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import openai
import os
# Define the Clauses class
class Clauses:
def __init__(self):
"""
Initialize the Extractor class.
"""
# Set OpenAI API key
# os.environ["OPENAI_API_KEY"] = ""
def get_extracted_clauses(extracted_summary):
"""
Gets extracted clauses using GPT-3 based on the provided PDF.
Args:
max_tokens (int, optional): Maximum number of tokens for GPT-3 response.
Returns:
str: Extracted clauses from GPT-3 response.
"""
try:
# Prepare a prompt for GPT-3 that includes the extracted PDF text and instructions
prompt = f"""
Extract clauses and sub-clauses from the provided contract PDF:
{extracted_summary}
Instructions: Organize the extracted clauses and sub clauses in a readable format.
"""
# Use GPT-3 to process the prompt and generate clauses
response = openai.Completion.create(
engine="text-davinci-003",
prompt=prompt,
max_tokens=1000
)
# Extract the generated text from the GPT-3 response
result = response['choices'][0]['text'].strip()
return result
except Exception as e:
# If an error occurs during GPT-3 processing, log the error and raise an exception
print(f"Error occurred while processing PDF with GPT-3. Error message: {str(e)}")
raise
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