Update app.py
Browse files
app.py
CHANGED
@@ -21,14 +21,9 @@ for uploaded_file in uploaded_files:
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st.subheader("Paste the job description")
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txt = st.text_area("Job description")
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vec = TfidfVectorizer()
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tf_idf = vec.fit_transform(data['Resume'])
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st.write(pd.DataFrame(tf_idf.toarray(), columns=vec.get_feature_names_out()))
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from sklearn.metrics.pairwise import cosine_similarity
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cosine_sim = cosine_similarity(tf_idf, tf_idf)
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st.write(cosine_sim)
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st.subheader("Paste the job description")
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txt = st.text_area("Job description")
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txt1 = pd.Series(txt, index = ["Job"])
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st.dataframe(txt1)
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