create app.py

app.py

@@ -0,0 +1,68 @@
+from dotenv import load_dotenv
+
+load_dotenv()
+import pathlib
+import textwrap
+import streamlit as st
+import os
+from PIL import Image
+import google.generativeai as genai 
+
+os.getenv("GOOGLE_API_KEY")
+genai.configure(api_key=os.getenv("GOOGLE_API_KEY"))
+
+
+#input means what to do by this app which is the input prompt and is general
+#prompt means what it wants at that point of time
+#image means what image we want to apply 
+#this function gives the response from the model
+def get_gemini_response(input,image,prompt):
+    model=genai.GenerativeModel('gemini-pro-vision')
+    response=model.generate_content([input,image[0],prompt])
+    return response.text
+
+
+#load the image and convert the image in bytes
+def input_image_setup(uploaded_file):
+      if uploaded_file is not None:
+        # Read the file into bytes
+        bytes_data = uploaded_file.getvalue()
+
+        image_parts = [
+            {
+                "mime_type": uploaded_file.type, 
+                "data": bytes_data
+            }
+        ]
+        return image_parts
+      else:
+        raise FileNotFoundError("No file uploaded")
+
+
+st.set_page_config(page_title="Mulitlanguage Invoice Extractor")
+
+st.header("Mulitlanguage Invoice Extractor")
+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")
+
+
+input_prompt = """
+               You are an expert in understanding invoices.
+               You will receive input images as invoices &
+               you will have to answer questions based on the input image
+               """
+
+
+
+if submit:
+    image_data=input_image_setup(uploaded_file)  #get the image data
+    response=get_gemini_response(input_prompt,image_data,input)
+    st.subheader("The response is")
+    st.write(response)