Create app.py

app.py

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+import gensim.downloader 
+import gradio as gr
+model = gensim.downloader.load("glove-wiki-gigaword-50")
+
+
+description = """
+### Word Embedding Demo App
+Universidade Federal de São Paulo - Escola Paulista de Medicina
+
+The output is Word3 + (Word2 - Word1)
+
+Credits:  
+* Gensim
+* Glove
+"""
+
+Word1 = gr.Textbox()
+Word2 = gr.Textbox()
+Word3 = gr.Textbox()
+label = gr.Label(show_label=True, label="Word4")
+
+def inference(word1, word2, word3):
+    return model.similar_by_vector(model[word3] + model[word2] - model[word1])
+
+examples = [
+    ["woman", "man", "aunt"],  
+    ["woman", "man", "girl"],
+    ["woman", "man", "granddaughter"],
+]
+
+iface = gr.Interface(
+    fn=inference,
+    inputs=[Word1, Word2, Word3],
+    outputs=label,
+    description=description,
+    examples=examples
+    )
+
+iface.launch()