Update app.py
Browse files
app.py
CHANGED
@@ -95,22 +95,32 @@ st.set_page_config(
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layout="wide",
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page_icon="random"
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)
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@st.cache_resource
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def load_chatbot_model():
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# Load the chatbot model
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chatbot_tokenizer, chatbot_model = load_chatbot_model()
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def get_chatbot_response(input_text):
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def load_spacy_models():
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return {
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'es': spacy.load("es_core_news_lg"),
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layout="wide",
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page_icon="random"
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)
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#####################################################################################################
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@st.cache_resource
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def load_chatbot_model():
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try:
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from transformers import BlenderbotTokenizer, BlenderbotForConditionalGeneration
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tokenizer = BlenderbotTokenizer.from_pretrained("facebook/blenderbot-400M-distill")
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model = BlenderbotForConditionalGeneration.from_pretrained("facebook/blenderbot-400M-distill")
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return tokenizer, model
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except Exception as e:
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logger.error(f"Error al cargar el modelo del chatbot: {str(e)}")
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return None, None
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# Load the chatbot model
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chatbot_tokenizer, chatbot_model = load_chatbot_model()
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def get_chatbot_response(input_text):
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if chatbot_tokenizer is None or chatbot_model is None:
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return "Lo siento, el chatbot no está disponible en este momento."
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try:
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inputs = chatbot_tokenizer(input_text, return_tensors="pt")
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reply_ids = chatbot_model.generate(**inputs)
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return chatbot_tokenizer.batch_decode(reply_ids, skip_special_tokens=True)[0]
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except Exception as e:
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logger.error(f"Error al generar respuesta del chatbot: {str(e)}")
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return "Lo siento, hubo un error al procesar tu mensaje."
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########################################################################################################
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def load_spacy_models():
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return {
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'es': spacy.load("es_core_news_lg"),
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