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- // Copyright 2024 Google LLC
- //
- // Licensed under the Apache License, Version 2.0 (the "License");
- // you may not use this file except in compliance with the License.
- // You may obtain a copy of the License at
- //
- // http://www.apache.org/licenses/LICENSE-2.0
- //
- // Unless required by applicable law or agreed to in writing, software
- // distributed under the License is distributed on an "AS IS" BASIS,
- // WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- // See the License for the specific language governing permissions and
- // limitations under the License.
- import Foundation
- /// A predicted function call returned from the model.
- public struct FunctionCall: Equatable {
- /// The name of the function to call.
- public let name: String
- /// The function parameters and values.
- public let args: JSONObject
- }
- /// A `Schema` object allows the definition of input and output data types.
- ///
- /// These types can be objects, but also primitives and arrays. Represents a select subset of an
- /// [OpenAPI 3.0 schema object](https://spec.openapis.org/oas/v3.0.3#schema).
- public class Schema {
- /// The data type.
- let type: DataType
- /// The format of the data.
- let format: String?
- /// A brief description of the parameter.
- let description: String?
- /// Indicates if the value may be null.
- let nullable: Bool?
- /// Possible values of the element of type ``DataType/string`` with "enum" format.
- let enumValues: [String]?
- /// Schema of the elements of type ``DataType/array``.
- let items: Schema?
- /// Properties of type ``DataType/object``.
- let properties: [String: Schema]?
- /// Required properties of type ``DataType/object``.
- let requiredProperties: [String]?
- /// Constructs a new `Schema`.
- ///
- /// - Parameters:
- /// - type: The data type.
- /// - format: The format of the data; used only for primitive datatypes.
- /// Supported formats:
- /// - ``DataType/integer``: int32, int64
- /// - ``DataType/number``: float, double
- /// - ``DataType/string``: enum
- /// - description: A brief description of the parameter; may be formatted as Markdown.
- /// - nullable: Indicates if the value may be null.
- /// - enumValues: Possible values of the element of type ``DataType/string`` with "enum" format.
- /// For example, an enum `Direction` may be defined as `["EAST", NORTH", "SOUTH", "WEST"]`.
- /// - items: Schema of the elements of type ``DataType/array``.
- /// - properties: Properties of type ``DataType/object``.
- /// - requiredProperties: Required properties of type ``DataType/object``.
- public init(type: DataType, format: String? = nil, description: String? = nil,
- nullable: Bool? = nil,
- enumValues: [String]? = nil, items: Schema? = nil,
- properties: [String: Schema]? = nil,
- requiredProperties: [String]? = nil) {
- self.type = type
- self.format = format
- self.description = description
- self.nullable = nullable
- self.enumValues = enumValues
- self.items = items
- self.properties = properties
- self.requiredProperties = requiredProperties
- }
- }
- /// A data type.
- ///
- /// Contains the set of OpenAPI [data types](https://spec.openapis.org/oas/v3.0.3#data-types).
- public enum DataType: String {
- /// A `String` type.
- case string = "STRING"
- /// A floating-point number type.
- case number = "NUMBER"
- /// An integer type.
- case integer = "INTEGER"
- /// A boolean type.
- case boolean = "BOOLEAN"
- /// An array type.
- case array = "ARRAY"
- /// An object type.
- case object = "OBJECT"
- }
- /// Structured representation of a function declaration.
- ///
- /// This `FunctionDeclaration` is a representation of a block of code that can be used as a ``Tool``
- /// by the model and executed by the client.
- public struct FunctionDeclaration {
- /// The name of the function.
- let name: String
- /// A brief description of the function.
- let description: String
- /// Describes the parameters to this function; must be of type ``DataType/object``.
- let parameters: Schema?
- /// Constructs a new `FunctionDeclaration`.
- ///
- /// - Parameters:
- /// - name: The name of the function; must be a-z, A-Z, 0-9, or contain underscores and dashes,
- /// with a maximum length of 63.
- /// - description: A brief description of the function.
- /// - parameters: Describes the parameters to this function; the keys are parameter names and
- /// the values are ``Schema`` objects describing them.
- /// - requiredParameters: A list of required parameters by name.
- public init(name: String, description: String, parameters: [String: Schema]?,
- requiredParameters: [String]? = nil) {
- self.name = name
- self.description = description
- self.parameters = Schema(
- type: .object,
- properties: parameters,
- requiredProperties: requiredParameters
- )
- }
- }
- /// Helper tools that the model may use to generate response.
- ///
- /// A `Tool` is a piece of code that enables the system to interact with external systems to
- /// perform an action, or set of actions, outside of knowledge and scope of the model.
- public struct Tool {
- /// A list of `FunctionDeclarations` available to the model.
- let functionDeclarations: [FunctionDeclaration]?
- /// Constructs a new `Tool`.
- ///
- /// - Parameters:
- /// - functionDeclarations: A list of `FunctionDeclarations` available to the model that can be
- /// used for function calling.
- /// The model or system does not execute the function. Instead the defined function may be
- /// returned as a ``FunctionCall`` in ``ModelContent/Part/functionCall(_:)`` with arguments to
- /// the client side for execution. The model may decide to call a subset of these functions by
- /// populating ``FunctionCall`` in the response. The next conversation turn may contain a
- /// ``FunctionResponse`` in ``ModelContent/Part/functionResponse(_:)`` with the
- /// ``ModelContent/role`` "function", providing generation context for the next model turn.
- public init(functionDeclarations: [FunctionDeclaration]?) {
- self.functionDeclarations = functionDeclarations
- }
- }
- /// Configuration for specifying function calling behavior.
- public struct FunctionCallingConfig {
- /// Defines the execution behavior for function calling by defining the
- /// execution mode.
- public enum Mode: String {
- /// The default behavior for function calling. The model calls functions to answer queries at
- /// its discretion.
- case auto = "AUTO"
- /// The model always predicts a provided function call to answer every query.
- case any = "ANY"
- /// The model will never predict a function call to answer a query. This can also be achieved by
- /// not passing any tools to the model.
- case none = "NONE"
- }
- /// Specifies the mode in which function calling should execute. If
- /// unspecified, the default value will be set to AUTO.
- let mode: Mode?
- /// A set of function names that, when provided, limits the functions the model
- /// will call.
- ///
- /// This should only be set when the Mode is ANY. Function names
- /// should match [FunctionDeclaration.name]. With mode set to ANY, model will
- /// predict a function call from the set of function names provided.
- let allowedFunctionNames: [String]?
- public init(mode: FunctionCallingConfig.Mode? = nil, allowedFunctionNames: [String]? = nil) {
- self.mode = mode
- self.allowedFunctionNames = allowedFunctionNames
- }
- }
- /// Tool configuration for any `Tool` specified in the request.
- public struct ToolConfig {
- let functionCallingConfig: FunctionCallingConfig?
- public init(functionCallingConfig: FunctionCallingConfig? = nil) {
- self.functionCallingConfig = functionCallingConfig
- }
- }
- /// Result output from a ``FunctionCall``.
- ///
- /// Contains a string representing the `FunctionDeclaration.name` and a structured JSON object
- /// containing any output from the function is used as context to the model. This should contain the
- /// result of a ``FunctionCall`` made based on model prediction.
- public struct FunctionResponse: Equatable {
- /// The name of the function that was called.
- let name: String
- /// The function's response.
- let response: JSONObject
- /// Constructs a new `FunctionResponse`.
- ///
- /// - Parameters:
- /// - name: The name of the function that was called.
- /// - response: The function's response.
- public init(name: String, response: JSONObject) {
- self.name = name
- self.response = response
- }
- }
- // MARK: - Codable Conformance
- extension FunctionCall: Decodable {
- enum CodingKeys: CodingKey {
- case name
- case args
- }
- public init(from decoder: Decoder) throws {
- let container = try decoder.container(keyedBy: CodingKeys.self)
- name = try container.decode(String.self, forKey: .name)
- if let args = try container.decodeIfPresent(JSONObject.self, forKey: .args) {
- self.args = args
- } else {
- args = JSONObject()
- }
- }
- }
- extension FunctionCall: Encodable {}
- extension FunctionDeclaration: Encodable {
- enum CodingKeys: String, CodingKey {
- case name
- case description
- case parameters
- }
- public func encode(to encoder: Encoder) throws {
- var container = encoder.container(keyedBy: CodingKeys.self)
- try container.encode(name, forKey: .name)
- try container.encode(description, forKey: .description)
- try container.encode(parameters, forKey: .parameters)
- }
- }
- extension Schema: Encodable {
- enum CodingKeys: String, CodingKey {
- case type
- case format
- case description
- case nullable
- case enumValues = "enum"
- case items
- case properties
- case requiredProperties = "required"
- }
- }
- extension DataType: Encodable {}
- extension Tool: Encodable {}
- extension FunctionCallingConfig: Encodable {}
- extension FunctionCallingConfig.Mode: Encodable {}
- extension ToolConfig: Encodable {}
- extension FunctionResponse: Encodable {}
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