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app.py

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+
+import gradio as gr
+
+title = "🪶 PubMed Summarization Tool"
+
+description = '<p style="text-align:center;"><img src="https://dynomapper.com/images/Google_Search_Console_for_Seo_banner_4.jpg"></p>'
+
+article = "<p style='text-align: center'> ℹ️ This model is fine-tuned using Autotrain on 3000 PubMed summaries</p>"
+
+textbox = gr.Textbox(label="Text to be summarized", lines=2)
+
+text1 = """
+Screening exams find disease before symptoms begin. The goal of screening is to detect disease at its earliest and most treatable stage. 
+In order to be widely accepted and recommended by medical practitioners, a screening program must meet a number of criteria, including reducing 
+the number of deaths from the given disease.
+Screening tests may include lab tests that check blood and other fluids, genetic tests that look for inherited genetic markers linked to disease, 
+and imaging exams that produce pictures of the inside of the body. These tests are typically available to the general population. 
+However, an individual's needs for a specific screening test are based on factors such as age, gender, and family history.
+"""
+
+text2 = """ 
+Low-dose aspirin helps to prevent heart attacks and strokes in people who are at high risk of them. Aspirin is also known as acetylsalicylic 
+acid. Your doctor may suggest that you take a daily low dose if you have had a stroke or a heart attack to help stop you having another one.
+Or, if you're at high risk of heart attack – for example, if you have had heart surgery or if you have chest pain (angina) caused by heart disease.
+If you’re pregnant, you may be recommended to take low-dose aspirin if:
+you’re at risk of high blood pressure (pre-eclampsia)
+you have underlying medical conditions where you have been advised to take low dose aspirin
+you have had several miscarriages or complications in a previous pregnancy
+Only take daily low-dose aspirin if your doctor recommends it. Low-dose aspirin comes as tablets, including tablets that dissolve in a drink of 
+water (soluble) and tablets with a special coating (enteric coated/gastro-resistant) to help to protect your stomach.
+It's available on prescription. You can also buy it from pharmacies. However, if you’re pregnant, or having fertility treatment, low-dose aspirin 
+will need to be prescribed by your doctor, a pregnancy specialist (obstetrician) or a midwife.
+Children are sometimes treated with low-dose aspirin after heart surgery or to treat a rare condition called Kawasaki disease. 
+Children should only take low-dose aspirin if a doctor prescribes it.
+Taking low-dose aspirin to prevent heart attacks and strokes is not the same as taking aspirin for pain relief.
+"""
+
+gr.Interface.load("models/LeaBresson/autotrain-summarization-pubmed-sample-3609596599",
+    inputs=textbox,
+    outputs="text",
+    title=title,
+    description=description,
+    article=article,
+    examples=[[text1], [text2]],
+).launch()