// 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 /// 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. @available(iOS 15.0, macOS 12.0, macCatalyst 15.0, tvOS 15.0, watchOS 8.0, *) 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. /// - optionalParameters: The names of parameters that may be omitted by the model in function /// calls; by default, all parameters are considered required. public init(name: String, description: String, parameters: [String: Schema], optionalParameters: [String] = []) { self.name = name self.description = description self.parameters = Schema.object( properties: parameters, optionalProperties: optionalParameters, nullable: false ) } } /// A helper tool that the model may use when generating responses. /// /// 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. @available(iOS 15.0, macOS 12.0, macCatalyst 15.0, tvOS 15.0, watchOS 8.0, *) public struct Tool { /// A list of `FunctionDeclarations` available to the model. let functionDeclarations: [FunctionDeclaration]? init(functionDeclarations: [FunctionDeclaration]?) { self.functionDeclarations = functionDeclarations } /// Creates a tool that allows the model to perform function calling. /// /// Function calling can be used to provide data to the model that was not known at the time it /// was trained (for example, the current date or weather conditions) or to allow it to interact /// with external systems (for example, making an API request or querying/updating a database). /// For more details and use cases, see [Introduction to function /// calling](https://cloud.google.com/vertex-ai/generative-ai/docs/multimodal/function-calling). /// /// - 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 ``FunctionCallPart`` with arguments to the client side for execution. The /// model may decide to call none, some or all of the declared functions; this behavior may be /// configured by specifying a ``ToolConfig`` when instantiating the model. When a /// ``FunctionCallPart`` is received, the next conversation turn may contain a /// ``FunctionResponsePart`` in ``ModelContent/parts`` with a ``ModelContent/role`` of /// `"function"`; this response contains the result of executing the function on the client, /// providing generation context for the model's next turn. public static func functionDeclarations(_ functionDeclarations: [FunctionDeclaration]) -> Tool { return self.init(functionDeclarations: functionDeclarations) } } /// Configuration for specifying function calling behavior. @available(iOS 15.0, macOS 12.0, macCatalyst 15.0, tvOS 15.0, watchOS 8.0, *) public struct FunctionCallingConfig { /// Defines the execution behavior for function calling by defining the execution mode. enum Mode: String { case auto = "AUTO" case any = "ANY" case none = "NONE" } /// Specifies the mode in which function calling should execute. let mode: Mode? /// A set of function names that, when provided, limits the functions the model will call. let allowedFunctionNames: [String]? init(mode: FunctionCallingConfig.Mode? = nil, allowedFunctionNames: [String]? = nil) { self.mode = mode self.allowedFunctionNames = allowedFunctionNames } /// Creates a function calling config where the model calls functions at its discretion. /// /// > Note: This is the default behavior. public static func auto() -> FunctionCallingConfig { return FunctionCallingConfig(mode: .auto) } /// Creates a function calling config where the model will always call a provided function. /// /// - Parameters: /// - allowedFunctionNames: A set of function names that, when provided, limits the functions /// that the model will call. public static func any(allowedFunctionNames: [String]? = nil) -> FunctionCallingConfig { return FunctionCallingConfig(mode: .any, allowedFunctionNames: allowedFunctionNames) } /// Creates a function calling config where the model will never call a function. /// /// > Note: This can also be achieved by not passing any ``FunctionDeclaration`` tools when /// > instantiating the model. public static func none() -> FunctionCallingConfig { return FunctionCallingConfig(mode: FunctionCallingConfig.Mode.none) } } /// Tool configuration for any `Tool` specified in the request. @available(iOS 15.0, macOS 12.0, macCatalyst 15.0, tvOS 15.0, watchOS 8.0, *) public struct ToolConfig { let functionCallingConfig: FunctionCallingConfig? public init(functionCallingConfig: FunctionCallingConfig? = nil) { self.functionCallingConfig = functionCallingConfig } } // MARK: - Codable Conformance @available(iOS 15.0, macOS 12.0, macCatalyst 15.0, tvOS 15.0, watchOS 8.0, *) 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) } } @available(iOS 15.0, macOS 12.0, macCatalyst 15.0, tvOS 15.0, watchOS 8.0, *) extension Tool: Encodable {} @available(iOS 15.0, macOS 12.0, macCatalyst 15.0, tvOS 15.0, watchOS 8.0, *) extension FunctionCallingConfig: Encodable {} @available(iOS 15.0, macOS 12.0, macCatalyst 15.0, tvOS 15.0, watchOS 8.0, *) extension FunctionCallingConfig.Mode: Encodable {} @available(iOS 15.0, macOS 12.0, macCatalyst 15.0, tvOS 15.0, watchOS 8.0, *) extension ToolConfig: Encodable {}