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generate_completions.py
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import os
import json
import openai
from time import time,sleep
def open_file(filepath):
with open(filepath, 'r', encoding='utf-8') as infile:
return infile.read()
def save(content, file):
with open(file, 'w', encoding='utf-8') as outfile:
outfile.write(content)
openai.api_key = open_file('openaiapikey.txt')
def gpt3_completion(prompt, engine='text-davinci-002', temp=0.7, top_p=1.0, tokens=1000, freq_pen=0.0, pres_pen=0.0, stop=['<<END>>']):
max_retry = 5
retry = 0
while True:
try:
response = openai.Completion.create(
engine=engine,
prompt=prompt,
temperature=temp,
max_tokens=tokens,
top_p=top_p,
frequency_penalty=freq_pen,
presence_penalty=pres_pen,
stop=stop)
text = response['choices'][0]['text'].strip()
filename = '%s_gpt3.txt' % time()
with open('gpt3_logs/%s' % filename, 'w') as outfile:
outfile.write('PROMPT:\n\n' + prompt + '\n\n==========\n\nRESPONSE:\n\n' + text)
return text
except Exception as oops:
retry += 1
if retry >= max_retry:
return "GPT3 error: %s" % oops
print('Error communicating with OpenAI:', oops)
sleep(1)
if __name__ == '__main__':
files = os.listdir('prompts/')
for file in files:
prompt = open_file('prompts/' + file)
completion = gpt3_completion(prompt)
print('\n\n###########################\n\n', file, completion)
save(completion, 'completions/' + file)