Update app.py

app.py

@@ -1,37 +1,37 @@
 import gradio as gr
+from transformers import pipeline
 
-context = "What should be documented in a care plan?\n"
-context = context + "Regardless of what your preferences are, your care plan should include:\n"
-context = context + "What your assessed care needs are.\n"
-context = context + "What type of support you should receive.\n"
-context = context + "Your desired outcomes.\n"
-context = context + "Who should provide care.\n"
-context = context + "When care and support should be provided.\n"
-context = context + "Records of care provided.\n"
-context = context + "Your wishes and personal preferences.\n"
-context = context + "The costs of the services.\n"
+context = ""
+def SetContext(textfile):
+             with open(textfile, 'r') as file:
+                     context = file.read()
+SetContext('WritingCarePlans.txt')
+question = "What should be documented in a care plan?"
+title = "Transformers - Sentence to Paragraph - For Mindfulness"
+examples = [
+    ["Break the cycle of stress and anxiety"],
+    ["Feel calm in stressful situations"],
+    ["Deal with work pressure"],
+    ["Learn to reduce feelings of overwhelmed"]
+]
+model1 = gr.Interface.load("huggingface/deepset/roberta-base-squad2")
 
-context = context + "Dimensions\n"
-context = context + "1-Ontology of Plan\n"
-context = context + "2-Problems as evidenced by Signs of Systems\n"
-context = context + "3-Assessment of Needs\n"
-context = context + "4-Questions about problems faced\n"
-context = context + "5-Goals for long and short term improvements\n"
-context = context + "6-Knowledge-Behavior-Status Quality Measures\n"
-context = context + "7-Intervention List of Options\n"
-context = context + "8-Quality Measures\n"
-context = context + "9-Pathways Available\n"
+def f1(x):
+    return model1(x)
 
-with open('WritingCarePlans.txt', 'r') as file:
-        context = file.read()
 
-question = "What should be documented in a care plan?"
+demo = gr.Blocks()
+with demo:
+             inputs1=[gr.inputs.Textbox(lines=40, default=context, label="Context paragraph"),gr.inputs.Textbox(lines=10, default=question, label="Question")]
+             out1=gr.Textbox()
+             b1 = gr.Button("roberta")
+    """
+    # Enter a new context paragraph or new question to ask questions about the context content
+    """)
+    inp = gr.Textbox(placeholder="What is a care plan for?")
 
-gr.Interface.load(
-             "huggingface/deepset/roberta-base-squad2",
-             theme="default",
-             css=".footer{display:none !important}",
-             inputs=[gr.inputs.Textbox(lines=40, default=context, label="Context paragraph"), gr.inputs.Textbox(lines=10, default=question, label="Question")],
-             outputs=[gr.outputs.Textbox(label="Answer"), gr.outputs.Textbox(label="Score")],
-             title=None,
-             description="Provide your own paragraph and ask any question about the text. How well does the model answer?").launch()
+    inp.change(fn=f1, 
+               inputs=inputs1,
+               outputs=out1)
+               
+demo.launch()