smfaiz commited on
Commit
baaf744
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1 Parent(s): cd8d72a

Update app.py

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Files changed (1) hide show
  1. app.py +5 -3
app.py CHANGED
@@ -19,7 +19,8 @@ from transformers import pipeline
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  # from transformers import AutoTokenizer, AutoModelForSeq2SeqLM
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- from transformers import AutoTokenizer, PegasusXForConditionalGeneration
 
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  def search_related_articles_crossref(query, max_results=3):
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  """Search for related articles using CrossRef API."""
@@ -64,8 +65,9 @@ def extract_text_from_html(url):
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  except Exception as e:
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  return f"Error extracting text: {str(e)}"
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- model = PegasusXForConditionalGeneration.from_pretrained("google/pegasus-x-base")
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- tokenizer = AutoTokenizer.from_pretrained("google/pegasus-x-large")
 
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  def summarize_article(article_text):
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  """Summarize a given article's text."""
 
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  # from transformers import AutoTokenizer, AutoModelForSeq2SeqLM
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+ from transformers import T5Tokenizer, T5ForConditionalGeneration
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+
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  def search_related_articles_crossref(query, max_results=3):
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  """Search for related articles using CrossRef API."""
 
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  except Exception as e:
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  return f"Error extracting text: {str(e)}"
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+
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+ tokenizer = T5Tokenizer.from_pretrained("google-t5/t5-small")
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+ model = T5ForConditionalGeneration.from_pretrained("google-t5/t5-small")
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  def summarize_article(article_text):
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  """Summarize a given article's text."""