AutoGPT-Code-Ability/codex/requirements/hardcoded.py

import logging

from prisma.enums import AccessLevel

from codex.requirements.model import (
    APIRouteRequirement,
    ApplicationRequirements,
    DatabaseSchema,
    DatabaseTable,
    EndpointDataModel,
    Parameter,
    RequestModel,
    ResponseModel,
)

logger = logging.getLogger(__name__)


def availability_checker_requirements() -> ApplicationRequirements:
    # Define request and response models here
    check_availability_request = RequestModel(
        name="CheckAvailabilityRequest",
        description="A request to check the availability status of a professional based on the current time and their schedule.",
        params=[
            Parameter(
                name="current_time",
                param_type="datetime",
                description="The timestamp at which the availability status is being requested.",
            ),
            Parameter(
                name="schedule_data",
                param_type="List[Tuple[datetime, datetime]]",
                description="A list of tuples representing the schedule of the professional, where each tuple contains start and end times of appointments or busy periods.",
            ),
        ],
    )

    # Response Model for availability status
    availability_status_response = ResponseModel(
        name="AvailabilityStatusResponse",
        description="A response indicating the current availability status of the professional.",
        params=[
            Parameter(
                name="availability_status",
                param_type="str",
                description="The current availability status of the professional. Possible values are 'Available' and 'Busy'.",
            )
        ],
    )

    return ApplicationRequirements(
        name="Availability Checker",
        context="Function that returns the availability of professionals, updating based on current activity or schedule.",
        api_routes=[
            APIRouteRequirement(
                method="POST",
                path="/availability",
                function_name="check_availability",
                access_level=AccessLevel.PUBLIC,
                description="Function that returns the availability of professionals, updating based on current activity or schedule. This function operates without the need for database access, relying solely on the input provided in the request",
                request_model=check_availability_request,
                response_model=availability_status_response,
                database_schema=None,
            ),
        ],
    )


# Function to define requirements for the Invoice Generator
def invoice_generator_requirements() -> ApplicationRequirements:
    # Define request and response models here
    invoice_model = RequestModel(
        name="invoicemodel",
        description="An object used to generte an invoice",
        params=[
            Parameter(
                name="services_rendered",
                param_type="List[Tuple[float, string, List[Tuple[str, str, float, float]]]]",
                description="a list of the services being rendered broken down by hours, service_description, and items used for the service. Items used is further broken down by name, description, unit_cost, and units used",
            ),
            Parameter(
                name="tax_rate",
                param_type="float",
                description="local tax rate used for calculations",
            ),
        ],
    )

    invoice_response = ResponseModel(
        name="inoviceresponse",
        description="A pdf of an invoice",
        params=[
            Parameter(
                name="availability_status",
                param_type="file",
                description="A PDF file for the invoice",
            )
        ],
    )

    return ApplicationRequirements(
        name="Invoice Generator",
        context="The Dynamic Invoice Generator is a backend function designed to create detailed invoices for professional services. This function will process input data regarding services rendered, billable hours, parts used, and applicable rates or taxes, to generate a comprehensive invoice. This function operates without the need for database access, relying solely on the input provided at the time of invoice creation.",
        api_routes=[
            APIRouteRequirement(
                method="POST",
                path="/create_invoice",
                function_name="create_invoice",
                access_level=AccessLevel.PUBLIC,
                description="This function will process input data regarding services rendered, billable hours, parts used, and applicable rates or taxes, to generate a comprehensive invoice as a pdf file. This function operates without the need for database access, relying solely on the input provided at the time of invoice creation.",
                request_model=invoice_model,
                response_model=invoice_response,
                database_schema=None,
            ),
        ],
    )


# Function to define requirements for the Appointment Optimization Tool
def appointment_optimization_requirements() -> ApplicationRequirements:
    # Define request and response models here
    appointment_model = RequestModel(
        name="AppointmentModel",
        description="An object used to make good times for an appointment",
        params=[
            Parameter(
                name="availablility_calendar",
                param_type="list[datetime]",
                description="A data structure (like a list or array) containing the professional's available time slots for a given period (e.g., a week). Each time slot should include the start and end times.",
            ),
            Parameter(
                name="prefered_hours",
                param_type="str",
                description="The professional's preferred working hours (e.g., 9 AM to 5 PM), which could be a default setting or specified for each day.",
            ),
            Parameter(
                name="travel_time_buffer",
                param_type="time",
                description="Information regarding the time needed to travel between appointments. This could be a fixed duration or vary based on the time of day or location.",
            ),
            Parameter(
                name="time_frame",
                param_type="str",
                description="The time frame during which the client wishes to schedule the appointment (e.g., a specific date or range of dates).",
            ),
        ],
    )

    appointment_response = ResponseModel(
        name="AppointmentResponse",
        description="A few good times for appointments",
        params=[
            Parameter(
                name="slots",
                param_type="list[datetime]",
                description="A list of optimal appointment slots, each with a start and end time. This list should be sorted by preference or efficiency.",
            ),
            Parameter(
                name="alternatives",
                param_type="datetime[]",
                description="If no optimal slots are available, provide a list of alternative slots, clearly indicating that they are outside the preferred criteria.",
            ),
        ],
    )

    return ApplicationRequirements(
        name="Appointment Scheduler",
        context="The function for suggesting optimal appointment slots is designed to provide professionals and clients with the best possible meeting times based on the professional's availability, preferred working hours, and travel time considerations. This function operates in real-time, relying on input data without needing access to a database.",
        api_routes=[
            APIRouteRequirement(
                method="POST",
                path="/create_schedule",
                function_name="create_schedule",
                access_level=AccessLevel.PUBLIC,
                description="The function for suggesting optimal appointment slots is designed to provide professionals and clients with the best possible meeting times based on the professional's availability, preferred working hours, and travel time considerations. This function operates in real-time, relying on input data without needing access to a database.",
                request_model=appointment_model,
                response_model=appointment_response,
                database_schema=None,
            ),
        ],
    )


# Function to define requirements for the Distance Calculator
def distance_calculator_requirements() -> ApplicationRequirements:
    # Define request and response models here
    distance_model = RequestModel(
        name="DistanceInput",
        description="An object used to find the start and end locations",
        params=[
            Parameter(
                name="start_location",
                param_type="Tuple[float, float]",
                description="AThe current location of the professional, provided as latitude and longitude coordinates.",
            ),
            Parameter(
                name="end_location",
                param_type="Tuple[str,str]",
                description="The location where the client wishes to have the appointment, provided as latitude and longitude coordinates.",
            ),
        ],
    )

    distance_response = ResponseModel(
        name="DistanceOutput",
        description="Output of calcuating the distance",
        params=[
            Parameter(
                name="distance",
                param_type="Tuple[float, float]",
                description="The calculated distance between the two locations, preferably in both kilometers and miles.",
            ),
            Parameter(
                name="travel_time",
                param_type="time",
                description="An estimation of the time it would take for the professional to travel from their location to the client's location, considering average travel conditions.",
            ),
        ],
    )

    return ApplicationRequirements(
        name="Distance Calculator",
        context="The Distance Calculator is a tool that calculates the distance between the professional's and the client's locations to aid in planning travel time for appointments.",
        api_routes=[
            APIRouteRequirement(
                method="POST",
                path="/calculate_distance",
                function_name="calculate_distance",
                access_level=AccessLevel.PUBLIC,
                description="Function that returns the distance for travel time based upon input",
                request_model=distance_model,
                response_model=distance_response,
                database_schema=None,
            ),
        ],
    )


def profile_management() -> ApplicationRequirements:
    # Define request and response models for each API route
    create_profile_request = RequestModel(
        name="CreateProfileRequest",
        description="Input required for creating a new profile",
        params=[
            Parameter(
                name="user_type",
                param_type="str",
                description="Type of the user: client or professional",
            ),
            Parameter(
                name="personal_details",
                param_type="dict",
                description="Name and contact information",
            ),
            Parameter(
                name="preferences",
                param_type="dict",
                description="Optional settings specific to the user type",
            ),
        ],
    )

    create_profile_response = ResponseModel(
        name="CreateProfileResponse",
        description="Output after creating a profile",
        params=[
            Parameter(
                name="message", param_type="str", description="Success or error message"
            ),
            Parameter(
                name="profile_details",
                param_type="dict",
                description="Details of the created profile",
            ),
        ],
    )

    update_profile_request = RequestModel(
        name="UpdateProfileRequest",
        description="Input required for updating an existing profile",
        params=[
            Parameter(
                name="profile_id",
                param_type="str",
                description="Profile ID or unique identifier",
            ),
            Parameter(
                name="fields_to_update",
                param_type="dict",
                description="Fields to be updated with their new values",
            ),
        ],
    )

    update_profile_response = ResponseModel(
        name="UpdateProfileResponse",
        description="Output after updating a profile",
        params=[
            Parameter(
                name="message", param_type="str", description="Success or error message"
            ),
            Parameter(
                name="updated_profile_details",
                param_type="dict",
                description="Details of the updated profile",
            ),
        ],
    )

    retrieve_profile_request = RequestModel(
        name="RetrieveProfileRequest",
        description="Input required for retrieving a profile",
        params=[
            Parameter(
                name="profile_id",
                param_type="str",
                description="Profile ID or unique identifier",
            ),
        ],
    )

    retrieve_profile_response = ResponseModel(
        name="RetrieveProfileResponse",
        description="Output after retrieving a profile",
        params=[
            Parameter(
                name="profile_details",
                param_type="dict",
                description="Details of the retrieved profile",
            ),
            Parameter(
                name="message",
                param_type="str",
                description="Error message if the profile is not found",
            ),
        ],
    )

    delete_profile_request = RequestModel(
        name="DeleteProfileRequest",
        description="Input required for deleting a profile",
        params=[
            Parameter(
                name="profile_id",
                param_type="str",
                description="Profile ID or unique identifier",
            ),
        ],
    )

    delete_profile_response = ResponseModel(
        name="DeleteProfileResponse",
        description="Output after deleting a profile",
        params=[
            Parameter(
                name="message",
                param_type="str",
                description="Success message confirming profile deletion or error message if the profile is not found or deletion fails",
            ),
        ],
    )

    # Define the database schema for profile management
    profiles_table = DatabaseTable(
        description="Stores user profile information",
        definition="""
        model Profile {
        id          Int     @id @default(autoincrement())
        user_type   String
        name        String
        contact     String
        preferences Json?
        }
        """,
    )

    profiles_schema = DatabaseSchema(
        name="ProfilesDatabase",
        description="Schema for storing client and professional profiles",
        tables=[profiles_table],
    )

    # Define API routes with their corresponding request and response models and link the database schema
    api_routes = [
        APIRouteRequirement(
            method="POST",
            path="/api/profile/create",
            function_name="create_profile",
            access_level=AccessLevel.PUBLIC,
            description="Creates a new user profile",
            request_model=create_profile_request,
            response_model=create_profile_response,
            database_schema=profiles_schema,
        ),
        APIRouteRequirement(
            method="PUT",
            path="/api/profile/update",
            function_name="update_profile",
            access_level=AccessLevel.USER,
            description="Updates an existing user profile",
            request_model=update_profile_request,
            response_model=update_profile_response,
            database_schema=profiles_schema,
        ),
        APIRouteRequirement(
            method="GET",
            path="/api/profile/retrieve",
            function_name="retrieve_profile",
            access_level=AccessLevel.USER,
            description="Retrieves a user profile",
            request_model=retrieve_profile_request,
            response_model=retrieve_profile_response,
            database_schema=profiles_schema,
        ),
        APIRouteRequirement(
            method="DELETE",
            path="/api/profile/delete",
            function_name="delete_profile",
            access_level=AccessLevel.USER,
            description="Deletes a user profile",
            request_model=delete_profile_request,
            response_model=delete_profile_response,
            database_schema=profiles_schema,
        ),
    ]

    # Define the application requirements with the context and API routes
    application_requirements = ApplicationRequirements(
        name="Profile Management System",
        context="This system manages client and professional profiles, including operations for creating, updating, retrieving, and deleting profiles.",
        api_routes=api_routes,
    )

    # Output the full specification of the application
    return application_requirements


def calendar_booking_system() -> ApplicationRequirements:
    database_schema = DatabaseSchema(
        name="TimeSyncSchema",
        description="A schema for the TimeSync app, supporting appointment scheduling, notifications, and calendar integrations.",
        tables=[
            DatabaseTable(
                name="User",
                description="Stores user information, including role and authentication details.",
                definition="model User {\\n  id        String        @id @default(uuid())\\n  email     String        @unique\\n  role      UserRole      @default(Client)\\n  password  String\\n  createdAt DateTime      @default(now())\\n  updatedAt DateTime      @updatedAt\\n  Appointments  Appointment[]\\n  Notifications Notification[]\\n  Integrations  Integration[]\\n}",
            ),
            DatabaseTable(
                name="Appointment",
                description="Represents appointments with status, type, and time zone information.",
                definition="model Appointment {\\n  id          String          @id @default(uuid())\\n  userId      String\\n  status      AppointmentStatus @default(Scheduled)\\n  type        String\\n  startTime   DateTime\\n  endTime     DateTime\\n  timeZone    String\\n  createdAt   DateTime        @default(now())\\n  updatedAt   DateTime        @updatedAt\\n  User        User            @relation(fields: [userId], references: [id])\\n  Notifications Notification[]\\n}",
            ),
            DatabaseTable(
                name="Notification",
                description="Manages notifications linked to users and appointments, with type defining the channels.",
                definition="model Notification {\\n  id            String        @id @default(uuid())\\n  userId        String\\n  appointmentId String\\n  type          NotificationType\\n  sentAt        DateTime?\\n  User          User          @relation(fields: [userId], references: [id])\\n  Appointment   Appointment   @relation(fields: [appointmentId], references: [id])\\n}",
            ),
            DatabaseTable(
                name="Integration",
                description="Handles external calendar integrations for users, storing details in a JSON format.",
                definition="model Integration {\\n  id        String        @id @default(uuid())\\n  userId    String\\n  type      IntegrationType\\n  details   Json\\n  User      User          @relation(fields: [userId], references: [id])\\n}",
            ),
        ],
    )
    return ApplicationRequirements(
        name="TimeSync",
        context="",
        api_routes=[
            APIRouteRequirement(
                method="POST",
                path="/users",
                function_name="create_user",
                description="Registers a new user by providing basic user information.",
                access_level=AccessLevel.PUBLIC,
                request_model=RequestModel(
                    name="CreateUserInput",
                    description="CreateUserInput",
                    params=[
                        Parameter(
                            name="email",
                            param_type="string",
                            description="Unique email address of the user. Acts as a login identifier.",
                        ),
                        Parameter(
                            name="password",
                            param_type="string",
                            description="Password for the user account. Must comply with defined security standards.",
                        ),
                        Parameter(
                            name="role",
                            param_type="UserRole",
                            description="The role of the user which dictates access control. Optional parameter; defaults to 'Client' if not specified.",
                        ),
                    ],
                ),
                response_model=ResponseModel(
                    name="CreateUserInput",
                    description="CreateUserInput",
                    params=[
                        Parameter(
                            name="user_id",
                            param_type="string",
                            description="The unique identifier of the newly created user.",
                        ),
                        Parameter(
                            name="message",
                            param_type="string",
                            description="A success message confirming user creation.",
                        ),
                    ],
                ),
                database_schema=database_schema,
                data_models=[],
            ),
            APIRouteRequirement(
                method="PUT",
                path="/users/{id}",
                function_name="update_user_profile",
                description="Updates an existing user's profile information.",
                access_level=AccessLevel.USER,
                request_model=RequestModel(
                    name="UpdateUserProfileInput",
                    description="UpdateUserProfileInput",
                    params=[
                        Parameter(
                            name="email",
                            param_type="String",
                            description="The new email address of the user.",
                        ),
                        Parameter(
                            name="password",
                            param_type="String",
                            description="The new password of the user. Should be hashed in the database, not stored in plain text.",
                        ),
                        Parameter(
                            name="role",
                            param_type="UserRole",
                            description="The new role assigned to the user. Can be one of ['Admin', 'ServiceProvider', 'Client'].",
                        ),
                    ],
                ),
                response_model=ResponseModel(
                    name="UpdateUserProfileInput",
                    description="UpdateUserProfileInput",
                    params=[
                        Parameter(
                            name="id",
                            param_type="String",
                            description="The unique identifier of the user.",
                        ),
                        Parameter(
                            name="email",
                            param_type="String",
                            description="The updated email address of the user.",
                        ),
                        Parameter(
                            name="role",
                            param_type="UserRole",
                            description="The updated role assigned to the user.",
                        ),
                        Parameter(
                            name="updatedAt",
                            param_type="DateTime",
                            description="The timestamp reflecting when the update was made.",
                        ),
                    ],
                ),
                database_schema=database_schema,
                data_models=[],
            ),
            APIRouteRequirement(
                method="POST",
                path="/users/login",
                function_name="user_login",
                description="Authenticates a user and returns a session token.",
                access_level=AccessLevel.PUBLIC,
                request_model=RequestModel(
                    name="UserLoginInput",
                    description="UserLoginInput",
                    params=[
                        Parameter(
                            name="email",
                            param_type="str",
                            description="The email address associated with the user's account.",
                        ),
                        Parameter(
                            name="password",
                            param_type="str",
                            description="The password associated with the user's account.",
                        ),
                    ],
                ),
                response_model=ResponseModel(
                    name="UserLoginInput",
                    description="UserLoginInput",
                    params=[
                        Parameter(
                            name="success",
                            param_type="bool",
                            description="Indicates if the login was successful.",
                        ),
                        Parameter(
                            name="token",
                            param_type="str",
                            description="A session token to be used for authenticated requests.",
                        ),
                        Parameter(
                            name="message",
                            param_type="str",
                            description="A message providing more details about the login attempt, useful for debugging or informing the user about the login status.",
                        ),
                    ],
                ),
                database_schema=database_schema,
                data_models=[],
            ),
            APIRouteRequirement(
                method="POST",
                path="/users/logout",
                function_name="user_logout",
                description="Logs out a user, invalidating the session token.",
                access_level=AccessLevel.USER,
                request_model=RequestModel(
                    name="UserLogoutInput",
                    description="UserLogoutInput",
                    params=[
                        Parameter(
                            name="Authorization",
                            param_type="Header",
                            description="The session token provided as a part of the HTTP header for authentication.",
                        )
                    ],
                ),
                response_model=ResponseModel(
                    name="UserLogoutInput",
                    description="UserLogoutInput",
                    params=[
                        Parameter(
                            name="message",
                            param_type="string",
                            description="A confirmation message indicating successful logout.",
                        )
                    ],
                ),
                database_schema=DatabaseSchema(
                    name="TimeSyncSchema",
                    description="A schema for the TimeSync app, supporting appointment scheduling, notifications, and calendar integrations.",
                    tables=[
                        DatabaseTable(
                            name="User",
                            description="Stores user information, including role and authentication details.",
                            definition="model User {\\n  id        String        @id @default(uuid())\\n  email     String        @unique\\n  role      UserRole      @default(Client)\\n  password  String\\n  createdAt DateTime      @default(now())\\n  updatedAt DateTime      @updatedAt\\n  Appointments  Appointment[]\\n  Notifications Notification[]\\n  Integrations  Integration[]\\n}",
                        ),
                        DatabaseTable(
                            name="Appointment",
                            description="Represents appointments with status, type, and time zone information.",
                            definition="model Appointment {\\n  id          String          @id @default(uuid())\\n  userId      String\\n  status      AppointmentStatus @default(Scheduled)\\n  type        String\\n  startTime   DateTime\\n  endTime     DateTime\\n  timeZone    String\\n  createdAt   DateTime        @default(now())\\n  updatedAt   DateTime        @updatedAt\\n  User        User            @relation(fields: [userId], references: [id])\\n  Notifications Notification[]\\n}",
                        ),
                        DatabaseTable(
                            name="Notification",
                            description="Manages notifications linked to users and appointments, with type defining the channels.",
                            definition="model Notification {\\n  id            String        @id @default(uuid())\\n  userId        String\\n  appointmentId String\\n  type          NotificationType\\n  sentAt        DateTime?\\n  User          User          @relation(fields: [userId], references: [id])\\n  Appointment   Appointment   @relation(fields: [appointmentId], references: [id])\\n}",
                        ),
                        DatabaseTable(
                            name="Integration",
                            description="Handles external calendar integrations for users, storing details in a JSON format.",
                            definition="model Integration {\\n  id        String        @id @default(uuid())\\n  userId    String\\n  type      IntegrationType\\n  details   Json\\n  User      User          @relation(fields: [userId], references: [id])\\n}",
                        ),
                    ],
                ),
                data_models=[],
            ),
            APIRouteRequirement(
                method="PUT",
                path="/users/{id}/settings/notifications",
                function_name="update_notification_settings",
                description="Updates a user's notification preferences.",
                access_level=AccessLevel.USER,
                request_model=RequestModel(
                    name="UpdateNotificationSettingsRequest",
                    description="UpdateNotificationSettingsRequest",
                    params=[
                        Parameter(
                            name="userId",
                            param_type="string",
                            description="The unique identifier of the user whose notification settings need to be updated.",
                        ),
                        # Parameter(
                        #     name="settings",
                        #     param_type="NotificationSettingsUpdate",
                        #     description="The new notification settings to be applied to the user's profile.",
                        # ),
                        Parameter(
                            name="emailFrequency",
                            param_type="string",
                            description="The desired frequency of email notifications ('daily', 'weekly', 'never').",
                        ),
                        Parameter(
                            name="smsEnabled",
                            param_type="boolean",
                            description="Indicates whether SMS notifications are enabled (true/false).",
                        ),
                    ],
                ),
                response_model=ResponseModel(
                    name="UpdateNotificationSettingsRequest",
                    description="UpdateNotificationSettingsRequest",
                    params=[
                        Parameter(
                            name="success",
                            param_type="boolean",
                            description="Indicates if the update operation was successful.",
                        ),
                        Parameter(
                            name="message",
                            param_type="string",
                            description="A message detailing the outcome of the operation.",
                        ),
                    ],
                ),
                database_schema=database_schema,
                data_models=[
                    # EndpointDataModel(
                    #     name="NotificationSettingsUpdate",
                    #     description="Defines the fields available for updating a user's notification preferences, like frequency and method.",
                    #     params=[
                    #         Parameter(
                    #             name="emailFrequency",
                    #             param_type="string",
                    #             description="The desired frequency of email notifications ('daily', 'weekly', 'never').",
                    #         ),
                    #         Parameter(
                    #             name="smsEnabled",
                    #             param_type="boolean",
                    #             description="Indicates whether SMS notifications are enabled (true/false).",
                    #         ),
                    #     ],
                    # )
                ],
            ),
            APIRouteRequirement(
                method="POST",
                path="/appointments",
                function_name="create_appointment",
                description="Creates a new appointment.",
                access_level=AccessLevel.USER,
                request_model=RequestModel(
                    name="CreateAppointmentInput",
                    description="CreateAppointmentInput",
                    params=[
                        Parameter(
                            name="userId",
                            param_type="String",
                            description="The ID of the user creating the appointment.",
                        ),
                        Parameter(
                            name="startTime",
                            param_type="DateTime",
                            description="The start time for the appointment.",
                        ),
                        Parameter(
                            name="endTime",
                            param_type="DateTime",
                            description="The end time for the appointment.",
                        ),
                        Parameter(
                            name="type",
                            param_type="String",
                            description="Type of the appointment.",
                        ),
                        Parameter(
                            name="participants",
                            param_type="[String]",
                            description="List of participating user IDs.",
                        ),
                        Parameter(
                            name="timeZone",
                            param_type="String",
                            description="Timezone for the scheduled appointment.",
                        ),
                    ],
                ),
                response_model=ResponseModel(
                    name="CreateAppointmentInput",
                    description="CreateAppointmentInput",
                    params=[
                        Parameter(
                            name="success",
                            param_type="Boolean",
                            description="Indicates success or failure of the operation.",
                        ),
                        Parameter(
                            name="appointmentId",
                            param_type="String",
                            description="Unique identifier for the newly created appointment.",
                        ),
                        Parameter(
                            name="message",
                            param_type="String",
                            description="Additional information or error message.",
                        ),
                    ],
                ),
                database_schema=database_schema,
                data_models=[],
            ),
            APIRouteRequirement(
                method="PUT",
                path="/appointments/{id}",
                function_name="update_appointment",
                description="Updates details of an existing appointment.",
                access_level=AccessLevel.USER,
                request_model=RequestModel(
                    name="AppointmentUpdateInput",
                    description="AppointmentUpdateInput",
                    params=[
                        Parameter(
                            name="startTime",
                            param_type="DateTime",
                            description="The new start time for the appointment, accounting for any time zone considerations.",
                        ),
                        Parameter(
                            name="endTime",
                            param_type="DateTime",
                            description="The new end time for the appointment, ensuring it follows logically after the start time.",
                        ),
                        Parameter(
                            name="type",
                            param_type="String",
                            description="Optionally update the type/category of the appointment.",
                        ),
                        Parameter(
                            name="status",
                            param_type="AppointmentStatus",
                            description="The updated status to reflect any changes such as rescheduling or cancellations.",
                        ),
                        Parameter(
                            name="timeZone",
                            param_type="String",
                            description="If the time zone needs adjusting to reflect the appropriate scheduling context.",
                        ),
                    ],
                ),
                response_model=ResponseModel(
                    name="AppointmentUpdateInput",
                    description="AppointmentUpdateInput",
                    params=[
                        Parameter(
                            name="id",
                            param_type="String",
                            description="The ID of the appointment that was updated.",
                        ),
                        Parameter(
                            name="success",
                            param_type="Boolean",
                            description="Indicates true if the appointment was successfully updated, false otherwise.",
                        ),
                        Parameter(
                            name="message",
                            param_type="String",
                            description="Provides more information about the outcome of the update, such as 'Appointment updated successfully' or 'Update failed due to [reason]'.",
                        ),
                    ],
                ),
                database_schema=database_schema,
                data_models=[],
            ),
            APIRouteRequirement(
                method="DELETE",
                path="/appointments/{id}",
                function_name="cancel_appointment",
                description="Cancels an existing appointment.",
                access_level=AccessLevel.USER,
                request_model=RequestModel(
                    name="CancelAppointmentInput",
                    description="CancelAppointmentInput",
                    params=[
                        Parameter(
                            name="id",
                            param_type="str",
                            description="Unique identifier of the appointment to be canceled.",
                        )
                    ],
                ),
                response_model=ResponseModel(
                    name="CancelAppointmentInput",
                    description="CancelAppointmentInput",
                    params=[
                        Parameter(
                            name="success",
                            param_type="bool",
                            description="Indicates whether the appointment cancellation was successful.",
                        ),
                        Parameter(
                            name="message",
                            param_type="str",
                            description="A message detailing the outcome of the cancellation request.",
                        ),
                    ],
                ),
                database_schema=database_schema,
                data_models=[],
            ),
            APIRouteRequirement(
                method="PUT",
                path="/notifications/settings",
                function_name="configure_notifications",
                description="Configures a user's notification preferences.",
                access_level=AccessLevel.USER,
                request_model=RequestModel(
                    name="ConfigureNotificationsRequest",
                    description="ConfigureNotificationsRequest",
                    params=[
                        Parameter(
                            name="userId",
                            param_type="string",
                            description="The unique identifier of the user updating their preferences",
                        ),
                        Parameter(
                            name="emailEnabled",
                            param_type="boolean",
                            description="Indicates whether email notifications are enabled",
                        ),
                        Parameter(
                            name="emailFrequency",
                            param_type="string",
                            description="Defines how often email notifications are sent ('immediately', 'daily', 'weekly')",
                        ),
                        Parameter(
                            name="smsEnabled",
                            param_type="boolean",
                            description="Indicates whether SMS notifications are enabled",
                        ),
                    ],
                ),
                response_model=ResponseModel(
                    name="ConfigureNotificationsRequest",
                    description="ConfigureNotificationsRequest",
                    params=[
                        Parameter(
                            name="success",
                            param_type="boolean",
                            description="Indicates whether the update operation was successful",
                        ),
                        Parameter(
                            name="message",
                            param_type="string",
                            description="Provides information about the operation's outcome or failure reason",
                        ),
                    ],
                ),
                database_schema=database_schema,
                data_models=[
                    # EndpointDataModel(
                    #     name="NotificationSettings",
                    #     description="Defines the notification preferences for a user, including channels and frequency",
                    #     params=[
                    #         Parameter(
                    #             name="emailEnabled",
                    #             param_type="boolean",
                    #             description="Indicates whether email notifications are enabled",
                    #         ),
                    #         Parameter(
                    #             name="emailFrequency",
                    #             param_type="string",
                    #             description="Defines how often email notifications are sent ('immediately', 'daily', 'weekly')",
                    #         ),
                    #         Parameter(
                    #             name="smsEnabled",
                    #             param_type="boolean",
                    #             description="Indicates whether SMS notifications are enabled",
                    #         ),
                    #     ],
                    # )
                ],
            ),
            APIRouteRequirement(
                method="POST",
                path="/notifications/dispatch",
                function_name="dispatch_notifications",
                description="Sends out notifications based on predefined criteria and user settings.",
                access_level=AccessLevel.ADMIN,
                request_model=RequestModel(
                    name="DispatchNotificationInput",
                    description="DispatchNotificationInput",
                    params=[
                        Parameter(
                            name="criteria",
                            param_type="string",
                            description="Criteria for notification dispatch, such as 'allPendingWithin24h' to indicate all notifications for appointments occurring in the next 24 hours.",
                        )
                    ],
                ),
                response_model=ResponseModel(
                    name="DispatchNotificationInput",
                    description="DispatchNotificationInput",
                    params=[
                        Parameter(
                            name="success",
                            param_type="boolean",
                            description="If the dispatch was successful overall.",
                        ),
                        Parameter(
                            name="dispatchedCount",
                            param_type="int",
                            description="Total number of notifications dispatched.",
                        ),
                        Parameter(
                            name="failedCount",
                            param_type="int",
                            description="Number of notifications that failed to dispatch.",
                        ),
                        Parameter(
                            name="errors",
                            param_type="[string]",
                            description="List of errors for individual failures, if applicable.",
                        ),
                    ],
                ),
                database_schema=database_schema,
                data_models=[],
            ),
        ],
    )


def inventory_mgmt_system() -> ApplicationRequirements:
    database_schema = DatabaseSchema(
        name="InvenTrackSchema",
        description="This schema defines the structure for the InvenTrack inventory management system, including users, inventory items, orders, reports, batches, and locations.",
        tables=[
            DatabaseTable(
                name="User",
                description="Stores user information including their role.",
                definition="model User {\\n  id        Int    @id @default(autoincrement())\\n  email     String @unique\\n  password  String\\n  role      Role\\n  orders    Order[]\\n  alerts    Alert[]\\n}",
            ),
            DatabaseTable(
                name="InventoryItem",
                description="Represents an inventory item, including name, description, quantity, and which location/batch it belongs to.",
                definition="model InventoryItem {\\n  id          Int      @id @default(autoincrement())\\n  name        String\\n  description String?\\n  quantity    Int\\n  locationId  Int\\n  batchId     Int\\n  location    Location @relation(fields: [locationId], references: [id])\\n  batch       Batch    @relation(fields: [batchId], references: [id])\\n}",
            ),
            DatabaseTable(
                name="Order",
                description="Tracks orders made by users, whether automated or manual.",
                definition="model Order {\\n  id        Int       @id @default(autoincrement())\\n  userId    Int\\n  itemId    Int\\n  quantity  Int\\n  orderType OrderType\\n  user      User      @relation(fields: [userId], references: [id])\\n  item      InventoryItem @relation(fields: [itemId], references: [id])\\n}",
            ),
            DatabaseTable(
                name="Report",
                description="Stores reports generated by users about inventory.",
                definition="model Report {\\n  id      Int     @id @default(autoincrement())\\n  userId  Int\\n  content String\\n  user    User    @relation(fields: [userId], references: [id])\\n}",
            ),
            DatabaseTable(
                name="Batch",
                description="Defines a batch of items, particularly for perishables with an expiry date.",
                definition="model Batch {\\n  id             Int             @id @default(autoincrement())\\n  expirationDate DateTime\\n  items          InventoryItem[]\\n}",
            ),
            DatabaseTable(
                name="Location",
                description="Represents a physical location or warehouse where inventory is stored.",
                definition="model Location {\\n  id    Int              @id @default(autoincrement())\\n  name  String\\n  address String\\n  items InventoryItem[]\\n}",
            ),
            DatabaseTable(
                name="Alert",
                description="Customizable alerts set by users for tracking inventory levels.",
                definition="model Alert {\\n  id        Int       @id @default(autoincrement())\\n  userId    Int\\n  criteria  String\\n  threshold Int\\n  user      User      @relation(fields: [userId], references: [id])\\n}",
            ),
            DatabaseTable(
                name="Integration",
                description="Details the external business systems that InvenTrack integrates with.",
                definition="model Integration {\\n  id         Int        @id @default(autoincrement())\\n  systemType SystemType\\n  details    String?\\n}",
            ),
        ],
    )
    return ApplicationRequirements(
        name="InvenTrack",
        context="""'# InvenTrack\n\n## Task \na tool designed to handle the tracking of inventory levels and usage for each client service. This includes the capability to add, update, and delete inventory items. To facilitate these functionalities, a set of API endpoints will be implemented.\n\n### Project Description\nThe proposed tool is designed to proactively manage and track inventory levels and usage for client services, addressing the specific needs of the product owner. The inventory tracking tool will include various functionalities catering to the dynamic requirements of technology product development, ensuring seamless project progress. Key functionalities will include:\n\n1. Real-time inventory tracking to provide immediate updates on stock levels as transactions occur, thereby ensuring the development team always has the necessary tools and components.\n\n2. Automated reordering functionality to initiate restocking orders automatically when inventory falls below predefined thresholds. This feature aims to prevent shortages of crucial development tools and components.\n\n3. Detailed reporting and analytics to assist in forecasting future inventory needs based on historical data and trends, which is essential for planning and budgeting purposes.\n\n4. Batch and expiry tracking for managing perishable goods and ensuring that only quality components are used in the development process.\n\n5. Integration capabilities with sales, procurement, and other business systems (like POS and e-commerce platforms) for a unified approach to business management and to eliminate the challenges posed by the current system\'s poor integration capabilities.\n\n6. An intuitive user interface that reduces the need for manual data entry, thereby minimizing the risks associated with human error. The interface will facilitate easy addition, updating, and deletion of inventory items.\n\n7. Multi-location support to manage inventory across several warehouses or stores efficiently, ensuring accurate tracking of resources regardless of their physical location.\n\n8. Customizable alerts and notifications for stock levels, replenishment recommendations, and out-of-stock and overstock situations to optimize inventory levels and prevent potential disruptions in the development process.\n\nAPI endpoints will be developed to support these functionalities, enabling the tool to easily integrate with existing systems and adapt to specific user needs. The inventory management tool aims to solve the current challenges by offering a comprehensive, user-friendly solution that aligns with the product owner\'s requirements for efficient inventory management and tracking.\n\n### Product Description\nInvenTrack aims to redefine inventory management with a focus on real-time tracking, automation, and seamless integration. Designed to cater to the dynamic needs of technology product development, it ensures uninterrupted project progress through meticulous stock level management and user-centric functionalities. At its core, InvenTrack prioritizes immediate updates on inventory levels, automated restocking based on predefined thresholds, and comprehensive analytics for insightful forecasting. The system includes specialized tracking for perishables, integration with key business platforms, a user-friendly interface to minimize manual input errors, multi-location support for widespread resource tracking, and customizable alerts for optimum inventory management.\n\n### Features\n#### Real-Time Inventory Tracking\n##### Description\nThis feature ensures inventory levels are updated instantly as transactions occur, providing the team with up-to-date information.\n##### Considerations\nMust support high transaction volumes without degradation in performance.\n##### Risks\nPotential lag in updates during high volume transactions.\n##### External Tools Required\nHigh performance database, possibly incorporating NoSQL technologies for scalability.\n##### Priority: CRITICAL\n#### Automated Reordering\n##### Description\nAutomatically initiates restocking orders when inventory falls below predefined thresholds.\n##### Considerations\nReorder thresholds must be customizable by inventory managers.\n##### Risks\nIncorrect configuration could lead to overstocking or stock-outs.\n##### External Tools Required\nIntegration with procurement systems.\n##### Priority: HIGH\n#### Detailed Reporting and Analytics\n##### Description\nGenerates reports on historical data and trends to aid in forecasting future inventory needs.\n##### Considerations\nMust offer both standardized and customizable report templates.\n##### Risks\nOverly complex analytics could deter use by non-technical staff.\n##### External Tools Required\nBusiness intelligence tools for data visualization and analysis.\n##### Priority: HIGH\n#### Batch and Expiry Tracking\n##### Description\nTracks perishable goods by batch numbers and expiry dates to ensure quality standards.\n##### Considerations\nMust be adaptable to different types of perishable inventory items.\n##### Risks\nRisk of manual entry error leading to compliance issues.\n##### External Tools Required\nQR/Barcode scanning technology for accurate data entry.\n##### Priority: MEDIUM\n#### Integration Capabilities\n##### Description\nEnables the tool to work in harmony with sales, procurement, and business systems for streamlined operations.\n##### Considerations\nDevelop robust API endpoints; ensure compatibility with a variety of platforms.\n##### Risks\nIntegration failures could disrupt operations.\n##### External Tools Required\nAPI management platforms for secure, scalable integrations.\n##### Priority: HIGH\n#### Intuitive User Interface\n##### Description\nFacilitates easy addition, updating, and deletion of inventory items through an intuitive interface.\n##### Considerations\nDesign must cater to both technical and non-technical users.\n##### Risks\nPoor usability could result in lower adoption rates.\n##### External Tools Required\nUser experience design tools and platforms for prototype testing.\n##### Priority: HIGH\n#### Multi-Location Support\n##### Description\nManages and tracks inventory across different warehouses or stores efficiently.\n##### Considerations\nSystem architecture must support scalability for growing operations.\n##### Risks\nInaccurate tracking could result from syncing issues between locations.\n##### External Tools Required\nCloud-based platforms to ensure data cohesion across locations.\n##### Priority: MEDIUM\n#### Customizable Alerts and Notifications\n##### Description\nNotifies users about stock levels and replenishment recommendations based on custom thresholds.\n##### Considerations\nAlert system must allow for a high degree of customization.\n##### Risks\nNotification overload could result in alert fatigue.\n##### External Tools Required\nNotification services platform for delivering alerts via multiple channels.\n##### Priority: MEDIUM\n\n### Clarifiying Questions\n- "Do we need a front end for this: "The proposed tool is designed to proactively manage and track inventory levels and usage for client services, addressing the specific needs of the product owner. The inventory tracking tool will include various functionalities catering to the dynamic requirements of technology product development, ensuring seamless project progress. Key functionalities will include:\n\n1. Real-time inventory tracking to provide immediate updates on stock levels as transactions occur, thereby ensuring the development team always has the necessary tools and components.\n\n2. Automated reordering functionality to initiate restocking orders automatically when inventory falls below predefined thresholds. This feature aims to prevent shortages of crucial development tools and components.\n\n3. Detailed reporting and analytics to assist in forecasting future inventory needs based on historical data and trends, which is essential for planning and budgeting purposes.\n\n4. Batch and expiry tracking for managing perishable goods and ensuring that only quality components are used in the development process.\n\n5. Integration capabilities with sales, procurement, and other business systems (like POS and e-commerce platforms) for a unified approach to business management and to eliminate the challenges posed by the current system\'s poor integration capabilities.\n\n6. An intuitive user interface that reduces the need for manual data entry, thereby minimizing the risks associated with human error. The interface will facilitate easy addition, updating, and deletion of inventory items.\n\n7. Multi-location support to manage inventory across several warehouses or stores efficiently, ensuring accurate tracking of resources regardless of their physical location.\n\n8. Customizable alerts and notifications for stock levels, replenishment recommendations, and out-of-stock and overstock situations to optimize inventory levels and prevent potential disruptions in the development process.\n\nAPI endpoints will be developed to support these functionalities, enabling the tool to easily integrate with existing systems and adapt to specific user needs. The inventory management tool aims to solve the current challenges by offering a comprehensive, user-friendly solution that aligns with the product owner\'s requirements for efficient inventory management and tracking."": "Yes" : Reasoning: "Considering the requirements listed, including real-time tracking, automated reordering, reporting and analytics, batch and expiry tracking, integration capabilities, an intuitive user interface, multi-location support, and customizable alerts, a front-end interface is essential. Each of these functionalities involves direct interaction with users, who need to visualize inventory levels, manage reorders, assess reports, and configure settings effectively. An intuitive and user-friendly front end is crucial for facilitating these interactions, minimizing human error, and enhancing overall efficiency and user satisfaction. Without a front end, leveraging the full capabilities of the proposed tool would be challenging for end-users, potentially limiting the solution\'s effectiveness in addressing the product owner\'s inventory management challenges."\n- "Who is the expected user of this: "The proposed tool is designed to proactively manage and track inventory levels and usage for client services, addressing the specific needs of the product owner. The inventory tracking tool will include various functionalities catering to the dynamic requirements of technology product development, ensuring seamless project progress. Key functionalities will include:\n\n1. Real-time inventory tracking to provide immediate updates on stock levels as transactions occur, thereby ensuring the development team always has the necessary tools and components.\n\n2. Automated reordering functionality to initiate restocking orders automatically when inventory falls below predefined thresholds. This feature aims to prevent shortages of crucial development tools and components.\n\n3. Detailed reporting and analytics to assist in forecasting future inventory needs based on historical data and trends, which is essential for planning and budgeting purposes.\n\n4. Batch and expiry tracking for managing perishable goods and ensuring that only quality components are used in the development process.\n\n5. Integration capabilities with sales, procurement, and other business systems (like POS and e-commerce platforms) for a unified approach to business management and to eliminate the challenges posed by the current system\'s poor integration capabilities.\n\n6. An intuitive user interface that reduces the need for manual data entry, thereby minimizing the risks associated with human error. The interface will facilitate easy addition, updating, and deletion of inventory items.\n\n7. Multi-location support to manage inventory across several warehouses or stores efficiently, ensuring accurate tracking of resources regardless of their physical location.\n\n8. Customizable alerts and notifications for stock levels, replenishment recommendations, and out-of-stock and overstock situations to optimize inventory levels and prevent potential disruptions in the development process.\n\nAPI endpoints will be developed to support these functionalities, enabling the tool to easily integrate with existing systems and adapt to specific user needs. The inventory management tool aims to solve the current challenges by offering a comprehensive, user-friendly solution that aligns with the product owner\'s requirements for efficient inventory management and tracking."": "Inventory Managers, Procurement Specialists, Project Managers, Technology Developers" : Reasoning: "The tool\'s comprehensive features are geared towards various roles within organizations that manage or rely on inventory for operational success. Inventory Managers are directly responsible for tracking stock levels and would greatly benefit from real-time updates and automated reordering. Procurement Specialists need detailed reporting and analytics to make informed purchasing decisions, while Project Managers overseeing technology development projects require seamless access to tools and components, making multi-location support vital for them. Lastly, Technology Developers, though not typically involved in inventory management, would certainly benefit from assurances that necessary components are always available, facilitating uninterrupted project progress."\n- "What is the skill level of the expected user of this: "The proposed tool is designed to proactively manage and track inventory levels and usage for client services, addressing the specific needs of the product owner. The inventory tracking tool will include various functionalities catering to the dynamic requirements of technology product development, ensuring seamless project progress. Key functionalities will include:\n\n1. Real-time inventory tracking to provide immediate updates on stock levels as transactions occur, thereby ensuring the development team always has the necessary tools and components.\n\n2. Automated reordering functionality to initiate restocking orders automatically when inventory falls below predefined thresholds. This feature aims to prevent shortages of crucial development tools and components.\n\n3. Detailed reporting and analytics to assist in forecasting future inventory needs based on historical data and trends, which is essential for planning and budgeting purposes.\n\n4. Batch and expiry tracking for managing perishable goods and ensuring that only quality components are used in the development process.\n\n5. Integration capabilities with sales, procurement, and other business systems (like POS and e-commerce platforms) for a unified approach to business management and to eliminate the challenges posed by the current system\'s poor integration capabilities.\n\n6. An intuitive user interface that reduces the need for manual data entry, thereby minimizing the risks associated with human error. The interface will facilitate easy addition, updating, and deletion of inventory items.\n\n7. Multi-location support to manage inventory across several warehouses or stores efficiently, ensuring accurate tracking of resources regardless of their physical location.\n\n8. Customizable alerts and notifications for stock levels, replenishment recommendations, and out-of-stock and overstock situations to optimize inventory levels and prevent potential disruptions in the development process.\n\nAPI endpoints will be developed to support these functionalities, enabling the tool to easily integrate with existing systems and adapt to specific user needs. The inventory management tool aims to solve the current challenges by offering a comprehensive, user-friendly solution that aligns with the product owner\'s requirements for efficient inventory management and tracking."": "Intermediate to Advanced" : Reasoning: "Considering the array of functionalities proposed for the inventory management tool, ranging from real-time tracking and automated reordering to detailed analytics and multi-location support, the expected skill level of the users would vary from intermediate to advanced. Inventory Managers, Procurement Specialists, and Project Managers, already familiar with the nuances of inventory management, would likely be the direct users. Their proficiency with similar tools and understanding of inventory dynamics would categorize them as intermediate to advanced users. Furthermore, the tool\'s design emphasis on an intuitive user interface suggests a consideration for accessibility, aiming to lower the barrier for users who may not be deeply technical but are knowledgeable about their specific operational needs. Thus, while the tool incorporates advanced features, its intended user-friendly design is aimed to accommodate users with a broad skill range, with a core focus on those possessing intermediate to advanced understanding of inventory management practices."\n\n\n### Conclusive Q&A\n- "What are the specific performance requirements for real-time inventory tracking to ensure seamless user experience?": "Optimized database use, possible microservices for scalability, and analysis of user patterns to ensure performance meets expectations." : Reasoning: "Since real-time inventory tracking is crucial, performance metrics like response time and update frequency are vital to ensure a smooth experience."\n- "What is the preferred technology stack for the development of API endpoints?": "A modern, supported stack that offers real-time processing capabilities, good community support, and scalability -- potentially Node.js and React." : Reasoning: "Choosing the right technology stack is crucial for scalability, maintainability, and seamless integration with existing systems."\n- "How will batch and expiry tracking integrate with current warehousing practices?": "Adaptive and flexible system design, informed by an analysis of current practices, for seamless integration." : Reasoning: "Understanding current warehousing practices is necessary to integrate new features without disrupting existing operations."\n- "What are the security protocols and compliance requirements for data across different locations?": "Strong encryption practices, adherence to legal standards, and regular security audits." : Reasoning: "Given the importance of inventory data, ensuring its security, especially in a multi-location setup, is paramount."\n- "Can you detail the customization capabilities for alerts and notifications to meet various user preferences?": "Highly configurable alert system capable of adjusting thresholds, mediums, and frequencies, based on user research." : Reasoning: "Different users might have different needs for alerts, so understanding the scope of customization is key."\n- "What are the data migration strategies for integrating with existing systems?": "Phased, ETL-supported migration prioritizing data integrity, minimal downtime, and compatibility." : Reasoning: "Effective data migration is crucial to prevent data loss and ensure continuity of operations during integration."\n- "How will the user interface be designed to accommodate non-technical users while providing depth for technical users?": "An intuitive, modular UI that caters to a wide range of users, validated through extensive user testing." : Reasoning: "Balancing simplicity for ease of use and complexity for advanced functionality is crucial for user adoption."\n- "What scalability considerations are in place for future expansion?": "Cloud-based, containerized architecture ensuring scalability for future growth and expansion." : Reasoning: "As the tool grows, it should be able to handle increased load without performance degradation."\n- "How will the tool facilitate easy addition, updating, and deletion of inventory items for users?": "User-friendly interfaces supported by flexible, robust APIs, validated through usability testing." : Reasoning: "Simplifying these tasks is essential for user satisfaction and operational efficiency."\n- "What provisions are being made for disaster recovery and data backup?": "Geo-redundant cloud storage, automated backups, and regularly tested recovery procedures for robust disaster recovery." : Reasoning: "Ensuring data integrity and availability in case of system failures is critical for reliability."\n\n\n### Requirement Q&A\n- "do we need db?": "Yes" : Reasoning: "Considering the necessity to store inventory data, user activities, and configurations, a database is essential for managing this information efficiently."\n- "do we need an api for talking to a front end?": "Yes" : Reasoning: "To facilitate the interaction between the front end and the backend, ensuring real-time updates and seamless user interactions, an API is critical."\n- "do we need an api for talking to other services?": "Yes" : Reasoning: "Given the integration with sales, procurement, and other business systems, an API for interacting with other services is necessary for a unified approach."\n- "do we need an api for other services talking to us?": "Yes" : Reasoning: "For external systems to send data or trigger actions within our system, providing an API endpoint is crucial."\n- "do we need to issue api keys for other services to talk to us?": "Yes" : Reasoning: "To ensure secure communication and identify third-party services interacting with our system, issuing API keys is a necessary security measure."\n- "do we need monitoring?": "Yes" : Reasoning: "Monitoring system performance, tracking usage patterns, and identifying potential issues proactively are paramount for maintaining a high quality of service."\n- "do we need internationalization?": "Yes" : Reasoning: "Considering the potential global use case and the need to cater to users in different locations, internationalization is an important feature to include."\n- "do we need analytics?": "Yes" : Reasoning: "For informed decision-making and to gain insights into inventory management effectiveness, user behavior, and system performance, analytics is necessary."\n- "is there monetization?": "Yes" : Reasoning: "Given the detailed functionalities and the provision for a comprehensive tool, implementing a monetization model is plausible to support ongoing development and provide services."\n- "is the monetization via a paywall or ads?": "Paywall" : Reasoning: "Considering the professional context and the need for a seamless user experience without interruptions, a paywall represents a more suitable monetization method."\n- "does this require a subscription or a one-time purchase?": "Subscription" : Reasoning: "Given the ongoing value the tool provides over time, such as inventory management and tracking, a subscription model is better suited to this scenario."\n- "is the whole service monetized or only part?": "Part" : Reasoning: "It is wise to have the essential functionalities available under the subscription model, while basic functionality might be accessible to demonstrate value and encourage subscription."\n- "is monetization implemented through authorization?": "Yes" : Reasoning: "For implementing a tiered access model where premium features are accessible based on the subscription, utilizing authorization to manage user access is necessary."\n- "do we need authentication?": "Yes" : Reasoning: "To ensure that only authorized users can access the system and their data, implementing authentication mechanisms is necessary."\n- "do we need authorization?": "Yes" : Reasoning: "Given the system will have users with varying roles and access needs, such as Inventory Managers and Project Managers, an authorization system is critical to manage these distinctions securely."\n- "what authorization roles do we need?": "["InventoryManager", "ProcurementSpecialist", "ProjectManager", "TechnologyDeveloper"]" : Reasoning: "Considering the distinct functions and access requirements mentioned throughout, differentiation through roles like Inventory Manager, Procurement Specialist, Project Manager, and Technology Developer is needed."\n\n\n### Requirements\n### Functional Requirements\n#### Real-Time Inventory Tracking\n##### Thoughts\nThis is fundamental for dynamic inventory management and underpins several other functionalities.\n##### Description\nThe system must update inventory levels instantly as transactions occur, ensuring the availability of current stock information for all users.\n#### Automated Reordering\n##### Thoughts\nAutomation reduces manual oversight and prevents stock shortages.\n##### Description\nTrigger automatic restocking orders when inventory levels fall below customizable threshold levels, involving integration with procurement systems.\n#### Detailed Reporting and Analytics\n##### Thoughts\nInsightful analytics are crucial for strategic planning and efficient inventory management.\n##### Description\nGenerate reports based on historical inventory data and trends to support decision-making regarding future inventory needs, with customizable report features.\n#### Batch and Expiry Tracking\n##### Thoughts\nThis is key for compliance and quality control, especially for managing perishables.\n##### Description\nEnable tracking of perishable goods by batch numbers and expiry dates, integrating scanning technology for accurate data entry.\n#### Integration with Other Systems\n##### Thoughts\nIntegration capabilities are vital for a unified business management environment.\n##### Description\nMust provide robust API endpoints to facilitate seamless integration with sales, procurement, and other essential business systems.\n#### User Interface Usability\n##### Thoughts\nBalancing simplicity and complexity is key to adoption and satisfaction across user groups.\n##### Description\nOffer an intuitive and modular interface for adding, updating, and deleting inventory items, optimizing for user experience across skill levels.\n#### Multi-Location Support\n##### Thoughts\nEssential for businesses with dispersed inventory to maintain cohesive management.\n##### Description\nManage and track inventory across several warehouses or stores, ensuring accurate resource tracking regardless of physical location.\n#### Customizable Alerts and Notifications\n##### Thoughts\nCritical for proactive inventory management and avoiding disruptions.\n##### Description\nProvide a highly configurable alert system for stock levels, replenishment, and out-of-stock situations, adjustable by thresholds, mediums, and frequencies.\n\n### Nonfunctional Requirements\n#### Scalability\n##### Thoughts\nScalability ensures the system can grow with the business and handle peak loads.\n##### Description\nMust support scalability in data handling, user load, and functionality expansion without performance degradation.\n#### Performance\n##### Thoughts\nPerformance impacts user satisfaction and the system\'s reliability in dynamic environments.\n##### Description\nEnsure high performance, particularly regarding real-time inventory updates and report generation, even under high transaction volumes.\n#### Security\n##### Thoughts\nSecurity is paramount to protect sensitive business information and maintain trust.\n##### Description\nImplement strong encryption practices, comply with legal data standards, and conduct regular security audits to protect inventory data.\n#### Usability\n##### Thoughts\nUser-friendly design is essential for efficiency, adoption, and minimizing errors.\n##### Description\nDesign an intuitive user interface that caters to both non-technical and technical users, validated through user testing.\n#### Reliability\n##### Thoughts\nReliability supports business continuity and data integrity in case of system failure.\n##### Description\nEnsure system stability and reliability, with mechanisms for disaster recovery and data backup.\n#### Compliance\n##### Thoughts\nCompliance maintains operational legality and safeguards against legal challenges.\n##### Description\nAdhere to relevant legal and industry standards for data handling and privacy.\n#### Interoperability\n##### Thoughts\nFacilitates seamless system integration and maximizes operational efficiency.\n##### Description\nEnsure compatibility with various business systems and platforms through robust API development and management.\n#### Maintainability\n##### Thoughts\nMaintainability reduces total ownership costs and facilitates system evolution.\n##### Description\nDesign for easy maintenance, updates, and feature additions, ensuring long-term system utility.\n\n\n### Modules\n### Module: InventoryManagement\n#### Description\nManages inventory data, facilitates real-time updates on stock levels, automates reordering processes based on predefined criteria, and tracks perishable goods\' batches and expiry dates.\n#### Requirements\n#### Requirement: Inventory Tracking\nUpdate inventory levels in real-time as transactions occur.\n\n#### Requirement: Automated Reordering\nAutomatically place orders for items below threshold levels.\n\n#### Requirement: Batch and Expiry Management\nManage inventory items based on batch numbers and expiration.\n\n#### Endpoints\n##### list_inventory: `GET /inventory`\n\nFetch a list of inventory items.\n\n##### Request: `###### ListInventoryRequest\n**Description**: ListInventoryRequest\n\n**Parameters**:\n- **Name**: filters\n  - **Type**: InventoryFilter\n  - **Description**: Optional filters to apply when listing inventory items.\n\n- **Name**: pagination\n  - **Type**: PaginationParams\n  - **Description**: Optional pagination control parameters.\n\n`\n##### Response:`###### ListInventoryRequest\n**Description**: ListInventoryRequest\n\n**Parameters**:\n- **Name**: filters\n  - **Type**: InventoryFilter\n  - **Description**: Optional filters to apply when listing inventory items.\n\n- **Name**: pagination\n  - **Type**: PaginationParams\n  - **Description**: Optional pagination control parameters.\n\n`\n\n\nname=\'InventoryFilter\' description=\'Optional filters for listing inventory items, including filter by location, batch, and name.\' params=[Parameter(name=\'locationId\', param_type=\'int\', description=\'Allows filtering inventory items by their stored location ID.\'), Parameter(name=\'batchId\', param_type=\'int\', description=\'Allows filtering inventory items by their associated batch ID.\'), Parameter(name=\'name\', param_type=\'string\', description=\'Allows filtering inventory items by a name or partial name match.\')]\n\nname=\'PaginationParams\' description=\'Parameters for controlling the pagination of the list_inventory response.\' params=[Parameter(name=\'page\', param_type=\'int\', description=\'Specifies the page number of inventory items to retrieve.\'), Parameter(name=\'pageSize\', param_type=\'int\', description=\'Specifies the number of inventory items per page.\')]\n\n##### Database Schema\n\n## InvenTrackSchema\n**Description**: This schema defines the structure for the InvenTrack inventory management system, including users, inventory items, orders, reports, batches, and locations.\n**Tables**:\n**User**\n\n**Description**: Stores user information including their role.\n\n**Definition**:\n```\nmodel User {\n  id        Int    @id @default(autoincrement())\n  email     String @unique\n  password  String\n  role      Role\n  orders    Order[]\n  alerts    Alert[]\n}\n```\n\n**InventoryItem**\n\n**Description**: Represents an inventory item, including name, description, quantity, and which location/batch it belongs to.\n\n**Definition**:\n```\nmodel InventoryItem {\n  id          Int      @id @default(autoincrement())\n  name        String\n  description String?\n  quantity    Int\n  locationId  Int\n  batchId     Int\n  location    Location @relation(fields: [locationId], references: [id])\n  batch       Batch    @relation(fields: [batchId], references: [id])\n}\n```\n\n**Order**\n\n**Description**: Tracks orders made by users, whether automated or manual.\n\n**Definition**:\n```\nmodel Order {\n  id        Int       @id @default(autoincrement())\n  userId    Int\n  itemId    Int\n  quantity  Int\n  orderType OrderType\n  user      User      @relation(fields: [userId], references: [id])\n  item      InventoryItem @relation(fields: [itemId], references: [id])\n}\n```\n\n**Report**\n\n**Description**: Stores reports generated by users about inventory.\n\n**Definition**:\n```\nmodel Report {\n  id      Int     @id @default(autoincrement())\n  userId  Int\n  content String\n  user    User    @relation(fields: [userId], references: [id])\n}\n```\n\n**Batch**\n\n**Description**: Defines a batch of items, particularly for perishables with an expiry date.\n\n**Definition**:\n```\nmodel Batch {\n  id             Int             @id @default(autoincrement())\n  expirationDate DateTime\n  items          InventoryItem[]\n}\n```\n\n**Location**\n\n**Description**: Represents a physical location or warehouse where inventory is stored.\n\n**Definition**:\n```\nmodel Location {\n  id    Int              @id @default(autoincrement())\n  name  String\n  address String\n  items InventoryItem[]\n}\n```\n\n**Alert**\n\n**Description**: Customizable alerts set by users for tracking inventory levels.\n\n**Definition**:\n```\nmodel Alert {\n  id        Int       @id @default(autoincrement())\n  userId    Int\n  criteria  String\n  threshold Int\n  user      User      @relation(fields: [userId], references: [id])\n}\n```\n\n**Integration**\n\n**Description**: Details the external business systems that InvenTrack integrates with.\n\n**Definition**:\n```\nmodel Integration {\n  id         Int        @id @default(autoincrement())\n  systemType SystemType\n  details    String?\n}\n```\n\n\n##### update_inventory_item: `PUT /inventory/{id}`\n\nUpdate an inventory item\'s details.\n\n##### Request: `###### UpdateInventoryItemInput\n**Description**: UpdateInventoryItemInput\n\n**Parameters**:\n- **Name**: id\n  - **Type**: int\n  - **Description**: the unique identifier of the inventory item to update\n\n- **Name**: name\n  - **Type**: str\n  - **Description**: optional: the new name of the inventory item\n\n- **Name**: description\n  - **Type**: str\n  - **Description**: optional: the new description of the inventory item\n\n- **Name**: quantity\n  - **Type**: int\n  - **Description**: optional: the new quantity of the inventory item\n\n- **Name**: locationId\n  - **Type**: int\n  - **Description**: optional: the new location identifier where the inventory item is stored\n\n- **Name**: batchId\n  - **Type**: int\n  - **Description**: optional: the new batch identifier associated with the inventory item\n\n`\n##### Response:`###### UpdateInventoryItemInput\n**Description**: UpdateInventoryItemInput\n\n**Parameters**:\n- **Name**: id\n  - **Type**: int\n  - **Description**: the unique identifier of the inventory item to update\n\n- **Name**: name\n  - **Type**: str\n  - **Description**: optional: the new name of the inventory item\n\n- **Name**: description\n  - **Type**: str\n  - **Description**: optional: the new description of the inventory item\n\n- **Name**: quantity\n  - **Type**: int\n  - **Description**: optional: the new quantity of the inventory item\n\n- **Name**: locationId\n  - **Type**: int\n  - **Description**: optional: the new location identifier where the inventory item is stored\n\n- **Name**: batchId\n  - **Type**: int\n  - **Description**: optional: the new batch identifier associated with the inventory item\n\n`\n\n\n\n\n##### Database Schema\n\n## InvenTrackSchema\n**Description**: This schema defines the structure for the InvenTrack inventory management system, including users, inventory items, orders, reports, batches, and locations.\n**Tables**:\n**User**\n\n**Description**: Stores user information including their role.\n\n**Definition**:\n```\nmodel User {\n  id        Int    @id @default(autoincrement())\n  email     String @unique\n  password  String\n  role      Role\n  orders    Order[]\n  alerts    Alert[]\n}\n```\n\n**InventoryItem**\n\n**Description**: Represents an inventory item, including name, description, quantity, and which location/batch it belongs to.\n\n**Definition**:\n```\nmodel InventoryItem {\n  id          Int      @id @default(autoincrement())\n  name        String\n  description String?\n  quantity    Int\n  locationId  Int\n  batchId     Int\n  location    Location @relation(fields: [locationId], references: [id])\n  batch       Batch    @relation(fields: [batchId], references: [id])\n}\n```\n\n**Order**\n\n**Description**: Tracks orders made by users, whether automated or manual.\n\n**Definition**:\n```\nmodel Order {\n  id        Int       @id @default(autoincrement())\n  userId    Int\n  itemId    Int\n  quantity  Int\n  orderType OrderType\n  user      User      @relation(fields: [userId], references: [id])\n  item      InventoryItem @relation(fields: [itemId], references: [id])\n}\n```\n\n**Report**\n\n**Description**: Stores reports generated by users about inventory.\n\n**Definition**:\n```\nmodel Report {\n  id      Int     @id @default(autoincrement())\n  userId  Int\n  content String\n  user    User    @relation(fields: [userId], references: [id])\n}\n```\n\n**Batch**\n\n**Description**: Defines a batch of items, particularly for perishables with an expiry date.\n\n**Definition**:\n```\nmodel Batch {\n  id             Int             @id @default(autoincrement())\n  expirationDate DateTime\n  items          InventoryItem[]\n}\n```\n\n**Location**\n\n**Description**: Represents a physical location or warehouse where inventory is stored.\n\n**Definition**:\n```\nmodel Location {\n  id    Int              @id @default(autoincrement())\n  name  String\n  address String\n  items InventoryItem[]\n}\n```\n\n**Alert**\n\n**Description**: Customizable alerts set by users for tracking inventory levels.\n\n**Definition**:\n```\nmodel Alert {\n  id        Int       @id @default(autoincrement())\n  userId    Int\n  criteria  String\n  threshold Int\n  user      User      @relation(fields: [userId], references: [id])\n}\n```\n\n**Integration**\n\n**Description**: Details the external business systems that InvenTrack integrates with.\n\n**Definition**:\n```\nmodel Integration {\n  id         Int        @id @default(autoincrement())\n  systemType SystemType\n  details    String?\n}\n```\n\n\n##### create_inventory_item: `POST /inventory`\n\nAdd a new inventory item.\n\n##### Request: `###### CreateInventoryItemRequest\n**Description**: CreateInventoryItemRequest\n\n**Parameters**:\n- **Name**: inventoryItem\n  - **Type**: InventoryItemCreateInput\n  - **Description**: Object containing details necessary for adding a new inventory item.\n\n`\n##### Response:`###### CreateInventoryItemRequest\n**Description**: CreateInventoryItemRequest\n\n**Parameters**:\n- **Name**: inventoryItem\n  - **Type**: InventoryItemCreateInput\n  - **Description**: Object containing details necessary for adding a new inventory item.\n\n`\n\n\nname=\'InventoryItemCreateInput\' description=\'Defines the necessary parameters for creating a new inventory item, including name, quantity, and optionally description, locationId, and batchId for perishables.\' params=[Parameter(name=\'name\', param_type=\'str\', description=\'The name of the inventory item.\'), Parameter(name=\'description\', param_type=\'str\', description=\'A brief description of the inventory item. Optional.\'), Parameter(name=\'quantity\', param_type=\'int\', description=\'The initial stock quantity of the inventory item.\'), Parameter(name=\'locationId\', param_type=\'int\', description=\'The ID of the location where the inventory item is stored. Optional.\'), Parameter(name=\'batchId\', param_type=\'int\', description=\'Related batch ID for perishable goods. Optional.\')]\n\n##### Database Schema\n\n## InvenTrackSchema\n**Description**: This schema defines the structure for the InvenTrack inventory management system, including users, inventory items, orders, reports, batches, and locations.\n**Tables**:\n**User**\n\n**Description**: Stores user information including their role.\n\n**Definition**:\n```\nmodel User {\n  id        Int    @id @default(autoincrement())\n  email     String @unique\n  password  String\n  role      Role\n  orders    Order[]\n  alerts    Alert[]\n}\n```\n\n**InventoryItem**\n\n**Description**: Represents an inventory item, including name, description, quantity, and which location/batch it belongs to.\n\n**Definition**:\n```\nmodel InventoryItem {\n  id          Int      @id @default(autoincrement())\n  name        String\n  description String?\n  quantity    Int\n  locationId  Int\n  batchId     Int\n  location    Location @relation(fields: [locationId], references: [id])\n  batch       Batch    @relation(fields: [batchId], references: [id])\n}\n```\n\n**Order**\n\n**Description**: Tracks orders made by users, whether automated or manual.\n\n**Definition**:\n```\nmodel Order {\n  id        Int       @id @default(autoincrement())\n  userId    Int\n  itemId    Int\n  quantity  Int\n  orderType OrderType\n  user      User      @relation(fields: [userId], references: [id])\n  item      InventoryItem @relation(fields: [itemId], references: [id])\n}\n```\n\n**Report**\n\n**Description**: Stores reports generated by users about inventory.\n\n**Definition**:\n```\nmodel Report {\n  id      Int     @id @default(autoincrement())\n  userId  Int\n  content String\n  user    User    @relation(fields: [userId], references: [id])\n}\n```\n\n**Batch**\n\n**Description**: Defines a batch of items, particularly for perishables with an expiry date.\n\n**Definition**:\n```\nmodel Batch {\n  id             Int             @id @default(autoincrement())\n  expirationDate DateTime\n  items          InventoryItem[]\n}\n```\n\n**Location**\n\n**Description**: Represents a physical location or warehouse where inventory is stored.\n\n**Definition**:\n```\nmodel Location {\n  id    Int              @id @default(autoincrement())\n  name  String\n  address String\n  items InventoryItem[]\n}\n```\n\n**Alert**\n\n**Description**: Customizable alerts set by users for tracking inventory levels.\n\n**Definition**:\n```\nmodel Alert {\n  id        Int       @id @default(autoincrement())\n  userId    Int\n  criteria  String\n  threshold Int\n  user      User      @relation(fields: [userId], references: [id])\n}\n```\n\n**Integration**\n\n**Description**: Details the external business systems that InvenTrack integrates with.\n\n**Definition**:\n```\nmodel Integration {\n  id         Int        @id @default(autoincrement())\n  systemType SystemType\n  details    String?\n}\n```\n\n\n##### delete_inventory_item: `DELETE /inventory/{id}`\n\nRemove an inventory item.\n\n##### Request: `###### DeleteInventoryItemInput\n**Description**: DeleteInventoryItemInput\n\n**Parameters**:\n- **Name**: id\n  - **Type**: int\n  - **Description**: The unique identifier of the inventory item to be deleted.\n\n`\n##### Response:`###### DeleteInventoryItemInput\n**Description**: DeleteInventoryItemInput\n\n**Parameters**:\n- **Name**: id\n  - **Type**: int\n  - **Description**: The unique identifier of the inventory item to be deleted.\n\n`\n\n\n\n\n##### Database Schema\n\n## InvenTrackSchema\n**Description**: This schema defines the structure for the InvenTrack inventory management system, including users, inventory items, orders, reports, batches, and locations.\n**Tables**:\n**User**\n\n**Description**: Stores user information including their role.\n\n**Definition**:\n```\nmodel User {\n  id        Int    @id @default(autoincrement())\n  email     String @unique\n  password  String\n  role      Role\n  orders    Order[]\n  alerts    Alert[]\n}\n```\n\n**InventoryItem**\n\n**Description**: Represents an inventory item, including name, description, quantity, and which location/batch it belongs to.\n\n**Definition**:\n```\nmodel InventoryItem {\n  id          Int      @id @default(autoincrement())\n  name        String\n  description String?\n  quantity    Int\n  locationId  Int\n  batchId     Int\n  location    Location @relation(fields: [locationId], references: [id])\n  batch       Batch    @relation(fields: [batchId], references: [id])\n}\n```\n\n**Order**\n\n**Description**: Tracks orders made by users, whether automated or manual.\n\n**Definition**:\n```\nmodel Order {\n  id        Int       @id @default(autoincrement())\n  userId    Int\n  itemId    Int\n  quantity  Int\n  orderType OrderType\n  user      User      @relation(fields: [userId], ...equirement: Notification Dispatch\nManage the sending of alerts to users via preferred channels.\n\n#### Endpoints\n##### create_alert: `POST /alerts`\n\nSet a new alert based on inventory criteria.\n\n##### Request: `###### CreateAlertInput\n**Description**: CreateAlertInput\n\n**Parameters**:\n- **Name**: userId\n  - **Type**: int\n  - **Description**: The ID of the user setting the alert.\n\n- **Name**: criteria\n  - **Type**: string\n  - **Description**: Condition or event that triggers the alert.\n\n- **Name**: threshold\n  - **Type**: int\n  - **Description**: Numeric value that triggers the alert when reached or exceeded.\n\n`\n##### Response:`###### CreateAlertInput\n**Description**: CreateAlertInput\n\n**Parameters**:\n- **Name**: userId\n  - **Type**: int\n  - **Description**: The ID of the user setting the alert.\n\n- **Name**: criteria\n  - **Type**: string\n  - **Description**: Condition or event that triggers the alert.\n\n- **Name**: threshold\n  - **Type**: int\n  - **Description**: Numeric value that triggers the alert when reached or exceeded.\n\n`\n\n\nname=\'CreateAlertInput\' description=\'Describes the input required to create a new alert.\' params=[Parameter(name=\'userId\', param_type=\'int\', description=\'The ID of the user setting the alert.\'), Parameter(name=\'criteria\', param_type=\'string\', description=\'The condition that triggers the alert.\'), Parameter(name=\'threshold\', param_type=\'int\', description=\'The numeric value that, when reached or exceeded, triggers the alert.\')]\n\nname=\'CreateAlertOutput\' description="Contains confirmation of the alert creation, including the newly created alert\'s ID." params=[Parameter(name=\'success\', param_type=\'bool\', description=\'Indicates whether the alert was successfully created.\'), Parameter(name=\'alertId\', param_type=\'int?\', description="The unique identifier of the newly created alert, provided when \'success\' is true."), Parameter(name=\'message\', param_type=\'string\', description=\'A message describing the outcome of the alert creation attempt.\')]\n\n##### Database Schema\n\n## InvenTrackSchema\n**Description**: This schema defines the structure for the InvenTrack inventory management system, including users, inventory items, orders, reports, batches, and locations.\n**Tables**:\n**User**\n\n**Description**: Stores user information including their role.\n\n**Definition**:\n```\nmodel User {\n  id        Int    @id @default(autoincrement())\n  email     String @unique\n  password  String\n  role      Role\n  orders    Order[]\n  alerts    Alert[]\n}\n```\n\n**InventoryItem**\n\n**Description**: Represents an inventory item, including name, description, quantity, and which location/batch it belongs to.\n\n**Definition**:\n```\nmodel InventoryItem {\n  id          Int      @id @default(autoincrement())\n  name        String\n  description String?\n  quantity    Int\n  locationId  Int\n  batchId     Int\n  location    Location @relation(fields: [locationId], references: [id])\n  batch       Batch    @relation(fields: [batchId], references: [id])\n}\n```\n\n**Order**\n\n**Description**: Tracks orders made by users, whether automated or manual.\n\n**Definition**:\n```\nmodel Order {\n  id        Int       @id @default(autoincrement())\n  userId    Int\n  itemId    Int\n  quantity  Int\n  orderType OrderType\n  user      User      @relation(fields: [userId], references: [id])\n  item      InventoryItem @relation(fields: [itemId], references: [id])\n}\n```\n\n**Report**\n\n**Description**: Stores reports generated by users about inventory.\n\n**Definition**:\n```\nmodel Report {\n  id      Int     @id @default(autoincrement())\n  userId  Int\n  content String\n  user    User    @relation(fields: [userId], references: [id])\n}\n```\n\n**Batch**\n\n**Description**: Defines a batch of items, particularly for perishables with an expiry date.\n\n**Definition**:\n```\nmodel Batch {\n  id             Int             @id @default(autoincrement())\n  expirationDate DateTime\n  items          InventoryItem[]\n}\n```\n\n**Location**\n\n**Description**: Represents a physical location or warehouse where inventory is stored.\n\n**Definition**:\n```\nmodel Location {\n  id    Int              @id @default(autoincrement())\n  name  String\n  address String\n  items InventoryItem[]\n}\n```\n\n**Alert**\n\n**Description**: Customizable alerts set by users for tracking inventory levels.\n\n**Definition**:\n```\nmodel Alert {\n  id        Int       @id @default(autoincrement())\n  userId    Int\n  criteria  String\n  threshold Int\n  user      User      @relation(fields: [userId], references: [id])\n}\n```\n\n**Integration**\n\n**Description**: Details the external business systems that InvenTrack integrates with.\n\n**Definition**:\n```\nmodel Integration {\n  id         Int        @id @default(autoincrement())\n  systemType SystemType\n  details    String?\n}\n```\n\n\n##### list_alerts: `GET /alerts`\n\nList all configured alerts.\n\n##### Request: `###### ListAlertsRequest\n**Description**: ListAlertsRequest\n\n**Parameters**:\n\n`\n##### Response:`###### ListAlertsRequest\n**Description**: ListAlertsRequest\n\n**Parameters**:\n\n`\n\n\n\n\n##### Database Schema\n\n## InvenTrackSchema\n**Description**: This schema defines the structure for the InvenTrack inventory management system, including users, inventory items, orders, reports, batches, and locations.\n**Tables**:\n**User**\n\n**Description**: Stores user information including their role.\n\n**Definition**:\n```\nmodel User {\n  id        Int    @id @default(autoincrement())\n  email     String @unique\n  password  String\n  role      Role\n  orders    Order[]\n  alerts    Alert[]\n}\n```\n\n**InventoryItem**\n\n**Description**: Represents an inventory item, including name, description, quantity, and which location/batch it belongs to.\n\n**Definition**:\n```\nmodel InventoryItem {\n  id          Int      @id @default(autoincrement())\n  name        String\n  description String?\n  quantity    Int\n  locationId  Int\n  batchId     Int\n  location    Location @relation(fields: [locationId], references: [id])\n  batch       Batch    @relation(fields: [batchId], references: [id])\n}\n```\n\n**Order**\n\n**Description**: Tracks orders made by users, whether automated or manual.\n\n**Definition**:\n```\nmodel Order {\n  id        Int       @id @default(autoincrement())\n  userId    Int\n  itemId    Int\n  quantity  Int\n  orderType OrderType\n  user      User      @relation(fields: [userId], references: [id])\n  item      InventoryItem @relation(fields: [itemId], references: [id])\n}\n```\n\n**Report**\n\n**Description**: Stores reports generated by users about inventory.\n\n**Definition**:\n```\nmodel Report {\n  id      Int     @id @default(autoincrement())\n  userId  Int\n  content String\n  user    User    @relation(fields: [userId], references: [id])\n}\n```\n\n**Batch**\n\n**Description**: Defines a batch of items, particularly for perishables with an expiry date.\n\n**Definition**:\n```\nmodel Batch {\n  id             Int             @id @default(autoincrement())\n  expirationDate DateTime\n  items          InventoryItem[]\n}\n```\n\n**Location**\n\n**Description**: Represents a physical location or warehouse where inventory is stored.\n\n**Definition**:\n```\nmodel Location {\n  id    Int              @id @default(autoincrement())\n  name  String\n  address String\n  items InventoryItem[]\n}\n```\n\n**Alert**\n\n**Description**: Customizable alerts set by users for tracking inventory levels.\n\n**Definition**:\n```\nmodel Alert {\n  id        Int       @id @default(autoincrement())\n  userId    Int\n  criteria  String\n  threshold Int\n  user      User      @relation(fields: [userId], references: [id])\n}\n```\n\n**Integration**\n\n**Description**: Details the external business systems that InvenTrack integrates with.\n\n**Definition**:\n```\nmodel Integration {\n  id         Int        @id @default(autoincrement())\n  systemType SystemType\n  details    String?\n}\n```\n\n\n\n### Module: AccessControl\n#### Description\nSecures access to InvenTrack functionalities, enforcing authentication and authorizing users based on defined roles and permissions.\n#### Requirements\n#### Requirement: Authentication\nVerify user identities through secure login processes.\n\n#### Requirement: Authorization\nGrant access based on user roles and permissions.\n\n#### Endpoints\n##### user_login: `POST /auth/login`\n\nAuthenticate a user and provide token.\n\n##### Request: `###### UserLoginInput\n**Description**: UserLoginInput\n\n**Parameters**:\n- **Name**: email\n  - **Type**: str\n  - **Description**: The user\'s email address.\n\n- **Name**: password\n  - **Type**: str\n  - **Description**: The user\'s account password.\n\n`\n##### Response:`###### UserLoginInput\n**Description**: UserLoginInput\n\n**Parameters**:\n- **Name**: email\n  - **Type**: str\n  - **Description**: The user\'s email address.\n\n- **Name**: password\n  - **Type**: str\n  - **Description**: The user\'s account password.\n\n`\n\n\nname=\'UserLoginInput\' description=\'Captures user login credentials.\' params=[Parameter(name=\'email\', param_type=\'str\', description="The email address associated with the user\'s account."), Parameter(name=\'password\', param_type=\'str\', description="The password for the user\'s account.")]\n\nname=\'UserLoginOutput\' description=\'Contains the result of the login attempt, including a token if successful.\' params=[Parameter(name=\'success\', param_type=\'bool\', description=\'Indicates if the login was successful.\'), Parameter(name=\'token\', param_type=\'str?\', description=\'The authentication token provided upon successful login. Null if login failed.\'), Parameter(name=\'message\', param_type=\'str\', description=\'A message describing the outcome of the login attempt.\')]\n\n##### Database Schema\n\n## InvenTrackSchema\n**Description**: This schema defines the structure for the InvenTrack inventory management system, including users, inventory items, orders, reports, batches, and locations.\n**Tables**:\n**User**\n\n**Description**: Stores user information including their role.\n\n**Definition**:\n```\nmodel User {\n  id        Int    @id @default(autoincrement())\n  email     String @unique\n  password  String\n  role      Role\n  orders    Order[]\n  alerts    Alert[]\n}\n```\n\n**InventoryItem**\n\n**Description**: Represents an inventory item, including name, description, quantity, and which location/batch it belongs to.\n\n**Definition**:\n```\nmodel InventoryItem {\n  id          Int      @id @default(autoincrement())\n  name        String\n  description String?\n  quantity    Int\n  locationId  Int\n  batchId     Int\n  location    Location @relation(fields: [locationId], references: [id])\n  batch       Batch    @relation(fields: [batchId], references: [id])\n}\n```\n\n**Order**\n\n**Description**: Tracks orders made by users, whether automated or manual.\n\n**Definition**:\n```\nmodel Order {\n  id        Int       @id @default(autoincrement())\n  userId    Int\n  itemId    Int\n  quantity  Int\n  orderType OrderType\n  user      User      @relation(fields: [userId], references: [id])\n  item      InventoryItem @relation(fields: [itemId], references: [id])\n}\n```\n\n**Report**\n\n**Description**: Stores reports generated by users about inventory.\n\n**Definition**:\n```\nmodel Report {\n  id      Int     @id @default(autoincrement())\n  userId  Int\n  content String\n  user    User    @relation(fields: [userId], references: [id])\n}\n```\n\n**Batch**\n\n**Description**: Defines a batch of items, particularly for perishables with an expiry date.\n\n**Definition**:\n```\nmodel Batch {\n  id             Int             @id @default(autoincrement())\n  expirationDate DateTime\n  items          InventoryItem[]\n}\n```\n\n**Location**\n\n**Description**: Represents a physical location or warehouse where inventory is stored.\n\n**Definition**:\n```\nmodel Location {\n  id    Int              @id @default(autoincrement())\n  name  String\n  address String\n  items InventoryItem[]\n}\n```\n\n**Alert**\n\n**Description**: Customizable alerts set by users for tracking inventory levels.\n\n**Definition**:\n```\nmodel Alert {\n  id        Int       @id @default(autoincrement())\n  userId    Int\n  criteria  String\n  threshold Int\n  user      User      @relation(fields: [userId], references: [id])\n}\n```\n\n**Integration**\n\n**Description**: Details the external business systems that InvenTrack integrates with.\n\n**Definition**:\n```\nmodel Integration {\n  id         Int        @id @default(autoincrement())\n  systemType SystemType\n  details    String?\n}\n```\n\n\n##### user_logout: `POST /auth/logout`\n\nLogs out a user, invalidating the session token.\n\n##### Request: `###### LogoutInput\n**Description**: LogoutInput\n\n**Parameters**:\n\n`\n##### Response:`###### LogoutInput\n**Description**: LogoutInput\n\n**Parameters**:\n\n`\n\n\n\n\n##### Database Schema\n\n## InvenTrackSchema\n**Description**: This schema defines the structure for the InvenTrack inventory management system, including users, inventory items, orders, reports, batches, and locations.\n**Tables**:\n**User**\n\n**Description**: Stores user information including their role.\n\n**Definition**:\n```\nmodel User {\n  id        Int    @id @default(autoincrement())\n  email     String @unique\n  password  String\n  role      Role\n  orders    Order[]\n  alerts    Alert[]\n}\n```\n\n**InventoryItem**\n\n**Description**: Represents an inventory item, including name, description, quantity, and which location/batch it belongs to.\n\n**Definition**:\n```\nmodel InventoryItem {\n  id          Int      @id @default(autoincrement())\n  name        String\n  description String?\n  quantity    Int\n  locationId  Int\n  batchId     Int\n  location    Location @relation(fields: [locationId], references: [id])\n  batch       Batch    @relation(fields: [batchId], references: [id])\n}\n```\n\n**Order**\n\n**Description**: Tracks orders made by users, whether automated or manual.\n\n**Definition**:\n```\nmodel Order {\n  id        Int       @id @default(autoincrement())\n  userId    Int\n  itemId    Int\n  quantity  Int\n  orderType OrderType\n  user      User      @relation(fields: [userId], references: [id])\n  item      InventoryItem @relation(fields: [itemId], references: [id])\n}\n```\n\n**Report**\n\n**Description**: Stores reports generated by users about inventory.\n\n**Definition**:\n```\nmodel Report {\n  id      Int     @id @default(autoincrement())\n  userId  Int\n  content String\n  user    User    @relation(fields: [userId], references: [id])\n}\n```\n\n**Batch**\n\n**Description**: Defines a batch of items, particularly for perishables with an expiry date.\n\n**Definition**:\n```\nmodel Batch {\n  id             Int             @id @default(autoincrement())\n  expirationDate DateTime\n  items          InventoryItem[]\n}\n```\n\n**Location**\n\n**Description**: Represents a physical location or warehouse where inventory is stored.\n\n**Definition**:\n```\nmodel Location {\n  id    Int              @id @default(autoincrement())\n  name  String\n  address String\n  items InventoryItem[]\n}\n```\n\n**Alert**\n\n**Description**: Customizable alerts set by users for tracking inventory levels.\n\n**Definition**:\n```\nmodel Alert {\n  id        Int       @id @default(autoincrement())\n  userId    Int\n  criteria  String\n  threshold Int\n  user      User      @relation(fields: [userId], references: [id])\n}\n```\n\n**Integration**\n\n**Description**: Details the external business systems that InvenTrack integrates with.\n\n**Definition**:\n```\nmodel Integration {\n  id         Int        @id @default(autoincrement())\n  systemType SystemType\n  details    String?\n}\n```\n\n\n##### check_permissions: `GET /auth/permissions/{userid}`\n\nVerify if a user has permissions for a specific action.\n\n##### Request: `###### CheckPermissionsInput\n**Description**: CheckPermissionsInput\n\n**Parameters**:\n- **Name**: userid\n  - **Type**: int\n  - **Description**: The unique identifier of the user.\n\n- **Name**: action\n  - **Type**: str\n  - **Description**: Specific action or permission to check for. Optional; could be structured to check against multiple actions.\n\n`\n##### Response:`###### CheckPermissionsInput\n**Description**: CheckPermissionsInput\n\n**Parameters**:\n- **Name**: userid\n  - **Type**: int\n  - **Description**: The unique identifier of the user.\n\n- **Name**: action\n  - **Type**: str\n  - **Description**: Specific action or permission to check for. Optional; could be structured to check against multiple actions.\n\n`\n\n\nname=\'PermissionCheckResult\' description="Represents the result of checking a user\'s permissions." params=[Parameter(name=\'hasPermission\', param_type=\'bool\', description=\'Indicates whether the user has the requested permission.\'), Parameter(name=\'message\', param_type=\'str\', description=\'Provides additional information about the permission check, e.g., granted, denied, or reason for denial.\')]\n\n##### Database Schema\n\n## InvenTrackSchema\n**Description**: This schema defines the structure for the InvenTrack inventory management system, including users, inventory items, orders, reports, batches, and locations.\n**Tables**:\n**User**\n\n**Description**: Stores user information including their role.\n\n**Definition**:\n```\nmodel User {\n  id        Int    @id @default(autoincrement())\n  email     String @unique\n  password  String\n  role      Role\n  orders    Order[]\n  alerts    Alert[]\n}\n```\n\n**InventoryItem**\n\n**Description**: Represents an inventory item, including name, description, quantity, and which location/batch it belongs to.\n\n**Definition**:\n```\nmodel InventoryItem {\n  id          Int      @id @default(autoincrement())\n  name        String\n  description String?\n  quantity    Int\n  locationId  Int\n  batchId     Int\n  location    Location @relation(fields: [locationId], references: [id])\n  batch       Batch    @relation(fields: [batchId], references: [id])\n}\n```\n\n**Order**\n\n**Description**: Tracks orders made by users, whether automated or manual.\n\n**Definition**:\n```\nmodel Order {\n  id        Int       @id @default(autoincrement())\n  userId    Int\n  itemId    Int\n  quantity  Int\n  orderType OrderType\n  user      User      @relation(fields: [userId], references: [id])\n  item      InventoryItem @relation(fields: [itemId], references: [id])\n}\n```\n\n**Report**\n\n**Description**: Stores reports generated by users about inventory.\n\n**Definition**:\n```\nmodel Report {\n  id      Int     @id @default(autoincrement())\n  userId  Int\n  content String\n  user    User    @relation(fields: [userId], references: [id])\n}\n```\n\n**Batch**\n\n**Description**: Defines a batch of items, particularly for perishables with an expiry date.\n\n**Definition**:\n```\nmodel Batch {\n  id             Int             @id @default(autoincrement())\n  expirationDate DateTime\n  items          InventoryItem[]\n}\n```\n\n**Location**\n\n**Description**: Represents a physical location or warehouse where inventory is stored.\n\n**Definition**:\n```\nmodel Location {\n  id    Int              @id @default(autoincrement())\n  name  String\n  address String\n  items InventoryItem[]\n}\n```\n\n**Alert**\n\n**Description**: Customizable alerts set by users for tracking inventory levels.\n\n**Definition**:\n```\nmodel Alert {\n  id        Int       @id @default(autoincrement())\n  userId    Int\n  criteria  String\n  threshold Int\n  user      User      @relation(fields: [userId], references: [id])\n}\n```\n\n**Integration**\n\n**Description**: Details the external business systems that InvenTrack integrates with.\n\n**Definition**:\n```\nmodel Integration {\n  id         Int        @id @default(autoincrement())\n  systemType SystemType\n  details    String?\n}\n```\n\n\n\n### Database Design\n## InvenTrackSchema\n**Description**: This schema defines the structure for the InvenTrack inventory management system, including users, inventory items, orders, reports, batches, and locations.\n**Tables**:\n**User**\n\n**Description**: Stores user information including their role.\n\n**Definition**:\n```\nmodel User {\n  id        Int    @id @default(autoincrement())\n  email     String @unique\n  password  String\n  role      Role\n  orders    Order[]\n  alerts    Alert[]\n}\n```\n\n**InventoryItem**\n\n**Description**: Represents an inventory item, including name, description, quantity, and which location/batch it belongs to.\n\n**Definition**:\n```\nmodel InventoryItem {\n  id          Int      @id @default(autoincrement())\n  name        String\n  description String?\n  quantity    Int\n  locationId  Int\n  batchId     Int\n  location    Location @relation(fields: [locationId], references: [id])\n  batch       Batch    @relation(fields: [batchId], references: [id])\n}\n```\n\n**Order**\n\n**Description**: Tracks orders made by users, whether automated or manual.\n\n**Definition**:\n```\nmodel Order {\n  id        Int       @id @default(autoincrement())\n  userId    Int\n  itemId    Int\n  quantity  Int\n  orderType OrderType\n  user      User      @relation(fields: [userId], references: [id])\n  item      InventoryItem @relation(fields: [itemId], references: [id])\n}\n```\n\n**Report**\n\n**Description**: Stores reports generated by users about inventory.\n\n**Definition**:\n```\nmodel Report {\n  id      Int     @id @default(autoincrement())\n  userId  Int\n  content String\n  user    User    @relation(fields: [userId], references: [id])\n}\n```\n\n**Batch**\n\n**Description**: Defines a batch of items, particularly for perishables with an expiry date.\n\n**Definition**:\n```\nmodel Batch {\n  id             Int             @id @default(autoincrement())\n  expirationDate DateTime\n  items          InventoryItem[]\n}\n```\n\n**Location**\n\n**Description**: Represents a physical location or warehouse where inventory is stored.\n\n**Definition**:\n```\nmodel Location {\n  id    Int              @id @default(autoincrement())\n  name  String\n  address String\n  items InventoryItem[]\n}\n```\n\n**Alert**\n\n**Description**: Customizable alerts set by users for tracking inventory levels.\n\n**Definition**:\n```\nmodel Alert {\n  id        Int       @id @default(autoincrement())\n  userId    Int\n  criteria  String\n  threshold Int\n  user      User      @relation(fields: [userId], references: [id])\n}\n```\n\n**Integration**\n\n**Description**: Details the external business systems that InvenTrack integrates with.\n\n**Definition**:\n```\nmodel Integration {\n  id         Int        @id @default(autoincrement())\n  systemType SystemType\n  details    String?\n}\n```\n\n'""",
        api_routes=[
            APIRouteRequirement(
                method="GET",
                path="/inventory",
                function_name="list_inventory",
                description="Fetch a list of inventory items.",
                access_level=AccessLevel.PUBLIC,
                request_model=RequestModel(
                    name="ListInventoryRequest",
                    description="ListInventoryRequest",
                    params=[
                        Parameter(
                            name="filters",
                            param_type="InventoryFilter",
                            description="Optional filters to apply when listing inventory items.",
                        ),
                        Parameter(
                            name="pagination",
                            param_type="PaginationParams",
                            description="Optional pagination control parameters.",
                        ),
                    ],
                ),
                response_model=ResponseModel(
                    name="ListInventoryRequest",
                    description="ListInventoryRequest",
                    params=[
                        Parameter(
                            name="items",
                            param_type="array[InventoryItem]",
                            description="A list of inventory items that match the request criteria.",
                        ),
                        Parameter(
                            name="totalItems",
                            param_type="int",
                            description="The total number of inventory items that match the request filters, ignoring pagination.",
                        ),
                        Parameter(
                            name="currentPage",
                            param_type="int",
                            description="The current page number of the inventory items list.",
                        ),
                        Parameter(
                            name="totalPages",
                            param_type="int",
                            description="The total number of pages available based on the current filter and pagination settings.",
                        ),
                    ],
                ),
                database_schema=database_schema,
                data_models=[
                    EndpointDataModel(
                        name="InventoryFilter",
                        description="Optional filters for listing inventory items, including filter by location, batch, and name.",
                        params=[
                            Parameter(
                                name="locationId",
                                param_type="int",
                                description="Allows filtering inventory items by their stored location ID.",
                            ),
                            Parameter(
                                name="batchId",
                                param_type="int",
                                description="Allows filtering inventory items by their associated batch ID.",
                            ),
                            Parameter(
                                name="name",
                                param_type="string",
                                description="Allows filtering inventory items by a name or partial name match.",
                            ),
                        ],
                    ),
                    EndpointDataModel(
                        name="PaginationParams",
                        description="Parameters for controlling the pagination of the list_inventory response.",
                        params=[
                            Parameter(
                                name="page",
                                param_type="int",
                                description="Specifies the page number of inventory items to retrieve.",
                            ),
                            Parameter(
                                name="pageSize",
                                param_type="int",
                                description="Specifies the number of inventory items per page.",
                            ),
                        ],
                    ),
                ],
            ),
            APIRouteRequirement(
                method="PUT",
                path="/inventory/{id}",
                function_name="update_inventory_item",
                description="Update an inventory item's details.",
                access_level=AccessLevel.PUBLIC,
                request_model=RequestModel(
                    name="UpdateInventoryItemInput",
                    description="UpdateInventoryItemInput",
                    params=[
                        Parameter(
                            name="id",
                            param_type="int",
                            description="the unique identifier of the inventory item to update",
                        ),
                        Parameter(
                            name="name",
                            param_type="str",
                            description="optional: the new name of the inventory item",
                        ),
                        Parameter(
                            name="description",
                            param_type="str",
                            description="optional: the new description of the inventory item",
                        ),
                        Parameter(
                            name="quantity",
                            param_type="int",
                            description="optional: the new quantity of the inventory item",
                        ),
                        Parameter(
                            name="locationId",
                            param_type="int",
                            description="optional: the new location identifier where the inventory item is stored",
                        ),
                        Parameter(
                            name="batchId",
                            param_type="int",
                            description="optional: the new batch identifier associated with the inventory item",
                        ),
                    ],
                ),
                response_model=ResponseModel(
                    name="UpdateInventoryItemInput",
                    description="UpdateInventoryItemInput",
                    params=[
                        Parameter(
                            name="success",
                            param_type="bool",
                            description="indicates if the update operation was successful",
                        ),
                        Parameter(
                            name="message",
                            param_type="str",
                            description="provides details on the outcome of the operation, including error messages",
                        ),
                        Parameter(
                            name="updatedItem",
                            param_type="InventoryItem",
                            description="optional: the updated inventory item details, provided if the update was successful",
                        ),
                    ],
                ),
                database_schema=database_schema,
                data_models=[],
            ),
            APIRouteRequirement(
                method="POST",
                path="/inventory",
                function_name="create_inventory_item",
                description="Add a new inventory item.",
                access_level=AccessLevel.PUBLIC,
                request_model=RequestModel(
                    name="CreateInventoryItemRequest",
                    description="CreateInventoryItemRequest",
                    params=[
                        Parameter(
                            name="inventoryItem",
                            param_type="InventoryItemCreateInput",
                            description="Object containing details necessary for adding a new inventory item.",
                        )
                    ],
                ),
                response_model=ResponseModel(
                    name="CreateInventoryItemRequest",
                    description="CreateInventoryItemRequest",
                    params=[
                        Parameter(
                            name="success",
                            param_type="bool",
                            description="Indicates if the item was successfully created.",
                        ),
                        Parameter(
                            name="itemId",
                            param_type="int",
                            description="The ID of the newly created inventory item.",
                        ),
                        Parameter(
                            name="message",
                            param_type="str",
                            description="A descriptive message about the result of the operation.",
                        ),
                    ],
                ),
                database_schema=database_schema,
                data_models=[
                    EndpointDataModel(
                        name="InventoryItemCreateInput",
                        description="Defines the necessary parameters for creating a new inventory item, including name, quantity, and optionally description, locationId, and batchId for perishables.",
                        params=[
                            Parameter(
                                name="name",
                                param_type="str",
                                description="The name of the inventory item.",
                            ),
                            Parameter(
                                name="description",
                                param_type="str",
                                description="A brief description of the inventory item. Optional.",
                            ),
                            Parameter(
                                name="quantity",
                                param_type="int",
                                description="The initial stock quantity of the inventory item.",
                            ),
                            Parameter(
                                name="locationId",
                                param_type="int",
                                description="The ID of the location where the inventory item is stored. Optional.",
                            ),
                            Parameter(
                                name="batchId",
                                param_type="int",
                                description="Related batch ID for perishable goods. Optional.",
                            ),
                        ],
                    )
                ],
            ),
            APIRouteRequirement(
                method="DELETE",
                path="/inventory/{id}",
                function_name="delete_inventory_item",
                description="Remove an inventory item.",
                access_level=AccessLevel.PUBLIC,
                request_model=RequestModel(
                    name="DeleteInventoryItemInput",
                    description="DeleteInventoryItemInput",
                    params=[
                        Parameter(
                            name="id",
                            param_type="int",
                            description="The unique identifier of the inventory item to be deleted.",
                        )
                    ],
                ),
                response_model=ResponseModel(
                    name="DeleteInventoryItemInput",
                    description="DeleteInventoryItemInput",
                    params=[
                        Parameter(
                            name="success",
                            param_type="bool",
                            description="Indicates whether the deletion was successful.",
                        ),
                        Parameter(
                            name="error_message",
                            param_type="str",
                            description="Provides an error message if the deletion was not successful. This field is optional and may not be present if 'success' is true.",
                        ),
                    ],
                ),
                database_schema=database_schema,
                data_models=[],
            ),
            APIRouteRequirement(
                method="POST",
                path="/reports",
                function_name="create_report",
                description="Generate a new report based on provided parameters.",
                access_level=AccessLevel.PUBLIC,
                request_model=RequestModel(
                    name="CreateReportRequest",
                    description="CreateReportRequest",
                    params=[
                        Parameter(
                            name="reportParams",
                            param_type="CreateReportParams",
                            description="Object containing all necessary parameters to create a report.",
                        )
                    ],
                ),
                response_model=ResponseModel(
                    name="CreateReportRequest",
                    description="CreateReportRequest",
                    params=[
                        Parameter(
                            name="result",
                            param_type="CreateReportResponse",
                            description="Object containing the result of the report creation attempt.",
                        )
                    ],
                ),
                database_schema=database_schema,
                data_models=[
                    EndpointDataModel(
                        name="CreateReportParams",
                        description="Defines the parameters required for creating a new inventory report.",
                        params=[
                            Parameter(
                                name="dateRange",
                                param_type="DateRange",
                                description="The date range for which the report should cover.",
                            ),
                            Parameter(
                                name="reportType",
                                param_type="String",
                                description="Specifies the type of report to generate, such as 'inventoryLevel', 'reordering', or 'expiryTracking'.",
                            ),
                            Parameter(
                                name="inventoryItems",
                                param_type="List[int]",
                                description="Optional. A list of inventory item IDs to include in the report. If not provided, the report covers all items.",
                            ),
                        ],
                    ),
                    EndpointDataModel(
                        name="CreateReportResponse",
                        description="The response returned after attempting to create a report. Contains the report's ID if successful.",
                        params=[
                            Parameter(
                                name="success",
                                param_type="bool",
                                description="Indicates if the report was successfully created.",
                            ),
                            Parameter(
                                name="reportId",
                                param_type="int?",
                                description="The unique identifier of the newly created report. Null if 'success' is false.",
                            ),
                            Parameter(
                                name="message",
                                param_type="String",
                                description="A message detailing the outcome of the request.",
                            ),
                        ],
                    ),
                ],
            ),
            APIRouteRequirement(
                method="GET",
                path="/reports",
                function_name="get_reports",
                description="List all available reports.",
                access_level=AccessLevel.PUBLIC,
                request_model=RequestModel(
                    name="GetReportsRequest", description="GetReportsRequest", params=[]
                ),
                response_model=ResponseModel(
                    name="GetReportsRequest",
                    description="GetReportsRequest",
                    params=[
                        Parameter(
                            name="reports",
                            param_type="list of ReportSummary",
                            description="A list of report summaries",
                        ),
                        Parameter(
                            name="totalCount",
                            param_type="int",
                            description="The total number of reports available",
                        ),
                        Parameter(
                            name="page",
                            param_type="int",
                            description="The current page number",
                        ),
                        Parameter(
                            name="pageSize",
                            param_type="int",
                            description="The number of items per page",
                        ),
                    ],
                ),
                database_schema=database_schema,
                data_models=[
                    EndpointDataModel(
                        name="ReportSummary",
                        description="Summarizes essential details of a report for listing purposes.",
                        params=[
                            Parameter(
                                name="id",
                                param_type="int",
                                description="Unique identifier of the report",
                            ),
                            Parameter(
                                name="title",
                                param_type="str",
                                description="Title of the report",
                            ),
                            Parameter(
                                name="creationDate",
                                param_type="datetime",
                                description="The date and time when the report was created",
                            ),
                            Parameter(
                                name="description",
                                param_type="str",
                                description="A brief description of the report",
                            ),
                        ],
                    )
                ],
            ),
            APIRouteRequirement(
                method="POST",
                path="/integrations",
                function_name="create_integration",
                description="Register a new integration with an external system.",
                access_level=AccessLevel.PUBLIC,
                request_model=RequestModel(
                    name="CreateIntegrationInput",
                    description="CreateIntegrationInput",
                    params=[
                        Parameter(
                            name="systemType",
                            param_type="string",
                            description="The type of system to integrate.",
                        ),
                        Parameter(
                            name="details",
                            param_type="string",
                            description="Configuration details for the integration.",
                        ),
                    ],
                ),
                response_model=ResponseModel(
                    name="CreateIntegrationInput",
                    description="CreateIntegrationInput",
                    params=[
                        Parameter(
                            name="success",
                            param_type="bool",
                            description="Indicates if the operation was successful.",
                        ),
                        Parameter(
                            name="integrationId",
                            param_type="int",
                            description="ID of the created integration, if successful.",
                        ),
                        Parameter(
                            name="message",
                            param_type="string",
                            description="Outcome message.",
                        ),
                    ],
                ),
                database_schema=database_schema,
                data_models=[
                    EndpointDataModel(
                        name="CreateIntegrationInput",
                        description="Parameters required to register a new external system integration.",
                        params=[
                            Parameter(
                                name="systemType",
                                param_type="string",
                                description="The type of system being integrated; defines the integration protocol or standard.",
                            ),
                            Parameter(
                                name="details",
                                param_type="string",
                                description="Configuration details necessary for establishing the connection with the external system.",
                            ),
                        ],
                    ),
                    EndpointDataModel(
                        name="CreateIntegrationResponse",
                        description="The output after successfully registering a new integration.",
                        params=[
                            Parameter(
                                name="success",
                                param_type="bool",
                                description="Indicates if the integration was successfully created.",
                            ),
                            Parameter(
                                name="integrationId",
                                param_type="int",
                                description="The unique identifier of the newly created integration. Provided only if success is true.",
                            ),
                            Parameter(
                                name="message",
                                param_type="string",
                                description="A message describing the outcome of the operation.",
                            ),
                        ],
                    ),
                ],
            ),
            APIRouteRequirement(
                method="GET",
                path="/integrations",
                function_name="list_integrations",
                description="List all external system integrations.",
                access_level=AccessLevel.PUBLIC,
                request_model=RequestModel(
                    name="ListIntegrationsRequest",
                    description="ListIntegrationsRequest",
                    params=[],
                ),
                response_model=ResponseModel(
                    name="ListIntegrationsRequest",
                    description="ListIntegrationsRequest",
                    params=[
                        Parameter(
                            name="integrations",
                            param_type="List[IntegrationSummary]",
                            description="A list of integration summaries detailing the available external system integrations.",
                        )
                    ],
                ),
                database_schema=database_schema,
                data_models=[
                    EndpointDataModel(
                        name="IntegrationSummary",
                        description="Summarizes essential details of an external system integration for listing purposes.",
                        params=[
                            Parameter(
                                name="id",
                                param_type="int",
                                description="Unique identifier of the integration.",
                            ),
                            Parameter(
                                name="systemType",
                                param_type="str",
                                description="Type of the external system (e.g., Sales, Procurement).",
                            ),
                            Parameter(
                                name="details",
                                param_type="str",
                                description="Additional details or description of the integration.",
                            ),
                        ],
                    )
                ],
            ),
            APIRouteRequirement(
                method="POST",
                path="/alerts",
                function_name="create_alert",
                description="Set a new alert based on inventory criteria.",
                access_level=AccessLevel.PUBLIC,
                request_model=RequestModel(
                    name="CreateAlertInput",
                    description="CreateAlertInput",
                    params=[
                        Parameter(
                            name="userId",
                            param_type="int",
                            description="The ID of the user setting the alert.",
                        ),
                        Parameter(
                            name="criteria",
                            param_type="string",
                            description="Condition or event that triggers the alert.",
                        ),
                        Parameter(
                            name="threshold",
                            param_type="int",
                            description="Numeric value that triggers the alert when reached or exceeded.",
                        ),
                    ],
                ),
                response_model=ResponseModel(
                    name="CreateAlertInput",
                    description="CreateAlertInput",
                    params=[
                        Parameter(
                            name="success",
                            param_type="bool",
                            description="Indicates if the alert creation was successful.",
                        ),
                        Parameter(
                            name="alertId",
                            param_type="int?",
                            description="The ID of the newly created alert if successful.",
                        ),
                        Parameter(
                            name="message",
                            param_type="string",
                            description="Descriptive message of the alert creation outcome.",
                        ),
                    ],
                ),
                database_schema=database_schema,
                data_models=[
                    EndpointDataModel(
                        name="CreateAlertInput",
                        description="Describes the input required to create a new alert.",
                        params=[
                            Parameter(
                                name="userId",
                                param_type="int",
                                description="The ID of the user setting the alert.",
                            ),
                            Parameter(
                                name="criteria",
                                param_type="string",
                                description="The condition that triggers the alert.",
                            ),
                            Parameter(
                                name="threshold",
                                param_type="int",
                                description="The numeric value that, when reached or exceeded, triggers the alert.",
                            ),
                        ],
                    ),
                    EndpointDataModel(
                        name="CreateAlertOutput",
                        description="Contains confirmation of the alert creation, including the newly created alert's ID.",
                        params=[
                            Parameter(
                                name="success",
                                param_type="bool",
                                description="Indicates whether the alert was successfully created.",
                            ),
                            Parameter(
                                name="alertId",
                                param_type="int?",
                                description="The unique identifier of the newly created alert, provided when 'success' is true.",
                            ),
                            Parameter(
                                name="message",
                                param_type="string",
                                description="A message describing the outcome of the alert creation attempt.",
                            ),
                        ],
                    ),
                ],
            ),
            APIRouteRequirement(
                method="GET",
                path="/alerts",
                function_name="list_alerts",
                description="List all configured alerts.",
                access_level=AccessLevel.PUBLIC,
                request_model=RequestModel(
                    name="ListAlertsRequest", description="ListAlertsRequest", params=[]
                ),
                response_model=ResponseModel(
                    name="ListAlertsRequest",
                    description="ListAlertsRequest",
                    params=[
                        Parameter(
                            name="alerts",
                            param_type="List[AlertDetail]",
                            description="List containing detailed configurations of all alerts.",
                        )
                    ],
                ),
                database_schema=database_schema,
                data_models=[],
            ),
            APIRouteRequirement(
                method="POST",
                path="/auth/login",
                function_name="user_login",
                description="Authenticate a user and provide token.",
                access_level=AccessLevel.PUBLIC,
                request_model=RequestModel(
                    name="UserLoginInput",
                    description="UserLoginInput",
                    params=[
                        Parameter(
                            name="email",
                            param_type="str",
                            description="The user's email address.",
                        ),
                        Parameter(
                            name="password",
                            param_type="str",
                            description="The user's account password.",
                        ),
                    ],
                ),
                response_model=ResponseModel(
                    name="UserLoginInput",
                    description="UserLoginInput",
                    params=[
                        Parameter(
                            name="success",
                            param_type="bool",
                            description="True if the login was successful, false otherwise.",
                        ),
                        Parameter(
                            name="token",
                            param_type="str?",
                            description="JWT token generated for the session if login is successful.",
                        ),
                        Parameter(
                            name="message",
                            param_type="str",
                            description="Descriptive message about the login attempt.",
                        ),
                    ],
                ),
                database_schema=database_schema,
                data_models=[
                    EndpointDataModel(
                        name="UserLoginInput",
                        description="Captures user login credentials.",
                        params=[
                            Parameter(
                                name="email",
                                param_type="str",
                                description="The email address associated with the user's account.",
                            ),
                            Parameter(
                                name="password",
                                param_type="str",
                                description="The password for the user's account.",
                            ),
                        ],
                    ),
                    EndpointDataModel(
                        name="UserLoginOutput",
                        description="Contains the result of the login attempt, including a token if successful.",
                        params=[
                            Parameter(
                                name="success",
                                param_type="bool",
                                description="Indicates if the login was successful.",
                            ),
                            Parameter(
                                name="token",
                                param_type="str?",
                                description="The authentication token provided upon successful login. Null if login failed.",
                            ),
                            Parameter(
                                name="message",
                                param_type="str",
                                description="A message describing the outcome of the login attempt.",
                            ),
                        ],
                    ),
                ],
            ),
            APIRouteRequirement(
                method="POST",
                path="/auth/logout",
                function_name="user_logout",
                description="Logs out a user, invalidating the session token.",
                access_level=AccessLevel.PUBLIC,
                request_model=RequestModel(
                    name="LogoutInput", description="LogoutInput", params=[]
                ),
                response_model=ResponseModel(
                    name="LogoutInput",
                    description="LogoutInput",
                    params=[
                        Parameter(
                            name="success",
                            param_type="bool",
                            description="Indicates whether the logout was successful.",
                        ),
                        Parameter(
                            name="message",
                            param_type="string",
                            description="Message providing more details on the outcome. It can indicate success or describe why the logout failed.",
                        ),
                    ],
                ),
                database_schema=database_schema,
                data_models=[],
            ),
            APIRouteRequirement(
                method="GET",
                path="/auth/permissions/{userid}",
                function_name="check_permissions",
                description="Verify if a user has permissions for a specific action.",
                access_level=AccessLevel.PUBLIC,
                request_model=RequestModel(
                    name="CheckPermissionsInput",
                    description="CheckPermissionsInput",
                    params=[
                        Parameter(
                            name="userid",
                            param_type="int",
                            description="The unique identifier of the user.",
                        ),
                        Parameter(
                            name="action",
                            param_type="str",
                            description="Specific action or permission to check for. Optional; could be structured to check against multiple actions.",
                        ),
                    ],
                ),
                response_model=ResponseModel(
                    name="CheckPermissionsInput",
                    description="CheckPermissionsInput",
                    params=[
                        Parameter(
                            name="userId",
                            param_type="int",
                            description="The ID of the user whose permissions were checked.",
                        ),
                        Parameter(
                            name="permissions",
                            param_type="list[PermissionCheckResult]",
                            description="A list of results for each action's permission check.",
                        ),
                    ],
                ),
                database_schema=database_schema,
                data_models=[
                    EndpointDataModel(
                        name="PermissionCheckResult",
                        description="Represents the result of checking a user's permissions.",
                        params=[
                            Parameter(
                                name="hasPermission",
                                param_type="bool",
                                description="Indicates whether the user has the requested permission.",
                            ),
                            Parameter(
                                name="message",
                                param_type="str",
                                description="Provides additional information about the permission check, e.g., granted, denied, or reason for denial.",
                            ),
                        ],
                    )
                ],
            ),
        ],
    )


def invoice_payment_tracking() -> ApplicationRequirements:
    schema = DatabaseSchema(
        name="FinFlow",
        description="Prisma schema for FinFlow, a backend system for managing financing, invoicing, and payments.",
        tables=[
            DatabaseTable(
                name="User",
                description="Represents system users with different roles.",
                definition="model User {\n  id    String  @id @default(cuid())\n  email String  @unique\n  role  Role\n  invoices Invoice[]\n  reports Report[]\n}",
            ),
            DatabaseTable(
                name="Invoice",
                description="Invoicing information, related to users and payments.",
                definition="model Invoice {\n  id     String        @id @default(cuid())\n  userId String\n  user   User          @relation(fields: [userId], references: [id])\n  number String @unique\n  status InvoiceStatus\n  items  InvoiceItem[]\n  payment Payment?\n}",
            ),
            DatabaseTable(
                name="InvoiceItem",
                description="Line items associated with invoices.",
                definition="model InvoiceItem {\n  id        String  @id @default(cuid())\n  invoiceId String\n  invoice   Invoice @relation(fields: [invoiceId], references: [id])\n  description String\n  quantity Int\n  price   Float\n}",
            ),
            DatabaseTable(
                name="Payment",
                description="Payment details linked to invoices and payment gateways.",
                definition="model Payment {\n  id        String @id @default(cuid())\n  invoiceId String\n  invoice   Invoice @relation(fields: [invoiceId], references: [id])\n  amount    Float\n  gatewayId String\n  gateway   PaymentGateway @relation(fields: [gatewayId], references: [id])\n}",
            ),
            DatabaseTable(
                name="Report",
                description="Financial reports generated for the user.",
                definition="model Report {\n  id          String      @id @default(cuid())\n  userId      String\n  user        User        @relation(fields: [userId], references: [id])\n  type        ReportType\n  generatedAt DateTime\n}",
            ),
            DatabaseTable(
                name="PaymentGateway",
                description="Information about payment gateways.",
                definition="model PaymentGateway {\n  id    String    @id @default(cuid())\n  name  String\n  apiKey String\n  payments Payment[]\n}",
            ),
            DatabaseTable(
                name="ComplianceLog",
                description="Log for compliance and auditing.",
                definition="model ComplianceLog {\n  id         String    @id @default(cuid())\n  description String\n  loggedAt   DateTime\n}",
            ),
        ],
    )

    return ApplicationRequirements(
        name="FinFlow",
        context="""# FinFlow\n\n## Task \nhe backend for managnig invoicing, tracking payments, and handling financial reports and insights it should consist of robust API routes to handle  functionalities related to financial transactions. \n\n### Project Description\nBased on the detailed information gathered through the interview process, the task entails developing a backend system focusing on managing invoicing, tracking payments, and facilitating comprehensive financial reports and insights. Such a backend system should encompass a set of robust API routes tailored towards facilitating a range of functionalities pertinent to financial transactions. Key functionalities derived from user inputs include:\n\n- Creation and management of invoices with the ability to distinguish between draft and finalized statuses.\n- Support for adding line items to invoices, inclusive of descriptions, quantities, and price information, along with handling multiple currencies and tax calculations.\n- Automatic generation of unique invoice numbers, provision for discounts, and acceptance of partial payments to enhance usability.\n- Integration with payment gateways to enable direct payments within the system, coupled with endpoints for clients to view their invoices.\n- Sending automated reminders for unpaid invoices and offering detailed reports for tracking invoicing activity to assist businesses in their financial management.\n\nFinancial reports and insights should cover:\n\n- Revenue growth, expense tracking, and profit margins over time.\n- Analysis of cash flow statements to ensure positive cash flow alongside identification of investment opportunities and cost reduction strategies.\n- Insights into customer acquisition costs and lifetime value crucial for strategic planning.\n\nThe preferred technology stack for backend development is Node.js, chosen for its efficiency, lightweight nature, and the rich npm ecosystem that supports rapid feature development and deployment.\n\nCompliance and security requirements are of utmost importance, including adherence to regulations such as GDPR, the Sarbanes-Oxley Act, PCI DSS, and ISO 27001. This adherence is critical for protecting sensitive financial data and avoiding penalties.\n\nThe project should also contemplate best practices for developing financial transaction APIs, which involve ensuring strong security measures, compliance with relevant financial data regulations, clear and well-documented API following RESTful principles, robust error handling, periodic updates, and a scalable architecture.\n\nLatest technologies consideration includes not just the use of Node.js but also the exploration of Python with Django or Flask, Java with Spring, databases like PostgreSQL and MongoDB, Redis for caching, and the adoption of microservices architecture. Secure coding practices and cybersecurity measures are also paramount.\n\n### Product Description\nFinFlow is a comprehensive backend financial management system designed to streamline invoicing, facilitate payments, and provide actionable financial insights for small to medium-sized enterprises (SMEs). By delivering robust API routes, FinFlow enables the creation and management of invoices, supports the addition of detailed line items, handles multi-currency transactions, and integrates with various payment gateways. Additionally, its capabilities extend to sending automated reminders for due payments and generating detailed financial reports that include analysis of revenue growth, expense tracking, profit margins, cash flows, and strategic financial metrics like customer acquisition costs and lifetime value. Developed on a technology stack centered around Node.js for its efficiency and support for rapid deployment, FinFlow prioritizes compliance with global financial regulations such as GDPR, PCI DSS, and the Sarbanes-Oxley Act, ensuring data is securely managed. The architecture leverages modern practices including microservices for scalability and robustness, and it incorporates Python, Java, and various databases to cover a broad range of financial operations. Secure coding and cybersecurity measures are fundamental to protect sensitive financial data.\n\n### Features\n#### Invoice Management\n##### Description\nEnables users to create, manage, and track invoices with support for draft and finalized statuses. Features automatic generation of unique invoice numbers, line items addition, multi-currency and tax calculations.\n##### Considerations\nDesigned for intuitiveness and robustness, ensuring easy management across various currencies and compliance with tax regulations.\n##### Risks\nComplexity in managing currency conversion and tax compliance.\n##### External Tools Required\nCurrency conversion API, tax calculation service.\n##### Priority: CRITICAL\n#### Payment Integration\n##### Description\nIntegrates with multiple payment gateways offering direct payment capabilities within invoices, coupled with endpoints for clients to view and settle their invoices.\n##### Considerations\nMust ensure secure transactions, choosing gateways that comply with financial regulations.\n##### Risks\nSecurity vulnerabilities in payment transactions.\n##### External Tools Required\nPayment gateway SDKs.\n##### Priority: HIGH\n#### Automated Reminders\n##### Description\nAutomates the sending of reminders for unpaid invoices, reducing overdue payments.\n##### Considerations\nSensitive to user engagement without being intrusive.\n##### Risks\nPotential pushback if perceived as too aggressive.\n##### External Tools Required\nEmail and SMS service providers.\n##### Priority: MEDIUM\n#### Financial Reporting\n##### Description\nGenerates comprehensive financial reports covering revenue growth, expense tracking, profit margins, and analysis of cash flow, alongside strategic metrics.\n##### Considerations\nMust be customizable and detailed to cater to varied SME needs.\n##### Risks\nComplexity in ensuring report accuracy and relevance.\n##### External Tools Required\nData visualization tools.\n##### Priority: HIGH\n\n### Clarifiying Questions\n- "Do we need a front end for this?": "No" : Reasoning: "Given the detailed requirements, the focus is primarily on developing a robust backend system with a comprehensive set of functionalities tailored for financial transactions, invoicing, payment tracking, and generating financial insights. The task explicitly outlines the need for managing invoicing, facilitating payments, and providing financial reports through backend capabilities, such as API routes. Although integrating with payment gateways and enabling clients to view their invoices might initially imply a user interface, these interactions can still be facilitated through APIs consumed by existing or third-party front-end systems. The detailed requirements do not explicitly mention the creation of a user interface but rather a solid and secure backend infrastructure to support financial operations, suggesting that the current scope is centered on backend development. The exploration of technologies also leans towards backend development stacks, with no direct mention of front-end frameworks or libraries. Therefore, based on the current information provided, a front end is not a requirement within the outlined scope but rather, the focus should be on building a comprehensive, secure, and compliant backend system."\n- "Who is the expected user of this: "Based on the detailed information gathered through the interview process, the task entails developing a backend system focusing on managing invoicing, tracking payments, and facilitating comprehensive financial reports and insights. Such a backend system should encompass a set of robust API routes tailored towards facilitating a range of functionalities pertinent to financial transactions. Key functionalities derived from user inputs include:\n\n- Creation and management of invoices with the ability to distinguish between draft and finalized statuses.\n- Support for adding line items to invoices, inclusive of descriptions, quantities, and price information, along with handling multiple currencies and tax calculations.\n- Automatic generation of unique invoice numbers, provision for discounts, and acceptance of partial payments to enhance usability.\n- Integration with payment gateways to enable direct payments within the system, coupled with endpoints for clients to view their invoices.\n- Sending automated reminders for unpaid invoices and offering detailed reports for tracking invoicing activity to assist businesses in their financial management.\n\nFinancial reports and insights should cover:\n\n- Revenue growth, expense tracking, and profit margins over time.\n- Analysis of cash flow statements to ensure positive cash flow alongside identification of investment opportunities and cost reduction..."": "The expected users are small to medium-sized enterprises (SMEs) and financial managers within these organizations." : Reasoning: "Given the focus on invoicing, payment tracking, and financial reporting, the backend system being developed is evidently targeted towards businesses, specifically small to medium-sized enterprises (SMEs) that require robust financial management tools but might not have the resources to develop such systems in-house. Financial managers or officers within these organizations would directly interact with the system\'s functionalities, leveraging it to streamline their financial operations, manage invoices and payments efficiently, and gain valuable insights into their financial health through comprehensive reports. These insights and operational efficiencies could empower SMEs to make informed strategic decisions, optimize their cash flow, and foster growth."\n- "What is the skill level of the expected user of this: "Based on the detailed information gathered through the interview process, the task entails developing a backend system focusing on managing invoicing, tracking payments, and facilitating comprehensive financial reports and insights. Such a backend system should encompass a set of robust API routes tailored towards facilitating a range of functionalities pertinent to financial transactions. Key functionalities derived from user inputs include:\n\n- Creation and management of invoices with the ability to distinguish between draft and finalized statuses.\n- Support for adding line items to invoices, inclusive of descriptions, quantities, and price information, along with handling multiple currencies and tax calculations.\n- Automatic generation of unique invoice numbers, provision for discounts, and acceptance of partial payments to enhance usability.\n- Integration with payment gateways to enable direct payments within the system, coupled with endpoints for clients to view their invoices.\n- Sending automated reminders for unpaid invoices and offering detailed reports for tracking invoicing activity to assist businesses in their financial management.\n\nFinancial reports and insights should cover:\n\n- Revenue growth, expense tracking, and profit margins over time.\n- Analysis of cash flow statements to ensure positive cash flow alongside identification of investment opportunities and cost reduction strategies.\n- Insights into customer acquisition costs and lifetime value crucial for strategic planning.\n\nThe preferred technology stack for backend development is Node.js, chosen for its efficiency, lightweight nature, and the rich npm ecosystem that supports rapid feature development and deployment.\n\nCompliance and security requirements are of utmost importance, including adherence to regulations such as GDPR, the Sarbanes-Oxley Act, PCI DSS, and ISO 27001. This adherence is critical for protecting sensitive financial data and avoiding penalties.\n\nThe project should also contemplate best practices for developing financial transaction APIs, which involve ensuring strong security measures, compliance with relevant financial data regulations, clear and well-documented API following RESTful principles, robust error handling, periodic updates, and a scalable architecture.\n\nLatest technologies consideration includes not just the use of Node.js but also the exploration of Python with Django or Flask, Java with Spring, databases like PostgreSQL and MongoDB, Redis for caching, and the adoption of microservices architecture. Secure coding practices and cybersecurity measures are also paramount."": "Intermediate to Advanced" : Reasoning: "Considering the system\'s complexity and the range of functionalities it encompasses, the expected users, particularly financial managers within SMEs, should possess an intermediate to advanced level of skill. First and foremost, they should be comfortable with financial software and concepts, including invoicing, payment tracking, and report generation. A deeper understanding would be beneficial for navigating the system effectively, particularly in interpreting the financial reports and insights the system provides, which would include analysis of cash flow, revenue growth, and other critical financial metrics. Given that getting the most out of these systems could involve using APIs or interpreting data from them, users should be technically adept to some extent, understanding how to interact with or leverage digital tools for their financial operations. However, the system should also be designed with intuitiveness in mind, ensuring even those at the lower end of this skill spectrum can leverage it effectively with a reasonable learning curve. This balances the need for sophisticated functionality with user accessibility, ensuring a greater range of SMEs can benefit from the system."\n\n\n### Conclusive Q&A\n- "What specific data model conventions should be followed for the entities like invoices, payments, and financial reports?": "Adopt a normalized, industry-standard data model, optimized for performance and compliance with flexibility for business-specific customizations." : Reasoning: "Defining a clear data model is crucial for consistency, performance, and future scalability. Clarification on data models will help design efficient database schemas."\n- "How should the system handle multi-currency transactions and conversions?": "Incorporate a reliable, compliant third-party service for real-time currency conversion, with considerations for precision and regulatory adherence." : Reasoning: "Currency handling is crucial for global operations, requiring clarity on conversion rates, storage, and calculations."\n- "What are the specific security measures for API endpoints, particularly those handling sensitive financial data?": "Adopt comprehensive security measures including TLS, OAuth2.0, data encryption, rate limiting, and compliance audits for all financial data handling endpoints." : Reasoning: "Security is paramount, especially for financial transactions. Clear security protocols are needed for API design."\n- "How will the system integrate with various payment gateways, and what are the criteria for selecting them?": "Integrate with multiple reputable payment gateways, selected based on security, compliance, cost-effectiveness, SDK support, and global availability." : Reasoning: "Payment gateway integration is integral to invoicing and payments. Criteria for selection need to be defined."\n- "What auditing and logging requirements should be met to ensure compliance and facilitate debugging?": "Implement scalable, comprehensive logging and auditing mechanisms conforming to GDPR, SOX, and specific financial compliance needs." : Reasoning: "Auditing and logging are crucial for compliance and troubleshooting. Specific requirements need clarification."\n- "How should the backend communicate with potential front-end systems, considering flexibility and ease of integration?": "Develop RESTful APIs, with consideration for GraphQL, fully documented for ease of integration with any front-end systems, focusing on user-friendliness and flexibility." : Reasoning: "Even without developing a front end, ensuring smooth integration with third-party or future front ends is essential."\n- "What considerations should be made for data backup and disaster recovery?": "Adopt automated, encrypted, and compliant backup strategies with robust, tested disaster recovery processes to ensure data integrity and availability." : Reasoning: "Data integrity is critical, necessitating a clear strategy for backups and disaster recovery."\n- "What scalability considerations are in place to accommodate future growth in transaction volume?": "Incorporate a microservices architecture, cloud scalability options like serverless and containers, and strategic data handling measures to ensure system growth capability." : Reasoning: "Proactively addressing scalability can prevent future performance bottlenecks."\n- "Given the potential for regulatory changes, how flexible should the system architecture be to adapt?": "Design the system with modularity and decoupling, focusing on ease of updates and compliance adaptability through independent service updates and clear API versioning." : Reasoning: "Regulatory adherence is dynamic; thus, the system must be designed for adaptability."\n- "What performance benchmarks should the system aim to meet, considering the expected volume of transactions and reporting?": "Set performance benchmarks focusing on high transaction volumes and reporting efficiency, with goals for real-time responsiveness and scalable batch processing for insights." : Reasoning: "Defining performance metrics upfront can guide the optimization efforts and ensure user satisfaction."\n\n\n### Requirement Q&A\n- "do we need db?": "Yes" : Reasoning: "Considering the need to manage invoices, track payments, and generate reports, a database is essential for storing and managing this data efficiently."\n- "do we need an api for talking to a front end?": "Yes" : Reasoning: "Although a front end isn\'t being developed as part of this project, providing an API ensures flexibility and compatibility with existing or third-party front-end systems, allowing SMEs to access the functionalities seamlessly."\n- "do we need an api for talking to other services?": "Yes" : Reasoning: "Integration with payment gateways and possibly other financial services is crucial for processing payments and ensuring the system\'s wide usability for financial management."\n- "do we need an api for other services talking to us?": "Yes" : Reasoning: "Allowing other services to interact with our system through APIs can enhance operational efficiency, like automating invoice payments or data retrieval for financial reports."\n- "do we need to issue api keys for other services to talk to us?": "Yes" : Reasoning: "To ensure secure communication and identify authorized third-party services, issuing API keys is a necessary measure."\n- "do we need monitoring?": "Yes" : Reasoning: "Monitoring is vital for maintaining system health, tracking performance, and timely identifying and addressing potential issues."\n- "do we need internationalization?": "Yes" : Reasoning: "Given that SMEs could operate in or have clients from different regions, supporting multiple languages and currencies is important for ensuring the system\'s broad applicability."\n- "do we need analytics?": "Yes" : Reasoning: "Analytics are crucial for providing financial insights to SMEs, guiding strategic decisions based on financial health, transaction trends, and overview reports."\n- "is there monetization?": "Yes" : Reasoning: "Offering this backend as a service could present a monetization opportunity, providing valuable financial management tools to SMEs."\n- "is the monetization via a paywall or ads?": "Paywall" : Reasoning: "Given the business-oriented nature of the product, monetizing through a paywall would be preferable, offering premium features or tiered service levels without compromising the user experience with ads."\n- "does this require a subscription or a one-time purchase?": "Subscription" : Reasoning: "A subscription model would fit better with the ongoing nature of financial management and the provision of periodic updates, new features, and continuous customer support."\n- "is the whole service monetized or only part?": "Part" : Reasoning: "Offering a base level of service for free while monetizing premium features or additional services could attract a wider user base while still generating revenue."\n- "is monetization implemented through authorization?": "Yes" : Reasoning: "Using authorization to differentiate between free and premium users would be an effective way to implement monetized features."\n- "do we need authentication?": "Yes" : Reasoning: "Authentication is necessary to protect sensitive financial data, ensuring that only authorized users can access and manage their information."\n- "do we need authorization?": "Yes" : Reasoning: "Authorization is crucial for enforcing access controls, particularly in differentiating between user roles and what actions they are allowed to perform within the system."\n- "what authorization roles do we need?": "[\'Admin\', \'FinancialManager\', \'Viewer\']" : Reasoning: "Considering the system will be used by SMEs, roles should be designed to reflect the level of access required by different users, including managing finances, viewing reports, and administering the system."\n\n\n### Requirements\n### Functional Requirements\n#### Invoice Creation and Management\n##### Thoughts\nThis is central to the invoice management feature, addressing the core need of SMEs to efficiently manage their invoicing process.\n##### Description\nAllows users to create, edit, and track the status of invoices, including draft and finalized states, with support for unique invoice numbering, inclusion of line items, and calculation for different currencies and taxes.\n#### Payment Gateway Integration\n##### Thoughts\nEssential for facilitating smooth transactions and ensuring the system supports various methods of payment across different regions.\n##### Description\nEnables the system to integrate with multiple payment gateways, allowing users to make and receive payments directly through the system while complying with global financial regulations.\n#### Automated Payment Reminders\n##### Thoughts\nThis functionality is crucial for improving cash flow and reducing the manual effort in chasing payments.\n##### Description\nAutomates sending reminders for unpaid invoices to reduce the number of overdue payments, utilizing customizable criteria for when and how reminders are sent.\n#### Financial Reporting and Insights\n##### Thoughts\nOffering customizable and comprehensive reports is vital for SMEs to make informed decisions and strategies for growth.\n##### Description\nGenerates detailed reports on financial metrics such as revenue growth, expense tracking, profit margins, and cash flows, alongside providing strategic insights like customer acquisition costs and lifetime value.\n\n### Nonfunctional Requirements\n#### Security and Compliance\n##### Thoughts\nGiven the sensitive nature of financial data, ensuring the highest levels of security and compliance is non-negotiable.\n##### Description\nIncorporates robust security measures including TLS, OAuth2.0, data encryption, and complies with standards like GDPR, PCI DSS, and the Sarbanes-Oxley Act to protect sensitive financial data.\n#### Performance and Scalability\n##### Thoughts\nAs SMEs grow, the system must be able to scale with them, ensuring consistent performance and avoiding bottlenecks.\n##### Description\nDesigned to handle high transaction volumes with goals for real-time responsiveness, leveraging microservices for scalability to accommodate future growth.\n#### Data Integrity and Backup\n##### Thoughts\nMaintaining data integrity and preparing for any disaster recovery scenario is critical for the long-term reliability of the system.\n##### Description\nEnsures the integrity and security of data through automated, encrypted backups and establishes robust disaster recovery processes.\n#### API Security and Accessibility\n##### Thoughts\nGiven the backend focus of FinFlow, providing secure and well-documented APIs is critical for the ease of integration and flexibility.\n##### Description\nEnsures that all API endpoints, especially those handling financial transactions, are secure and compliant while being easily accessible and documented for integration with any front-end systems.\n#### Regulatory Adaptability\n##### Thoughts\nFinancial regulations are often subject to change, so the system\'s architecture must be flexible enough to accommodate these changes without significant overhauls.\n##### Description\nFacilitates easy updates and compliance adaptability through modular design and clear API versioning to accommodate potential regulatory changes.\n\n\n### Modules\n### Module: Invoicing\n#### Description\nManages the lifecycle of invoices from creation, through various edits, to finalization. Supports detailed line items, multi-currency transactions, and automatic tax calculations.\n#### Requirements\n#### Requirement: Invoice Creation\nAllows the creation of an invoice with draft or finalized status, including details like line items and unique invoice numbers.\n\n#### Requirement: Invoice Edit\nPermits editing invoice details, such as adding or removing line items, before finalization.\n\n#### Requirement: Multi-Currency Support\nHandles transactions in different currencies and applies real-time conversion rates during invoice creation.\n\n#### Requirement: Tax Calculations\nAutomatically calculates taxes based on items and applicable rates.\n\n#### Endpoints\n##### create_invoice: `POST /invoices`\n\nCreates a new invoice in the system.\n\n##### Request: `###### InvoiceCreationRequest\n**Description**: InvoiceCreationRequest\n\n**Parameters**:\n- **Name**: userId\n  - **Type**: String\n  - **Description**: Identifier for the user who is creating the invoice.\n\n- **Name**: items\n  - **Type**: Array<InvoiceItemInput>\n  - **Description**: Array of line items to be included in the invoice.\n\n- **Name**: currency\n  - **Type**: String\n  - **Description**: Currency in which the invoice is being issued.\n\n- **Name**: taxRate\n  - **Type**: Float\n  - **Description**: Tax rate applicable to the invoice, represented as a percentage.\n\n`\n##### Response:`###### InvoiceCreationRequest\n**Description**: InvoiceCreationRequest\n\n**Parameters**:\n- **Name**: userId\n  - **Type**: String\n  - **Description**: Identifier for the user who is creating the invoice.\n\n- **Name**: items\n  - **Type**: Array<InvoiceItemInput>\n  - **Description**: Array of line items to be included in the invoice.\n\n- **Name**: currency\n  - **Type**: String\n  - **Description**: Currency in which the invoice is being issued.\n\n- **Name**: taxRate\n  - **Type**: Float\n  - **Description**: Tax rate applicable to the invoice, represented as a percentage.\n\n`\n\n\nname=\'InvoiceCreationInput\' description=\'Model for input required to create a new invoice. This includes information about the invoice itself, the line items, and more.\' params=[Parameter(name=\'userId\', param_type=\'String\', description=\'The ID of the user creating the invoice.\'), Parameter(name=\'items\', param_type=\'Array<InvoiceItemInput>\', description=\'A collection of line items including description, quantity, and price.\'), Parameter(name=\'currency\', param_type=\'String\', description=\'Currency code (e.g., USD, EUR) for the invoice.\'), Parameter(name=\'taxRate\', param_type=\'Float\', description=\'Applicable tax rate for the invoice, if any.\')]\n\nname=\'InvoiceItemInput\' description=\'Details for each item included in the invoice.\' params=[Parameter(name=\'description\', param_type=\'String\', description=\'Description of the line item.\'), Parameter(name=\'quantity\', param_type=\'Integer\', description=\'Quantity of the line item.\'), Parameter(name=\'price\', param_type=\'Float\', description=\'Price per unit of the line item.\')]\n\n##### Database Schema\n\n## FinFlow\n**Description**: Prisma schema for FinFlow, a backend system for managing financing, invoicing, and payments.\n**Tables**:\n**User**\n\n**Description**: Represents system users with different roles.\n\n**Definition**:\n```\nmodel User {\n  id    String  @id @default(cuid())\n  email String  @unique\n  role  Role\n  invoices Invoice[]\n  reports Report[]\n}\n```\n\n**Invoice**\n\n**Description**: Invoicing information, related to users and payments.\n\n**Definition**:\n```\nmodel Invoice {\n  id     String        @id @default(cuid())\n  userId String\n  user   User          @relation(fields: [userId], references: [id])\n  number String @unique\n  status InvoiceStatus\n  items  InvoiceItem[]\n  payment Payment?\n}\n```\n\n**InvoiceItem**\n\n**Description**: Line items associated with invoices.\n\n**Definition**:\n```\nmodel InvoiceItem {\n  id        String  @id @default(cuid())\n  invoiceId String\n  invoice   Invoice @relation(fields: [invoiceId], references: [id])\n  description String\n  quantity Int\n  price   Float\n}\n```\n\n**Payment**\n\n**Description**: Payment details linked to invoices and payment gateways.\n\n**Definition**:\n```\nmodel Payment {\n  id        String @id @default(cuid())\n  invoiceId String\n  invoice   Invoice @relation(fields: [invoiceId], references: [id])\n  amount    Float\n  gatewayId String\n  gateway   PaymentGateway @relation(fields: [gatewayId], references: [id])\n}\n```\n\n**Report**\n\n**Description**: Financial reports generated for the user.\n\n**Definition**:\n```\nmodel Report {\n  id          String      @id @default(cuid())\n  userId      String\n  user        User        @relation(fields: [userId], references: [id])\n  type        ReportType\n  generatedAt DateTime\n}\n```\n\n**PaymentGateway**\n\n**Description**: Information about payment gateways.\n\n**Definition**:\n```\nmodel PaymentGateway {\n  id    String    @id @default(cuid())\n  name  String\n  apiKey String\n  payments Payment[]\n}\n```\n\n**ComplianceLog**\n\n**Description**: Log for compliance and auditing.\n\n**Definition**:\n```\nmodel ComplianceLog {\n  id         String    @id @default(cuid())\n  description String\n  loggedAt   DateTime\n}\n```\n\n\n##### edit_invoice: `PATCH /invoices/{id}`\n\nEdits an existing invoice by ID.\n\n##### Request: `###### EditInvoiceInput\n**Description**: EditInvoiceInput\n\n**Parameters**:\n- **Name**: id\n  - **Type**: String\n  - **Description**: The unique identifier of the invoice to be edited.\n\n- **Name**: invoiceDetails\n  - **Type**: InvoiceEditModel\n  - **Description**: The details of the invoice to be edited, encapsulated within the InvoiceEditModel.\n\n`\n##### Response:`###### EditInvoiceInput\n**Description**: EditInvoiceInput\n\n**Parameters**:\n- **Name**: id\n  - **Type**: String\n  - **Description**: The unique identifier of the invoice to be edited.\n\n- **Name**: invoiceDetails\n  - **Type**: InvoiceEditModel\n  - **Description**: The details of the invoice to be edited, encapsulated within the InvoiceEditModel.\n\n`\n\n\nname=\'InvoiceEditModel\' description=\'Model for editing invoice details, allowing updates to various invoice fields while ensuring that changes to critical fields like currency or finalized status are handled with caution.\' params=[Parameter(name=\'status\', param_type=\'String (Optional)\', description=\'Allows modifying the status of the invoice, i.e., from draft to finalized, but with strict checks to prevent arbitrary status changes.\'), Parameter(name=\'items\', param_type=\'Array[ItemEditModel] (Optional)\', description=\'List of line items to be added or updated in the invoice. Each item modification is described in a separate model.\'), Parameter(name=\'currency\', param_type=\'String (Optional)\', description=\'Currency in which the invoice is denoted. Modifications should ensure no discrepancies in already entered amounts.\')]\n\nname=\'ItemEditModel\' description=\'Model for adding or editing line items within an invoice.\' params=[Parameter(name=\'description\', param_type=\'String\', description=\'Description of the invoice item.\'), Parameter(name=\'quantity\', param_type=\'Integer\', description=\'Quantity of the item.\'), Parameter(name=\'price\', param_type=\'Float\', description=\'Price per unit of the item.\'), Parameter(name=\'id\', param_type=\'String (Optional)\', description=\'Unique ID of the item if it exists. If provided, the item will be updated; otherwise, a new item will be added.\')]\n\n##### Database Schema\n\n## FinFlow\n**Description**: Prisma schema for FinFlow, a backend system for managing financing, invoicing, and payments.\n**Tables**:\n**User**\n\n**Description**: Represents system users with different roles.\n\n**Definition**:\n```\nmodel User {\n  id    String  @id @default(cuid())\n  email String  @unique\n  role  Role\n  invoices Invoice[]\n  reports Report[]\n}\n```\n\n**Invoice**\n\n**Description**: Invoicing information, related to users and payments.\n\n**Definition**:\n```\nmodel Invoice {\n  id     String        @id @default(cuid())\n  userId String\n  user   User          @relation(fields: [userId], references: [id])\n  number String @unique\n  status InvoiceStatus\n  items  InvoiceItem[]\n  payment Payment?\n}\n```\n\n**InvoiceItem**\n\n**Description**: Line items associated with invoices.\n\n**Definition**:\n```\nmodel InvoiceItem {\n  id        String  @id @default(cuid())\n  invoiceId String\n  invoice   Invoice @relation(fields: [invoiceId], references: [id])\n  description String\n  quantity Int\n  price   Float\n}\n```\n\n**Payment**\n\n**Description**: Payment details linked to invoices and payment gateways.\n\n**Definition**:\n```\nmodel Payment {\n  id        String @id @default(cuid())\n  invoiceId String\n  invoice   Invoice @relation(fields: [invoiceId], references: [id])\n  amount    Float\n  gatewayId String\n  gateway   PaymentGateway @relation(fields: [gatewayId], references: [id])\n}\n```\n\n**Report**\n\n**Description**: Financial reports generated for the user.\n\n**Definition**:\n```\nmodel Report {\n  id          String      @id @default(cuid())\n  userId      String\n  user        User        @relation(fields: [userId], references: [id])\n  type        ReportType\n  generatedAt DateTime\n}\n```\n\n**PaymentGateway**\n\n**Description**: Information about payment gateways.\n\n**Definition**:\n```\nmodel PaymentGateway {\n  id    String    @id @default(cuid())\n  name  String\n  apiKey String\n  payments Payment[]\n}\n```\n\n**ComplianceLog**\n\n**Description**: Log for compliance and auditing.\n\n**Definition**:\n```\nmodel ComplianceLog {\n  id         String    @id @default(cuid())\n  description String\n  loggedAt   DateTime\n}\n```\n\n\n##### get_invoice: `GET /invoices/{id}`\n\nRetrieves invoice details by ID.\n\n##### Request: `###### GetInvoiceInput\n**Description**: GetInvoiceInput\n\n**Parameters**:\n- **Name**: id\n  - **Type**: string\n  - **Description**: The unique ID of the invoice to retrieve.\n\n`\n##### Response:`###### GetInvoiceInput\n**Description**: GetInvoiceInput\n\n**Parameters**:\n- **Name**: id\n  - **Type**: string\n  - **Description**: The unique ID of the invoice to retrieve.\n\n`\n\n\n\n\n##### Database Schema\n\n## FinFlow\n**Description**: Prisma schema for FinFlow, a backend system for managing financing, invoicing, and payments.\n**Tables**:\n**User**\n\n**Description**: Represents system users with different roles.\n\n**Definition**:\n```\nmodel User {\n  id    String  @id @default(cuid())\n  email String  @unique\n  role  Role\n  invoices Invoice[]\n  reports Report[]\n}\n```\n\n**Invoice**\n\n**Description**: Invoicing information, related to users and payments.\n\n**Definition**:\n```\nmodel Invoice {\n  id     String        @id @default(cuid())\n  userId String\n  user   User          @relation(fields: [userId], references: [id])\n  number String @unique\n  status InvoiceStatus\n  items  InvoiceItem[]\n  payment Payment?\n}\n```\n\n**InvoiceItem**\n\n**Description**: Line items associated with invoices.\n\n**Definition**:\n```\nmodel InvoiceItem {\n  id        String  @id @default(cuid())\n  invoiceId String\n  invoice   Invoice @relation(fields: [invoiceId], references: [id])\n  description String\n  quantity Int\n  price   Float\n}\n```\n\n**Payment**\n\n**Description**: Payment details linked to invoices and payment gateways.\n\n**Definition**:\n```\nmodel Payment {\n  id        String @id @default(cuid())\n  invoiceId String\n  invoice   Invoice @relation(fields: [invoiceId], references: [id])\n  amount    Float\n  gatewayId String\n  gateway   PaymentGateway @relation(fields: [gatewayId], references: [id])\n}\n```\n\n**Report**\n\n**Description**: Financial reports generated for the user.\n\n**Definition**:\n```\nmodel Report {\n  id          String      @id @default(cuid())\n  userId      String\n  user        User        @relation(fields: [userId], references: [id])\n  type        ReportType\n  generatedAt DateTime\n}\n```\n\n**PaymentGateway**\n\n**Description**: Information about payment gateways.\n\n**Definition**:\n```\nmodel PaymentGateway {\n  id    String    @id @default(cuid())\n  name  String\n  apiKey String\n  payments Payment[]\n}\n```\n\n**ComplianceLog**\n\n**Description**: Log for compliance and auditing.\n\n**Definition**:\n```\nmodel ComplianceLog {\n  id         String    @id @default(cuid())\n  description String\n  loggedAt   DateTime\n}\n```\n\n\n##### list_invoices: `GET /invoices`\n\nLists all invoices related to a user.\n\n##### Request: `###### ListInvoicesRequest\n**Description**: ListInvoicesRequest\n\n**Parameters**:\n- **Name**: userId\n  - **Type**: String\n  - **Description**: The unique identifier of the user whose invoices are to be listed.\n\n- **Name**: page\n  - **Type**: Integer\n  - **Description**: Pagination parameter, denotes the page number of the invoice list to be retrieved.\n\n- **Name**: pageSize\n  - **Type**: Integer\n  - **Description**: Pagination parameter, denotes the number of invoices to be listed per page.\n\n`\n##### Response:`###### ListInvoicesRequest\n**Description**: ListInvoicesRequest\n\n**Parameters**:\n- **Name**: userId\n  - **Type**: String\n  - **Description**: The unique identifier of the user whose invoices are to be listed.\n\n- **Name**: page\n  - **Type**: Integer\n  - **Description**: Pagination parameter, denotes the page number of the invoice list to be retrieved.\n\n- **Name**: pageSize\n  - **Type**: Integer\n  - **Description**: Pagination parameter, denotes the number of invoices to be listed per page.\n\n`\n\n\nname=\'InvoiceSummary\' description=\'A concise model representing the key information of an invoice for listing purposes.\' params=[Parameter(name=\'invoiceId\', param_type=\'String\', description=\'Unique identifier for the invoice.\'), Parameter(name=\'invoiceNumber\', param_type=\'String\', description=\'The unique number associated with the invoice.\'), Parameter(name=\'status\', param_type=\'String\', description=\'Current status of the invoice (e.g., draft, finalized).\'), Parameter(name=\'totalAmount\', param_type=\'Float\', description=\'Total amount of the invoice, taking into account item prices and quantities.\'), Parameter(name=\'currency\', param_type=\'String\', description=\'The currency in which the invoice was issued.\'), Parameter(name=\'createdAt\', param_type=\'DateTime\', description=\'The date and time when the invoice was created.\')]\n\n##### Database Schema\n\n## FinFlow\n**Description**: Prisma schema for FinFlow, a backend system for managing financing, invoicing, and payments.\n**Tables**:\n**User**\n\n**Description**: Represents system users with different roles.\n\n**Definition**:\n```\nmodel User {\n  id    String  @id @default(cuid())\n  email String  @unique\n  role  Role\n  invoices Invoice[]\n  reports Report[]\n}\n```\n\n**Invoice**\n\n**Description**: Invoicing information, related to users and payments.\n\n**Definition**:\n```\nmodel Invoice {\n  id     String        @id @default(cuid())\n  userId String\n  user   User          @relation(fields: [userId], references: [id])\n  number String @unique\n  status InvoiceStatus\n  items  InvoiceItem[]\n  payment Payment?\n}\n```\n\n**InvoiceItem**\n\n**Description**: Line items associated with invoices.\n\n**Definition**:\n```\nmodel InvoiceItem {\n  id        String  @id @default(cuid())\n  invoiceId String\n  invoice   Invoice @relation(fields: [invoiceId], references: [id])\n  description String\n  quantity Int\n  price   Float\n}\n```\n\n**Payment**\n\n**Description**: Payment details linked to invoices and payment gateways.\n\n**Definition**:\n```\nmodel Payment {\n  id        String @id @default(cuid())\n  invoiceId String\n  invoice   Invoice @relation(fields: [invoiceId], references: [id])\n  amount    Float\n  gatewayId String\n  gateway   PaymentGateway @relation(fields: [gatewayId], references: [id])\n}\n```\n\n**Report**\n\n**Description**: Financial reports generated for the user.\n\n**Definition**:\n```\nmodel Report {\n  id          String      @id @default(cuid())\n  userId      String\n  user        User        @relation(fields: [userId], references: [id])\n  type        ReportType\n  generatedAt DateTime\n}\n```\n\n**PaymentGateway**\n\n**Description**: Information about payment gateways.\n\n**Definition**:\n```\nmodel PaymentGateway {\n  id    String    @id @default(cuid())\n  name  String\n  apiKey String\n  payments Payment[]\n}\n```\n\n**ComplianceLog**\n\n**Description**: Log for compliance and auditing.\n\n**Definition**:\n```\nmodel ComplianceLog {\n  id         String    @id @default(cuid())\n  description String\n  loggedAt   DateTime\n}\n```\n\n\n\n### Module: Payment\n#### Description\nEnables secure transactions through various payment gateways, facilitating direct payment capabilities and ensuring global regulatory compliance.\n#### Requirements\n#### Requirement: Payment Gateway Integration\nIntegrates the system with external payment gateways, enabling payment processing.\n\n#### Requirement: Payment Processing\nHandles the processing of payments, including capturing transaction details and status.\n\n#### Requirement: Payment Security\nEnsures secure payment transactions, including encryption and compliance checks.\n\n#### Endpoints\n##### initiate_payment: `POST /payments/initiate/{invoiceId}`\n\nInitiates a payment for an invoice.\n\n##### Request: `###### PaymentInitiationRequest\n**Description**: PaymentInitiationRequest\n\n**Parameters**:\n- **Name**: invoiceId\n  - **Type**: String\n  - **Description**: Unique ID of the invoice for which the payment is being initiated.\n\n- **Name**: gatewayId\n  - **Type**: String\n  - **Description**: Identifier of the payment gateway through which the payment will be processed.\n\n`\n##### Response:`###### PaymentInitiationRequest\n**Description**: PaymentInitiationRequest\n\n**Parameters**:\n- **Name**: invoiceId\n  - **Type**: String\n  - **Description**: Unique ID of the invoice for which the payment is being initiated.\n\n- **Name**: gatewayId\n  - **Type**: String\n  - **Description**: Identifier of the payment gateway through which the payment will be processed.\n\n`\n\n\nname=\'PaymentInitiationRequest\' description=\'Model for initiating a payment, requires the invoice ID and payment gateway details.\' params=[Parameter(name=\'invoiceId\', param_type=\'String\', description=\'The unique identifier for the invoice being paid.\'), Parameter(name=\'gatewayId\', param_type=\'String\', description=\'The identifier for the chosen payment gateway.\')]\n\nname=\'PaymentInitiationResponse\' description=\'Provides the outcome of the payment initiation request, including a transaction status and unique payment identifier.\' params=[Parameter(name=\'paymentId\', param_type=\'String\', description=\'A unique identifier generated for the initiated payment.\'), Parameter(name=\'status\', param_type=\'String\', description="The status of the payment initiation, e.g., \'Pending\', \'Failed\'.")]\n\n##### Database Schema\n\n## FinFlow\n**Description**: Prisma schema for FinFlow, a backend system for managing financing, invoicing, and payments.\n**Tables**:\n**User**\n\n**Description**: Represents system users with different roles.\n\n**Definition**:\n```\nmodel User {\n  id    String  @id @default(cuid())\n  email String  @unique\n  role  Role\n  invoices Invoice[]\n  reports Report[]\n}\n```\n\n**Invoice**\n\n**Description**: Invoicing information, related to users and payments.\n\n**Definition**:\n```\nmodel Invoice {\n  id     String        @id @default(cuid())\n  userId String\n  user   User          @relation(fields: [userId], references: [id])\n  number String @unique\n  status InvoiceStatus\n  items  InvoiceItem[]\n  payment Payment?\n}\n```\n\n**InvoiceItem**\n\n**Description**: Line items associated with invoices.\n\n**Definition**:\n```\nmodel InvoiceItem {\n  id        String  @id @default(cuid())\n  invoiceId String\n  invoice   Invoice @relation(fields: [invoiceId], references: [id])\n  description String\n  quantity Int\n  price   Float\n}\n```\n\n**Payment**\n\n**Description**: Payment details linked to invoices and payment gateways.\n\n**Definition**:\n```\nmodel Payment {\n  id        String @id @default(cuid())\n  invoiceId String\n  invoice   Invoice @relation(fields: [invoiceId], references: [id])\n  amount    Float\n  gatewayId String\n  gateway   PaymentGateway @relation(fields: [gatewayId], references: [id])\n}\n```\n\n**Report**\n\n**Description**: Financial reports generated for the user.\n\n**Definition**:\n```\nmodel Report {\n  id          String      @id @default(cuid())\n  userId      String\n  user        User        @relation(fields: [userId], references: [id])\n  type        ReportType\n  generatedAt DateTime\n}\n```\n\n**PaymentGateway**\n\n**Description**: Information about payment gateways.\n\n**Definition**:\n```\nmodel PaymentGateway {\n  id    String    @id @default(cuid())\n  name  String\n  apiKey String\n  payments Payment[]\n}\n```\n\n**ComplianceLog**\n\n**Description**: Log for compliance and auditing.\n\n**Definition**:\n```\nmodel ComplianceLog {\n  id         String    @id @default(cuid())\n  description String\n  loggedAt   DateTime\n}\n```\n\n\n##### confirm_payment: `PATCH /payments/confirm/{paymentId}`\n\nConfirms a payment has been completed.\n\n##### Request: `###### PaymentConfirmationRequest\n**Description**: PaymentConfirmationRequest\n\n**Parameters**:\n- **Name**: paymentId\n  - **Type**: String\n  - **Description**: The unique identifier of the payment to be confirmed.\n\n- **Name**: confirmationStatus\n  - **Type**: String\n  - **Description**: Indicates the status of the payment confirmation attempt.\n\n`\n##### Response:`###### PaymentConfirmationRequest\n**Description**: PaymentConfirmationRequest\n\n**Parameters**:\n- **Name**: paymentId\n  - **Type**: String\n  - **Description**: The unique identifier of the payment to be confirmed.\n\n- **Name**: confirmationStatus\n  - **Type**: String\n  - **Description**: Indicates the status of the payment confirmation attempt.\n\n`\n\n\nname=\'PaymentConfirmationInput\' description=\'Input model for confirming payments, capturing necessary details for processing the payment confirmation.\' params=[Parameter(name=\'paymentId\', param_type=\'String\', description=\'Unique identifier for the payment to be confirmed.\'), Parameter(name=\'confirmationStatus\', param_type=\'String\', description="The status of the payment confirmation, e.g., \'Confirmed\', \'Failed\'.")]\n\nname=\'PaymentConfirmationResponse\' description=\'Response model for the payment confirmation process, indicating the success or failure of the operation.\' params=[Parameter(name=\'success\', param_type=\'Boolean\', description=\'Indicates if the payment confirmation was successful.\'), Parameter(name=\'message\', param_type=\'String\', description=\'A descriptive message about the outcome of the payment confirmation.\'), Parameter(name=\'updatedPaymentDetails\', param_type=\'Payment\', description=\'The updated payment details post-confirmation.\')]\n\n##### Database Schema\n\n## FinFlow\n**Description**: Prisma schema for FinFlow, a backend system for managing financing, invoicing, and payments.\n**Tables**:\n**User**\n\n**Description**: Represents system users with different roles.\n\n**Definition**:\n```\nmodel User {\n  id    String  @id @default(cuid())\n  email String  @unique\n  role  Role\n  invoices Invoice[]\n  reports Report[]\n}\n```\n\n**Invoice**\n\n**Description**: Invoicing information, related to users and payments.\n\n**Definition**:\n```\nmodel Invoice {\n  id     String        @id @default(cuid())\n  userId String\n  user   User          @relation(fields: [userId], references: [id])\n  number String @unique\n  status InvoiceStatus\n  items  InvoiceItem[]\n  payment Payment?\n}\n```\n\n**InvoiceItem**\n\n**Description**: Line items associated with invoices.\n\n**Definition**:\n```\nmodel InvoiceItem {\n  id        String  @id @default(cuid())\n  invoiceId String\n  invoice   Invoice @relation(fields: [invoiceId], references: [id])\n  description String\n  quantity Int\n  price   Float\n}\n```\n\n**Payment**\n\n**Description**: Payment details linked to invoices and payment gateways.\n\n**Definition**:\n```\nmodel Payment {\n  id        String @id @default(cuid())\n  invoiceId String\n  invoice   Invoice @relation(fields: [invoiceId], references: [id])\n  amount    Float\n  gatewayId String\n  gateway   PaymentGateway @relation(fields: [gatewayId], references: [id])\n}\n```\n\n**Report**\n\n**Description**: Financial reports generated for the user.\n\n**Definition**:\n```\nmodel Report {\n  id          String      @id @default(cuid())\n  userId      String\n  user        User        @relation(fields: [userId], references: [id])\n  type        ReportType\n  generatedAt DateTime\n}\n```\n\n**PaymentGateway**\n\n**Description**: Information about payment gateways.\n\n**Definition**:\n```\nmodel PaymentGateway {\n  id    String    @id @default(cuid())\n  name  String\n  apiKey String\n  payments Payment[]\n}\n```\n\n**ComplianceLog**\n\n**Description**: Log for compliance and auditing.\n\n**Definition**:\n```\nmodel ComplianceLog {\n  id         String    @id @default(cuid())\n  description String\n  loggedAt   DateTime\n}\n```\n\n\n\n### Module: Notification\n#### Description\nManages automated notifications for actions like unpaid invoice reminders, using customizable criteria and multiple communication channels.\n#### Requirements\n#### Requirement: Automated Reminders\nSends automated reminders for overdue invoices through selected channels.\n\n#### Requirement: Notification Preferences\nAllows users to set preferences for receiving notifications.\n\n#### Endpoints\n##### send_reminder: `POST /notifications/remind`\n\nSends a reminder for an unpaid invoice.\n\n##### Request: `###### ReminderNotificationInput\n**Description**: ReminderNotificationInput\n\n**Parameters**:\n- **Name**: invoiceId\n  - **Type**: String\n  - **Description**: Unique identifier for the invoice the reminder pertains to.\n\n- **Name**: userId\n  - **Type**: String\n  - **Description**: Unique identifier for the user associated with the invoice to send the notification to.\n\n- **Name**: medium\n  - **Type**: String\n  - **Description**: Preferred medium of notification (e.g., Email, SMS).\n\n- **Name**: sendTime\n  - **Type**: DateTime\n  - **Description**: Scheduled time for sending the reminder.\n\n`\n##### Response:`###### ReminderNotificationInput\n**Description**: ReminderNotificationInput\n\n**Parameters**:\n- **Name**: invoiceId\n  - **Type**: String\n  - **Description**: Unique identifier for the invoice the reminder pertains to.\n\n- **Name**: userId\n  - **Type**: String\n  - **Description**: Unique identifier for the user associated with the invoice to send the notification to.\n\n- **Name**: medium\n  - **Type**: String\n  - **Description**: Preferred medium of notification (e.g., Email, SMS).\n\n- **Name**: sendTime\n  - **Type**: DateTime\n  - **Description**: Scheduled time for sending the reminder.\n\n`\n\n\nname=\'ReminderNotificationInput\' description=\'Model for input required to send a reminder notification about an unpaid invoice, including invoice and user details.\' params=[Parameter(name=\'invoiceId\', param_type=\'String\', description=\'Unique identifier for the invoice the reminder pertains to.\'), Parameter(name=\'userId\', param_type=\'String\', description=\'Unique identifier for the user associated with the invoice to send the notification to.\'), Parameter(name=\'medium\', param_type=\'String\', description=\'Preferred medium of notification (e.g., Email, SMS).\'), Parameter(name=\'sendTime\', param_type=\'DateTime\', description=\'Scheduled time for sending the reminder.\')]\n\nname=\'ReminderNotificationOutput\' description=\'Model for output after attempting to send a reminder notification about an unpaid invoice.\' params=[Parameter(name=\'success\', param_type=\'Boolean\', description=\'Indicates if the reminder was successfully sent.\'), Parameter(name=\'message\', param_type=\'String\', description=\'A descriptive message about the outcome of the attempt.\')]\n\n##### Database Schema\n\n## FinFlow\n**Description**: Prisma schema for FinFlow, a backend system for managing financing, invoicing, and payments.\n**Tables**:\n**User**\n\n**Description**: Represents system users with different roles.\n\n**Definition**:\n```\nmodel User {\n  id    String  @id @default(cuid())\n  email String  @unique\n  role  Role\n  invoices Invoice[]\n  reports Report[]\n}\n```\n\n**Invoice**\n\n**Description**: Invoicing information, related to users and payments.\n\n**Definition**:\n```\nmodel Invoice {\n  id     String        @id @default(cuid())\n  userId String\n  user   User          @relation(fields: [userId], references: [id])\n  number String @unique\n  status InvoiceStatus\n  items  InvoiceItem[]\n  payment Payment?\n}\n```\n\n**InvoiceItem**\n\n**Description**: Line items associated with invoices.\n\n**Definition**:\n```\nmodel InvoiceItem {\n  id        String  @id @default(cuid())\n  invoiceId String\n  invoice   Invoice @relation(fields: [invoiceId], references: [id])\n  description String\n  quantity Int\n  price   Float\n}\n```\n\n**Payment**\n\n**Description**: Payment details linked to invoices and payment gateways.\n\n**Definition**:\n```\nmodel Payment {\n  id        String @id @default(cuid())\n  invoiceId String\n  invoice   Invoice @relation(fields: [invoiceId], references: [id])\n  amount    Float\n  gatewayId String\n  gateway   PaymentGateway @relation(fields: [gatewayId], references: [id])\n}\n```\n\n**Report**\n\n**Description**: Financial reports generated for the user.\n\n**Definition**:\n```\nmodel Report {\n  id          String      @id @default(cuid())\n  userId      String\n  user        User        @relation(fields: [userId], references: [id])\n  type        ReportType\n  generatedAt DateTime\n}\n```\n\n**PaymentGateway**\n\n**Description**: Information about payment gateways.\n\n**Definition**:\n```\nmodel PaymentGateway {\n  id    String    @id @default(cuid())\n  name  String\n  apiKey String\n  payments Payment[]\n}\n```\n\n**ComplianceLog**\n\n**Description**: Log for compliance and auditing.\n\n**Definition**:\n```\nmodel ComplianceLog {\n  id         String    @id @default(cuid())\n  description String\n  loggedAt   DateTime\n}\n```\n\n\n\n### Module: Reporting\n#### Description\nProvides comprehensive financial reporting, offering detailed insights into metrics like revenue, expenses, and cash flow, tailored to SMEs\' strategic needs.\n#### Requirements\n#### Requirement: Report Generation\nGenerates customizable reports based on financial data and analytics.\n\n#### Requirement: Insight Analysis\nProvides strategic financial insights derived from data analytics.\n\n#### Endpoints\n##### generate_report: `POST /reports/generate`\n\nGenerates a financial report based on specified parameters.\n\n##### Request: `###### GenerateReportInput\n**Description**: GenerateReportInput\n\n**Parameters**:\n- **Name**: userId\n  - **Type**: String\n  - **Description**: The user\'s ID for whom the report is being generated.\n\n- **Name**: reportType\n  - **Type**: String\n  - **Description**: Specifies the type of financial report required.\n\n- **Name**: startDate\n  - **Type**: DateTime\n  - **Description**: The start date for the reporting period.\n\n- **Name**: endDate\n  - **Type**: DateTime\n  - **Description**: The end date for the reporting period.\n\n- **Name**: filters\n  - **Type**: Array<String>\n  - **Description**: Optional filters to refine the report data.\n\n`\n##### Response:`###### GenerateReportInput\n**Description**: GenerateReportInput\n\n**Parameters**:\n- **Name**: userId\n  - **Type**: String\n  - **Description**: The user\'s ID for whom the report is being generated.\n\n- **Name**: reportType\n  - **Type**: String\n  - **Description**: Specifies the type of financial report required.\n\n- **Name**: startDate\n  - **Type**: DateTime\n  - **Description**: The start date for the reporting period.\n\n- **Name**: endDate\n  - **Type**: DateTime\n  - **Description**: The end date for the reporting period.\n\n- **Name**: filters\n  - **Type**: Array<String>\n  - **Description**: Optional filters to refine the report data.\n\n`\n\n\nname=\'ReportRequestParameters\' description=\'Contains all the parameters needed to generate a customizable financial report.\' params=[Parameter(name=\'userId\', param_type=\'String\', description=\'Unique identifier of the user requesting the report.\'), Parameter(name=\'reportType\', param_type=\'String\', description=\'Type of the report required (e.g., revenue_growth, expense_tracking).\'), Parameter(name=\'startDate\', param_type=\'DateTime\', description=\'Start date for the time frame of the report.\'), Parameter(name=\'endDate\', param_type=\'DateTime\', description=\'End date for the time frame of the report.\'), Parameter(name=\'filters\', param_type=\'Array<String>\', description=\'List of additional filters to apply to the report data (optional).\')]\n\nname=\'FinancialReport\' description=\'Represents the structured output of a financial report, including various metrics and insights.\' params=[Parameter(name=\'reportType\', param_type=\'String\', description=\'Type of the generated report.\'), Parameter(name=\'generatedAt\', param_type=\'DateTime\', description=\'Timestamp of when the report was generated.\'), Parameter(name=\'metrics\', param_type=\'Array<ReportMetric>\', description=\'A collection of metrics included in the report.\'), Parameter(name=\'insights\', param_type=\'Array<String>\', description=\'List of insights derived from the report data.\')]\n\nname=\'ReportMetric\' description=\'Details of a single metric within the financial report.\' params=[Parameter(name=\'metricName\', param_type=\'String\', description=\'Name of the metric.\'), Parameter(name=\'value\', param_type=\'Float\', description=\'Quantitative value of the metric.\'), Parameter(name=\'unit\', param_type=\'String\', description=\'Unit of measurement for the metric.\'), Parameter(name=\'description\', param_type=\'String\', description=\'A brief description or insight related to the metric.\')]\n\n##### Database Schema\n\n## FinFlow\n**Description**: Prisma schema for FinFlow, a backend system for managing financing, invoicing, and payments.\n**Tables**:\n**User**\n\n**Description**: Represents system users with different roles.\n\n**Definition**:\n```\nmodel User {\n  id    String  @id @default(cuid())\n  email String  @unique\n  role  Role\n  invoices Invoice[]\n  reports Report[]\n}\n```\n\n**Invoice**\n\n**Description**: Invoicing information, related to users and payments.\n\n**Definition**:\n```\nmodel Invoice {\n  id     String        @id @default(cuid())\n  userId String\n  user   User          @relation(fields: [userId], references: [id])\n  number String @unique\n  status InvoiceStatus\n  items  InvoiceItem[]\n  payment Payment?\n}\n```\n\n**InvoiceItem**\n\n**Description**: Line items associated with invoices.\n\n**Definition**:\n```\nmodel InvoiceItem {\n  id        String  @id @default(cuid())\n  invoiceId String\n  invoice   Invoice @relation(fields: [invoiceId], references: [id])\n  description String\n  quantity Int\n  price   Float\n}\n```\n\n**Payment**\n\n**Description**: Payment details linked to invoices and payment gateways.\n\n**Definition**:\n```\nmodel Payment {\n  id        String @id @default(cuid())\n  invoiceId String\n  invoice   Invoice @relation(fields: [invoiceId], references: [id])\n  amount    Float\n  gatewayId String\n  gateway   PaymentGateway @relation(fields: [gatewayId], references: [id])\n}\n```\n\n**Report**\n\n**Description**: Financial reports generated for the user.\n\n**Definition**:\n```\nmodel Report {\n  id          String      @id @default(cuid())\n  userId      String\n  user        User        @relation(fields: [userId], references: [id])\n  type        ReportType\n  generatedAt DateTime\n}\n```\n\n**PaymentGateway**\n\n**Description**: Information about payment gateways.\n\n**Definition**:\n```\nmodel PaymentGateway {\n  id    String    @id @default(cuid())\n  name  String\n  apiKey String\n  payments Payment[]\n}\n```\n\n**ComplianceLog**\n\n**Description**: Log for compliance and auditing.\n\n**Definition**:\n```\nmodel ComplianceLog {\n  id         String    @id @default(cuid())\n  description String\n  loggedAt   DateTime\n}\n```\n\n\n##### fetch_insights: `GET /insights`\n\nProvides strategic financial insights.\n\n##### Request: `###### FinancialInsightsRequest\n**Description**: FinancialInsightsRequest\n\n**Parameters**:\n- **Name**: startDate\n  - **Type**: DateTime\n  - **Description**: The start date for the range of financial data to consider.\n\n- **Name**: endDate\n  - **Type**: DateTime\n  - **Description**: The end date for the range of financial data to consider.\n\n- **Name**: metrics\n  - **Type**: Array<String>\n  - **Description**: Optional. A list of specific financial metrics to retrieve insights for.\n\n`\n##### Response:`###### FinancialInsightsRequest\n**Description**: FinancialInsightsRequest\n\n**Parameters**:\n- **Name**: startDate\n  - **Type**: DateTime\n  - **Description**: The start date for the range of financial data to consider.\n\n- **Name**: endDate\n  - **Type**: DateTime\n  - **Description**: The end date for the range of financial data to consider.\n\n- **Name**: metrics\n  - **Type**: Array<String>\n  - **Description**: Optional. A list of specific financial metrics to retrieve insights for.\n\n`\n\n\nname=\'FinancialInsight\' description=\'Represents a high-level financial insight derived from aggregating financial data.\' params=[Parameter(name=\'label\', param_type=\'String\', description=\'The name of the financial insight or metric.\'), Parameter(name=\'value\', param_type=\'Float\', description=\'The numerical value of the insight.\'), Parameter(name=\'trend\', param_type=\'String\', description="Indicates the trend of this metric (e.g., \'increasing\', \'decreasing\', \'stable\')."), Parameter(name=\'interpretation\', param_type=\'String\', description="A brief expert analysis or interpretation of what this insight suggests about the business\'s financial health.")]\n\n##### Database Schema\n\n## FinFlow\n**Description**: Prisma schema for FinFlow, a backend system for managing financing, invoicing, and payments.\n**Tables**:\n**User**\n\n**Description**: Represents system users with different roles.\n\n**Definition**:\n```\nmodel User {\n  id    String  @id @default(cuid())\n  email String  @unique\n  role  Role\n  invoices Invoice[]\n  reports Report[]\n}\n```\n\n**Invoice**\n\n**Description**: Invoicing information, related to users and payments.\n\n**Definition**:\n```\nmodel Invoice {\n  id     String        @id @default(cuid())\n  userId String\n  user   User          @relation(fields: [userId], references: [id])\n  number String @unique\n  status InvoiceStatus\n  items  InvoiceItem[]\n  payment Payment?\n}\n```\n\n**InvoiceItem**\n\n**Description**: Line items associated with invoices.\n\n**Definition**:\n```\nmodel InvoiceItem {\n  id        String  @id @default(cuid())\n  invoiceId String\n  invoice   Invoice @relation(fields: [invoiceId], references: [id])\n  description String\n  quantity Int\n  price   Float\n}\n```\n\n**Payment**\n\n**Description**: Payment details linked to invoices and payment gateways.\n\n**Definition**:\n```\nmodel Payment {\n  id        String @id @default(cuid())\n  invoiceId String\n  invoice   Invoice @relation(fields: [invoiceId], references: [id])\n  amount    Float\n  gatewayId String\n  gateway   PaymentGateway @relation(fields: [gatewayId], references: [id])\n}\n```\n\n**Report**\n\n**Description**: Financial reports generated for the user.\n\n**Definition**:\n```\nmodel Report {\n  id          String      @id @default(cuid())\n  userId      String\n  user        User        @relation(fields: [userId], references: [id])\n  type        ReportType\n  generatedAt DateTime\n}\n```\n\n**PaymentGateway**\n\n**Description**: Information about payment gateways.\n\n**Definition**:\n```\nmodel PaymentGateway {\n  id    String    @id @default(cuid())\n  name  String\n  apiKey String\n  payments Payment[]\n}\n```\n\n**ComplianceLog**\n\n**Description**: Log for compliance and auditing.\n\n**Definition**:\n```\nmodel ComplianceLog {\n  id         String    @id @default(cuid())\n  description String\n  loggedAt   DateTime\n}\n```\n\n\n\n### Module: Security\n#### Description\nSecures the system against unauthorized access and data breaches, ensuring compliance with global financial and data protection regulations.\n#### Requirements\n#### Requirement: Data Encryption\nEnsures all sensitive data is encrypted both at rest and in transit.\n\n#### Requirement: Access Management\nManages user access, implementing authentication and authorization protocols.\n\n#### Requirement: Compliance Adherence\nRegularly audits and updates the system to ensure ongoing compliance with relevant regulations.\n\n#### Endpoints\n##### update_security_settings: `PATCH /security/settings`\n\nUpdates security settings and protocols.\n\n##### Request: `###### UpdateSecuritySettingsRequest\n**Description**: UpdateSecuritySettingsRequest\n\n**Parameters**:\n- **Name**: updates\n  - **Type**: Array<SecuritySettingUpdate>\n  - **Description**: A list of security settings to update, each indicating the setting name and its new value.\n\n`\n##### Response:`###### UpdateSecuritySettingsRequest\n**Description**: UpdateSecuritySettingsRequest\n\n**Parameters**:\n- **Name**: updates\n  - **Type**: Array<SecuritySettingUpdate>\n  - **Description**: A list of security settings to update, each indicating the setting name and its new value.\n\n`\n\n\nname=\'SecuritySettingUpdate\' description=\'Represents a security setting that needs to be updated.\' params=[Parameter(name=\'settingName\', param_type=\'String\', description=\'The name of the security setting to update.\'), Parameter(name=\'newValue\', param_type=\'String\', description=\'The new value for the security setting.\')]\n\nname=\'UpdateSecuritySettingsResponse\' description=\'Response model for update security settings operation, indicating success or failure.\' params=[Parameter(name=\'success\', param_type=\'Boolean\', description=\'Indicates if the update operation was successful.\'), Parameter(name=\'updatedSettings\', param_type=\'Array<SecuritySettingUpdate>\', description=\'A list of all settings that were successfully updated.\'), Parameter(name=\'failedSettings\', param_type=\'Array<SecuritySettingUpdate>\', description=\'A list of settings that failed to update, with descriptions of the failure reasons.\')]\n\n##### Database Schema\n\n## FinFlow\n**Description**: Prisma schema for FinFlow, a backend system for managing financing, invoicing, and payments.\n**Tables**:\n**User**\n\n**Description**: Represents system users with different roles.\n\n**Definition**:\n```\nmodel User {\n  id    String  @id @default(cuid())\n  email String  @unique\n  role  Role\n  invoices Invoice[]\n  reports Report[]\n}\n```\n\n**Invoice**\n\n**Description**: Invoicing information, related to users and payments.\n\n**Definition**:\n```\nmodel Invoice {\n  id     String        @id @default(cuid())\n  userId String\n  user   User          @relation(fields: [userId], references: [id])\n  number String @unique\n  status InvoiceStatus\n  items  InvoiceItem[]\n  payment Payment?\n}\n```\n\n**InvoiceItem**\n\n**Description**: Line items associated with invoices.\n\n**Definition**:\n```\nmodel InvoiceItem {\n  id        String  @id @default(cuid())\n  invoiceId String\n  invoice   Invoice @relation(fields: [invoiceId], references: [id])\n  description String\n  quantity Int\n  price   Float\n}\n```\n\n**Payment**\n\n**Description**: Payment details linked to invoices and payment gateways.\n\n**Definition**:\n```\nmodel Payment {\n  id        String @id @default(cuid())\n  invoiceId String\n  invoice   Invoice @relation(fields: [invoiceId], references: [id])\n  amount    Float\n  gatewayId String\n  gateway   PaymentGateway @relation(fields: [gatewayId], references: [id])\n}\n```\n\n**Report**\n\n**Description**: Financial reports generated for the user.\n\n**Definition**:\n```\nmodel Report {\n  id          String      @id @default(cuid())\n  userId      String\n  user        User        @relation(fields: [userId], references: [id])\n  type        ReportType\n  generatedAt DateTime\n}\n```\n\n**PaymentGateway**\n\n**Description**: Information about payment gateways.\n\n**Definition**:\n```\nmodel PaymentGateway {\n  id    String    @id @default(cuid())\n  name  String\n  apiKey String\n  payments Payment[]\n}\n```\n\n**ComplianceLog**\n\n**Description**: Log for compliance and auditing.\n\n**Definition**:\n```\nmodel ComplianceLog {\n  id         String    @id @default(cuid())\n  description String\n  loggedAt   DateTime\n}\n```\n\n\n\n### Module: Compliance\n#### Description\nFocuses on ensuring regulatory compliance across all financial transactions, personal data handling, and system updates.\n#### Requirements\n#### Requirement: Regulatory Monitoring\nMonitors changes in financial and data protection laws to ensure compliance.\n\n#### Requirement: Audit Logging\nLogs actions for auditing purposes, supporting transparency and accountability.\n\n#### Endpoints\n##### log_compliance_action: `POST /compliance/logs`\n\nRecords a compliance-related action for auditing.\n\n##### Request: `###### LogComplianceActionInput\n**Description**: LogComplianceActionInput\n\n**Parameters**:\n- **Name**: complianceAction\n  - **Type**: ComplianceAction\n  - **Description**: The compliance action that needs to be logged.\n\n`\n##### Response:`###### LogComplianceActionInput\n**Description**: LogComplianceActionInput\n\n**Parameters**:\n- **Name**: complianceAction\n  - **Type**: ComplianceAction\n  - **Description**: The compliance action that needs to be logged.\n\n`\n\n\nname=\'ComplianceAction\' description=\'Represents a compliance-related action that needs to be logged for auditing.\' params=[Parameter(name=\'actionType\', param_type=\'String\', description="The type of action performed, e.g., \'Data Update\', \'View Sensitive Information\', etc."), Parameter(name=\'description\', param_type=\'String\', description=\'A detailed description of the action performed.\'), Parameter(name=\'performedBy\', param_type=\'String\', description=\'Identifier for the user or system component that performed the action.\'), Parameter(name=\'timestamp\', param_type=\'DateTime\', description=\'Timestamp when the action was performed.\')]\n\n##### Database Schema\n\n## FinFlow\n**Description**: Prisma schema for FinFlow, a backend system for managing financing, invoicing, and payments.\n**Tables**:\n**User**\n\n**Description**: Represents system users with different roles.\n\n**Definition**:\n```\nmodel User {\n  id    String  @id @default(cuid())\n  email String  @unique\n  role  Role\n  invoices Invoice[]\n  reports Report[]\n}\n```\n\n**Invoice**\n\n**Description**: Invoicing information, related to users and payments.\n\n**Definition**:\n```\nmodel Invoice {\n  id     String        @id @default(cuid())\n  userId String\n  user   User          @relation(fields: [userId], references: [id])\n  number String @unique\n  status InvoiceStatus\n  items  InvoiceItem[]\n  payment Payment?\n}\n```\n\n**InvoiceItem**\n\n**Description**: Line items associated with invoices.\n\n**Definition**:\n```\nmodel InvoiceItem {\n  id        String  @id @default(cuid())\n  invoiceId String\n  invoice   Invoice @relation(fields: [invoiceId], references: [id])\n  description String\n  quantity Int\n  price   Float\n}\n```\n\n**Payment**\n\n**Description**: Payment details linked to invoices and payment gateways.\n\n**Definition**:\n```\nmodel Payment {\n  id        String @id @default(cuid())\n  invoiceId String\n  invoice   Invoice @relation(fields: [invoiceId], references: [id])\n  amount    Float\n  gatewayId String\n  gateway   PaymentGateway @relation(fields: [gatewayId], references: [id])\n}\n```\n\n**Report**\n\n**Description**: Financial reports generated for the user.\n\n**Definition**:\n```\nmodel Report {\n  id          String      @id @default(cuid())\n  userId      String\n  user        User        @relation(fields: [userId], references: [id])\n  type        ReportType\n  generatedAt DateTime\n}\n```\n\n**PaymentGateway**\n\n**Description**: Information about payment gateways.\n\n**Definition**:\n```\nmodel PaymentGateway {\n  id    String    @id @default(cuid())\n  name  String\n  apiKey String\n  payments Payment[]\n}\n```\n\n**ComplianceLog**\n\n**Description**: Log for compliance and auditing.\n\n**Definition**:\n```\nmodel ComplianceLog {\n  id         String    @id @default(cuid())\n  description String\n  loggedAt   DateTime\n}\n```\n\n\n\n### Module: Integration\n#### Description\nFacilitates seamless integration with various external services, extending the system\'s capabilities and ensuring consistent functionality.\n#### Requirements\n#### Requirement: Service Integration\nImplements interfaces for connecting with external services like payment gateways.\n\n#### Requirement: Integration Security\nSecures connections with external services, ensuring data protection and transaction security.\n\n#### Endpoints\n##### connect_payment_gateway: `POST /integration/payment-gateway`\n\nSets up connection with a specified payment gateway.\n\n##### Request: `###### PaymentGatewayConnectionRequest\n**Description**: PaymentGatewayConnectionRequest\n\n**Parameters**:\n- **Name**: connectionDetails\n  - **Type**: PaymentGatewayConnectionInput\n  - **Description**: An object holding the necessary connection details.\n\n`\n##### Response:`###### PaymentGatewayConnectionRequest\n**Description**: PaymentGatewayConnectionRequest\n\n**Parameters**:\n- **Name**: connectionDetails\n  - **Type**: PaymentGatewayConnectionInput\n  - **Description**: An object holding the necessary connection details.\n\n`\n\n\nname=\'PaymentGatewayConnectionInput\' description=\'Data required to initiate a connection with a payment gateway.\' params=[Parameter(name=\'gatewayName\', param_type=\'String\', description=\'The name of the payment gateway to connect.\'), Parameter(name=\'apiKey\', param_type=\'String\', description=\'The API key provided by the payment gateway for authentication.\'), Parameter(name=\'apiSecret\', param_type=\'String\', description=\'The API secret or other credentials required for secure access.\')]\n\n##### Database Schema\n\n## FinFlow\n**Description**: Prisma schema for FinFlow, a backend system for managing financing, invoicing, and payments.\n**Tables**:\n**User**\n\n**Description**: Represents system users with different roles.\n\n**Definition**:\n```\nmodel User {\n  id    String  @id @default(cuid())\n  email String  @unique\n  role  Role\n  invoices Invoice[]\n  reports Report[]\n}\n```\n\n**Invoice**\n\n**Description**: Invoicing information, related to users and payments.\n\n**Definition**:\n```\nmodel Invoice {\n  id     String        @id @default(cuid())\n  userId String\n  user   User          @relation(fields: [userId], references: [id])\n  number String @unique\n  status InvoiceStatus\n  items  InvoiceItem[]\n  payment Payment?\n}\n```\n\n**InvoiceItem**\n\n**Description**: Line items associated with invoices.\n\n**Definition**:\n```\nmodel InvoiceItem {\n  id        String  @id @default(cuid())\n  invoiceId String\n  invoice   Invoice @relation(fields: [invoiceId], references: [id])\n  description String\n  quantity Int\n  price   Float\n}\n```\n\n**Payment**\n\n**Description**: Payment details linked to invoices and payment gateways.\n\n**Definition**:\n```\nmodel Payment {\n  id        String @id @default(cuid())\n  invoiceId String\n  invoice   Invoice @relation(fields: [invoiceId], references: [id])\n  amount    Float\n  gatewayId String\n  gateway   PaymentGateway @relation(fields: [gatewayId], references: [id])\n}\n```\n\n**Report**\n\n**Description**: Financial reports generated for the user.\n\n**Definition**:\n```\nmodel Report {\n  id          String      @id @default(cuid())\n  userId      String\n  user        User        @relation(fields: [userId], references: [id])\n  type        ReportType\n  generatedAt DateTime\n}\n```\n\n**PaymentGateway**\n\n**Description**: Information about payment gateways.\n\n**Definition**:\n```\nmodel PaymentGateway {\n  id    String    @id @default(cuid())\n  name  String\n  apiKey String\n  payments Payment[]\n}\n```\n\n**ComplianceLog**\n\n**Description**: Log for compliance and auditing.\n\n**Definition**:\n```\nmodel ComplianceLog {\n  id         String    @id @default(cuid())\n  description String\n  loggedAt   DateTime\n}\n```\n\n\n\n### Database Design\n## FinFlow\n**Description**: Prisma schema for FinFlow, a backend system for managing financing, invoicing, and payments.\n**Tables**:\n**User**\n\n**Description**: Represents system users with different roles.\n\n**Definition**:\n```\nmodel User {\n  id    String  @id @default(cuid())\n  email String  @unique\n  role  Role\n  invoices Invoice[]\n  reports Report[]\n}\n```\n\n**Invoice**\n\n**Description**: Invoicing information, related to users and payments.\n\n**Definition**:\n```\nmodel Invoice {\n  id     String        @id @default(cuid())\n  userId String\n  user   User          @relation(fields: [userId], references: [id])\n  number String @unique\n  status InvoiceStatus\n  items  InvoiceItem[]\n  payment Payment?\n}\n```\n\n**InvoiceItem**\n\n**Description**: Line items associated with invoices.\n\n**Definition**:\n```\nmodel InvoiceItem {\n  id        String  @id @default(cuid())\n  invoiceId String\n  invoice   Invoice @relation(fields: [invoiceId], references: [id])\n  description String\n  quantity Int\n  price   Float\n}\n```\n\n**Payment**\n\n**Description**: Payment details linked to invoices and payment gateways.\n\n**Definition**:\n```\nmodel Payment {\n  id        String @id @default(cuid())\n  invoiceId String\n  invoice   Invoice @relation(fields: [invoiceId], references: [id])\n  amount    Float\n  gatewayId String\n  gateway   PaymentGateway @relation(fields: [gatewayId], references: [id])\n}\n```\n\n**Report**\n\n**Description**: Financial reports generated for the user.\n\n**Definition**:\n```\nmodel Report {\n  id          String      @id @default(cuid())\n  userId      String\n  user        User        @relation(fields: [userId], references: [id])\n  type        ReportType\n  generatedAt DateTime\n}\n```\n\n**PaymentGateway**\n\n**Description**: Information about payment gateways.\n\n**Definition**:\n```\nmodel PaymentGateway {\n  id    String    @id @default(cuid())\n  name  String\n  apiKey String\n  payments Payment[]\n}\n```\n\n**ComplianceLog**\n\n**Description**: Log for compliance and auditing.\n\n**Definition**:\n```\nmodel ComplianceLog {\n  id         String    @id @default(cuid())\n  description String\n  loggedAt   DateTime\n}\n```\n\n""",
        api_routes=[
            APIRouteRequirement(
                method="POST",
                path="/invoices",
                function_name="create_invoice",
                description="Creates a new invoice in the system.",
                access_level=AccessLevel.PUBLIC,
                request_model=RequestModel(
                    name="InvoiceCreationRequest",
                    description="InvoiceCreationRequest",
                    params=[
                        Parameter(
                            name="userId",
                            param_type="String",
                            description="Identifier for the user who is creating the invoice.",
                        ),
                        Parameter(
                            name="items",
                            param_type="Array<InvoiceItemInput>",
                            description="Array of line items to be included in the invoice.",
                        ),
                        Parameter(
                            name="currency",
                            param_type="String",
                            description="Currency in which the invoice is being issued.",
                        ),
                        Parameter(
                            name="taxRate",
                            param_type="Float",
                            description="Tax rate applicable to the invoice, represented as a percentage.",
                        ),
                    ],
                ),
                response_model=ResponseModel(
                    name="InvoiceCreationRequest",
                    description="InvoiceCreationRequest",
                    params=[
                        Parameter(
                            name="invoiceId",
                            param_type="String",
                            description="Unique identifier for the newly created invoice.",
                        ),
                        Parameter(
                            name="status",
                            param_type="String",
                            description="Status of the invoice after creation. Expected values are 'Draft' or 'Finalized'.",
                        ),
                        Parameter(
                            name="creationDate",
                            param_type="DateTime",
                            description="Timestamp reflecting when the invoice was created.",
                        ),
                    ],
                ),
                database_schema=schema,
                data_models=[
                    EndpointDataModel(
                        name="InvoiceCreationInput",
                        description="Model for input required to create a new invoice. This includes information about the invoice itself, the line items, and more.",
                        params=[
                            Parameter(
                                name="userId",
                                param_type="String",
                                description="The ID of the user creating the invoice.",
                            ),
                            Parameter(
                                name="items",
                                param_type="Array<InvoiceItemInput>",
                                description="A collection of line items including description, quantity, and price.",
                            ),
                            Parameter(
                                name="currency",
                                param_type="String",
                                description="Currency code (e.g., USD, EUR) for the invoice.",
                            ),
                            Parameter(
                                name="taxRate",
                                param_type="Float",
                                description="Applicable tax rate for the invoice, if any.",
                            ),
                        ],
                    ),
                    EndpointDataModel(
                        name="InvoiceItemInput",
                        description="Details for each item included in the invoice.",
                        params=[
                            Parameter(
                                name="description",
                                param_type="String",
                                description="Description of the line item.",
                            ),
                            Parameter(
                                name="quantity",
                                param_type="Integer",
                                description="Quantity of the line item.",
                            ),
                            Parameter(
                                name="price",
                                param_type="Float",
                                description="Price per unit of the line item.",
                            ),
                        ],
                    ),
                ],
            ),
            APIRouteRequirement(
                method="PATCH",
                path="/invoices/{id}",
                function_name="edit_invoice",
                description="Edits an existing invoice by ID.",
                access_level=AccessLevel.PUBLIC,
                request_model=RequestModel(
                    name="EditInvoiceInput",
                    description="EditInvoiceInput",
                    params=[
                        Parameter(
                            name="id",
                            param_type="String",
                            description="The unique identifier of the invoice to be edited.",
                        ),
                        Parameter(
                            name="invoiceDetails",
                            param_type="InvoiceEditModel",
                            description="The details of the invoice to be edited, encapsulated within the InvoiceEditModel.",
                        ),
                    ],
                ),
                response_model=ResponseModel(
                    name="EditInvoiceInput",
                    description="EditInvoiceInput",
                    params=[
                        Parameter(
                            name="success",
                            param_type="Boolean",
                            description="Indicates whether the edit operation was successful.",
                        ),
                        Parameter(
                            name="message",
                            param_type="String",
                            description="A message describing the result of the operation, particularly useful in case of failure.",
                        ),
                        Parameter(
                            name="updatedInvoice",
                            param_type="Invoice",
                            description="The updated invoice object reflecting the changes made. Null if operation failed.",
                        ),
                    ],
                ),
                database_schema=schema,
                data_models=[
                    EndpointDataModel(
                        name="InvoiceEditModel",
                        description="Model for editing invoice details, allowing updates to various invoice fields while ensuring that changes to critical fields like currency or finalized status are handled with caution.",
                        params=[
                            Parameter(
                                name="status",
                                param_type="String (Optional)",
                                description="Allows modifying the status of the invoice, i.e., from draft to finalized, but with strict checks to prevent arbitrary status changes.",
                            ),
                            Parameter(
                                name="items",
                                param_type="Array[ItemEditModel] (Optional)",
                                description="List of line items to be added or updated in the invoice. Each item modification is described in a separate model.",
                            ),
                            Parameter(
                                name="currency",
                                param_type="String (Optional)",
                                description="Currency in which the invoice is denoted. Modifications should ensure no discrepancies in already entered amounts.",
                            ),
                        ],
                    ),
                    EndpointDataModel(
                        name="ItemEditModel",
                        description="Model for adding or editing line items within an invoice.",
                        params=[
                            Parameter(
                                name="description",
                                param_type="String",
                                description="Description of the invoice item.",
                            ),
                            Parameter(
                                name="quantity",
                                param_type="Integer",
                                description="Quantity of the item.",
                            ),
                            Parameter(
                                name="price",
                                param_type="Float",
                                description="Price per unit of the item.",
                            ),
                            Parameter(
                                name="id",
                                param_type="String (Optional)",
                                description="Unique ID of the item if it exists. If provided, the item will be updated; otherwise, a new item will be added.",
                            ),
                        ],
                    ),
                ],
            ),
            APIRouteRequirement(
                method="GET",
                path="/invoices/{id}",
                function_name="get_invoice",
                description="Retrieves invoice details by ID.",
                access_level=AccessLevel.PUBLIC,
                request_model=RequestModel(
                    name="GetInvoiceInput",
                    description="GetInvoiceInput",
                    params=[
                        Parameter(
                            name="id",
                            param_type="string",
                            description="The unique ID of the invoice to retrieve.",
                        )
                    ],
                ),
                response_model=ResponseModel(
                    name="GetInvoiceInput",
                    description="GetInvoiceInput",
                    params=[
                        Parameter(
                            name="id",
                            param_type="string",
                            description="The unique ID of the invoice.",
                        ),
                        Parameter(
                            name="number",
                            param_type="string",
                            description="The unique invoice number.",
                        ),
                        Parameter(
                            name="status",
                            param_type="string",
                            description="Current status of the invoice (e.g., draft, finalized).",
                        ),
                        Parameter(
                            name="items",
                            param_type="array of InvoiceItem",
                            description="A collection of line items associated with the invoice. Each item contains details such as description, quantity, and price.",
                        ),
                        Parameter(
                            name="payment",
                            param_type="Payment or null",
                            description="Payment details associated with this invoice. Null if no payment has been made yet.",
                        ),
                    ],
                ),
                database_schema=schema,
                data_models=[],
            ),
            APIRouteRequirement(
                method="GET",
                path="/invoices",
                function_name="list_invoices",
                description="Lists all invoices related to a user.",
                access_level=AccessLevel.PUBLIC,
                request_model=RequestModel(
                    name="ListInvoicesRequest",
                    description="ListInvoicesRequest",
                    params=[
                        Parameter(
                            name="userId",
                            param_type="String",
                            description="The unique identifier of the user whose invoices are to be listed.",
                        ),
                        Parameter(
                            name="page",
                            param_type="Integer",
                            description="Pagination parameter, denotes the page number of the invoice list to be retrieved.",
                        ),
                        Parameter(
                            name="pageSize",
                            param_type="Integer",
                            description="Pagination parameter, denotes the number of invoices to be listed per page.",
                        ),
                    ],
                ),
                response_model=ResponseModel(
                    name="ListInvoicesRequest",
                    description="ListInvoicesRequest",
                    params=[
                        Parameter(
                            name="invoices",
                            param_type="Array<InvoiceSummary>",
                            description="An array of invoice summary objects.",
                        ),
                        Parameter(
                            name="total",
                            param_type="Integer",
                            description="Total number of invoices available for the user.",
                        ),
                        Parameter(
                            name="currentPage",
                            param_type="Integer",
                            description="The current page number being returned in the response.",
                        ),
                        Parameter(
                            name="pageSize",
                            param_type="Integer",
                            description="The number of invoices returned per page.",
                        ),
                    ],
                ),
                database_schema=schema,
                data_models=[
                    EndpointDataModel(
                        name="InvoiceSummary",
                        description="A concise model representing the key information of an invoice for listing purposes.",
                        params=[
                            Parameter(
                                name="invoiceId",
                                param_type="String",
                                description="Unique identifier for the invoice.",
                            ),
                            Parameter(
                                name="invoiceNumber",
                                param_type="String",
                                description="The unique number associated with the invoice.",
                            ),
                            Parameter(
                                name="status",
                                param_type="String",
                                description="Current status of the invoice (e.g., draft, finalized).",
                            ),
                            Parameter(
                                name="totalAmount",
                                param_type="Float",
                                description="Total amount of the invoice, taking into account item prices and quantities.",
                            ),
                            Parameter(
                                name="currency",
                                param_type="String",
                                description="The currency in which the invoice was issued.",
                            ),
                            Parameter(
                                name="createdAt",
                                param_type="DateTime",
                                description="The date and time when the invoice was created.",
                            ),
                        ],
                    )
                ],
            ),
            APIRouteRequirement(
                method="POST",
                path="/payments/initiate/{invoiceId}",
                function_name="initiate_payment",
                description="Initiates a payment for an invoice.",
                access_level=AccessLevel.PUBLIC,
                request_model=RequestModel(
                    name="PaymentInitiationRequest",
                    description="PaymentInitiationRequest",
                    params=[
                        Parameter(
                            name="invoiceId",
                            param_type="String",
                            description="Unique ID of the invoice for which the payment is being initiated.",
                        ),
                        Parameter(
                            name="gatewayId",
                            param_type="String",
                            description="Identifier of the payment gateway through which the payment will be processed.",
                        ),
                    ],
                ),
                response_model=ResponseModel(
                    name="PaymentInitiationRequest",
                    description="PaymentInitiationRequest",
                    params=[
                        Parameter(
                            name="paymentId",
                            param_type="String",
                            description="Unique identifier for the payment transaction, provided by the system.",
                        ),
                        Parameter(
                            name="status",
                            param_type="String",
                            description="Status of the payment initiation, which could be 'Pending', 'Failed', or other relevant terms.",
                        ),
                    ],
                ),
                database_schema=schema,
                data_models=[
                    EndpointDataModel(
                        name="PaymentInitiationRequest",
                        description="Model for initiating a payment, requires the invoice ID and payment gateway details.",
                        params=[
                            Parameter(
                                name="invoiceId",
                                param_type="String",
                                description="The unique identifier for the invoice being paid.",
                            ),
                            Parameter(
                                name="gatewayId",
                                param_type="String",
                                description="The identifier for the chosen payment gateway.",
                            ),
                        ],
                    ),
                    EndpointDataModel(
                        name="PaymentInitiationResponse",
                        description="Provides the outcome of the payment initiation request, including a transaction status and unique payment identifier.",
                        params=[
                            Parameter(
                                name="paymentId",
                                param_type="String",
                                description="A unique identifier generated for the initiated payment.",
                            ),
                            Parameter(
                                name="status",
                                param_type="String",
                                description="The status of the payment initiation, e.g., 'Pending', 'Failed'.",
                            ),
                        ],
                    ),
                ],
            ),
            APIRouteRequirement(
                method="PATCH",
                path="/payments/confirm/{paymentId}",
                function_name="confirm_payment",
                description="Confirms a payment has been completed.",
                access_level=AccessLevel.PUBLIC,
                request_model=RequestModel(
                    name="PaymentConfirmationRequest",
                    description="PaymentConfirmationRequest",
                    params=[
                        Parameter(
                            name="paymentId",
                            param_type="String",
                            description="The unique identifier of the payment to be confirmed.",
                        ),
                        Parameter(
                            name="confirmationStatus",
                            param_type="String",
                            description="Indicates the status of the payment confirmation attempt.",
                        ),
                    ],
                ),
                response_model=ResponseModel(
                    name="PaymentConfirmationRequest",
                    description="PaymentConfirmationRequest",
                    params=[
                        Parameter(
                            name="success",
                            param_type="Boolean",
                            description="Boolean flag indicating if the payment confirmation was successful.",
                        ),
                        Parameter(
                            name="message",
                            param_type="String",
                            description="A message providing more details on the confirmation status.",
                        ),
                        Parameter(
                            name="updatedPaymentDetails",
                            param_type="Payment",
                            description="The updated payment details post-confirmation attempt, reflecting the new status and any additional updates.",
                        ),
                    ],
                ),
                database_schema=schema,
                data_models=[
                    EndpointDataModel(
                        name="PaymentConfirmationInput",
                        description="Input model for confirming payments, capturing necessary details for processing the payment confirmation.",
                        params=[
                            Parameter(
                                name="paymentId",
                                param_type="String",
                                description="Unique identifier for the payment to be confirmed.",
                            ),
                            Parameter(
                                name="confirmationStatus",
                                param_type="String",
                                description="The status of the payment confirmation, e.g., 'Confirmed', 'Failed'.",
                            ),
                        ],
                    ),
                    EndpointDataModel(
                        name="PaymentConfirmationResponse",
                        description="Response model for the payment confirmation process, indicating the success or failure of the operation.",
                        params=[
                            Parameter(
                                name="success",
                                param_type="Boolean",
                                description="Indicates if the payment confirmation was successful.",
                            ),
                            Parameter(
                                name="message",
                                param_type="String",
                                description="A descriptive message about the outcome of the payment confirmation.",
                            ),
                            Parameter(
                                name="updatedPaymentDetails",
                                param_type="Payment",
                                description="The updated payment details post-confirmation.",
                            ),
                        ],
                    ),
                ],
            ),
            APIRouteRequirement(
                method="POST",
                path="/notifications/remind",
                function_name="send_reminder",
                description="Sends a reminder for an unpaid invoice.",
                access_level=AccessLevel.PUBLIC,
                request_model=RequestModel(
                    name="ReminderNotificationInput",
                    description="ReminderNotificationInput",
                    params=[
                        Parameter(
                            name="invoiceId",
                            param_type="String",
                            description="Unique identifier for the invoice the reminder pertains to.",
                        ),
                        Parameter(
                            name="userId",
                            param_type="String",
                            description="Unique identifier for the user associated with the invoice to send the notification to.",
                        ),
                        Parameter(
                            name="medium",
                            param_type="String",
                            description="Preferred medium of notification (e.g., Email, SMS).",
                        ),
                        Parameter(
                            name="sendTime",
                            param_type="DateTime",
                            description="Scheduled time for sending the reminder.",
                        ),
                    ],
                ),
                response_model=ResponseModel(
                    name="ReminderNotificationInput",
                    description="ReminderNotificationInput",
                    params=[
                        Parameter(
                            name="success",
                            param_type="Boolean",
                            description="Indicates if the reminder was successfully sent.",
                        ),
                        Parameter(
                            name="message",
                            param_type="String",
                            description="A descriptive message about the outcome of the attempt.",
                        ),
                    ],
                ),
                database_schema=schema,
                data_models=[
                    EndpointDataModel(
                        name="ReminderNotificationInput",
                        description="Model for input required to send a reminder notification about an unpaid invoice, including invoice and user details.",
                        params=[
                            Parameter(
                                name="invoiceId",
                                param_type="String",
                                description="Unique identifier for the invoice the reminder pertains to.",
                            ),
                            Parameter(
                                name="userId",
                                param_type="String",
                                description="Unique identifier for the user associated with the invoice to send the notification to.",
                            ),
                            Parameter(
                                name="medium",
                                param_type="String",
                                description="Preferred medium of notification (e.g., Email, SMS).",
                            ),
                            Parameter(
                                name="sendTime",
                                param_type="DateTime",
                                description="Scheduled time for sending the reminder.",
                            ),
                        ],
                    ),
                    EndpointDataModel(
                        name="ReminderNotificationOutput",
                        description="Model for output after attempting to send a reminder notification about an unpaid invoice.",
                        params=[
                            Parameter(
                                name="success",
                                param_type="Boolean",
                                description="Indicates if the reminder was successfully sent.",
                            ),
                            Parameter(
                                name="message",
                                param_type="String",
                                description="A descriptive message about the outcome of the attempt.",
                            ),
                        ],
                    ),
                ],
            ),
            APIRouteRequirement(
                method="POST",
                path="/reports/generate",
                function_name="generate_report",
                description="Generates a financial report based on specified parameters.",
                access_level=AccessLevel.PUBLIC,
                request_model=RequestModel(
                    name="GenerateReportInput",
                    description="GenerateReportInput",
                    params=[
                        Parameter(
                            name="userId",
                            param_type="String",
                            description="The user's ID for whom the report is being generated.",
                        ),
                        Parameter(
                            name="reportType",
                            param_type="String",
                            description="Specifies the type of financial report required.",
                        ),
                        Parameter(
                            name="startDate",
                            param_type="DateTime",
                            description="The start date for the reporting period.",
                        ),
                        Parameter(
                            name="endDate",
                            param_type="DateTime",
                            description="The end date for the reporting period.",
                        ),
                        Parameter(
                            name="filters",
                            param_type="Array<String>",
                            description="Optional filters to refine the report data.",
                        ),
                    ],
                ),
                response_model=ResponseModel(
                    name="GenerateReportInput",
                    description="GenerateReportInput",
                    params=[
                        Parameter(
                            name="report",
                            param_type="FinancialReport",
                            description="The detailed financial report generated based on the input parameters.",
                        )
                    ],
                ),
                database_schema=schema,
                data_models=[
                    EndpointDataModel(
                        name="ReportRequestParameters",
                        description="Contains all the parameters needed to generate a customizable financial report.",
                        params=[
                            Parameter(
                                name="userId",
                                param_type="String",
                                description="Unique identifier of the user requesting the report.",
                            ),
                            Parameter(
                                name="reportType",
                                param_type="String",
                                description="Type of the report required (e.g., revenue_growth, expense_tracking).",
                            ),
                            Parameter(
                                name="startDate",
                                param_type="DateTime",
                                description="Start date for the time frame of the report.",
                            ),
                            Parameter(
                                name="endDate",
                                param_type="DateTime",
                                description="End date for the time frame of the report.",
                            ),
                            Parameter(
                                name="filters",
                                param_type="Array<String>",
                                description="List of additional filters to apply to the report data (optional).",
                            ),
                        ],
                    ),
                    EndpointDataModel(
                        name="FinancialReport",
                        description="Represents the structured output of a financial report, including various metrics and insights.",
                        params=[
                            Parameter(
                                name="reportType",
                                param_type="String",
                                description="Type of the generated report.",
                            ),
                            Parameter(
                                name="generatedAt",
                                param_type="DateTime",
                                description="Timestamp of when the report was generated.",
                            ),
                            Parameter(
                                name="metrics",
                                param_type="Array<ReportMetric>",
                                description="A collection of metrics included in the report.",
                            ),
                            Parameter(
                                name="insights",
                                param_type="Array<String>",
                                description="List of insights derived from the report data.",
                            ),
                        ],
                    ),
                    EndpointDataModel(
                        name="ReportMetric",
                        description="Details of a single metric within the financial report.",
                        params=[
                            Parameter(
                                name="metricName",
                                param_type="String",
                                description="Name of the metric.",
                            ),
                            Parameter(
                                name="value",
                                param_type="Float",
                                description="Quantitative value of the metric.",
                            ),
                            Parameter(
                                name="unit",
                                param_type="String",
                                description="Unit of measurement for the metric.",
                            ),
                            Parameter(
                                name="description",
                                param_type="String",
                                description="A brief description or insight related to the metric.",
                            ),
                        ],
                    ),
                ],
            ),
            APIRouteRequirement(
                method="GET",
                path="/insights",
                function_name="fetch_insights",
                description="Provides strategic financial insights.",
                access_level=AccessLevel.PUBLIC,
                request_model=RequestModel(
                    name="FinancialInsightsRequest",
                    description="FinancialInsightsRequest",
                    params=[
                        Parameter(
                            name="startDate",
                            param_type="DateTime",
                            description="The start date for the range of financial data to consider.",
                        ),
                        Parameter(
                            name="endDate",
                            param_type="DateTime",
                            description="The end date for the range of financial data to consider.",
                        ),
                        Parameter(
                            name="metrics",
                            param_type="Array<String>",
                            description="Optional. A list of specific financial metrics to retrieve insights for.",
                        ),
                    ],
                ),
                response_model=ResponseModel(
                    name="FinancialInsightsRequest",
                    description="FinancialInsightsRequest",
                    params=[
                        Parameter(
                            name="insights",
                            param_type="Array<FinancialInsight>",
                            description="A collection of financial insights.",
                        )
                    ],
                ),
                database_schema=schema,
                data_models=[
                    EndpointDataModel(
                        name="FinancialInsight",
                        description="Represents a high-level financial insight derived from aggregating financial data.",
                        params=[
                            Parameter(
                                name="label",
                                param_type="String",
                                description="The name of the financial insight or metric.",
                            ),
                            Parameter(
                                name="value",
                                param_type="Float",
                                description="The numerical value of the insight.",
                            ),
                            Parameter(
                                name="trend",
                                param_type="String",
                                description="Indicates the trend of this metric (e.g., 'increasing', 'decreasing', 'stable').",
                            ),
                            Parameter(
                                name="interpretation",
                                param_type="String",
                                description="A brief expert analysis or interpretation of what this insight suggests about the business's financial health.",
                            ),
                        ],
                    )
                ],
            ),
            APIRouteRequirement(
                method="PATCH",
                path="/security/settings",
                function_name="update_security_settings",
                description="Updates security settings and protocols.",
                access_level=AccessLevel.ADMIN,
                request_model=RequestModel(
                    name="UpdateSecuritySettingsRequest",
                    description="UpdateSecuritySettingsRequest",
                    params=[
                        Parameter(
                            name="updates",
                            param_type="Array<SecuritySettingUpdate>",
                            description="A list of security settings to update, each indicating the setting name and its new value.",
                        )
                    ],
                ),
                response_model=ResponseModel(
                    name="UpdateSecuritySettingsRequest",
                    description="UpdateSecuritySettingsRequest",
                    params=[
                        Parameter(
                            name="success",
                            param_type="Boolean",
                            description="Indicates if the update operation was successful.",
                        ),
                        Parameter(
                            name="updatedSettings",
                            param_type="Array<SecuritySettingUpdate>",
                            description="A list of all settings that were successfully updated.",
                        ),
                        Parameter(
                            name="failedSettings",
                            param_type="Array<SecuritySettingUpdate>",
                            description="A list of settings that failed to update, with descriptions of the failure reasons.",
                        ),
                    ],
                ),
                database_schema=schema,
                data_models=[
                    EndpointDataModel(
                        name="SecuritySettingUpdate",
                        description="Represents a security setting that needs to be updated.",
                        params=[
                            Parameter(
                                name="settingName",
                                param_type="String",
                                description="The name of the security setting to update.",
                            ),
                            Parameter(
                                name="newValue",
                                param_type="String",
                                description="The new value for the security setting.",
                            ),
                        ],
                    ),
                    EndpointDataModel(
                        name="UpdateSecuritySettingsResponse",
                        description="Response model for update security settings operation, indicating success or failure.",
                        params=[
                            Parameter(
                                name="success",
                                param_type="Boolean",
                                description="Indicates if the update operation was successful.",
                            ),
                            Parameter(
                                name="updatedSettings",
                                param_type="Array<SecuritySettingUpdate>",
                                description="A list of all settings that were successfully updated.",
                            ),
                            Parameter(
                                name="failedSettings",
                                param_type="Array<SecuritySettingUpdate>",
                                description="A list of settings that failed to update, with descriptions of the failure reasons.",
                            ),
                        ],
                    ),
                ],
            ),
            APIRouteRequirement(
                method="POST",
                path="/compliance/logs",
                function_name="log_compliance_action",
                description="Records a compliance-related action for auditing.",
                access_level=AccessLevel.PUBLIC,
                request_model=RequestModel(
                    name="LogComplianceActionInput",
                    description="LogComplianceActionInput",
                    params=[
                        Parameter(
                            name="complianceAction",
                            param_type="ComplianceAction",
                            description="The compliance action that needs to be logged.",
                        )
                    ],
                ),
                response_model=ResponseModel(
                    name="LogComplianceActionInput",
                    description="LogComplianceActionInput",
                    params=[
                        Parameter(
                            name="success",
                            param_type="Boolean",
                            description="Indicates whether the logging was successful.",
                        ),
                        Parameter(
                            name="message",
                            param_type="String",
                            description="A descriptive message regarding the outcome of the log attempt.",
                        ),
                    ],
                ),
                database_schema=schema,
                data_models=[
                    EndpointDataModel(
                        name="ComplianceAction",
                        description="Represents a compliance-related action that needs to be logged for auditing.",
                        params=[
                            Parameter(
                                name="actionType",
                                param_type="String",
                                description="The type of action performed, e.g., 'Data Update', 'View Sensitive Information', etc.",
                            ),
                            Parameter(
                                name="description",
                                param_type="String",
                                description="A detailed description of the action performed.",
                            ),
                            Parameter(
                                name="performedBy",
                                param_type="String",
                                description="Identifier for the user or system component that performed the action.",
                            ),
                            Parameter(
                                name="timestamp",
                                param_type="DateTime",
                                description="Timestamp when the action was performed.",
                            ),
                        ],
                    )
                ],
            ),
            APIRouteRequirement(
                method="POST",
                path="/integration/payment-gateway",
                function_name="connect_payment_gateway",
                description="Sets up connection with a specified payment gateway.",
                access_level=AccessLevel.PUBLIC,
                request_model=RequestModel(
                    name="PaymentGatewayConnectionRequest",
                    description="PaymentGatewayConnectionRequest",
                    params=[
                        Parameter(
                            name="connectionDetails",
                            param_type="PaymentGatewayConnectionInput",
                            description="An object holding the necessary connection details.",
                        )
                    ],
                ),
                response_model=ResponseModel(
                    name="PaymentGatewayConnectionRequest",
                    description="PaymentGatewayConnectionRequest",
                    params=[
                        Parameter(
                            name="success",
                            param_type="Boolean",
                            description="Indicates if the connection attempt was successful.",
                        ),
                        Parameter(
                            name="message",
                            param_type="String",
                            description="Provides more detail on the connection status, including errors if any.",
                        ),
                        Parameter(
                            name="gatewayId",
                            param_type="optional<String>",
                            description="The unique identifier for the gateway in the system, provided upon a successful connection.",
                        ),
                    ],
                ),
                database_schema=schema,
                data_models=[
                    EndpointDataModel(
                        name="PaymentGatewayConnectionInput",
                        description="Data required to initiate a connection with a payment gateway.",
                        params=[
                            Parameter(
                                name="gatewayName",
                                param_type="String",
                                description="The name of the payment gateway to connect.",
                            ),
                            Parameter(
                                name="apiKey",
                                param_type="String",
                                description="The API key provided by the payment gateway for authentication.",
                            ),
                            Parameter(
                                name="apiSecret",
                                param_type="String",
                                description="The API secret or other credentials required for secure access.",
                            ),
                        ],
                    )
                ],
            ),
        ],
    )


if __name__ == "__main__":
    from codex.common.logging_config import setup_logging

    setup_logging()
    logger.info(availability_checker_requirements())
    logger.info(invoice_generator_requirements())
    logger.info(appointment_optimization_requirements())
    logger.info(distance_calculator_requirements())
    logger.info(profile_management())
    logger.info(calendar_booking_system())
    logger.info(inventory_mgmt_system())
    logger.info(invoice_payment_tracking())