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firebase-ios-sdk/FirebaseVertexAI/Sources/FunctionCalling.swift
T

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Swift

// 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 {}