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Update app.py
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app.py
CHANGED
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@@ -3,20 +3,22 @@ import requests
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import os
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import base64
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from PIL import Image
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# Set page title
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st.set_page_config(page_title="Image Caption Generator", layout="centered")
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# UI for the app
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st.title("Image Caption Generator")
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st.write(
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"Upload an image, and this app will generate a detailed caption for it using the Nebius AI API."
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)
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-
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"Enter Nebius API Key", type="password", help="Add your Nebius API key here."
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)
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# Function to call Nebius API
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def generate_caption(image_base64, api_key):
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@@ -49,17 +51,17 @@ def generate_caption(image_base64, api_key):
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# File uploader for image
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uploaded_image = st.file_uploader("Upload an image", type=["png", "jpg", "jpeg"])
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if uploaded_image and
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# Convert the image to base64
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image = Image.open(uploaded_image)
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buffered =
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image.save(buffered, format="PNG")
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image_base64 = base64.b64encode(buffered.getvalue()).decode()
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# Generate caption
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st.image(image, caption="Uploaded Image", use_column_width=True)
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st.write("Generating caption...")
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result = generate_caption(image_base64,
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# Display the result
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if "error" in result:
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@@ -68,7 +70,9 @@ if uploaded_image and api_key:
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caption = result.get("messages", [{}])[-1].get("content", [{}])[0].get("text", "No caption generated.")
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st.subheader("Generated Caption")
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st.write(caption)
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else:
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st.info("Please upload an image
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st.sidebar.write("Built with ❤️ by OpenAI GPT-4")
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import os
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import base64
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from PIL import Image
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from io import BytesIO # Correctly import BytesIO from the io module
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# Set page title
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st.set_page_config(page_title="Image Caption Generator", layout="centered")
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# API key from environment variable
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API_KEY = os.environ.get("NEBIUS_API_KEY")
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# UI for the app
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st.title("Image Caption Generator")
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st.write(
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"Upload an image, and this app will generate a detailed caption for it using the Nebius AI API."
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)
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if not API_KEY:
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st.error("API key not found. Please set the `NEBIUS_API_KEY` environment variable.")
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# Function to call Nebius API
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def generate_caption(image_base64, api_key):
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# File uploader for image
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uploaded_image = st.file_uploader("Upload an image", type=["png", "jpg", "jpeg"])
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if uploaded_image and API_KEY:
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# Convert the image to base64
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image = Image.open(uploaded_image)
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buffered = BytesIO() # Use BytesIO from the io module
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image.save(buffered, format="PNG")
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image_base64 = base64.b64encode(buffered.getvalue()).decode()
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# Generate caption
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st.image(image, caption="Uploaded Image", use_column_width=True)
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st.write("Generating caption...")
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result = generate_caption(image_base64, API_KEY)
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# Display the result
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if "error" in result:
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caption = result.get("messages", [{}])[-1].get("content", [{}])[0].get("text", "No caption generated.")
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st.subheader("Generated Caption")
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st.write(caption)
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elif not API_KEY:
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st.warning("Please set the `NEBIUS_API_KEY` environment variable.")
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else:
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st.info("Please upload an image.")
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st.sidebar.write("Built with ❤️ by OpenAI GPT-4")
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