Commit
·
aab69e8
1
Parent(s):
f0c7269
Update app.py
Browse files
app.py
CHANGED
@@ -19,7 +19,7 @@ def read_article(article):
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# Function to compute sentence similarity based on cosine similarity
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def sentence_similarity(sent1, sent2, stopwords):
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words1 = nltk.word_tokenize(sent1)
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words2 = nltk.word_tokenize(sent2)
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words1 = [word.lower() for word in words1 if word.isalnum()]
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words2 = [word.lower() for word in words2 if word.isalnum()]
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@@ -45,6 +45,7 @@ def sentence_similarity(sent1, sent2, stopwords):
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def build_similarity_matrix(sentences, stopwords):
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similarity_matrix = np.zeros((len(sentences), len(sentences)))
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for i in range(len(sentences)):
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for j in range(len(sentences)):
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if i == j: # Skip comparing a sentence to itself
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@@ -76,6 +77,7 @@ def generate_summary(article, top_n=5):
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st.title("Article Summarizer")
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user_article = st.text_area("Enter your article here:")
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translate = st.checkbox("Translate Summary")
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if st.button("Summarize"):
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if user_article:
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@@ -84,9 +86,6 @@ if st.button("Summarize"):
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st.write(summary)
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if translate:
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st.subheader("Translate Summary")
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target_language = st.selectbox("Select Target Language", ["English", "French", "Spanish", "German"])
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if target_language == "English":
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target_language_code = "en"
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elif target_language == "French":
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@@ -98,6 +97,7 @@ if st.button("Summarize"):
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translator = Translator()
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translated_summary = translator.translate(summary, dest=target_language_code)
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st.write(translated_summary.text)
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else:
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st.warning("Please enter an article to summarize.")
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# Function to compute sentence similarity based on cosine similarity
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def sentence_similarity(sent1, sent2, stopwords):
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words1 = nltk.word_tokenize(sent1)
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words2 = nltk.word_tokenize (sent2)
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words1 = [word.lower() for word in words1 if word.isalnum()]
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words2 = [word.lower() for word in words2 if word.isalnum()]
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def build_similarity_matrix(sentences, stopwords):
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similarity_matrix = np.zeros((len(sentences), len(sentences)))
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+
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for i in range(len(sentences)):
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for j in range(len(sentences)):
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if i == j: # Skip comparing a sentence to itself
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st.title("Article Summarizer")
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user_article = st.text_area("Enter your article here:")
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translate = st.checkbox("Translate Summary")
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target_language = st.selectbox("Select Target Language", ["English", "French", "Spanish", "German"])
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if st.button("Summarize"):
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if user_article:
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st.write(summary)
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if translate:
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if target_language == "English":
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target_language_code = "en"
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elif target_language == "French":
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translator = Translator()
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translated_summary = translator.translate(summary, dest=target_language_code)
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st.subheader("Translated Summary:")
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st.write(translated_summary.text)
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else:
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st.warning("Please enter an article to summarize.")
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