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constants.py

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+MONGO_DB = "dock-cms-agenda"
+DOCUMENT_COLLECTION = "documents"
+
+BASE_PATH = ""#"/apps/"
+

openai_constants.py

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+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'],
+                }
+            }
+        ]
+