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from openai import AzureOpenAI
import os
# Define the KeyValue class
class KeyValue:
def __init__(self):
"""
Initialize the Extractor class.
"""
# openai.api_type = os.getenv['api_type']
# openai.api_base = os.getenv['api_base']
# openai.api_version = os.getenv['api_version']
# openai.api_key = os.getenv['api_key']
pass
def extract_key_value_pair(extracted_summary):
"""
Extract key-value pairs from the refined summary.
Prints the extracted key-value pairs.
"""
try:
client = AzureOpenAI(api_key=os.getenv("AZURE_OPENAI_KEY"),
api_version="2023-07-01-preview",
azure_endpoint = os.getenv("AZURE_OPENAI_ENDPOINT")
)
conversation = [
{"role": "system", "content": "You are a helpful Keywords Extracter."},
{"role": "user", "content": f"""analyze the given contract and Extract Keywords for following contract in triple backticks. tags should be bullet points.contract :```{extracted_summary}```."""}
]
# Call OpenAI GPT-3.5-turbo
chat_completion = client.chat.completions.create(
model = "GPT-3",
messages = conversation,
max_tokens=1000,
temperature=0
)
response = chat_completion.choices[0].message.content
return response
except Exception as e:
# If an error occurs during the key-value extraction process, log the error
print(f"Error occurred while extracting key-value pairs: {str(e)}")
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