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Runtime error
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4e42957
1
Parent(s):
088871e
Update app.py
Browse files
app.py
CHANGED
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@@ -36,14 +36,14 @@ def bot(history):
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class_embeddings = pd.read_csv('Embeddings/MainClassEmbeddings.csv')
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def classifier(userin):
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clean_in = classification.clean_data(userin, type='String')
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in_emb = classification.sentence_embedder(clean_in, 'Model_bert')
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Number = 10
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broad_scope_predictions = classification.broad_scope_class_predictor(class_embeddings, in_emb, Number, Sensitivity='High')
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return broad_scope_predictions[1]
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# def generateresponse(history):
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@@ -131,7 +131,7 @@ with gr.Blocks(title='Claimed', theme=theme) as demo:
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Use this tool to expand your patent claim into a description. You can also use this tool to generate abstracts and give you ideas about the benefit of an invention by changing the settings in the dropdown menu.
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""")
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gr.Dropdown(["Generate Description", "Generate Abstract", "Benefits of the invention"], label='Choose Generation Type Here')
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with gr.Row(scale=1, min_width=600):
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text1 = gr.Textbox(label="Input",
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@@ -177,14 +177,14 @@ with gr.Blocks(title='Claimed', theme=theme) as demo:
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Click on the link to initiate either an Espacenet or Google Patents classification search using the generated classifications. You can specify which you would like using the dropdown menu.
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""")
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gr.Dropdown(["Google Patent Search", "Espacenet Patent Search"], label='Choose Search
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with gr.Row(scale=1, min_width=600):
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userin = gr.Textbox(label="Input",
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placeholder='Type in your Claim/Description/Abstract Here')
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output = gr.Textbox(label="Output")
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with gr.Row():
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classify_btn = gr.Button("Classify")
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classify_btn.click(fn=classifier, inputs=userin, outputs=output)
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gr.Markdown("""
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class_embeddings = pd.read_csv('Embeddings/MainClassEmbeddings.csv')
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def classifier(userin, searchlink):
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clean_in = classification.clean_data(userin, type='String')
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in_emb = classification.sentence_embedder(clean_in, 'Model_bert')
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Number = 10
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broad_scope_predictions = classification.broad_scope_class_predictor(class_embeddings, in_emb, Number, Sensitivity='High')
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return broad_scope_predictions[1], searchlink
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# def generateresponse(history):
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Use this tool to expand your patent claim into a description. You can also use this tool to generate abstracts and give you ideas about the benefit of an invention by changing the settings in the dropdown menu.
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""")
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gr.Dropdown(["Generate Description", "Generate Abstract", "Benefits of the invention"], label='Choose Generation Type Here', value='Generate Description')
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with gr.Row(scale=1, min_width=600):
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text1 = gr.Textbox(label="Input",
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Click on the link to initiate either an Espacenet or Google Patents classification search using the generated classifications. You can specify which you would like using the dropdown menu.
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""")
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SearchType = gr.Dropdown(["Google Patent Search", "Espacenet Patent Search"], label='Choose Search Type Here', value='Google Patent Search')
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with gr.Row(scale=1, min_width=600):
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userin = gr.Textbox(label="Input",
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placeholder='Type in your Claim/Description/Abstract Here')
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output = gr.Textbox(label="Output")
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with gr.Row():
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classify_btn = gr.Button("Classify")
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classify_btn.click(fn=classifier, inputs=[userin, SearchType] , outputs=output)
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gr.Markdown("""
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