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Running
Nattapong Tapachoom
commited on
Commit
·
ef1d1b7
1
Parent(s):
41cdf64
Implement feature X to enhance user experience and fix bug Y in module Z
Browse files
app.py
CHANGED
@@ -36,19 +36,19 @@ def get_nlp(model_name: str):
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logger.error(f"Error loading model {model_name}: {e}")
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raise gr.Error(f"ไม่สามารถโหลดโมเดล {model_name} ได้: {str(e)}")
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-
# Enhanced label mapping with modern styling
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LABEL_MAPPINGS = {
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-
"LABEL_0": {"code": 0, "name": "question", "emoji": "🤔", "color": "#
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-
"LABEL_1": {"code": 1, "name": "negative", "emoji": "😢", "color": "#
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-
"LABEL_2": {"code": 2, "name": "neutral", "emoji": "😐", "color": "#
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-
"LABEL_3": {"code": 3, "name": "positive", "emoji": "😊", "color": "#
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-
"POSITIVE": {"code": 3, "name": "positive", "emoji": "😊", "color": "#
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-
"NEGATIVE": {"code": 1, "name": "negative", "emoji": "😢", "color": "#
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-
"NEUTRAL": {"code": 2, "name": "neutral", "emoji": "😐", "color": "#
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-
"0": {"code": 0, "name": "negative", "emoji": "😢", "color": "#
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-
"1": {"code": 1, "name": "positive", "emoji": "😊", "color": "#
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}
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def get_label_info(label: str) -> Dict:
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@@ -57,8 +57,8 @@ def get_label_info(label: str) -> Dict:
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"code": -1,
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"name": label.lower(),
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"emoji": "🔍",
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-
"color": "#
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-
"bg": "rgba(
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"description": "ไม่ทราบ"
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})
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@@ -73,10 +73,10 @@ def create_confidence_bar(score: float) -> str:
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percentage = int(score * 100)
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return f"""
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<div style="display: flex; align-items: center; gap: 10px; margin: 8px 0;">
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-
<div style="flex: 1; height: 8px; background: #
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-
<div style="width: {percentage}%; height: 100%; background: linear-gradient(90deg, #
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</div>
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-
<span style="font-weight: 600; color: #
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</div>
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"""
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@@ -84,8 +84,8 @@ def analyze_text(text: str, model_name: str) -> str:
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"""Enhanced text analysis with modern HTML formatting"""
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if not text or not text.strip():
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return """
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-
<div style="padding: 20px; background: rgba(
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-
<div style="color: #
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<span style="font-size: 20px;">⚠️</span>
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กรุณาใส่ข้อความที่ต้องการวิเคราะห์
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</div>
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@@ -96,8 +96,8 @@ def analyze_text(text: str, model_name: str) -> str:
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if not sentences:
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return """
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-
<div style="padding: 20px; background: rgba(
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-
<div style="color: #
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<span style="font-size: 20px;">⚠️</span>
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ไม่พบประโยคที่สามารถวิเคราะห์ได้ กรุณาใส่ข้อความที่ยาวกว่านี้
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</div>
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@@ -108,8 +108,8 @@ def analyze_text(text: str, model_name: str) -> str:
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nlp = get_nlp(model_name)
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except Exception as e:
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return f"""
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-
<div style="padding: 20px; background: rgba(
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-
<div style="color: #
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<span style="font-size: 20px;">❌</span>
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เกิดข้อผิดพลาดในการโหลดโมเดล: {str(e)}
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</div>
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@@ -118,7 +118,7 @@ def analyze_text(text: str, model_name: str) -> str:
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# Header
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html_parts = ["""
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-
<div style="background: linear-gradient(135deg, #
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<h2 style="margin: 0; font-size: 24px; font-weight: 700; display: flex; align-items: center; gap: 12px;">
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<span style="font-size: 28px;">🧠</span>
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ผลการวิเคราะห์ความรู้สึก
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@@ -166,19 +166,19 @@ def analyze_text(text: str, model_name: str) -> str:
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# Results container
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html_parts.append("""
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-
<div style="background:
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""")
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# Individual sentence results
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for result in sentence_results:
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if 'error' in result:
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html_parts.append(f"""
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-
<div style="padding: 20px; border-bottom: 1px solid #
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-
<div style="color: #
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<span style="font-size: 18px;">❌</span>
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เกิดข้อผิดพลาดในการวิเคราะห์ประโยคที่ {result['index']}
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</div>
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-
<p style="color: #
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</div>
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""")
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else:
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@@ -186,22 +186,22 @@ def analyze_text(text: str, model_name: str) -> str:
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confidence_bar = create_confidence_bar(result['score'])
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html_parts.append(f"""
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-
<div style="padding: 20px; border-bottom: 1px solid #
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<div style="display: flex; align-items: flex-start; gap: 16px;">
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<div style="background: {label_info['bg']}; padding: 12px; border-radius: 50%; min-width: 48px; height: 48px; display: flex; align-items: center; justify-content: center;">
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<span style="font-size: 20px;">{label_info['emoji']}</span>
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</div>
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<div style="flex: 1;">
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<div style="display: flex; align-items: center; gap: 8px; margin-bottom: 8px;">
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-
<span style="background: {label_info['color']}; color:
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{label_info['description']}
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</span>
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-
<span style="color: #
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</div>
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-
<p style="color: #
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"{result['sentence'][:150]}{'...' if len(result['sentence']) > 150 else ''}"
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</p>
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-
<div style="color: #
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{confidence_bar}
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</div>
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</div>
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@@ -214,40 +214,40 @@ def analyze_text(text: str, model_name: str) -> str:
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# Create chart data for summary
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chart_items = []
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-
colors = {"positive": "#
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emojis = {"positive": "😊", "negative": "😢", "neutral": "😐", "question": "🤔", "other": "🔍"}
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for sentiment, count in sentiment_counts.items():
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if count > 0:
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percentage = (count / total_sentences) * 100
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chart_items.append(f"""
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-
<div style="display: flex; align-items: center; gap: 12px; padding: 12px; background: rgba(
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<span style="font-size: 24px;">{emojis.get(sentiment, '🔍')}</span>
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<div style="flex: 1;">
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-
<div style="font-weight: 600; color: #
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<div style="color: #
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</div>
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-
<div style="width: 60px; height: 6px; background: #
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<div style="width: {percentage}%; height: 100%; background: {colors.get(sentiment, '#
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</div>
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</div>
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""")
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html_parts.append(f"""
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-
<div style="padding: 24px; background: linear-gradient(135deg, #
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-
<h3 style="color: #
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<span style="font-size: 24px;">📊</span>
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สรุปผลการวิเคราะห์
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</h3>
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<div style="display: grid; grid-template-columns: repeat(auto-fit, minmax(200px, 1fr)); gap: 16px; margin-bottom: 20px;">
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-
<div style="background:
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-
<div style="font-size: 32px; font-weight: 700; color: #
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-
<div style="color: #
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</div>
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-
<div style="background:
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-
<div style="font-size: 32px; font-weight: 700; color: #
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-
<div style="color: #
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</div>
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</div>
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@@ -261,7 +261,7 @@ def analyze_text(text: str, model_name: str) -> str:
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return "".join(html_parts)
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-
# Modern CSS with
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CUSTOM_CSS = """
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@import url('https://fonts.googleapis.com/css2?family=Inter:wght@300;400;500;600;700;800&display=swap');
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@@ -272,36 +272,36 @@ CUSTOM_CSS = """
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.gradio-container {
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max-width: 1200px !important;
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margin: 0 auto !important;
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-
background: linear-gradient(135deg, #
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min-height: 100vh;
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padding: 20px;
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}
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.main-content {
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-
background: rgba(
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backdrop-filter: blur(20px) !important;
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border-radius: 24px !important;
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-
box-shadow: 0 8px 32px rgba(
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-
border: 1px solid rgba(
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overflow: hidden;
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}
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.glass-card {
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-
background: rgba(
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-
backdrop-filter: blur(
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border-radius: 16px !important;
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-
border: 1px solid rgba(
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-
box-shadow: 0 4px 16px rgba(0, 0, 0, 0.
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transition: all 0.3s ease !important;
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}
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.glass-card:hover {
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transform: translateY(-2px) !important;
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-
box-shadow: 0 8px 24px rgba(0, 0, 0, 0.
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}
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.gr-button {
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-
background: linear-gradient(135deg, #
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border: none !important;
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border-radius: 12px !important;
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padding: 12px 24px !important;
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@@ -309,47 +309,50 @@ CUSTOM_CSS = """
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text-transform: uppercase !important;
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letter-spacing: 0.5px !important;
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transition: all 0.3s ease !important;
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-
box-shadow: 0 4px 15px rgba(
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}
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.gr-button:hover {
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transform: translateY(-2px) !important;
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-
box-shadow: 0 6px 20px rgba(
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}
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.gr-button.secondary {
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-
background: linear-gradient(135deg, #
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-
box-shadow: 0 4px 15px rgba(
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}
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.gr-button.secondary:hover {
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-
box-shadow: 0 6px 20px rgba(
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}
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.gr-textbox textarea, .gr-textbox input {
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border-radius: 12px !important;
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-
border: 2px solid rgba(
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font-size: 16px !important;
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padding: 16px !important;
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transition: all 0.3s ease !important;
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-
background: rgba(
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}
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.gr-textbox textarea:focus, .gr-textbox input:focus {
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-
border-color: #
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-
box-shadow: 0 0 0 3px rgba(
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transform: scale(1.01) !important;
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}
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.gr-dropdown > div {
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border-radius: 12px !important;
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-
border: 2px solid rgba(
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-
background: rgba(
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}
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.gr-dropdown > div:focus-within {
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-
border-color: #
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-
box-shadow: 0 0 0 3px rgba(
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}
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.gr-panel {
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@@ -374,17 +377,17 @@ CUSTOM_CSS = """
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}
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::-webkit-scrollbar-track {
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-
background: rgba(
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border-radius: 4px;
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}
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::-webkit-scrollbar-thumb {
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-
background: rgba(
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border-radius: 4px;
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}
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::-webkit-scrollbar-thumb:hover {
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-
background: rgba(
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}
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/* Animation for content */
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@@ -410,16 +413,17 @@ CUSTOM_CSS = """
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}
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.gr-examples .gr-button {
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-
background: rgba(
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-
border: 1px solid rgba(
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margin: 4px !important;
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font-size: 14px !important;
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text-transform: none !important;
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letter-spacing: normal !important;
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}
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.gr-examples .gr-button:hover {
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-
background: rgba(
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transform: scale(1.02) !important;
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}
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"""
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@@ -428,7 +432,7 @@ CUSTOM_CSS = """
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with gr.Blocks(
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theme=gr.themes.Glass(
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primary_hue="blue",
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-
secondary_hue="
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neutral_hue="slate",
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font=["Inter", "Noto Sans Thai", "sans-serif"]
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),
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@@ -436,15 +440,15 @@ with gr.Blocks(
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title="🧠 AI Thai Sentiment Analyzer - วิเคราะห์ความรู้สึกภาษาไทย"
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) as demo:
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-
# Header with
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gr.HTML("""
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<div style="text-align: center; padding: 40px 0 30px 0;">
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-
<div style="display: inline-block; background: rgba(
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-
<h1 style="font-size: 3.5em; margin: 0; color:
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<span style="font-size: 1.2em;">🧠</span>
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Thai Sentiment AI
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</h1>
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-
<p style="font-size: 1.4em; color:
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ระบบวิเคราะห์ความรู้สึกภาษาไทยด้วย AI ที่ทันสมัยและแม่นยำ
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</p>
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</div>
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@@ -457,7 +461,7 @@ with gr.Blocks(
|
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# Model Selection Card
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with gr.Group():
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gr.HTML("""
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-
<div style="background: linear-gradient(135deg, #
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<h3 style="margin: 0; font-size: 18px; font-weight: 700; display: flex; align-items: center; gap: 8px;">
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<span style="font-size: 20px;">🤖</span>
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เลือกโมเดล AI
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@@ -477,26 +481,26 @@ with gr.Blocks(
|
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# Tips Card
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with gr.Group():
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gr.HTML("""
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-
<div style="background: linear-gradient(135deg, #
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-
<h4 style="color: #
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<span style="font-size: 18px;">💡</span>
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เคล็ดลับการใช้งาน
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</h4>
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-
<div style="color: #
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<div style="margin-bottom: 12px; display: flex; align-items: flex-start; gap: 8px;">
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-
<span style="color: #
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<span>พิมพ์ข้อความภาษาไทยที่ต้องการวิเคราะห์</span>
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</div>
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<div style="margin-bottom: 12px; display: flex; align-items: flex-start; gap: 8px;">
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-
<span style="color: #
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<span>แยกประโยคด้วยจุด (.) หรือขึ้นบรรทัดใหม่</span>
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</div>
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494 |
<div style="margin-bottom: 12px; display: flex; align-items: flex-start; gap: 8px;">
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495 |
-
<span style="color: #
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<span>สามารถวิเคราะห์หลายประโยคพร้อมกันได้</span>
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</div>
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<div style="display: flex; align-items: flex-start; gap: 8px;">
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499 |
-
<span style="color: #
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500 |
<span>ผลลัพธ์จะแสดงความมั่นใจและสรุปภาพรวม</span>
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</div>
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</div>
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@@ -508,8 +512,8 @@ with gr.Blocks(
|
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# Input Section
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509 |
with gr.Group():
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510 |
gr.HTML("""
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511 |
-
<div style="background: linear-gradient(135deg, #
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512 |
-
<h3 style="color: #
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513 |
<span style="font-size: 20px;">✍️</span>
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514 |
ข้อความที่ต้องการวิเคราะห์
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</h3>
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@@ -543,9 +547,9 @@ with gr.Blocks(
|
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output_box = gr.HTML(
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label="📊 ผลการวิเคราะห์",
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value="""
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-
<div style="padding: 60px 20px; text-align: center; color: #
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547 |
<div style="font-size: 48px; margin-bottom: 16px;">🤖</div>
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548 |
-
<h3 style="color: #
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549 |
<p style="margin: 0; font-size: 14px;">ใส่ข้อความด้านบนแล้วกดปุ่ม "วิเคราะห์ข้อความ"</p>
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550 |
</div>
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551 |
"""
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@@ -554,7 +558,7 @@ with gr.Blocks(
|
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554 |
# Examples Section
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555 |
gr.HTML("""
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556 |
<div style="margin: 40px 0 20px 0;">
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557 |
-
<h3 style="color:
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558 |
✨ ตัวอย่างการใช้งาน
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</h3>
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</div>
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@@ -575,30 +579,30 @@ with gr.Blocks(
|
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# Legend Section
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gr.HTML("""
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578 |
-
<div style="margin: 40px 0 20px 0; background: rgba(
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579 |
-
<h3 style="color:
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580 |
🎯 คำอธิบายผลการวิเคราะห์
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</h3>
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<div style="display: grid; grid-template-columns: repeat(auto-fit, minmax(220px, 1fr)); gap: 20px;">
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583 |
-
<div style="background: rgba(
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584 |
<div style="font-size: 36px; margin-bottom: 12px;">😊</div>
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585 |
-
<h4 style="color: #
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586 |
-
<p style="color:
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</div>
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588 |
-
<div style="background: rgba(
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589 |
<div style="font-size: 36px; margin-bottom: 12px;">😢</div>
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590 |
-
<h4 style="color: #
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591 |
-
<p style="color:
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592 |
</div>
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593 |
-
<div style="background: rgba(
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594 |
<div style="font-size: 36px; margin-bottom: 12px;">😐</div>
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595 |
-
<h4 style="color: #
|
596 |
-
<p style="color:
|
597 |
</div>
|
598 |
-
<div style="background: rgba(
|
599 |
<div style="font-size: 36px; margin-bottom: 12px;">🤔</div>
|
600 |
-
<h4 style="color: #
|
601 |
-
<p style="color:
|
602 |
</div>
|
603 |
</div>
|
604 |
</div>
|
@@ -607,7 +611,7 @@ with gr.Blocks(
|
|
607 |
# Footer
|
608 |
gr.HTML("""
|
609 |
<div style="text-align: center; padding: 30px 0 10px 0;">
|
610 |
-
<p style="color:
|
611 |
พัฒนาด้วย ❤️ โดยใช้ Transformers และ Gradio | รองรับโมเดล AI หลากหลาย
|
612 |
</p>
|
613 |
</div>
|
@@ -617,9 +621,9 @@ with gr.Blocks(
|
|
617 |
def analyze_wrapper(text, model_display_name):
|
618 |
if not text.strip():
|
619 |
return """
|
620 |
-
<div style="padding: 60px 20px; text-align: center; color: #
|
621 |
<div style="font-size: 48px; margin-bottom: 16px;">⚠️</div>
|
622 |
-
<h3 style="color: #
|
623 |
<p style="margin: 0; font-size: 14px;">ใส่ข้อความที่ต้องการวิเคราะห์ในช่องด้านบน</p>
|
624 |
</div>
|
625 |
"""
|
@@ -638,9 +642,9 @@ with gr.Blocks(
|
|
638 |
|
639 |
def clear_text():
|
640 |
return "", """
|
641 |
-
<div style="padding: 60px 20px; text-align: center; color: #
|
642 |
<div style="font-size: 48px; margin-bottom: 16px;">🤖</div>
|
643 |
-
<h3 style="color: #
|
644 |
<p style="margin: 0; font-size: 14px;">ใส่ข้อความด้านบนแล้วกดปุ่ม "วิเคราะห์ข้อความ"</p>
|
645 |
</div>
|
646 |
"""
|
@@ -649,9 +653,9 @@ with gr.Blocks(
|
|
649 |
if text.strip():
|
650 |
return analyze_wrapper(text, model_display_name)
|
651 |
return """
|
652 |
-
<div style="padding: 60px 20px; text-align: center; color: #
|
653 |
<div style="font-size: 48px; margin-bottom: 16px;">🤖</div>
|
654 |
-
<h3 style="color: #
|
655 |
<p style="margin: 0; font-size: 14px;">ใส่ข้อความด้านบนแล้วกดปุ่ม "วิเคราะห์ข้อความ"</p>
|
656 |
</div>
|
657 |
"""
|
@@ -690,7 +694,7 @@ if __name__ == "__main__":
|
|
690 |
).launch(
|
691 |
server_name="0.0.0.0",
|
692 |
server_port=7860,
|
693 |
-
share=True,
|
694 |
show_error=True,
|
695 |
show_api=False,
|
696 |
quiet=False,
|
|
|
36 |
logger.error(f"Error loading model {model_name}: {e}")
|
37 |
raise gr.Error(f"ไม่สามารถโหลดโมเดล {model_name} ได้: {str(e)}")
|
38 |
|
39 |
+
# Enhanced label mapping with modern styling for dark blue theme
|
40 |
LABEL_MAPPINGS = {
|
41 |
+
"LABEL_0": {"code": 0, "name": "question", "emoji": "🤔", "color": "#60a5fa", "bg": "rgba(96, 165, 250, 0.2)", "description": "คำถาม"},
|
42 |
+
"LABEL_1": {"code": 1, "name": "negative", "emoji": "😢", "color": "#f87171", "bg": "rgba(248, 113, 113, 0.2)", "description": "เชิงลบ"},
|
43 |
+
"LABEL_2": {"code": 2, "name": "neutral", "emoji": "😐", "color": "#facc15", "bg": "rgba(250, 204, 21, 0.2)", "description": "เป็นกลาง"},
|
44 |
+
"LABEL_3": {"code": 3, "name": "positive", "emoji": "😊", "color": "#34d399", "bg": "rgba(52, 211, 153, 0.2)", "description": "เชิงบวก"},
|
45 |
|
46 |
+
"POSITIVE": {"code": 3, "name": "positive", "emoji": "😊", "color": "#34d399", "bg": "rgba(52, 211, 153, 0.2)", "description": "เชิงบวก"},
|
47 |
+
"NEGATIVE": {"code": 1, "name": "negative", "emoji": "😢", "color": "#f87171", "bg": "rgba(248, 113, 113, 0.2)", "description": "เชิงลบ"},
|
48 |
+
"NEUTRAL": {"code": 2, "name": "neutral", "emoji": "😐", "color": "#facc15", "bg": "rgba(250, 204, 21, 0.2)", "description": "เป็นกลาง"},
|
49 |
|
50 |
+
"0": {"code": 0, "name": "negative", "emoji": "😢", "color": "#f87171", "bg": "rgba(248, 113, 113, 0.2)", "description": "เชิงลบ"},
|
51 |
+
"1": {"code": 1, "name": "positive", "emoji": "😊", "color": "#34d399", "bg": "rgba(52, 211, 153, 0.2)", "description": "เชิงบวก"},
|
52 |
}
|
53 |
|
54 |
def get_label_info(label: str) -> Dict:
|
|
|
57 |
"code": -1,
|
58 |
"name": label.lower(),
|
59 |
"emoji": "🔍",
|
60 |
+
"color": "#64748b",
|
61 |
+
"bg": "rgba(100, 116, 139, 0.2)",
|
62 |
"description": "ไม่ทราบ"
|
63 |
})
|
64 |
|
|
|
73 |
percentage = int(score * 100)
|
74 |
return f"""
|
75 |
<div style="display: flex; align-items: center; gap: 10px; margin: 8px 0;">
|
76 |
+
<div style="flex: 1; height: 8px; background: #334155; border-radius: 4px; overflow: hidden;">
|
77 |
+
<div style="width: {percentage}%; height: 100%; background: linear-gradient(90deg, #60a5fa, #3b82f6); transition: all 0.3s ease;"></div>
|
78 |
</div>
|
79 |
+
<span style="font-weight: 600; color: #cbd5e1; min-width: 50px;">{percentage}%</span>
|
80 |
</div>
|
81 |
"""
|
82 |
|
|
|
84 |
"""Enhanced text analysis with modern HTML formatting"""
|
85 |
if not text or not text.strip():
|
86 |
return """
|
87 |
+
<div style="padding: 20px; background: rgba(248, 113, 113, 0.2); border-radius: 12px; border-left: 4px solid #f87171;">
|
88 |
+
<div style="color: #f87171; font-weight: 600; display: flex; align-items: center; gap: 8px;">
|
89 |
<span style="font-size: 20px;">⚠️</span>
|
90 |
กรุณาใส่ข้อความที่ต้องการวิเคราะห์
|
91 |
</div>
|
|
|
96 |
|
97 |
if not sentences:
|
98 |
return """
|
99 |
+
<div style="padding: 20px; background: rgba(248, 113, 113, 0.2); border-radius: 12px; border-left: 4px solid #f87171;">
|
100 |
+
<div style="color: #f87171; font-weight: 600; display: flex; align-items: center; gap: 8px;">
|
101 |
<span style="font-size: 20px;">⚠️</span>
|
102 |
ไม่พบประโยคที่สามารถวิเคราะห์ได้ กรุณาใส่ข้อความที่ยาวกว่านี้
|
103 |
</div>
|
|
|
108 |
nlp = get_nlp(model_name)
|
109 |
except Exception as e:
|
110 |
return f"""
|
111 |
+
<div style="padding: 20px; background: rgba(248, 113, 113, 0.2); border-radius: 12px; border-left: 4px solid #f87171;">
|
112 |
+
<div style="color: #f87171; font-weight: 600; display: flex; align-items: center; gap: 8px;">
|
113 |
<span style="font-size: 20px;">❌</span>
|
114 |
เกิดข้อผิดพลาดในการโหลดโมเดล: {str(e)}
|
115 |
</div>
|
|
|
118 |
|
119 |
# Header
|
120 |
html_parts = ["""
|
121 |
+
<div style="background: linear-gradient(135deg, #1e3a8a 0%, #3b82f6 100%); color: #f8fafc; padding: 24px; border-radius: 16px 16px 0 0; margin-bottom: 0;">
|
122 |
<h2 style="margin: 0; font-size: 24px; font-weight: 700; display: flex; align-items: center; gap: 12px;">
|
123 |
<span style="font-size: 28px;">🧠</span>
|
124 |
ผลการวิเคราะห์ความรู้สึก
|
|
|
166 |
|
167 |
# Results container
|
168 |
html_parts.append("""
|
169 |
+
<div style="background: #0f172a; padding: 0; border-radius: 0 0 16px 16px; box-shadow: 0 4px 20px rgba(0,0,0,0.3); overflow: hidden;">
|
170 |
""")
|
171 |
|
172 |
# Individual sentence results
|
173 |
for result in sentence_results:
|
174 |
if 'error' in result:
|
175 |
html_parts.append(f"""
|
176 |
+
<div style="padding: 20px; border-bottom: 1px solid #1e293b;">
|
177 |
+
<div style="color: #f87171; font-weight: 600; display: flex; align-items: center; gap: 8px;">
|
178 |
<span style="font-size: 18px;">❌</span>
|
179 |
เกิดข้อผิดพลาดในการวิเคราะห์ประโยคที่ {result['index']}
|
180 |
</div>
|
181 |
+
<p style="color: #94a3b8; margin: 8px 0 0 0; font-size: 14px;">{result['error']}</p>
|
182 |
</div>
|
183 |
""")
|
184 |
else:
|
|
|
186 |
confidence_bar = create_confidence_bar(result['score'])
|
187 |
|
188 |
html_parts.append(f"""
|
189 |
+
<div style="padding: 20px; border-bottom: 1px solid #1e293b; transition: all 0.2s ease;" onmouseover="this.style.background='#1e293b'" onmouseout="this.style.background='#0f172a'">
|
190 |
<div style="display: flex; align-items: flex-start; gap: 16px;">
|
191 |
<div style="background: {label_info['bg']}; padding: 12px; border-radius: 50%; min-width: 48px; height: 48px; display: flex; align-items: center; justify-content: center;">
|
192 |
<span style="font-size: 20px;">{label_info['emoji']}</span>
|
193 |
</div>
|
194 |
<div style="flex: 1;">
|
195 |
<div style="display: flex; align-items: center; gap: 8px; margin-bottom: 8px;">
|
196 |
+
<span style="background: {label_info['color']}; color: #f8fafc; padding: 4px 12px; border-radius: 20px; font-size: 12px; font-weight: 600; text-transform: uppercase;">
|
197 |
{label_info['description']}
|
198 |
</span>
|
199 |
+
<span style="color: #94a3b8; font-size: 14px;">ประโยคที่ {result['index']}</span>
|
200 |
</div>
|
201 |
+
<p style="color: #f8fafc; margin: 0 0 12px 0; font-size: 16px; line-height: 1.5;">
|
202 |
"{result['sentence'][:150]}{'...' if len(result['sentence']) > 150 else ''}"
|
203 |
</p>
|
204 |
+
<div style="color: #94a3b8; font-size: 14px; margin-bottom: 8px;">ความมั่นใจ:</div>
|
205 |
{confidence_bar}
|
206 |
</div>
|
207 |
</div>
|
|
|
214 |
|
215 |
# Create chart data for summary
|
216 |
chart_items = []
|
217 |
+
colors = {"positive": "#34d399", "negative": "#f87171", "neutral": "#facc15", "question": "#60a5fa", "other": "#64748b"}
|
218 |
emojis = {"positive": "😊", "negative": "😢", "neutral": "😐", "question": "🤔", "other": "🔍"}
|
219 |
|
220 |
for sentiment, count in sentiment_counts.items():
|
221 |
if count > 0:
|
222 |
percentage = (count / total_sentences) * 100
|
223 |
chart_items.append(f"""
|
224 |
+
<div style="display: flex; align-items: center; gap: 12px; padding: 12px; background: rgba(59, 130, 246, 0.1); border-radius: 8px;">
|
225 |
<span style="font-size: 24px;">{emojis.get(sentiment, '🔍')}</span>
|
226 |
<div style="flex: 1;">
|
227 |
+
<div style="font-weight: 600; color: #f8fafc; text-transform: capitalize;">{sentiment}</div>
|
228 |
+
<div style="color: #94a3b8; font-size: 14px;">{count} ประโยค ({percentage:.1f}%)</div>
|
229 |
</div>
|
230 |
+
<div style="width: 60px; height: 6px; background: #334155; border-radius: 3px; overflow: hidden;">
|
231 |
+
<div style="width: {percentage}%; height: 100%; background: {colors.get(sentiment, '#64748b')}; transition: all 0.3s ease;"></div>
|
232 |
</div>
|
233 |
</div>
|
234 |
""")
|
235 |
|
236 |
html_parts.append(f"""
|
237 |
+
<div style="padding: 24px; background: linear-gradient(135deg, #1e293b 0%, #0f172a 100%);">
|
238 |
+
<h3 style="color: #f8fafc; margin: 0 0 20px 0; font-size: 20px; font-weight: 700; display: flex; align-items: center; gap: 8px;">
|
239 |
<span style="font-size: 24px;">📊</span>
|
240 |
สรุปผลการวิเคราะห์
|
241 |
</h3>
|
242 |
|
243 |
<div style="display: grid; grid-template-columns: repeat(auto-fit, minmax(200px, 1fr)); gap: 16px; margin-bottom: 20px;">
|
244 |
+
<div style="background: #1e293b; padding: 20px; border-radius: 12px; text-align: center; box-shadow: 0 2px 8px rgba(0,0,0,0.3);">
|
245 |
+
<div style="font-size: 32px; font-weight: 700; color: #60a5fa; margin-bottom: 4px;">{total_sentences}</div>
|
246 |
+
<div style="color: #94a3b8; font-size: 14px;">ประโยคทั้งหมด</div>
|
247 |
</div>
|
248 |
+
<div style="background: #1e293b; padding: 20px; border-radius: 12px; text-align: center; box-shadow: 0 2px 8px rgba(0,0,0,0.3);">
|
249 |
+
<div style="font-size: 32px; font-weight: 700; color: #34d399; margin-bottom: 4px;">{avg_confidence*100:.0f}%</div>
|
250 |
+
<div style="color: #94a3b8; font-size: 14px;">ความมั่นใจเฉลี่ย</div>
|
251 |
</div>
|
252 |
</div>
|
253 |
|
|
|
261 |
|
262 |
return "".join(html_parts)
|
263 |
|
264 |
+
# Modern CSS with dark blue theme
|
265 |
CUSTOM_CSS = """
|
266 |
@import url('https://fonts.googleapis.com/css2?family=Inter:wght@300;400;500;600;700;800&display=swap');
|
267 |
|
|
|
272 |
.gradio-container {
|
273 |
max-width: 1200px !important;
|
274 |
margin: 0 auto !important;
|
275 |
+
background: linear-gradient(135deg, #1e3a8a 0%, #0f172a 100%) !important;
|
276 |
min-height: 100vh;
|
277 |
padding: 20px;
|
278 |
}
|
279 |
|
280 |
.main-content {
|
281 |
+
background: rgba(15, 23, 42, 0.95) !important;
|
282 |
backdrop-filter: blur(20px) !important;
|
283 |
border-radius: 24px !important;
|
284 |
+
box-shadow: 0 8px 32px rgba(0, 0, 0, 0.5) !important;
|
285 |
+
border: 1px solid rgba(59, 130, 246, 0.2) !important;
|
286 |
overflow: hidden;
|
287 |
}
|
288 |
|
289 |
.glass-card {
|
290 |
+
background: rgba(30, 58, 138, 0.9) !important;
|
291 |
+
backdrop-filter: blur(12px) !important;
|
292 |
border-radius: 16px !important;
|
293 |
+
border: 1px solid rgba(59, 130, 246, 0.3) !important;
|
294 |
+
box-shadow: 0 4px 16px rgba(0, 0, 0, 0.3) !important;
|
295 |
transition: all 0.3s ease !important;
|
296 |
}
|
297 |
|
298 |
.glass-card:hover {
|
299 |
transform: translateY(-2px) !important;
|
300 |
+
box-shadow: 0 8px 24px rgba(0, 0, 0, 0.4) !important;
|
301 |
}
|
302 |
|
303 |
.gr-button {
|
304 |
+
background: linear-gradient(135deg, #3b82f6 0%, #1e3a8a 100%) !important;
|
305 |
border: none !important;
|
306 |
border-radius: 12px !important;
|
307 |
padding: 12px 24px !important;
|
|
|
309 |
text-transform: uppercase !important;
|
310 |
letter-spacing: 0.5px !important;
|
311 |
transition: all 0.3s ease !important;
|
312 |
+
box-shadow: 0 4px 15px rgba(59, 130, 246, 0.4) !important;
|
313 |
+
color: #f8fafc !important;
|
314 |
}
|
315 |
|
316 |
.gr-button:hover {
|
317 |
transform: translateY(-2px) !important;
|
318 |
+
box-shadow: 0 6px 20px rgba(59, 130, 246, 0.6) !important;
|
319 |
}
|
320 |
|
321 |
.gr-button.secondary {
|
322 |
+
background: linear-gradient(135deg, #60a5fa 0%, #93c5fd 100%) !important;
|
323 |
+
box-shadow: 0 4px 15px rgba(96, 165, 250, 0.4) !important;
|
324 |
}
|
325 |
|
326 |
.gr-button.secondary:hover {
|
327 |
+
box-shadow: 0 6px 20px rgba(96, 165, 250, 0.6) !important;
|
328 |
}
|
329 |
|
330 |
.gr-textbox textarea, .gr-textbox input {
|
331 |
border-radius: 12px !important;
|
332 |
+
border: 2px solid rgba(59, 130, 246, 0.3) !important;
|
333 |
font-size: 16px !important;
|
334 |
padding: 16px !important;
|
335 |
transition: all 0.3s ease !important;
|
336 |
+
background: rgba(30, 41, 59, 0.9) !important;
|
337 |
+
color: #f8fafc !important;
|
338 |
}
|
339 |
|
340 |
.gr-textbox textarea:focus, .gr-textbox input:focus {
|
341 |
+
border-color: #3b82f6 !important;
|
342 |
+
box-shadow: 0 0 0 3px rgba(59, 130, 246, 0.2) !important;
|
343 |
transform: scale(1.01) !important;
|
344 |
}
|
345 |
|
346 |
.gr-dropdown > div {
|
347 |
border-radius: 12px !important;
|
348 |
+
border: 2px solid rgba(59, 130, 246, 0.3) !important;
|
349 |
+
background: rgba(30, 41, 59, 0.9) !important;
|
350 |
+
color: #f8fafc !important;
|
351 |
}
|
352 |
|
353 |
.gr-dropdown > div:focus-within {
|
354 |
+
border-color: #3b82f6 !important;
|
355 |
+
box-shadow: 0 0 0 3px rgba(59, 130, 246, 0.2) !important;
|
356 |
}
|
357 |
|
358 |
.gr-panel {
|
|
|
377 |
}
|
378 |
|
379 |
::-webkit-scrollbar-track {
|
380 |
+
background: rgba(15, 23, 42, 0.3);
|
381 |
border-radius: 4px;
|
382 |
}
|
383 |
|
384 |
::-webkit-scrollbar-thumb {
|
385 |
+
background: rgba(59, 130, 246, 0.6);
|
386 |
border-radius: 4px;
|
387 |
}
|
388 |
|
389 |
::-webkit-scrollbar-thumb:hover {
|
390 |
+
background: rgba(59, 130, 246, 0.8);
|
391 |
}
|
392 |
|
393 |
/* Animation for content */
|
|
|
413 |
}
|
414 |
|
415 |
.gr-examples .gr-button {
|
416 |
+
background: rgba(59, 130, 246, 0.2) !important;
|
417 |
+
border: 1px solid rgba(59, 130, 246, 0.4) !important;
|
418 |
margin: 4px !important;
|
419 |
font-size: 14px !important;
|
420 |
text-transform: none !important;
|
421 |
letter-spacing: normal !important;
|
422 |
+
color: #f8fafc !important;
|
423 |
}
|
424 |
|
425 |
.gr-examples .gr-button:hover {
|
426 |
+
background: rgba(59, 130, 246, 0.4) !important;
|
427 |
transform: scale(1.02) !important;
|
428 |
}
|
429 |
"""
|
|
|
432 |
with gr.Blocks(
|
433 |
theme=gr.themes.Glass(
|
434 |
primary_hue="blue",
|
435 |
+
secondary_hue="indigo",
|
436 |
neutral_hue="slate",
|
437 |
font=["Inter", "Noto Sans Thai", "sans-serif"]
|
438 |
),
|
|
|
440 |
title="🧠 AI Thai Sentiment Analyzer - วิเคราะห์ความรู้สึกภาษาไทย"
|
441 |
) as demo:
|
442 |
|
443 |
+
# Header with dark blue design
|
444 |
gr.HTML("""
|
445 |
<div style="text-align: center; padding: 40px 0 30px 0;">
|
446 |
+
<div style="display: inline-block; background: rgba(30, 58, 138, 0.9); backdrop-filter: blur(10px); padding: 20px 40px; border-radius: 20px; border: 1px solid rgba(59, 130, 246, 0.3); margin-bottom: 20px;">
|
447 |
+
<h1 style="font-size: 3.5em; margin: 0; color: #f8fafc; font-weight: 800; text-shadow: 0 4px 8px rgba(0,0,0,0.4); display: flex; align-items: center; justify-content: center; gap: 20px;">
|
448 |
<span style="font-size: 1.2em;">🧠</span>
|
449 |
Thai Sentiment AI
|
450 |
</h1>
|
451 |
+
<p style="font-size: 1.4em; color: #cbd5e1; margin: 10px 0 0 0; font-weight: 300; text-shadow: 0 2px 4px rgba(0,0,0,0.3);">
|
452 |
ระบบวิเคราะห์ความรู้สึกภาษาไทยด้วย AI ที่ทันสมัยและแม่นยำ
|
453 |
</p>
|
454 |
</div>
|
|
|
461 |
# Model Selection Card
|
462 |
with gr.Group():
|
463 |
gr.HTML("""
|
464 |
+
<div style="background: linear-gradient(135deg, #1e3a8a 0%, #3b82f6 100%); color: #f8fafc; padding: 20px; border-radius: 16px 16px 0 0; margin: -20px -20px 20px -20px;">
|
465 |
<h3 style="margin: 0; font-size: 18px; font-weight: 700; display: flex; align-items: center; gap: 8px;">
|
466 |
<span style="font-size: 20px;">🤖</span>
|
467 |
เลือกโมเดล AI
|
|
|
481 |
# Tips Card
|
482 |
with gr.Group():
|
483 |
gr.HTML("""
|
484 |
+
<div style="background: linear-gradient(135deg, #1e40af 0%, #1e293b 100%); padding: 20px; border-radius: 16px;">
|
485 |
+
<h4 style="color: #f8fafc; margin: 0 0 16px 0; font-size: 16px; font-weight: 700; display: flex; align-items: center; gap: 8px;">
|
486 |
<span style="font-size: 18px;">💡</span>
|
487 |
เคล็ดลับการใช้งาน
|
488 |
</h4>
|
489 |
+
<div style="color: #cbd5e1; font-size: 14px; line-height: 1.6;">
|
490 |
<div style="margin-bottom: 12px; display: flex; align-items: flex-start; gap: 8px;">
|
491 |
+
<span style="color: #60a5fa; font-weight: 600;">•</span>
|
492 |
<span>พิมพ์ข้อความภาษาไทยที่ต้องการวิเคราะห์</span>
|
493 |
</div>
|
494 |
<div style="margin-bottom: 12px; display: flex; align-items: flex-start; gap: 8px;">
|
495 |
+
<span style="color: #60a5fa; font-weight: 600;">•</span>
|
496 |
<span>แยกประโยคด้วยจุด (.) หรือขึ้นบรรทัดใหม่</span>
|
497 |
</div>
|
498 |
<div style="margin-bottom: 12px; display: flex; align-items: flex-start; gap: 8px;">
|
499 |
+
<span style="color: #60a5fa; font-weight: 600;">•</span>
|
500 |
<span>สามารถวิเคราะห์หลายประโยคพร้อมกันได้</span>
|
501 |
</div>
|
502 |
<div style="display: flex; align-items: flex-start; gap: 8px;">
|
503 |
+
<span style="color: #60a5fa; font-weight: 600;">•</span>
|
504 |
<span>ผลลัพธ์จะแสดงความมั่นใจและสรุปภาพรวม</span>
|
505 |
</div>
|
506 |
</div>
|
|
|
512 |
# Input Section
|
513 |
with gr.Group():
|
514 |
gr.HTML("""
|
515 |
+
<div style="background: linear-gradient(135deg, #1e40af 0%, #1e293b 100%); padding: 20px; border-radius: 16px 16px 0 0; margin: -20px -20px 20px -20px;">
|
516 |
+
<h3 style="color: #f8fafc; margin: 0; font-size: 18px; font-weight: 700; display: flex; align-items: center; gap: 8px;">
|
517 |
<span style="font-size: 20px;">✍️</span>
|
518 |
ข้อความที่ต้องการวิเคราะห์
|
519 |
</h3>
|
|
|
547 |
output_box = gr.HTML(
|
548 |
label="📊 ผลการวิเคราะห์",
|
549 |
value="""
|
550 |
+
<div style="padding: 60px 20px; text-align: center; color: #94a3b8; background: rgba(30, 41, 59, 0.9); border-radius: 16px; border: 2px dashed #334155;">
|
551 |
<div style="font-size: 48px; margin-bottom: 16px;">🤖</div>
|
552 |
+
<h3 style="color: #f8fafc; margin: 0 0 8px 0;">พร้อมวิเคราะห์ความรู้สึก</h3>
|
553 |
<p style="margin: 0; font-size: 14px;">ใส่ข้อความด้านบนแล้วกดปุ่ม "วิเคราะห์ข้อความ"</p>
|
554 |
</div>
|
555 |
"""
|
|
|
558 |
# Examples Section
|
559 |
gr.HTML("""
|
560 |
<div style="margin: 40px 0 20px 0;">
|
561 |
+
<h3 style="color: #f8fafc; text-align: center; font-size: 20px; font-weight: 700; margin-bottom: 20px; text-shadow: 0 2px 4px rgba(0,0,0,0.4);">
|
562 |
✨ ตัวอย่างการใช้งาน
|
563 |
</h3>
|
564 |
</div>
|
|
|
579 |
|
580 |
# Legend Section
|
581 |
gr.HTML("""
|
582 |
+
<div style="margin: 40px 0 20px 0; background: rgba(30, 58, 138, 0.9); backdrop-filter: blur(10px); border-radius: 20px; padding: 30px; border: 1px solid rgba(59, 130, 246, 0.3);">
|
583 |
+
<h3 style="color: #f8fafc; text-align: center; font-size: 22px; font-weight: 700; margin-bottom: 25px; text-shadow: 0 2px 4px rgba(0,0,0,0.4);">
|
584 |
🎯 คำอธิบายผลการวิเคราะห์
|
585 |
</h3>
|
586 |
<div style="display: grid; grid-template-columns: repeat(auto-fit, minmax(220px, 1fr)); gap: 20px;">
|
587 |
+
<div style="background: rgba(52, 211, 153, 0.2); backdrop-filter: blur(10px); border-radius: 16px; padding: 20px; text-align: center; border: 1px solid rgba(52, 211, 153, 0.3); transition: all 0.3s ease;" onmouseover="this.style.transform='translateY(-5px)'; this.style.boxShadow='0 10px 25px rgba(52, 211, 153, 0.3)'" onmouseout="this.style.transform='translateY(0)'; this.style.boxShadow='none'">
|
588 |
<div style="font-size: 36px; margin-bottom: 12px;">😊</div>
|
589 |
+
<h4 style="color: #34d399; margin: 0 0 8px 0; font-size: 16px; font-weight: 700;">POSITIVE</h4>
|
590 |
+
<p style="color: #cbd5e1; margin: 0; font-size: 13px; line-height: 1.4;">ความรู้สึกเชิงบวก<br>ดี, สุข, ชอบ, ยินดี</p>
|
591 |
</div>
|
592 |
+
<div style="background: rgba(248, 113, 113, 0.2); backdrop-filter: blur(10px); border-radius: 16px; padding: 20px; text-align: center; border: 1px solid rgba(248, 113, 113, 0.3); transition: all 0.3s ease;" onmouseover="this.style.transform='translateY(-5px)'; this.style.boxShadow='0 10px 25px rgba(248, 113, 113, 0.3)'" onmouseout="this.style.transform='translateY(0)'; this.style.boxShadow='none'">
|
593 |
<div style="font-size: 36px; margin-bottom: 12px;">😢</div>
|
594 |
+
<h4 style="color: #f87171; margin: 0 0 8px 0; font-size: 16px; font-weight: 700;">NEGATIVE</h4>
|
595 |
+
<p style="color: #cbd5e1; margin: 0; font-size: 13px; line-height: 1.4;">ความรู้สึกเชิงลบ<br>เศร้า, โกรธ, ไม่ชอบ</p>
|
596 |
</div>
|
597 |
+
<div style="background: rgba(250, 204, 21, 0.2); backdrop-filter: blur(10px); border-radius: 16px; padding: 20px; text-align: center; border: 1px solid rgba(250, 204, 21, 0.3); transition: all 0.3s ease;" onmouseover="this.style.transform='translateY(-5px)'; this.style.boxShadow='0 10px 25px rgba(250, 204, 21, 0.3)'" onmouseout="this.style.transform='translateY(0)'; this.style.boxShadow='none'">
|
598 |
<div style="font-size: 36px; margin-bottom: 12px;">😐</div>
|
599 |
+
<h4 style="color: #facc15; margin: 0 0 8px 0; font-size: 16px; font-weight: 700;">NEUTRAL</h4>
|
600 |
+
<p style="color: #cbd5e1; margin: 0; font-size: 13px; line-height: 1.4;">ความรู้สึกเป็นกลาง<br>ปกติ, พอใช้ได้, ธรรมดา</p>
|
601 |
</div>
|
602 |
+
<div style="background: rgba(96, 165, 250, 0.2); backdrop-filter: blur(10px); border-radius: 16px; padding: 20px; text-align: center; border: 1px solid rgba(96, 165, 250, 0.3); transition: all 0.3s ease;" onmouseover="this.style.transform='translateY(-5px)'; this.style.boxShadow='0 10px 25px rgba(96, 165, 250, 0.3)'" onmouseout="this.style.transform='translateY(0)'; this.style.boxShadow='none'">
|
603 |
<div style="font-size: 36px; margin-bottom: 12px;">🤔</div>
|
604 |
+
<h4 style="color: #60a5fa; margin: 0 0 8px 0; font-size: 16px; font-weight: 700;">QUESTION</h4>
|
605 |
+
<p style="color: #cbd5e1; margin: 0; font-size: 13px; line-height: 1.4;">ประโยคคำถาม<br>อะไร, ไหน, เมื่อไหร่</p>
|
606 |
</div>
|
607 |
</div>
|
608 |
</div>
|
|
|
611 |
# Footer
|
612 |
gr.HTML("""
|
613 |
<div style="text-align: center; padding: 30px 0 10px 0;">
|
614 |
+
<p style="color: #cbd5e1; font-size: 14px; margin: 0; text-shadow: 0 1px 2px rgba(0,0,0,0.4);">
|
615 |
พัฒนาด้วย ❤️ โดยใช้ Transformers และ Gradio | รองรับโมเดล AI หลากหลาย
|
616 |
</p>
|
617 |
</div>
|
|
|
621 |
def analyze_wrapper(text, model_display_name):
|
622 |
if not text.strip():
|
623 |
return """
|
624 |
+
<div style="padding: 60px 20px; text-align: center; color: #94a3b8; background: rgba(30, 41, 59, 0.9); border-radius: 16px; border: 2px dashed #334155;">
|
625 |
<div style="font-size: 48px; margin-bottom: 16px;">⚠️</div>
|
626 |
+
<h3 style="color: #f87171; margin: 0 0 8px 0;">กรุณาใส่ข้อความ</h3>
|
627 |
<p style="margin: 0; font-size: 14px;">ใส่ข้อความที่ต้องการวิเคราะห์ในช่องด้านบน</p>
|
628 |
</div>
|
629 |
"""
|
|
|
642 |
|
643 |
def clear_text():
|
644 |
return "", """
|
645 |
+
<div style="padding: 60px 20px; text-align: center; color: #94a3b8; background: rgba(30, 41, 59, 0.9); border-radius: 16px; border: 2px dashed #334155;">
|
646 |
<div style="font-size: 48px; margin-bottom: 16px;">🤖</div>
|
647 |
+
<h3 style="color: #f8fafc; margin: 0 0 8px 0;">พร้อมวิเคราะห์ความรู้สึก</h3>
|
648 |
<p style="margin: 0; font-size: 14px;">ใส่ข้อความด้านบนแล้วกดปุ่ม "วิเคราะห์ข้อความ"</p>
|
649 |
</div>
|
650 |
"""
|
|
|
653 |
if text.strip():
|
654 |
return analyze_wrapper(text, model_display_name)
|
655 |
return """
|
656 |
+
<div style="padding: 60px 20px; text-align: center; color: #94a3b8; background: rgba(30, 41, 59, 0.9); border-radius: 16px; border: 2px dashed #334155;">
|
657 |
<div style="font-size: 48px; margin-bottom: 16px;">🤖</div>
|
658 |
+
<h3 style="color: #f8fafc; margin: 0 0 8px 0;">พร้อมวิเคราะห์ความรู้สึก</h3>
|
659 |
<p style="margin: 0; font-size: 14px;">ใส่ข้อความด้านบนแล้วกดปุ่ม "วิเคราะห์ข้อความ"</p>
|
660 |
</div>
|
661 |
"""
|
|
|
694 |
).launch(
|
695 |
server_name="0.0.0.0",
|
696 |
server_port=7860,
|
697 |
+
share=True,
|
698 |
show_error=True,
|
699 |
show_api=False,
|
700 |
quiet=False,
|