Create app.py

app.py

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+import gradio as gr
+from wordcloud import WordCloud
+import matplotlib.pyplot as plt
+from PIL import Image
+import io
+
+def generate_wordcloud(text):
+    # Create a word cloud
+    wordcloud = WordCloud(width=800, height=800, background_color='white', min_font_size=10).generate(text)
+    
+    # Convert word cloud to an image using BytesIO to handle image in memory
+    plt.figure(figsize=(8, 8), facecolor=None)
+    plt.imshow(wordcloud)
+    plt.axis("off")
+    plt.tight_layout(pad=0)
+    
+    buf = io.BytesIO()
+    plt.savefig(buf, format='png')
+    plt.close()
+    buf.seek(0)
+    image = Image.open(buf)
+    
+    return image
+
+# Create a Gradio interface
+# interface = gr.Interface(fn=generate_wordcloud,
+#                           inputs="text",
+#                           outputs="image")
+
+
+# Create a Gradio interface
+interface = gr.Interface(
+    fn=generate_wordcloud,
+    inputs=gr.Textbox(placeholder="Paste your text here", label="Your Text"),  # Use gr.Textbox directly
+    outputs=gr.Image(type="pil"),  # Use gr.Image for more explicit output definition
+    title="Word Cloud Generator",
+    description="Enter your text in the textbox and generate a word cloud."
+)
+
+interface.launch()