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59 lines (48 loc) · 1.55 KB
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import flask
from flask import request, jsonify
import json
import os
import sys
import openai
openai.api_key = "YOUR_API_KEY"
class GPTAPI:
def generate_text(self, prompt):
pass
class GPTv1:
def generate_text_version1(self, prompt):
response = openai.Completion.create(
engine="davinci",
prompt=prompt,
max_tokens=5
)
return response
class GPTv2:
def generate_text_version2(self, prompt):
response = openai.Completion.create(
engine="davinci-2",
prompt=prompt,
max_tokens=5)
return response
class GPTAdapter(GPTAPI):
def __init__(self, api_version):
if api_version == 1:
self.api = GPTv1()
elif api_version == 2:
self.api = GPTv2()
def generate_text(self, prompt):
if hasattr(self.api, 'generate_text_version1'):
return self.api.generate_text_version1(prompt)
elif hasattr(self.api, 'generate_text_version2'):
return self.api.generate_text_version2(prompt)
app = flask.Flask(__name__)
@app.route('/', methods=['POST'])
def home():
if request.method == 'POST':
api_adapter = GPTAdapter(api_version=2)
data = request.get_json()
prompt = data['prompt']
prompt = 'I am a student and I\'m trying to study and I hope you can provide me with some explanation for' + str(prompt)
response = api_adapter.generate_text(prompt)
return jsonify(response)
if __name__ == "__main__":
app.run()