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

162 lines
5.8 KiB
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.
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.
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
)
}
}
/// 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 struct Mode: EncodableProtoEnum {
enum Kind: String {
case auto = "AUTO"
case any = "ANY"
case none = "NONE"
}
/// The default behavior for function calling.
///
/// The model calls functions to answer queries at its discretion.
public static var auto: Mode {
return self.init(kind: .auto)
}
/// The model always predicts a provided function call to answer every query.
public static var any: Mode {
return self.init(kind: .any)
}
/// The model will never predict a function call to answer a query.
///
/// > Note: This can also be achieved by not passing any ``FunctionDeclaration`` tools
/// > when instantiating the model.
public static var none: Mode {
return self.init(kind: .none)
}
let rawValue: String
}
/// 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]?
/// Creates a new `FunctionCallingConfig`.
///
/// - Parameters:
/// - mode: Specifies the mode in which function calling should execute; if unspecified, the
/// default behavior will be ``Mode/auto``.
/// - allowedFunctionNames: A set of function names that, when provided, limits the functions
/// the model will call.
/// Note: This should only be set when the ``Mode`` is ``Mode/any``. Function names should match
/// `[FunctionDeclaration.name]`. With mode set to ``Mode/any``, the model will predict a
/// function call from the set of function names provided.
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
}
}
// MARK: - Codable Conformance
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 Tool: Encodable {}
extension FunctionCallingConfig: Encodable {}
extension FunctionCallingConfig.Mode: Encodable {}
extension ToolConfig: Encodable {}