openai_constants.py

GPT35_PRICING = {
    "input":0.0015,
    "output":0.002
}

########################### Entity extraction
ENTITY_EXTRACTION_PROMPT = f"""
Being a german insurance document reviewing expert, your task is to perform a step by step review of the insurance provided to ease job of clients.
It is crucial to avoid hallucinations or adding any information not present in the document.
The data has personal data masked with the entity type followed by a number to make sure the 
confidential data is preserved. 
---------------------------------
Rules on data extraction ::
Make sure the data and entities extracted are as from the document with same language and no information
to be added that is not present in the document.

I know you’ll do great!
"""

ENTITY_EXTRACTION_FUNCTION = [
    {
        'name': 'extract_insurance_info',
        'description': 'Extract insurance information from the document. Make sure to extract \
                    only if data is present and not to generate data not present in the document. I know you’ll do great!',
        'parameters': {
            'type': 'object',
            'properties': {
                'sum_insured': {
                    'type': 'string',
                    'description': 'The maximum amount that will be paid in event of claim'
                },
                'scope_of_cover':{
                    'type':'array',
                    'description':'All relevant scope of insurance cover related information present in the document. ',
                    'items': {
                        'type':'object',
                        'properties':{
                                'scope': { 'type': "string", 'description': "Scope of insurance cover related information found in the document" },
                                }
                }},
                'special_conditions':{
                    'type':'array',
                    'description':'All special conditions related information present in the document. exclusions, special agreements,conditions, etc.',
                    'items': {
                        'type':'object',
                        'properties':{
                                'condition': { 'type': "string", 'description': "exclusions, special condition or terms provided in the document" },
                                }
                }},
                'notice_period_to_terminate_insurace':{
                    'type':'number',
                    'description': 'Date or time period a party has to give prior intimation/notice to terminate the insurance. Eg:30 days'
                },
                'contract_term':{
                    'type':'string',
                    'description': 'Time period for which the insurace will be valid. Eg. 1year, 3years'
                },
                'excess_amount': {
                    'type': 'string',
                    'description': 'amount that the insured person is responsible in the event of claim.'
                },
                'total_premium_amount': {
                    'type': 'string',
                    'description': 'total amount of insurance premium to be paid over the contract period'
                },
                'premium_amount': {
                    'type': 'string',
                    'description': 'amount of insurance premium to be paid at a specific interval'
                },
                'premium_interval': {
                    'type': 'string',
                    'description': 'interval over which the insurance premium has to be paid'
                },
            }
        }
   }
]

########################### Claim rejection
CLAUSE_REJECTION_SYSTEM_PROMPT = f"""
From the given details of insurance document, explain with good reasoning skills based on the \
     query why the claim was rejected.
"""
CLAUSE_REJECTION_FUNCTION = [
            {
                'name': 'clause_rejection_reason',
                'description': 'given the insurance details and the query explain the reason for rejection',
                'parameters': {
                    'type': 'object',
                    'properties': {
                        'reason': {
                            'type': 'string',
                            'description': 'reason to the provided query for claim rejection based on the insurance details'
                        }
                    },
                'required': ['answer'],
                }
            }
        ]

########################### Insurance document FAQ
DOCUMENT_FAQ_SYSTEM_PROMPT = f"""
From the given document, answer the question asked.
"""

DOCUMENT_FAQ_FUNCTION = [
            {
                'name': 'document_faq',
                'description': 'answer the question given the insurance document details.',
                'parameters': {
                    'type': 'object',
                    'properties': {
                        'answer': {
                            'type': 'string',
                            'description': 'answer to the provided question based on the document'
                        }
                    },
                'required': ['answer'],
                }
            }
        ]

########################### Intent classification 
INTENT_CLASSIFICATION_PROMPT = f"""
You are in charge of identifying the chatbot intent or the category of the question asked to a chatbot provided the given intents.

"""

INTENT_CLASSIFICATION_FUNCTION = [
            {
                'name': 'intent_classification',
                'description': 'classify the chatbot intent given the question asked by a user',
                'parameters': {
                    'type': 'object',
                    'properties': {
                        'intent': {
                            'type': 'string',
                            "enum": ["document faq", "claim rejection"],
                            'description': 'answer to the provided question based on the document'
                        }
                    },
                'required': ['intent'],
                }
            }
        ]