sync wtih remote

app.py

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+import streamlit as st
+import tempfile
+from PIL import Image
+import google.generativeai as genai
+import os
+
+MODEL_ID = "gemini-2.0-flash-exp" 
+api_key = os.getenv("GEMINI_API_KEY")
+model_id = MODEL_ID
+genai.configure(api_key=api_key)
+
+if "model" not in st.session_state:
+    st.session_state.model = genai.GenerativeModel(MODEL_ID)
+
+model = st.session_state.model
+chat = model.start_chat()
+mime_type = "image/jpeg"  # Use a consistent MIME type for images
+
+
+
+# Dummy AI model function
+def ai_model(image_path):
+    """
+    This is a dummy AI model function that will be replaced with 
+    the actual multimodal AI model.
+    """
+    return "The AI model response based on the image."
+
+def main():
+    st.title("Image Processing with AI")
+    img_file_buffer = None
+    image_path = ""
+
+    # Use the camera to capture an image
+    img_file_buffer = st.camera_input("Take a picture")
+
+    if img_file_buffer is not None:
+        # Save the image to a temporary file
+        with tempfile.NamedTemporaryFile(delete=False, suffix=".jpg") as temp_file:
+            temp_file.write(img_file_buffer.read())
+            image_path = temp_file.name
+            st.write("Image saved to:", image_path) 
+            #st.image(Image.open(image_path), caption="Captured Image", use_container_width=True)
+
+    user_input = st.text_area("Enter your prompt:", height=200)
+    prompt =f"Refer to the image. Perform the task or answer the question {user_input}"
+
+    if st.button("Process the image"):
+        if prompt:
+            with st.spinner("Processing..."):
+                # Upload the file with the correct MIME type
+                file_data = genai.upload_file(image_path, mime_type=mime_type)
+                
+                # Send file and prompt to Gemini API
+                response = chat.send_message(
+                    [
+                        prompt, 
+                        file_data
+                    ]
+                )
+
+                # Display Gemini response
+                st.markdown(response.text)
+        else:
+            st.warning("Please provide a valid prompt.")
+
+
+if __name__ == "__main__":
+    main()  

requirements.txt

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+streamlit
+google-generativeai