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Update app.py

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  1. app.py +6 -3
app.py CHANGED
@@ -14,12 +14,15 @@ from langchain.docstore.document import Document
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  logging.basicConfig(level=logging.INFO)
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  logger = logging.getLogger(__name__)
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  # Initialize OpenAI API key
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  openai.api_key = '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' # Replace with your API key
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- # Download NLTK data
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- nltk.download('punkt')
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-
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  # Load the ragbench datasets
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  ragbench = {}
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  for dataset in ['covidqa', 'cuad', 'delucionqa', 'emanual', 'expertqa', 'finqa', 'hagrid', 'hotpotqa', 'msmarco', 'pubmedqa', 'tatqa', 'techqa']:
 
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  logging.basicConfig(level=logging.INFO)
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  logger = logging.getLogger(__name__)
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+ # Download all required NLTK data upfront
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+ nltk.download('punkt')
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+ nltk.download('punkt_tab')
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+ nltk.download('averaged_perceptron_tagger')
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+ nltk.download('stopwords')
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+
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  # Initialize OpenAI API key
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  openai.api_key = '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' # Replace with your API key
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  # Load the ragbench datasets
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  ragbench = {}
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  for dataset in ['covidqa', 'cuad', 'delucionqa', 'emanual', 'expertqa', 'finqa', 'hagrid', 'hotpotqa', 'msmarco', 'pubmedqa', 'tatqa', 'techqa']: