Create app.py

app.py

@@ -0,0 +1,39 @@
+from summarization_methods import summary_with_lsa
+from summarization_methods import summary_with_text_rank
+from summarization_methods import summary_with_text_reduction
+from summarization_methods import summary_with_tfidf
+import gradio as gr
+from enum import Enum
+
+class SummarizationMehods(Enum):
+    LSA = 0
+    TextRank = 1
+    TextReduction = 2 
+    TfIdf = 3
+
+
+def summary(text , num_sentences=3 , method = SummarizationMehods(0).name):
+    if method.casefold() == SummarizationMehods(0).name.casefold():
+        summary = summary_with_lsa(text , num_sentences)
+    elif method.casefold()==SummarizationMehods(1).name.casefold():
+        summary = summary_with_text_rank(text , num_sentences )
+    elif method.casefold() == SummarizationMehods(2).name.casefold():
+        summary = summary_with_text_reduction(text , num_sentences)
+        
+    elif method.casefold() == SummarizationMehods(3).name.casefold():
+        summary = summary_with_tfidf(text , num_sentences)
+        
+    return summary
+
+demo = gr.Interface(
+    fn=summary,
+    
+    inputs=[gr.TextArea() , gr.Slider(minimum=1 , maximum=10 , step=1) , 
+            gr.Dropdown(choices=[SummarizationMehods(0).name ,SummarizationMehods(1).name ,
+                                 SummarizationMehods(2).name , SummarizationMehods(3).name])],
+    outputs=gr.Text()
+)
+
+if __name__ == '__main__':
+    
+    demo.launch()