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import json
import csv
from openai import OpenAI
import random
token = 0
client = OpenAI()
# 读取JSONL文件
filename = 'C:/Users/94427/kashiwa/DISC-Assignment/Experiment/TriviaQA/val_triviaqa.csv'
data = []
with open(filename, newline='',encoding="utf-8") as csvfile:
reader = csv.DictReader(csvfile)
files = 'TriviaQA_GPT3.5Turbo_answers.csv'
with open(files, 'w', newline='',encoding='utf-8') as csvfile:
writer = csv.writer(csvfile)
# 提取内容
# 逐行读取CSV文件
for row in reader:
context = row['context']+row['question']
response = client.chat.completions.create(
# model="ft:gpt-3.5-turbo-0125:personal:arg-quality-0328:97kBFgug",
model="gpt-3.5-turbo-0125",
temperature=0,
messages=[
{"role": "system", "content":"As a reading comprehension expert, you will receive context and question. Please understand the given Context first and then output the answer of the question based on the Context" },
{"role": "user", "content": str(context)}
]
)
answer = response.choices[0].message.content
token += response.usage.total_tokens
print(f"已消耗Token：{token}")
print(answer)
writer.writerow([answer])
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