Commit
·
f95c642
1
Parent(s):
70b8860
Add a status bar to the Gradio UI
Browse files
app.py
CHANGED
@@ -172,15 +172,17 @@ def get_gemini_response(model_name: str, encoded_images: List[Dict], prompt: str
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except Exception as e:
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return f"Error with {model_name}: {str(e)}"
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-
def process_input(id_product_money: str, prompt: str) -> Tuple[List[str], str, str]:
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"""Main processing function."""
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try:
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-
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marketplace, main_image = get_marketplace_and_main_image(id_product_money)
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print(f"Marketplace: {marketplace}")
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print(f"Main image: {main_image}")
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-
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additional_images = get_additional_images(id_product_money, marketplace)
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print(f"Additional images: {additional_images}")
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@@ -193,23 +195,31 @@ def process_input(id_product_money: str, prompt: str) -> Tuple[List[str], str, s
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all_image_urls.append(url)
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print(f"\nAll image URLs: {all_image_urls}")
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encoded_images = download_and_encode_images(all_image_urls, marketplace)
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print(f"Number of encoded images: {len(encoded_images)}")
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if not encoded_images:
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raise ValueError("No images could be downloaded")
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gemini_1_5_response = get_gemini_response("gemini-1.5-flash", encoded_images, prompt)
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gemini_2_0_response = get_gemini_response("gemini-2.0-flash-exp", encoded_images, prompt)
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-
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except Exception as e:
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print(f"\nError in process_input: {str(e)}")
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-
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# Create Gradio interface
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with gr.Blocks() as demo:
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@@ -221,6 +231,9 @@ with gr.Blocks() as demo:
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submit_btn = gr.Button("Analyze")
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with gr.Row():
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image_gallery = gr.Gallery(label="Product Images", show_label=True)
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@@ -235,7 +248,8 @@ with gr.Blocks() as demo:
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submit_btn.click(
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fn=process_input,
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inputs=[id_input, prompt_input],
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-
outputs=[image_gallery, gemini_1_5_output, gemini_2_0_output]
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)
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if __name__ == "__main__":
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except Exception as e:
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return f"Error with {model_name}: {str(e)}"
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+
def process_input(id_product_money: str, prompt: str, progress=gr.Progress()) -> Tuple[List[str], str, str, str]:
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"""Main processing function."""
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try:
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+
status_msg = "Getting product data from database..."
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progress(0, desc=status_msg)
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marketplace, main_image = get_marketplace_and_main_image(id_product_money)
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print(f"Marketplace: {marketplace}")
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print(f"Main image: {main_image}")
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status_msg = "Fetching additional product images..."
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progress(0.2, desc=status_msg)
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additional_images = get_additional_images(id_product_money, marketplace)
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print(f"Additional images: {additional_images}")
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all_image_urls.append(url)
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print(f"\nAll image URLs: {all_image_urls}")
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status_msg = "Downloading and processing images..."
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progress(0.4, desc=status_msg)
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encoded_images = download_and_encode_images(all_image_urls, marketplace)
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print(f"Number of encoded images: {len(encoded_images)}")
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if not encoded_images:
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raise ValueError("No images could be downloaded")
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status_msg = "Getting response from Gemini 1.5 Flash..."
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progress(0.6, desc=status_msg)
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gemini_1_5_response = get_gemini_response("gemini-1.5-flash", encoded_images, prompt)
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status_msg = "Getting response from Gemini 2.0 Flash Exp..."
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progress(0.8, desc=status_msg)
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gemini_2_0_response = get_gemini_response("gemini-2.0-flash-exp", encoded_images, prompt)
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status_msg = "Analysis complete!"
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progress(1.0, desc=status_msg)
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return all_image_urls, gemini_1_5_response, gemini_2_0_response, status_msg
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except Exception as e:
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print(f"\nError in process_input: {str(e)}")
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status_msg = f"Error: {str(e)}"
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progress(1.0, desc=status_msg)
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return [], f"Error: {str(e)}", f"Error: {str(e)}", status_msg
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# Create Gradio interface
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with gr.Blocks() as demo:
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submit_btn = gr.Button("Analyze")
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# Status indicator
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status = gr.Textbox(label="Status", value="Waiting for input...", interactive=False)
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with gr.Row():
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image_gallery = gr.Gallery(label="Product Images", show_label=True)
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submit_btn.click(
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fn=process_input,
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inputs=[id_input, prompt_input],
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outputs=[image_gallery, gemini_1_5_output, gemini_2_0_output, status],
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show_progress="full"
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)
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if __name__ == "__main__":
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