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+ else:
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+ raise FileNotFoundError("No file uploaded")
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+
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+
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+ ##initialize our streamlit app
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+
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+ st.set_page_config(page_title="Gemini Image Demo")
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+
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+ st.header("Multilingual Invoice Extractor")
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+ input=st.text_input("Input Prompt: ",key="input")
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+ uploaded_file = st.file_uploader("Choose an image...", type=["jpg", "jpeg", "png"])
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+ image=""
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+ if uploaded_file is not None:
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+ image = Image.open(uploaded_file)
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+ st.image(image, caption="Uploaded Image.", use_column_width=True)
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+
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+
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+ submit=st.button("Tell me about the image")
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+
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+ input_prompt="""
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+ You are an expert in understanding invoices. We will upload a a image as invoice
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+ and you will have to answer any questions based on the uploaded invoice image. If the required information is not available in the uploaded image,
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+ say it and then try to answer according to your own capability. Also mention that the answer is according to your information.
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+ If the input prompt is not related to the invoice, mention it and then answer according to your capabilities.
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+ """
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+
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+
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+ if submit:
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+ image_data = input_image_setup(uploaded_file)
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+ response=get_gemini_response(input_prompt,image_data,input)
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+ st.subheader("The Response is")
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+ st.write(response)
requirements.txt ADDED
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+ google-generativeai
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+ streamlit
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+ python-dotenv