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app.py

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+import os
+import subprocess
+import gradio as gr
+
+# space setup
+subprocess.run('python -m spacy download en_core_web_sm', shell=True)
+
+import pke
+from spacy.lang import ja
+
+def fn_pke(text, n=10):
+    extractor = pke.unsupervised.MultipartiteRank()
+    extractor.load_document(input=text, language='ja', normalization=None)
+    extractor.candidate_selection()
+    extractor.candidate_weighting()
+    res = extractor.get_n_best(n=n)
+    
+    return "\n".join([k for k, v in res])
+
+gr.Interface(
+    fn=fn_pke,
+    inputs="text",
+    outputs="text").launch()

requirements.txt

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+git+https://github.com/boudinfl/pke.git