feat(schema): add mortgage application form schema

vlmrun/hub/schemas/contrib/catalog.yaml

@@ -157,3 +157,21 @@ schemas:
     metadata:
       supported_inputs: ["image", "document"]
       tags: ["tax", "finance", "accounting", "irs", "form-1040"]
+
+  - domain: document.automobile-insurance
+    schema: vlmrun.hub.schemas.contrib.document.automobile_insurance.AutomobileInsurance
+    prompt: "You are a detail-oriented automobile insurance document analyst. Extract all the relevant information from the automobile insurance document as accurately as possible."
+    description: "Automobile insurance document information extraction system that processes automobile insurance documents to extract structured information including applicant details, co-applicant details, address, contact information, ownership status, drivers, vehicles, policy details, current insurance, commercial vehicle details, and declarations."
+    sample_data: "https://raw.githubusercontent.com/Sadmin23/Resourse/main/insurance-form-1.pdf"
+    metadata:
+      supported_inputs: ["image", "document"]
+      tags: ["insurance", "automobile", "document"]
+
+  - domain: document.mortgage-application
+    schema: vlmrun.hub.schemas.contrib.document.mortgage_application.MortgageApplication
+    prompt: "You are a detail-oriented mortgage application document analyst. Extract all the relevant information from the mortgage application document as accurately as possible."
+    description: "Mortgage application document information extraction system that processes mortgage application documents to extract structured information including applicant details, co-applicant details, address, contact information, ownership status, drivers, vehicles, policy details, current insurance, commercial vehicle details, and declarations."
+    sample_data: "https://raw.githubusercontent.com/Sadmin23/Resourse/main/mortgage-application-form-2.pdf"
+    metadata:
+      supported_inputs: ["image", "document"]
+      tags: ["mortgage", "application", "document"]

vlmrun/hub/schemas/contrib/document/automobile_insurance.py

@@ -0,0 +1,138 @@
+from datetime import date
+from enum import Enum
+from typing import Dict, List, Optional
+
+from pydantic import BaseModel, Field
+
+
+class OwnershipStatus(str, Enum):
+    RENT = "rent"
+    OWN = "own"
+    # Add capitalized variants
+    RENT_CAP = "Rent"
+    OWN_CAP = "Own"
+
+
+class MaritalStatus(str, Enum):
+    SINGLE = "single"
+    MARRIED = "married"
+    DIVORCED = "divorced"
+    WIDOWED = "widowed"
+    SEPARATED = "separated"
+    # Add capitalized variants
+    SINGLE_CAP = "Single"
+    MARRIED_CAP = "Married"
+    DIVORCED_CAP = "Divorced"
+    WIDOWED_CAP = "Widowed"
+    SEPARATED_CAP = "Separated"
+
+
+class Gender(str, Enum):
+    MALE = "male"
+    FEMALE = "female"
+    OTHER = "other"
+    PREFER_NOT_TO_SAY = "prefer_not_to_say"
+    # Add capitalized variants
+    MALE_CAP = "Male"
+    FEMALE_CAP = "Female"
+    OTHER_CAP = "Other"
+    PREFER_NOT_TO_SAY_CAP = "Prefer not to say"
+
+
+class UsageType(str, Enum):
+    BUSINESS = "business"
+    PLEASURE = "pleasure"
+    CARPOOL = "carpool"
+    COMMUTE = "commute"
+    # Add capitalized variants
+    BUSINESS_CAP = "Business"
+    PLEASURE_CAP = "Pleasure"
+    CARPOOL_CAP = "Carpool"
+    COMMUTE_CAP = "Commute"
+
+
+class CoverageType(str, Enum):
+    COMPREHENSIVE = "comprehensive"
+    THIRD_PARTY = "third_party"
+    THIRD_PARTY_FIRE_THEFT = "third_party_fire_theft"
+    LIABILITY_ONLY = "liability_only"
+    # Add capitalized variants
+    COMPREHENSIVE_CAP = "Comprehensive"
+    THIRD_PARTY_CAP = "Third Party"
+    THIRD_PARTY_FIRE_THEFT_CAP = "Third Party Fire & Theft"
+    LIABILITY_ONLY_CAP = "Liability Only"
+
+
+class Address(BaseModel):
+    street: str = Field(..., description="Street address (e.g., '123 Elm St Apt 4B')")
+    city: str = Field(..., description="City name")
+    state: str = Field(..., description="State or province (e.g., 'CA', 'NY', 'TX')")
+    zip_code: str = Field(..., description="ZIP or postal code (e.g., '12345-6789')")
+    county: Optional[str] = Field(None, description="County name if applicable")
+
+
+class ContactInfo(BaseModel):
+    home_phone: Optional[str] = Field(None, description="Home telephone number")
+    business_phone: Optional[str] = Field(None, description="Business or work telephone number")
+    email: Optional[str] = Field(None, description="Email address")
+
+
+class Conviction(BaseModel):
+    date: str = Field(..., description="Date of the conviction")
+    offense_type: str = Field(..., description="Type of offense (e.g., 'speeding', 'DUI')")
+    details: Optional[str] = Field(None, description="Additional details about the conviction")
+    points: Optional[int] = Field(None, description="Points assigned to the license for this conviction", ge=0)
+
+
+class Accident(BaseModel):
+    date: str = Field(..., description="Date of the accident")
+    description: str = Field(..., description="Brief description of the accident")
+    at_fault: Optional[bool] = Field(None, description="Whether the driver was at fault")
+    claim_amount: Optional[float] = Field(None, description="Amount claimed for damages", ge=0)
+    injuries: Optional[bool] = Field(None, description="Whether the accident involved injuries")
+
+
+class Driver(BaseModel):
+    name: str = Field(..., description="Full name of the driver")
+    marital_status: Optional[MaritalStatus] = Field(None, description="Marital status of the driver")
+    gender: Optional[Gender] = Field(None, description="Gender of the driver")
+    date_of_birth: str = Field(..., description="Driver's date of birth (YYYY-MM-DD)")
+    date_licensed: Optional[str] = Field(None, description="Date when driver was first licensed (YYYY-MM-DD)")
+    driver_license_number: Optional[str] = Field(None, description="Driver's license number")
+    license_state: Optional[str] = Field(None, description="State that issued the driver's license")
+    social_security_number: Optional[str] = Field(None, description="Driver's social security number")
+    occupation: Optional[str] = Field(None, description="Driver's current occupation")
+    medical_conditions: Optional[List[str]] = Field(None, description="List of medical conditions that may affect driving")
+    convictions: Optional[List[Conviction]] = Field(None, description="List of motoring or non-motoring offenses")
+    accident_history: Optional[List[Accident]] = Field(None, description="History of past accidents")
+    previous_insurance_declined: Optional[bool] = Field(None, description="Whether driver has been declined insurance previously")
+    license_suspended: Optional[bool] = Field(None, description="Whether driver's license has ever been suspended")
+
+
+class Vehicle(BaseModel):
+    vin: Optional[str] = Field(None, description="Vehicle Identification Number")
+    make_model: Optional[str] = Field(None, description="Make and model of the vehicle")
+    year: Optional[str] = Field(None, description="Year of manufacture")
+    annual_mileage: Optional[int] = Field(None, description="Estimated annual mileage", ge=0)
+    usage_type: Optional[UsageType] = Field(None, description="Primary usage of the vehicle")
+    anti_theft_devices: Optional[List[str]] = Field(None, description="Anti-theft devices installed in the vehicle")
+    airbag_status: Optional[str] = Field(None, description="Airbag availability (e.g., 'Driver & Passenger')")
+    garaged_address: Optional[str] = Field(None, description="Address where vehicle is primarily garaged")
+    modifications: Optional[List[str]] = Field(None, description="Modifications made to the vehicle")
+    purchase_date: Optional[str] = Field(None, description="Date when vehicle was purchased (YYYY-MM-DD)")
+    estimated_value: Optional[float] = Field(None, description="Estimated current value of the vehicle", ge=0)
+
+
+class Deductibles(BaseModel):
+    collision: Optional[float] = Field(None, description="Collision deductible amount", ge=0)
+    comprehensive: Optional[float] = Field(None, description="Comprehensive deductible amount", ge=0)
+
+
+class AutomobileInsurance(BaseModel):
+    applicant_name: str = Field(..., description="Full name of the primary applicant")
+    co_applicant_name: Optional[str] = Field(None, description="Full name of co-applicant, if any")
+    address: Address = Field(..., description="Primary residence address of the applicant")
+    contact_info: ContactInfo = Field(..., description="Contact information of the applicant")
+    ownership_status: Optional[OwnershipStatus] = Field(None, description="Whether applicant rents or owns their residence")
+    drivers: List[Driver] = Field(..., description="List of drivers to be covered by the policy")
+    vehicles: List[Vehicle] = Field(..., description="List of vehicles to be covered by the policy")