import gradio as gr def analyze_review(review): text = review.lower() categories = [] # Detect categories if any(k in text for k in ["broke", "cheap", "rust", "not well made"]): categories.append("Product Quality Issues") if any(k in text for k in ["battery", "charge", "drain", "slow", "lag"]): categories.append("Battery / Performance Issues") if any(k in text for k in ["hard to", "difficult", "small screen", "dim", "poor contrast"]): categories.append("Usability / Design Problems") if any(k in text for k in ["not compatible", "won't load", "can't download", "only works"]): categories.append("Compatibility Issues") if any(k in text for k in ["not as described", "misleading", "false advertising"]): categories.append("Misleading / False Advertising") if any(k in text for k in ["install", "setup", "update problem", "software problem"]): categories.append("Setup / Installation Problems") # If no category found if not categories: categories.append("No clear issue detected") # Generate recommendations recommendations = [] if "Battery / Performance Issues" in categories: recommendations.append("Improve battery performance and device stability.") if "Product Quality Issues" in categories: recommendations.append("Strengthen product quality control and durability.") if "Usability / Design Problems" in categories: recommendations.append("Improve usability and simplify product design.") if "Compatibility Issues" in categories: recommendations.append("Clearly communicate compatibility requirements.") if "Misleading / False Advertising" in categories: recommendations.append("Ensure product descriptions accurately reflect features.") if "Setup / Installation Problems" in categories: recommendations.append("Provide clearer setup instructions and guidance.") return ", ".join(categories), "\n".join(recommendations) # Create interface demo = gr.Interface( fn=analyze_review, inputs=gr.Textbox(lines=6, placeholder="Paste a customer review here..."), outputs=[ gr.Textbox(label="Detected Issues"), gr.Textbox(label="Recommendations") ], title="Amazon Review Issue Analyzer", description="Analyze Amazon electronics reviews and get actionable seller recommendations." ) # Run app if __name__ == "__main__": demo.launch()