DexterSptizu
commited on
Create app.py
Browse files
app.py
ADDED
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1 |
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import streamlit as st
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import os
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from openai import OpenAI
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from PIL import Image
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import io
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import base64
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# Custom CSS for better styling
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def apply_custom_css():
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st.markdown("""
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<style>
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.stApp {
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max-width: 1200px;
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margin: 0 auto;
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}
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.upload-box {
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border: 2px dashed #4CAF50;
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border-radius: 10px;
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padding: 20px;
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text-align: center;
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background-color: #f8f9fa;
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}
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.sidebar-content {
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padding: 20px;
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background-color: #f1f3f4;
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border-radius: 10px;
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}
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.response-box {
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background-color: #ffffff;
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padding: 20px;
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border-radius: 10px;
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box-shadow: 0 2px 4px rgba(0,0,0,0.1);
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}
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.title-text {
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color: #1E88E5;
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text-align: center;
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font-size: 2.5rem;
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margin-bottom: 2rem;
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}
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</style>
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""", unsafe_allow_html=True)
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def initialize_session_state():
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if 'history' not in st.session_state:
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st.session_state.history = []
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def encode_image_to_base64(image):
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buffered = io.BytesIO()
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image.save(buffered, format="PNG")
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return base64.b64encode(buffered.getvalue()).decode('utf-8')
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def analyze_image(image, question, api_key):
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try:
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client = OpenAI(api_key=api_key)
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base64_image = encode_image_to_base64(image)
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completion = client.chat.completions.create(
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model="gpt-4-vision-preview",
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messages=[
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{
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"role": "user",
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"content": [
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{"type": "text", "text": question},
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{
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"type": "image_url",
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"image_url": {
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"url": f"data:image/png;base64,{base64_image}"
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}
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},
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],
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}
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],
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max_tokens=500
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)
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return completion.choices[0].message.content
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except Exception as e:
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return f"Error: {str(e)}"
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def main():
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apply_custom_css()
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initialize_session_state()
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st.set_page_config(
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page_title="Smart Image Analyzer",
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page_icon="π",
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layout="wide"
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)
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# Sidebar Configuration
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with st.sidebar:
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st.markdown('<div class="sidebar-content">', unsafe_allow_html=True)
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st.image("https://your-logo-url.com/logo.png", width=100) # Add your logo
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st.header("βοΈ Configuration")
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api_key = st.text_input("OpenAI API Key:", type="password")
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st.markdown("### π― Quick Prompts")
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quick_prompts = [
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"Describe this image in detail",
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"What objects are present?",
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"Analyze the composition",
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"Identify any text in the image",
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"Suggest improvements"
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]
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selected_prompt = st.selectbox("Select a prompt:", quick_prompts)
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st.markdown("</div>", unsafe_allow_html=True)
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# Main Content
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st.markdown('<h1 class="title-text">π Smart Image Analyzer</h1>', unsafe_allow_html=True)
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# Image Upload Section
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col1, col2, col3 = st.columns([1, 2, 1])
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with col2:
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st.markdown('<div class="upload-box">', unsafe_allow_html=True)
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uploaded_file = st.file_uploader(
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"Drop your image here or click to upload",
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type=['png', 'jpg', 'jpeg'],
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help="Supported formats: PNG, JPG, JPEG"
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)
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st.markdown('</div>', unsafe_allow_html=True)
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if uploaded_file:
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image = Image.open(uploaded_file)
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# Image Display and Analysis Section
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col1, col2 = st.columns([1, 1])
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with col1:
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st.image(image, use_container_width=True, caption="Uploaded Image")
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with col2:
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st.markdown('<div class="response-box">', unsafe_allow_html=True)
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question = st.text_input(
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"Your Question:",
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value=selected_prompt,
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key="question_input"
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)
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if st.button("π Analyze", use_container_width=True):
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if not api_key:
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st.error("β οΈ Please enter your OpenAI API key in the sidebar.")
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else:
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with st.spinner("π Analyzing your image..."):
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response = analyze_image(image, question, api_key)
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st.markdown("### π Analysis Result:")
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st.write(response)
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# Add to history
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st.session_state.history.append({
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"question": question,
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"response": response,
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"timestamp": st.session_state.get("timestamp", "")
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})
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st.markdown('</div>', unsafe_allow_html=True)
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# History Section
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if st.session_state.history:
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st.markdown("### π Previous Analyses")
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for item in reversed(st.session_state.history[-5:]):
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with st.expander(f"Q: {item['question'][:50]}..."):
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st.write(item['response'])
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# Footer
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st.markdown("---")
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st.markdown(
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"""
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<div style='text-align: center'>
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<p>Built with β€οΈ using Streamlit and OpenAI GPT-4 Vision API</p>
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<p>Β© 2024 Smart Image Analyzer</p>
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</div>
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""",
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unsafe_allow_html=True
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)
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if __name__ == "__main__":
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main()
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