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Update app.py
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app.py
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@@ -2,30 +2,38 @@ import google.generativeai as genai
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import gradio as gr
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import numpy as np
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import PIL.Image
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genai.configure(api_key="AIzaSyAj-b3sO_wUguMdpXWScxKzMHxb8C5cels")
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def ImageChat(image, prompt):
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model = genai.GenerativeModel("gemini-pro-vision")
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# check image file and convert to a Numpy array
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if isinstance(image, np.ndarray):
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img = PIL.Image.fromarray(image)
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app.launch()
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import gradio as gr
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import numpy as np
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import PIL.Image
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import io
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genai.configure(api_key="AIzaSyAj-b3sO_wUguMdpXWScxKzMHxb8C5cels")
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def ImageChat(image, prompt):
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# Check image file and convert to a PIL Image object
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if isinstance(image, np.ndarray):
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img = PIL.Image.fromarray(image)
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else:
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try:
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img = PIL.Image.open(image)
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except (AttributeError, IOError) as e:
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return f"Invalid image provided. Please provide a valid image file. Error: {e}"
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# Load model
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model = genai.GenerativeModel("gemini-pro-vision")
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# Generate response
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try:
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response = model.generate_content([prompt, img])
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if not response or not response.text:
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return "No valid response received. The response might have been blocked."
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return response.text
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except ValueError as e:
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return f"Error in generating response: {e}"
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app = gr.Interface(
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fn=ImageChat,
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inputs=[gr.Image(label="Image"), gr.Text(label="Prompt")],
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outputs=gr.Text(label="Response"),
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title="Image Chat",
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theme=gr.themes.Soft()
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)
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app.launch()
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