Update app.py

app.py

@@ -1,3 +1,4 @@
+
 import torch
 import wikipedia
 from transformers import pipeline
@@ -27,7 +28,7 @@ gen_pipe = pipeline(
     model_kwargs=llm_model_kwargs,
     device_map=llm_device_map
 )
-print("\\n Modeller Hazır!")
+print("\n✅ Modeller Hazır!")
 
 # --- Wikipedia Fonksiyonu ---
 wikipedia.set_lang("tr")
@@ -42,7 +43,7 @@ def get_wiki_summary(term):
 # --- LLM ile Etiket Rafine Etme Fonksiyonu ---
 def refine_label_with_llm(entity_text, wiki_context, custom_label_definitions):
     labels_str = ", ".join(custom_label_definitions.keys())
-    label_definitions_str = " ".join(
+    label_definitions_str = "\n".join(
         [f"- {k}: {v}" for k, v in custom_label_definitions.items()]
     )
 
@@ -123,7 +124,7 @@ Gerekçe:
 
     final_label = "MISC"
     try:
-        cevap_satiri = [line for line in full_output.split(' ') if 'Cevap:' in line][-1]
+        cevap_satiri = [line for line in full_output.split('\n') if 'Cevap:' in line][-1]
         raw_label = cevap_satiri.split('Cevap:')[-1].strip().upper()
 
         valid_labels = list(custom_label_definitions.keys()) + ["UNKNOWN"]
@@ -181,34 +182,21 @@ def process_ner_request(text):
     results = advanced_ner_pipeline(text, custom_label_definitions)
 
     # Sonuçları daha okunaklı bir formatta string olarak döndür
-    formatted_output = """<table style='width:100%; border-collapse: collapse;'>
-"""
-    formatted_output += "  <tr style='background-color: #f2f2f2; border: 1px solid #ddd;'>
-"
-    formatted_output += "    <th style='padding: 8px; text-align: left; border: 1px solid #ddd;'>VARLIK</th>
-"
-    formatted_output += "    <th style='padding: 8px; text-align: left; border: 1px solid #ddd;'>İLK ETİKET</th>
-"
-    formatted_output += "    <th style='padding: 8px; text-align: left; border: 1px solid #ddd;'>RAG SONRASI</th>
-"
-    formatted_output += "    <th style='padding: 8px; text-align: left; border: 1px solid #ddd;'>KAYNAK</th>
-"
-    formatted_output += "  </tr>
-"
+    formatted_output = """<table style='width:100%; border-collapse: collapse;'>\n"""
+    formatted_output += "  <tr style='background-color: #f2f2f2; border: 1px solid #ddd;'>\n"
+    formatted_output += "    <th style='padding: 8px; text-align: left; border: 1px solid #ddd;'>VARLIK</th>\n"
+    formatted_output += "    <th style='padding: 8px; text-align: left; border: 1px solid #ddd;'>İLK ETİKET</th>\n"
+    formatted_output += "    <th style='padding: 8px; text-align: left; border: 1px solid #ddd;'>RAG SONRASI</th>\n"
+    formatted_output += "    <th style='padding: 8px; text-align: left; border: 1px solid #ddd;'>KAYNAK</th>\n"
+    formatted_output += "  </tr>\n"
 
     for item in results:
-        formatted_output += "  <tr style='border: 1px solid #ddd;'>
-"
-        formatted_output += f"    <td style='padding: 8px; text-align: left; border: 1px solid #ddd;'>{item['entity']}</td>
-"
-        formatted_output += f"    <td style='padding: 8px; text-align: left; border: 1px solid #ddd;'>{item['initial_label']}</td>
-"
-        formatted_output += f"    <td style='padding: 8px; text-align: left; border: 1px solid #ddd;'>{item['final_label']}</td>
-"
-        formatted_output += f"    <td style='padding: 8px; text-align: left; border: 1px solid #ddd;'>{item['source']}</td>
-"
-        formatted_output += "  </tr>
-"
+        formatted_output += "  <tr style='border: 1px solid #ddd;'>\n"
+        formatted_output += f"    <td style='padding: 8px; text-align: left; border: 1px solid #ddd;'>{item['entity']}</td>\n"
+        formatted_output += f"    <td style='padding: 8px; text-align: left; border: 1px solid #ddd;'>{item['initial_label']}</td>\n"
+        formatted_output += f"    <td style='padding: 8px; text-align: left; border: 1px solid #ddd;'>{item['final_label']}</td>\n"
+        formatted_output += f"    <td style='padding: 8px; text-align: left; border: 1px solid #ddd;'>{item['source']}</td>\n"
+        formatted_output += "  </tr>\n"
     formatted_output += "</table>"
     return formatted_output
 
@@ -224,3 +212,4 @@ iface = gr.Interface(
 # --- Gradio Uygulamasını Başlat ---
 if __name__ == "__main__":
     iface.launch(share=True)
+