charles.py

# This is a sample Python script.

import os
import openai

os.environ["OPENAI_API_KEY"] = "keey" #change this to your key
openai.api_key = os.environ["OPENAI_API_KEY"]

f = open("input.txt", "r") #input file
data = "Summarize what needs to be improved in the hospital:\n"
data += f.read()
data += "\nsummary:\n In general, the hospital should \n"

response = openai.Completion.create(
 engine = "davinci-instruct-beta",
 prompt = data,
 temperature = 0.7,
 max_tokens = 64,
 top_p = 1,
 frequency_penalty = 0,
 presence_penalty = 0
)

improvement = response
print(improvement.choices[0].text)

reviews = "Generate Ratings 1-10 based on customer's experience:\n1.Excellent hospital. Great nursing staff. Very clean rooms and they made our stay comfortable. They took great care of my husband! Food needs improvement but that will come in time!!\n2.I brought my girlfriend to the er. she had fell down and I needed to bring her in. I dropped her off and went to park the truck. when I got to the ER the cop working the door wouldn't check me in so I couldn't be in there with her!!! this is outrageous and is in now way acceptable. we will not be returning to your hospital and I will have our baby elsewhere!\n3.Super friendly staff and I saw the Doctor right away.\n4.I’m in the hospital & I’ve been told that my nurse will help me to the bathroom about 10 times but they won’t let me go. And soooorude\nWe had a great experience from start to finish. All the staff were exceptionally helpful & kind. The surgery went very well for my spouse. The stay was very comfortable~for both of us. Thank you for setting the standard of what a Hospital experience ought to be, and for the Get Well card for her too!!!!\n"

rates = "\n1.Rating: 8\n2.Rating:2\n3.Rating:7\n4.Rating:3\n5.Rating:9\n"
f = open("input.txt")

reviewInputs = ""

i = 7
for line in f.readlines():
    if line == "" or line == "\n" or line == "\0":
        break
    reviewInputs = reviewInputs + line + "\t"
    n = str(i)
    num = n + "."
    num += line
    i = i + 1
    reviews = reviews + "\n" + num

reviews += rates



response = openai.Completion.create(
 engine = "davinci-instruct-beta",
 prompt = reviews,
 temperature = 0.3,
 max_tokens = 64,
 top_p = 1,
 frequency_penalty = 0,
 presence_penalty = 0
)

print(response.choices[0].text)

outputRatings = ""

ratings = []
Rates = response.choices[0].text
for line in Rates.split("\n"):

    string = str(line[len(line) - 2:])

    try:
        rating = int(string)
        if rating > 10:
            rating = 10
        outputRatings = outputRatings + str(rating) + "\t"
        ratings.append(rating)
    except ValueError:
        string = str(line[len(line) - 1:])
        rating = int(string)
        outputRatings = outputRatings + string + "\t"
        ratings.append(rating)
        pass
print(outputRatings)
print(ratings)

#ratings is an array, reviewInputs is a string that contains all the reviews