Update pages/documentation.py
Browse files- pages/documentation.py +1 -3
pages/documentation.py
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@@ -37,9 +37,7 @@ df = df.replace(np.nan, '')
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st.write("The dataframe's colmumns of metadata are then concatenated into a single combined text in a new column. It is therefore on this new column that the different embeddings models will be applied to encode this combined text and output a single vector embedding.")
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st.code("""
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df = df.astype(str)
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df["combined"] =
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"Title: " + df.title_s + ". " + df.subTitle_s + ". Authors :" + df.authFullName_s + ". Publication date :" + df.producedDate_s + ". Journal title :" + df.journalTitle_s + ". Publisher :" + df.journalPublisher_s + ". Astract : " + df.abstract_s
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""", language='python')
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st.subheader(":blue[Huggingface open models for Embeddings]")
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st.write("The dataframe's colmumns of metadata are then concatenated into a single combined text in a new column. It is therefore on this new column that the different embeddings models will be applied to encode this combined text and output a single vector embedding.")
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st.code("""
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df = df.astype(str)
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df["combined"] = df.title_s + ". " + df.subTitle_s + ". " +df.abstract_s
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""", language='python')
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st.subheader(":blue[Huggingface open models for Embeddings]")
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