fix

utils/summary_utils.py

@@ -6,7 +6,6 @@ from utils.tag_utils import filter_tags
 AiSummaryVersion = 4
 summarization_pipeline = pipeline("summarization", model="csebuetnlp/mT5_multilingual_XLSum")
 en_translation_pipe = pipeline("translation", model="Helsinki-NLP/opus-mt-mul-en")
-classification_pipe = pipeline("text-classification", model="Yueh-Huan/news-category-classification-distilbert")
 text_to_tags_pipe = pipeline('text2text-generation', model='models/text2tags')
 
 
@@ -17,9 +16,7 @@ def summarize(id: str, text: str):
         }
     summary = get_summarization(text) if len(text) > 100 else text
     translated = get_en_translation(summary)
-    tags1 = get_classification(translated)
-    tags2 = get_tags(translated)
-    tags = filter_tags(tags1 + tags2)
+    tags = get_tags(translated)
     tags = sorted(list(set(tags)))
 
     value = {
@@ -68,16 +65,3 @@ def get_tags(text: str):
         return [tag.strip() for tag in tag_str.split(',')]
     except:
         return []
-
-
-def get_classification(text: str):
-    if text is None:
-        return []
-    try:
-        result = classification_pipe(text)
-        if isinstance(result, list):
-            return [tag['label'].strip() for tag in result if tag['score'] > 0.75]
-        else:
-            return [result['label'].strip()] if result['score'] > 0.75 else []
-    except:
-        return []