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import openai
import re
def compare_with_chatgpt_job_title(text1, text2, openai_api_key):
openai.api_key = openai_api_key
prompt = f"Compare the following two texts and determine if they match in job title . Return 1 for match and 0 for no match.\n\nText 1: {text1}\n\nText 2: {text2}"
response = openai.ChatCompletion.create(
model="gpt-3.5-turbo",
messages=[
{"role": "system", "content": "You are an assistant that helps compare texts for matching job titles "},
{"role": "user", "content": prompt}
],
max_tokens=100
)
# Extract the response content
result = response.choices[0].message['content'].strip()
# Check if the response contains '1' or '0' and return the corresponding integer
if '1' in result:
return 1
elif '0' in result:
return 0
else:
raise ValueError(f"Unexpected response: {result}")
def compare_with_chatgpt_education(text1, text2, openai_api_key):
openai.api_key = openai_api_key
prompt = f"Compare the following two texts and determine if they match in education . Return 1 for match and 0 for no match.\n\nText 1: {text1}\n\nText 2: {text2}"
response = openai.ChatCompletion.create(
model="gpt-3.5-turbo",
messages=[
{"role": "system", "content": "You are an assistant that helps compare texts for matching education "},
{"role": "user", "content": prompt}
],
max_tokens=100
)
# Extract the response content
result = response.choices[0].message['content'].strip()
# Check if the response contains '1' or '0' and return the corresponding integer
if '1' in result:
return 1
elif '0' in result:
return 0
else:
raise ValueError(f"Unexpected response: {result}")
def compare_with_chatgpt_location(text1, text2, openai_api_key):
openai.api_key = openai_api_key
prompt = f"Compare the following two texts and determine if they match in location . Return 1 for match and 0 for no match.\n\nText 1: {text1}\n\nText 2: {text2}"
response = openai.ChatCompletion.create(
model="gpt-3.5-turbo",
messages=[
{"role": "system", "content": "You are an assistant that helps compare texts for matching location "},
{"role": "user", "content": prompt}
],
max_tokens=100
)
# Extract the response content
result = response.choices[0].message['content'].strip()
# Check if the response contains '1' or '0' and return the corresponding integer
if '1' in result:
return 1
elif '0' in result:
return 0
else:
raise ValueError(f"Unexpected response: {result}")
def compare_age_range_with_description(age, age_DS, openai_api_key):
openai.api_key = openai_api_key
prompt = (f"Check if the age {age} falls within the age range '{age_DS}' "
f"Return '1' if it falls within the range, otherwise return '0'.\n\n"
f"Age: {age}\n\n"
f"Age Range: {age_DS}")
response = openai.ChatCompletion.create(
model="gpt-3.5-turbo",
messages=[
{"role": "system", "content": "You are an assistant that helps compare age ranges with a given age."},
{"role": "user", "content": prompt}
],
max_tokens=100
)
result = response.choices[0].message['content'].strip()
# استفاده از regex برای پیدا کردن '1' یا '0'
match = re.search(r"\b[01]\b", result)
if match:
return int(match.group())
else:
raise ValueError(f"Unexpected response: {result}")
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