add aplication file

Makefile

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+install:
+	pip install --upgrade pip &&\
+		pip install -r requirements.txt
+test:
+	python -m pytest -vvv --cov=App_Cover --cov=greeting \
+		--cov=smath --cov=web tests
+	python -m pytest --nbval notebook.ipynb #test our jupyter notebook
+	python -m pytest -v tests/test_web.py #to test web
+debug:
+	python -m pytest -vv --pdb
+one-test:
+	python -m pytest -vv tests/test_greeting.py::test_my_name
+format:
+	black *.py
+lint:
+	pylint --disable=R,C *.py
+all: install lint test format

app.py

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+from transformers import pipeline
+import gradio as gr
+
+model= pipeline("summarization")
+
+def predict(prompt):
+    summary= model(prompt)[0]["summary_text"]
+    return summary
+
+with gr.Blocks() as demo:
+    textbox= gr.Textbox(placeholder="Enter your text to summarize", lines=4)
+    gr.interface(fn=predict, inputs=textbox, outputs="text")
+
+demo.launch()

requirements.txt

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+gradio
+transformers
+tensorflow