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Update app.py
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app.py
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@@ -25,12 +25,22 @@ from sentence_transformers import SentenceTransformer
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huggingface_token = os.environ.get("HUGGINGFACE_TOKEN")
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# Load spaCy model
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nlp = spacy.load("en_core_web_sm")
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# Load SentenceTransformer model
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sentence_model = SentenceTransformer('paraphrase-MiniLM-L6-v2')
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class EnhancedContextDrivenChatbot:
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def __init__(self, history_size=10):
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self.history = []
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huggingface_token = os.environ.get("HUGGINGFACE_TOKEN")
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# Load SentenceTransformer model
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sentence_model = SentenceTransformer('paraphrase-MiniLM-L6-v2')
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def load_spacy_model():
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try:
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# Try to load the model
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return spacy.load("en_core_web_sm")
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except OSError:
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# If loading fails, download the model
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os.system("python -m spacy download en_core_web_sm")
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# Try loading again
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return spacy.load("en_core_web_sm")
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# Load spaCy model
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nlp = load_spacy_model()
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class EnhancedContextDrivenChatbot:
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def __init__(self, history_size=10):
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self.history = []
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