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Runtime error
Runtime error
Changing to paste in text for input since the wikipedia api doesn't work.
Browse files
app.py
CHANGED
@@ -3,15 +3,16 @@ import wikipedia
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from transformers import pipeline
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import os
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-
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os.environ["CUDA_VISIBLE_DEVICES"] = "0"
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def summarize(text):
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summarizer = pipeline("summarization")
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summary_text = summarizer(text, max_length=100, min_length=5, do_sample=False)[0]['summary_text']
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print(f'Length of initial text: {len(text)}')
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@@ -19,6 +20,7 @@ def summarize(text):
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print(summary_text)
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return summary_text
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def greet(name):
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return "Hello " + name.orig_name + "!!"
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@@ -32,9 +34,9 @@ def search_wiki(text):
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def get_wiki(search_term):
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text = wikipedia.summary(search_term)
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orig_text_len = len(
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text = summarize(
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sum_length = len(text)
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return [text, orig_text_len, sum_length]
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@@ -49,9 +51,9 @@ out_sum_text_len = gr.Number(label='Summarized Text Length')
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iface = gr.Interface(fn=get_wiki,
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inputs=gr.Textbox(lines=50, placeholder="Wikipedia search term here...", label='Search Term'),
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outputs=[out_sum_text,out_orig_test_len,out_sum_text_len],
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title='Article Summary',
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description='Paste in an article and it will be summarized',
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sample_inputs='guardians of the galaxy'
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)
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iface.launch() # To create a public link, set `share=True` in `launch()`.
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from transformers import pipeline
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import os
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# Setting to use the 0th GPU
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os.environ["CUDA_VISIBLE_DEVICES"] = "0"
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def summarize(text):
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# Setting to use the bart-large-cnn model for summarization
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summarizer = pipeline("summarization")
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# To use the t5-base model for summarization:
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# summarizer = pipeline("summarization", model="t5-base", tokenizer="t5-base", framework="tf")
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summary_text = summarizer(text, max_length=100, min_length=5, do_sample=False)[0]['summary_text']
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print(f'Length of initial text: {len(text)}')
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print(summary_text)
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return summary_text
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def greet(name):
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return "Hello " + name.orig_name + "!!"
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def get_wiki(search_term):
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# text = wikipedia.summary(search_term)
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orig_text_len = len(search_term)
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text = summarize(search_term)
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sum_length = len(text)
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return [text, orig_text_len, sum_length]
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iface = gr.Interface(fn=get_wiki,
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inputs=gr.Textbox(lines=50, placeholder="Wikipedia search term here...", label='Search Term'),
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outputs=[out_sum_text, out_orig_test_len, out_sum_text_len],
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title='Article Summary',
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description='Paste in an article and it will be summarized',
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sample_inputs='guardians of the galaxy'
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)
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iface.launch() # To create a public link, set `share=True` in `launch()`.
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