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Update ui.py
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ui.py
CHANGED
@@ -1,5 +1,4 @@
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import gradio as gr
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import matplotlib.pyplot as plt
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from sentiment import analyze_sentiment
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# 📌 可選擇的模型
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@@ -9,15 +8,6 @@ MODEL_OPTIONS = {
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"🇬🇧 英語情緒分析 (DistilBERT)": "distilbert-base-uncased-finetuned-sst-2-english"
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}
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# 📌 生成信心度條狀圖
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def plot_confidence(score):
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fig, ax = plt.subplots(figsize=(4, 1))
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ax.barh(["信心度"], [score], color="blue")
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ax.set_xlim([0, 1])
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ax.set_xticks([0, 0.25, 0.5, 0.75, 1])
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ax.set_xlabel("信心度(百分比)")
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return fig
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# 📌 Gradio 介面說明
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intro_text = """
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# 🎯 多語言情緒分析 AI
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@@ -52,7 +42,6 @@ def create_ui():
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progress_bar = gr.Textbox(visible=False, label="模型載入進度")
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result_output = gr.Markdown(label="分析結果")
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plot_output = gr.Plot(label="信心度")
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# 📌 綁定按鈕功能
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def process_analysis(text, model_name):
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if model_id != analyze_sentiment.CURRENT_MODEL:
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progress_bar.update("🔄 AI 模型載入中,請稍後...", visible=True)
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result,
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plot = plot_confidence(confidence_score)
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progress_bar.update("", visible=False) # 隱藏進度條
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return result
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analyze_button.click(process_analysis, inputs=[text_input, model_selector], outputs=[result_output,
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gr.Markdown(developer_info)
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import gradio as gr
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from sentiment import analyze_sentiment
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# 📌 可選擇的模型
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"🇬🇧 英語情緒分析 (DistilBERT)": "distilbert-base-uncased-finetuned-sst-2-english"
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}
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# 📌 Gradio 介面說明
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intro_text = """
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# 🎯 多語言情緒分析 AI
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progress_bar = gr.Textbox(visible=False, label="模型載入進度")
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result_output = gr.Markdown(label="分析結果")
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# 📌 綁定按鈕功能
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def process_analysis(text, model_name):
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if model_id != analyze_sentiment.CURRENT_MODEL:
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progress_bar.update("🔄 AI 模型載入中,請稍後...", visible=True)
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result, _ = analyze_sentiment(text, model_id) # 只返回文字結果
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progress_bar.update("", visible=False) # 隱藏進度條
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return result
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analyze_button.click(process_analysis, inputs=[text_input, model_selector], outputs=[result_output, progress_bar])
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gr.Markdown(developer_info)
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