Update app.py
Browse files
app.py
CHANGED
@@ -4,6 +4,7 @@ from transformers import AutoTokenizer, AutoModel
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import torch
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import pandas as pd
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import base64
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styleBase64 = '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'
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style = base64.b64decode(styleBase64).decode("ascii")
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@@ -37,7 +38,7 @@ embeddings_dataset.add_faiss_index(column="embeddings")
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def get_html(row):
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result = f"""<div style='font-size:16pt'>{row.title} <font style='font-size:10pt'>[{row.origin}]</font> </div>
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<div style='font-size:8pt'>{row.path}</div>
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{row.content}<br><a href='{row.url}' target='_blank'>Link</a>"""
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return result
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def find(question):
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import torch
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import pandas as pd
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import base64
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import html
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styleBase64 = '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'
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style = base64.b64decode(styleBase64).decode("ascii")
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def get_html(row):
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result = f"""<div style='font-size:16pt'>{row.title} <font style='font-size:10pt'>[{row.origin}]</font> </div>
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<div style='font-size:8pt'>{row.path}</div>
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{htnl.escape(row.content)}<br><a href='{row.url}' target='_blank'>Link</a>"""
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return result
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def find(question):
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