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Add a code snippet for function calling (#187)
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andrewheard authored Jul 12, 2024
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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 GoogleGenerativeAI
import XCTest

// Set up your API Key
// ====================
// To use the Gemini API, you'll need an API key. To learn more, see the "Set up your API Key"
// section in the Gemini API quickstart:
// https://ai.google.dev/gemini-api/docs/quickstart?lang=swift#set-up-api-key

@available(iOS 15.0, macOS 11.0, macCatalyst 15.0, *)
final class FunctionCallingSnippets: XCTestCase {
override func setUpWithError() throws {
try XCTSkipIf(
APIKey.default.isEmpty,
"`\(APIKey.apiKeyEnvVar)` environment variable not set."
)
}

func testFunctionCalling() async throws {
// [BEGIN function_calling]
// Calls a hypothetical API to control a light bulb and returns the values that were set.
func controlLight(brightness: Double, colorTemperature: String) -> JSONObject {
return ["brightness": .number(brightness), "colorTemperature": .string(colorTemperature)]
}

let generativeModel =
GenerativeModel(
// Use a model that supports function calling, like a Gemini 1.5 model
name: "gemini-1.5-flash",
// Access your API key from your on-demand resource .plist file (see "Set up your API key"
// above)
apiKey: APIKey.default,
tools: [Tool(functionDeclarations: [
FunctionDeclaration(
name: "controlLight",
description: "Set the brightness and color temperature of a room light.",
parameters: [
"brightness": Schema(
type: .number,
format: "double",
description: "Light level from 0 to 100. Zero is off and 100 is full brightness."
),
"colorTemperature": Schema(
type: .string,
format: "enum",
description: "Color temperature of the light fixture.",
enumValues: ["daylight", "cool", "warm"]
),
],
requiredParameters: ["brightness", "colorTemperature"]
),
])]
)

let chat = generativeModel.startChat()

let prompt = "Dim the lights so the room feels cozy and warm."

// Send the message to the model.
let response1 = try await chat.sendMessage(prompt)

// Check if the model responded with a function call.
// For simplicity, this sample uses the first function call found.
guard let functionCall = response1.functionCalls.first else {
fatalError("Model did not respond with a function call.")
}
// Print an error if the returned function was not declared
guard functionCall.name == "controlLight" else {
fatalError("Unexpected function called: \(functionCall.name)")
}
// Verify that the names and types of the parameters match the declaration
guard case let .number(brightness) = functionCall.args["brightness"] else {
fatalError("Missing argument: brightness")
}
guard case let .string(colorTemperature) = functionCall.args["colorTemperature"] else {
fatalError("Missing argument: colorTemperature")
}

// Call the executable function named in the FunctionCall with the arguments specified in the
// FunctionCall and let it call the hypothetical API.
let apiResponse = controlLight(brightness: brightness, colorTemperature: colorTemperature)

// Send the API response back to the model so it can generate a text response that can be
// displayed to the user.
let response2 = try await chat.sendMessage([ModelContent(
role: "function",
parts: [.functionResponse(FunctionResponse(name: "controlLight", response: apiResponse))]
)])

if let text = response2.text {
print(text)
}
// [END function_calling]
}
}

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