update app.py

app.py

@@ -1,23 +1,56 @@
-import gradio as gr
-from transformers import pipeline
-
-# Pipeline-ni o'rnatish
-pipe = pipeline("text-classification", model="AbrorBalxiyev/my_awesome_model")
-
-# Klassifikatsiya funksiyasi
-def classify_text(text):
-    results = pipe(text)
-    output = {result['label']: f"{result['score'] * 100:.2f}%" for result in results}
-    return output
-
-# Gradio interfeysini yaratish
-with gr.Blocks() as demo:
-    gr.Markdown("## Text Classification Pipeline")
-    text_input = gr.Textbox(label="Enter Text", placeholder="Type something here...")
-    output_label = gr.Label(label="Classification Results")
-    classify_button = gr.Button("Classify")
-    
-    classify_button.click(classify_text, inputs=text_input, outputs=output_label)
-
-# Interfeysni ishga tushirish
-demo.launch()
+from transformers import pipeline
+import gradio as gr
+
+# Pipeline
+pipe = pipeline("text-classification", model="AbrorBalxiyev/my_awesome_model", return_all_scores=True)
+
+# Gradio interfeysi uchun funksiyani qayta yozish
+def classify_text(text):
+    results = pipe(text)[0]
+    results.sort(key=lambda x: x["score"], reverse=True)
+    result = ""
+    for item in results:
+        percentage = item["score"] * 100
+        result += f"{item['label']}: {percentage:.1f}%\n"
+    
+    return result
+# Gradio interfeysi
+iface = gr.Interface(
+    fn=classify_text,
+    inputs=[
+        gr.Textbox(
+            placeholder="Enter text to classify...",
+            label=None,
+            lines=3
+        )
+    ],
+    outputs=gr.HTML(),
+    title="Text Category Classification",
+    css="""
+        .gradio-container {
+            font-family: Arial, sans-serif;
+        }
+        .gradio-interface {
+            max-width: 800px !important;
+        }
+        #component-0 {
+            border-radius: 8px;
+            border: 1px solid #ddd;
+        }
+        .submit-button {
+            background-color: #ff6b33 !important;
+        }
+        .clear-button {
+            background-color: #f0f0f0 !important;
+            color: #333 !important;
+        }
+    """,
+    examples=[
+        ["Messi jahon chempioni bo'ldi"],
+        ["Yangi iPhone 15 Pro Max sotuvga chiqdi"],
+        ["Kitob o'qish foydali"],
+        ["Toshkentda ob-havo issiq"]
+    ]
+)
+
+iface.launch(share=True)