Update app.py

app.py

@@ -96,124 +96,7 @@ pipeline_qa = init_qa_pipeline()
 
 st.header("Intelligent Document Automation")
 
-def get_paragraphs_for_summaries():
-    paras =[]
-    paras.append("""Stephen is a 53 year old gentleman who does general duties police work. He is married and has an
-18 year old daughter at home. He is right hand dominant. Cigarettes nil, alcohol rare, allergies nil.
-DVTe nil. Past medical history hyperlipidemia and reflux testicular cancer in 2000 and right knee
-reconstruction in 1987. Medications include Nexium and Crestor.""")
-    paras.append("""History presenting complaint: Right knee and right elbow injuries. On 12 January 2020, while at work
-he was trying to apprehend a stolen vehicle. The deployed some road spikes onto the road. The
-stolen vehicle went over the road spikes. He was attempting to retrieve the spikes to prevent
-damage to civilian and police vehicles and while he was doing that, he was hit by a police vehicle
-coming from behind. The police vehicle was approximately doing 50 km/hr. The headlight of the
-police car stuck him on the lateral aspect of the right knee. He jumped in the air and flicked in the air
-with his right elbow also hitting the police car before he flung over a barrier. He was able to mobilise
-afterwards when the adrenaline was taking effect. After he cooled down that night he developed
-significant pain in both the elbow and the knee. The elbow seemed to have settled with time but he
-has got slight discomfort on the lateral epicondyle of the right elbow but otherwise no instability,
-clicking, locking or catching of the elbow.""")
-    paras.append("""His knee has medial sided pain. It is an annoying type of pain that is present at rear and with activity.
-It feels like it is getting slightly better but his main problem is that he cannot still fully flex his knee as
-he used to do before the accident. He has noticed some clicking ad a little bit of swelling in the knee.
-He has had no instability but he is still a little bit stiff when he first gets up. He has been treated with
-4 sessions of physiotherapy. He has had two operations on this knee before when it was
-reconstructed which was an open procedure and an anthroscopy later to shave off the cartilage. He
-never got back to playing rugby after his reconstruction but he was able to do martial arts and all his
-policing duties without any problem.""")
-    paras.append("""He is mildly overweight, normal gait and no effusion in the knee and a range of motion of 0 to 110
-degrees which cannot be improved passively. His right elbow has full range of motion and is stable.
-He has had an Xray on right elbow showing no fracture and an xray of knee showed early medial
-compartment osteoarthritis. He has got new clicking in his knee and has been advised to get an MRI
-scan.""")
-    paras.append("""As far as his right elbow is concerned, he should reduce weight lifting activity and any repetitive right
-upper limb activity that causes any discomfort. His right knee requires an MRI scan to look for any
-loose bodies and I will see him with the results of the scan. In the meantime, he can continue with
-his general policing duties which he has anyways been doing since the accident""")
-    return paras
-    
-def get_paragraphs_for_entities():
-    paras =[]
-    paras.append("""18 February2020
-Dr Christine Fowler""")
-    paras.append("""Dear Christine,
-Re: Stephen Parrot""")
-    paras.append("""Stephen is a 53 year old gentleman who does general duties police work. He is married and has an
-18 year old daughter at home. He is right hand dominant. Cigarettes nil, alcohol rare, allergies nil.
-DVTe nil. Past medical history hyperlipidemia and reflux testicular cancer in 2000 and right knee
-reconstruction in 1987. Medications include Nexium and Crestor.""")
-    paras.append("""History presenting complaint: Right knee and right elbow injuries. On 12 January 2020, while at work
-he was trying to apprehend a stolen vehicle. The deployed some road spikes onto the road. The
-stolen vehicle went over the road spikes. He was attempting to retrieve the spikes to prevent
-damage to civilian and police vehicles and while he was doing that, he was hit by a police vehicle
-coming from behind. The police vehicle was approximately doing 50 km/hr. The headlight of the
-police car stuck him on the lateral aspect of the right knee. He jumped in the air and flicked in the air
-with his right elbow also hitting the police car before he flung over a barrier. He was able to mobilise
-afterwards when the adrenaline was taking effect. After he cooled down that night he developed
-significant pain in both the elbow and the knee. The elbow seemed to have settled with time but he
-has got slight discomfort on the lateral epicondyle of the right elbow but otherwise no instability,
-clicking, locking or catching of the elbow.""")
-    paras.append("""His knee has medial sided pain. It is an annoying type of pain that is present at rear and with activity.
-It feels like it is getting slightly better but his main problem is that he cannot still fully flex his knee as
-he used to do before the accident. He has noticed some clicking ad a little bit of swelling in the knee.
-He has had no instability but he is still a little bit stiff when he first gets up. He has been treated with
-4 sessions of physiotherapy. He has had two operations on this knee before when it was
-reconstructed which was an open procedure and an anthroscopy later to shave off the cartilage. He
-never got back to playing rugby after his reconstruction but he was able to do martial arts and all his
-policing duties without any problem.""")
-    paras.append("""He is mildly overweight, normal gait and no effusion in the knee and a range of motion of 0 to 110
-degrees which cannot be improved passively. His right elbow has full range of motion and is stable.
-He has had an Xray on right elbow showing no fracture and an xray of knee showed early medial
-compartment osteoarthritis. He has got new clicking in his knee and has been advised to get an MRI
-scan.""")
-    paras.append("""As far as his right elbow is concerned, he should reduce weight lifting activity and any repetitive right
-upper limb activity that causes any discomfort. His right knee requires an MRI scan to look for any
-loose bodies and I will see him with the results of the scan. In the meantime, he can continue with
-his general policing duties which he has anyways been doing since the accident""")
-    paras.append("""Kind regards,
-Dr Jason Sanders""")
-    return paras
-    
-def get_text_from_ocr_engine():
 
-    return """18 February2020
-Dr Christine Fowler
-Dear Christine,
-Re: Stephen Parrot
-Stephen is a 53 year old gentleman who does general duties police work. He is married and has an
-18 year old daughter at home. He is right hand dominant. Cigarettes nil, alcohol rare, allergies nil.
-DVTe nil. Past medical history hyperlipidemia and reflux testicular cancer in 2000 and right knee
-reconstruction in 1987. Medications include Nexium and Crestor.
-History presenting complaint: Right knee and right elbow injuries. On 12 January 2020, while at work
-he was trying to apprehend a stolen vehicle. The deployed some road spikes onto the road. The
-stolen vehicle went over the road spikes. He was attempting to retrieve the spikes to prevent
-damage to civilian and police vehicles and while he was doing that, he was hit by a police vehicle
-coming from behind. The police vehicle was approximately doing 50 km/hr. The headlight of the
-police car stuck him on the lateral aspect of the right knee. He jumped in the air and flicked in the air
-with his right elbow also hitting the police car before he flung over a barrier. He was able to mobilise
-afterwards when the adrenaline was taking effect. After he cooled down that night he developed
-significant pain in both the elbow and the knee. The elbow seemed to have settled with time but he
-has got slight discomfort on the lateral epicondyle of the right elbow but otherwise no instability,
-clicking, locking or catching of the elbow.
-His knee has medial sided pain. It is an annoying type of pain that is present at rear and with activity.
-It feels like it is getting slightly better but his main problem is that he cannot still fully flex his knee as
-he used to do before the accident. He has noticed some clicking ad a little bit of swelling in the knee.
-He has had no instability but he is still a little bit stiff when he first gets up. He has been treated with
-4 sessions of physiotherapy. He has had two operations on this knee before when it was
-reconstructed which was an open procedure and an anthroscopy later to shave off the cartilage. He
-never got back to playing rugby after his reconstruction but he was able to do martial arts and all his
-policing duties without any problem.
-He is mildly overweight, normal gait and no effusion in the knee and a range of motion of 0 to 110
-degrees which cannot be improved passively. His right elbow has full range of motion and is stable.
-He has had an Xray on right elbow showing no fracture and an xray of knee showed early medial
-compartment osteoarthritis. He has got new clicking in his knee and has been advised to get an MRI
-scan.
-As far as his right elbow is concerned, he should reduce weight lifting activity and any repetitive right
-upper limb activity that causes any discomfort. His right knee requires an MRI scan to look for any
-loose bodies and I will see him with the results of the scan. In the meantime, he can continue with
-his general policing duties which he has anyways been doing since the accident.
-Kind regards,
-Dr Jason Sanders"""
 
 with st.sidebar:
     selected_menu = option_menu("Select Option",