Create app.py

app.py

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+import torch
+import gradio  as  gr
+
+# Use a pipeline as a high-level helper
+from transformers import pipeline
+
+text_summary = pipeline("summarization", model="sshleifer/distilbart-xsum-9-6",
+                torch_dtype=torch.bfloat16)
+
+
+#model_path =("../models/models--sshleifer--distilbart-xsum-9-6/snapshots"
+        #     "/28dfbe915f475094642bf8c7dba2ba8a8e85b432")
+#text_summary = pipeline("summarization", model=model_path,
+   #             torch_dtype=torch.bfloat16)
+
+
+#text=("India, officially the Republic of India,[j][20] is a country in South Asia. "
+   #   "It is the seventh-largest country by area; the most populous country since 2023;[21]"
+    #  " and, since its independence in 1947, the world's most populous democracy.[22][23][24] Bounded by "
+     # "the Indian Ocean on the south, "
+      #"the Arabian Sea on the southwest, and the Bay of Bengal on the southeast, it shares land borders"
+      #" with Pakistan to the west;"
+      #"[k] China, Nepal, and Bhutan to the north; and Bangladesh and Myanmar to the east. In the Indian Ocean, "
+      #"India is near Sri Lanka and the Maldives; "
+#"its Andaman and Nicobar Islands share a maritime border with Thailand, Myanmar, and Indonesia.")
+
+
+#print(text_summary(text));
+
+def summary(input):
+    output = text_summary(input)
+    return output[0]['summary_text']
+
+gr.close_all()
+
+#demo=gr.Interface(fn=summary,inputs="text",outputs="text")
+demo = gr.Interface(fn=summary,
+                    inputs=[gr.Textbox(label="Input Text to Summarize",lines=6)],
+
+                    outputs=[gr.Textbox(label="summarized text",lines=4)],
+                    title="AMRITA TEXT SUMMARIZER",
+                    description="THIS APPLICATION IS USED TO SUMMARIZE THE TEXT")
+
+
+
+
+
+demo.launch(share=True)
+