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Update app.py
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app.py
CHANGED
@@ -23,7 +23,7 @@ nlp = spacy.load("en_core_web_sm")
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user_agent = 'QGen/1.0 ([email protected])'
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wiki_wiki = wikipediaapi.Wikipedia(user_agent= user_agent,language='en')
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@st.
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def load_model():
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model_name = "DevBM/t5-large-squad"
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model = T5ForConditionalGeneration.from_pretrained(model_name)
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@@ -182,7 +182,7 @@ with st.sidebar:
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question_complexity = st.selectbox("Select question complexity", ["Simple", "Intermediate", "Complex"])
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if st.button("Generate Questions"):
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if text:
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load_model()
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keywords = extract_keywords(text)
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keyword_sentence_mapping = map_keywords_to_sentences(text, keywords, context_window_size)
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user_agent = 'QGen/1.0 ([email protected])'
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wiki_wiki = wikipediaapi.Wikipedia(user_agent= user_agent,language='en')
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@st.cache_resource(allow_output_mutation=True)
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def load_model():
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model_name = "DevBM/t5-large-squad"
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model = T5ForConditionalGeneration.from_pretrained(model_name)
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question_complexity = st.selectbox("Select question complexity", ["Simple", "Intermediate", "Complex"])
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if st.button("Generate Questions"):
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if text:
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model, tokenizer = load_model()
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keywords = extract_keywords(text)
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keyword_sentence_mapping = map_keywords_to_sentences(text, keywords, context_window_size)
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