create app

README.md

@@ -1,5 +1,5 @@
 ---
-title: Wordnet Demo
+title: WordNet Demo
 emoji: 🏢
 colorFrom: gray
 colorTo: blue

app.py

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+import gradio as gr
+import nltk
+nltk.download('wordnet')
+nltk.download('omw-1.4')
+from nltk.corpus import wordnet
+
+def process_text(language, text):
+	if text is None or text.strip() == '':
+		yield [None, None]
+		return
+
+	lang = 'jpn' if language == 'japanese' else 'eng'
+	synsets = wordnet.synsets(text, lang=lang)
+	definitions = []
+	synonyms = []
+	antonyms = []
+
+	for synset in synsets:
+		definition = synset.definition(lang=lang)
+		if type(definition) is str:
+			definitions.append(definition)
+		else:
+			definitions.extend(definition)
+		for l in synset.lemmas(lang=lang):
+			synonyms.append(l.name())
+			if l.antonyms():
+				antonyms.append(l.antonyms()[0].name())
+	yield ['\n'.join(set(definitions)), ', '.join(set(synonyms))]
+
+app = gr.Interface(
+	title='WordNet Demo',
+	fn=process_text,
+	inputs=[gr.Radio(['english', 'japanese'], value='english', label='language'), gr.Textbox()],
+	outputs=[gr.Textbox(label='definitions'), gr.Textbox(label='synonyms')],
+	allow_flagging='never',
+)
+app.queue(concurrency_count=20)
+app.launch()

requirements.txt

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+gradio
+nltk