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Update app.py
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app.py
CHANGED
@@ -116,6 +116,7 @@
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import streamlit as st
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import base64
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import openai
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@@ -127,26 +128,42 @@ def encode_image(image_file):
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# Streamlit page setup
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st.set_page_config(page_title="MTSS Image Accessibility Alt Text Generator", layout="centered", initial_sidebar_state="collapsed")
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# File uploader allows user to add their own image
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uploaded_file = st.file_uploader("Upload an image", type=["jpg", "png", "jpeg"])
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# Toggle for showing additional details input
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show_details = st.
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"The details could include specific information that is important to include in the alt text or reflect why the image is being used.", value=False)
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# Toggle for modifying the prompt for complex images
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complex_image = st.
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"By checking this box, it will inform MTSS.ai to create a robust description that exceeds the
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if show_details:
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# Text input for additional details about the image, shown only if
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additional_details = st.text_area(
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"Add any additional details or context about the image here:",
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disabled=not show_details
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)
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# Button to trigger the analysis
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analyze_button = st.button("Analyze the Image")
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# Optimized prompt for complex images
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complex_image_prompt_text = (
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@@ -162,7 +179,7 @@ if uploaded_file is not None and analyze_button:
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with st.spinner("Analyzing the image ..."):
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# Encode the image
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base64_image = encode_image(uploaded_file)
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# Determine which prompt to use based on the complexity of the image
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if complex_image:
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prompt_text = complex_image_prompt_text
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@@ -173,10 +190,13 @@ if uploaded_file is not None and analyze_button:
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"Skip phrases like 'image of' or 'picture of.' "
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"Your description should form a clear, well-structured, and factual paragraph that avoids bullet points, focusing on creating a seamless narrative that serves as effective alternative text for accessibility purposes."
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)
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if show_details and additional_details:
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prompt_text +=
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# Create the payload for the completion request
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messages = [
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{
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@@ -190,14 +210,40 @@ if uploaded_file is not None and analyze_button:
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],
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}
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]
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# Make the request to the OpenAI API
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try:
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full_response = ""
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model="gpt-4-vision-preview", messages=messages,
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max_tokens=250, stream=True
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):
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if completion.choices[0].delta.content is not None:
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full_response += completion.choices[0].delta.content
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+
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import streamlit as st
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import base64
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import openai
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# Streamlit page setup
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st.set_page_config(page_title="MTSS Image Accessibility Alt Text Generator", layout="centered", initial_sidebar_state="collapsed")
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#Add the image with a specified width
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image_width = 300 # Set the desired width in pixels
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st.image('MTSS.ai_Logo.png', width=image_width)
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st.title('VisionText™ | Accessibility')
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st.subheader(':green[_Image Alt Text Generator_]')
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# Retrieve the OpenAI API Key from secrets
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openai.api_key = st.secrets["openai_api_key"]
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# File uploader allows user to add their own image
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uploaded_file = st.file_uploader("Upload an image", type=["jpg", "png", "jpeg"])
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if uploaded_file:
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# Display the uploaded image with specified width
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image_width = 150 # Set the desired width in pixels
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with st.expander("Image", expanded=True):
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st.image(uploaded_file, caption=uploaded_file.name, width=image_width, use_column_width=False)
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# Toggle for showing additional details input
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show_details = st.toggle("Optional: Add details about the image. "
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"The details could include specific information that is important to include in the alt text or reflect why the image is being used.", value=False)
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# Toggle for modifying the prompt for complex images
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complex_image = st.toggle("Is this a complex image? "
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"By checking this box, it will inform MTSS.ai to create a robust description that exceeds the 125 character limit. You will add the description to a placeholder behind the image. Add 'Description in the content placeholder' in the alt text box.", value=False)
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if show_details:
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# Text input for additional details about the image, shown only if toggle is True
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additional_details = st.text_area(
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"Add any additional details or context about the image here:",
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disabled=not show_details
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)
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# Button to trigger the analysis
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analyze_button = st.button("Analyze the Image", type="secondary")
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# Optimized prompt for complex images
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complex_image_prompt_text = (
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with st.spinner("Analyzing the image ..."):
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# Encode the image
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base64_image = encode_image(uploaded_file)
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# Determine which prompt to use based on the complexity of the image
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if complex_image:
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prompt_text = complex_image_prompt_text
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"Skip phrases like 'image of' or 'picture of.' "
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"Your description should form a clear, well-structured, and factual paragraph that avoids bullet points, focusing on creating a seamless narrative that serves as effective alternative text for accessibility purposes."
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)
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if show_details and additional_details:
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prompt_text += (
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f"\n\nAdditional Context Provided by the User:\n{additional_details}"
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)
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# Create the payload for the completion request
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messages = [
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{
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],
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}
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]
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# Make the request to the OpenAI API
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try:
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# Without Stream
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# response = openai.chat.completions.create(
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# model="gpt-4-vision-preview", messages=messages, max_tokens=500, stream=False
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# )
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# Stream the response
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full_response = ""
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message_placeholder = st.empty()
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for completion in openai.chat.completions.create(
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model="gpt-4-vision-preview", messages=messages,
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max_tokens=250, stream=True
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):
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# # Check if there is content to display
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# if completion.choices[0].delta.content is not None:
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# full_response += completion.choices[0].delta.content
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# message_placeholder.markdown(full_response + "▌")
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# # Final update to placeholder after the stream ends
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# message_placeholder.markdown(full_response) # stream text
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# Check if there is content to display
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if completion.choices[0].delta.content is not None:
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full_response += completion.choices[0].delta.content
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# Display the response in a text area
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st.text_area('Response:', value=full_response, height=400, key="response_text_area")
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st.success('Powered by MTSS GPT. AI can make mistakes. Consider checking important information.')
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except Exception as e:
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st.error(f"An error occurred: {e}")
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else:
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# Warnings for user action required
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if not uploaded_file and analyze_button:
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st.warning("Please upload an image.")
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