Create app.py

app.py

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+import openai
+
+openai.api_key = "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"
+
+def convert_text_to_structured(text):
+    prompt = f"Unstructured medical notes:\n\"{text}\"\nStructured format:\n1. Patient Information:\n2. Chief Complaint:\n3. Medical History:\n4. Physical Examination Findings:\n5. Diagnostic Tests:\n6. Diagnosis:\n7. Treatment:\n8. Disposition:\n"
+
+    response = openai.Completion.create(
+        engine="gpt-3.5-turbo-instruct",
+        prompt=prompt,
+        max_tokens=300
+    )
+
+    structured_data = response["choices"][0]["text"]
+    return structured_data
+
+import gradio as gr
+
+def convert_text(input_text):
+    return convert_text_to_structured(input_text)
+
+iface = gr.Interface(fn=convert_text, inputs="text", outputs="text")
+iface.launch(share=True)