initilise

Makefile

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+install:
+	pip install --upgrade pip && \
+		pip install -r requirements.txt
+
+test:
+	python -m pytest -vv --cov=hello --cov=greeting \
+		--cov=smath --cov=web tests
+	python -m pytest -nbval notebook.ipynb # test jupyter note book
+	# python -m pytest -v tests/test_web.py # if you just wat to test wev
+
+debug:
+	python -m pytest -vv --pdb
+
+one-test:
+	python -m pytest -vv tests/test_greeting.py::test_my_name4
+
+format:
+	black *.py
+
+lint :
+	pylint --disable=R,C hello.py
+
+all: install lint test 

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 text block to summarize", lines = 4)
+    gr.Interface(fn=predict, inputs=textbox, outputs="text")
+
+demo.launch()

requirements.txt

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+gradio
+transformers
+tensorflow
+tf-keras