FirebaseAI.swift 11 KB

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  1. // Copyright 2024 Google LLC
  2. //
  3. // Licensed under the Apache License, Version 2.0 (the "License");
  4. // you may not use this file except in compliance with the License.
  5. // You may obtain a copy of the License at
  6. //
  7. // http://www.apache.org/licenses/LICENSE-2.0
  8. //
  9. // Unless required by applicable law or agreed to in writing, software
  10. // distributed under the License is distributed on an "AS IS" BASIS,
  11. // WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
  12. // See the License for the specific language governing permissions and
  13. // limitations under the License.
  14. import FirebaseAppCheckInterop
  15. import FirebaseAuthInterop
  16. import FirebaseCore
  17. import Foundation
  18. // Avoids exposing internal FirebaseCore APIs to Swift users.
  19. internal import FirebaseCoreExtension
  20. /// The Firebase AI SDK provides access to Gemini models directly from your app.
  21. @available(iOS 15.0, macOS 12.0, macCatalyst 15.0, tvOS 15.0, watchOS 8.0, *)
  22. public final class FirebaseAI: Sendable {
  23. // MARK: - Public APIs
  24. /// Creates an instance of `FirebaseAI`.
  25. ///
  26. /// - Parameters:
  27. /// - app: A custom `FirebaseApp` used for initialization; if not specified, uses the default
  28. /// ``FirebaseApp``.
  29. /// - backend: The backend API for the Firebase AI SDK; if not specified, uses the default
  30. /// ``Backend/googleAI()`` (Gemini Developer API).
  31. /// - useLimitedUseAppCheckTokens: When sending tokens to the backend, this option enables
  32. /// the usage of App Check's limited-use tokens instead of the standard cached tokens. Learn
  33. /// more about
  34. /// [limited-use tokens](https://firebase.google.com/docs/ai-logic/app-check), including
  35. /// their nuances, when to use them, and best practices for integrating them into your app.
  36. ///
  37. /// _This flag is set to `false` by default._
  38. /// > Migrating to limited-use tokens sooner minimizes disruption when support for replay
  39. /// > protection is added.
  40. /// - Returns: A `FirebaseAI` instance, configured with the custom `FirebaseApp`.
  41. public static func firebaseAI(app: FirebaseApp? = nil,
  42. backend: Backend = .googleAI(),
  43. useLimitedUseAppCheckTokens: Bool = false) -> FirebaseAI {
  44. let instance = createInstance(
  45. app: app,
  46. location: backend.location,
  47. apiConfig: backend.apiConfig,
  48. useLimitedUseAppCheckTokens: useLimitedUseAppCheckTokens
  49. )
  50. // Verify that the `FirebaseAI` instance is always configured with the production endpoint since
  51. // this is the public API surface for creating an instance.
  52. assert(instance.apiConfig.service.endpoint == .firebaseProxyProd)
  53. assert(instance.apiConfig.version == .v1beta)
  54. return instance
  55. }
  56. /// Initializes a generative model with the given parameters.
  57. ///
  58. /// - Note: Refer to [Gemini models](https://firebase.google.com/docs/vertex-ai/gemini-models) for
  59. /// guidance on choosing an appropriate model for your use case.
  60. ///
  61. /// - Parameters:
  62. /// - modelName: The name of the model to use, for example `"gemini-1.5-flash"`; see
  63. /// [available model names
  64. /// ](https://firebase.google.com/docs/vertex-ai/gemini-models#available-model-names) for a
  65. /// list of supported model names.
  66. /// - generationConfig: The content generation parameters your model should use.
  67. /// - safetySettings: A value describing what types of harmful content your model should allow.
  68. /// - tools: A list of ``Tool`` objects that the model may use to generate the next response.
  69. /// - toolConfig: Tool configuration for any `Tool` specified in the request.
  70. /// - systemInstruction: Instructions that direct the model to behave a certain way; currently
  71. /// only text content is supported.
  72. /// - requestOptions: Configuration parameters for sending requests to the backend.
  73. public func generativeModel(modelName: String,
  74. generationConfig: GenerationConfig? = nil,
  75. safetySettings: [SafetySetting]? = nil,
  76. tools: [Tool]? = nil,
  77. toolConfig: ToolConfig? = nil,
  78. systemInstruction: ModelContent? = nil,
  79. requestOptions: RequestOptions = RequestOptions())
  80. -> GenerativeModel {
  81. if !modelName.starts(with: GenerativeModel.geminiModelNamePrefix)
  82. && !modelName.starts(with: GenerativeModel.gemmaModelNamePrefix) {
  83. AILog.warning(code: .unsupportedGeminiModel, """
  84. Unsupported Gemini model "\(modelName)"; see \
  85. https://firebase.google.com/docs/vertex-ai/models for a list supported Gemini model names.
  86. """)
  87. }
  88. return GenerativeModel(
  89. modelName: modelName,
  90. modelResourceName: modelResourceName(modelName: modelName),
  91. firebaseInfo: firebaseInfo,
  92. apiConfig: apiConfig,
  93. generationConfig: generationConfig,
  94. safetySettings: safetySettings,
  95. tools: tools,
  96. toolConfig: toolConfig,
  97. systemInstruction: systemInstruction,
  98. requestOptions: requestOptions
  99. )
  100. }
  101. /// **[Public Preview]** Initializes an ``ImagenModel`` with the given parameters.
  102. ///
  103. /// > Warning: For Firebase AI SDK, image generation using Imagen 3 models is in Public
  104. /// Preview, which means that the feature is not subject to any SLA or deprecation policy and
  105. /// could change in backwards-incompatible ways.
  106. ///
  107. /// > Important: Only Imagen 3 models (named `imagen-3.0-*`) are supported.
  108. ///
  109. /// - Parameters:
  110. /// - modelName: The name of the Imagen 3 model to use, for example `"imagen-3.0-generate-002"`;
  111. /// see [model versions](https://firebase.google.com/docs/vertex-ai/models) for a list of
  112. /// supported Imagen 3 models.
  113. /// - generationConfig: Configuration options for generating images with Imagen.
  114. /// - safetySettings: Settings describing what types of potentially harmful content your model
  115. /// should allow.
  116. /// - requestOptions: Configuration parameters for sending requests to the backend.
  117. public func imagenModel(modelName: String, generationConfig: ImagenGenerationConfig? = nil,
  118. safetySettings: ImagenSafetySettings? = nil,
  119. requestOptions: RequestOptions = RequestOptions()) -> ImagenModel {
  120. if !modelName.starts(with: ImagenModel.imagenModelNamePrefix) {
  121. AILog.warning(code: .unsupportedImagenModel, """
  122. Unsupported Imagen model "\(modelName)"; see \
  123. https://firebase.google.com/docs/vertex-ai/models for a list supported Imagen model names.
  124. """)
  125. }
  126. return ImagenModel(
  127. modelResourceName: modelResourceName(modelName: modelName),
  128. firebaseInfo: firebaseInfo,
  129. apiConfig: apiConfig,
  130. generationConfig: generationConfig,
  131. safetySettings: safetySettings,
  132. requestOptions: requestOptions
  133. )
  134. }
  135. /// Class to enable FirebaseAI to register via the Objective-C based Firebase component system
  136. /// to include FirebaseAI in the userAgent.
  137. @objc(FIRVertexAIComponent) class FirebaseVertexAIComponent: NSObject {}
  138. // MARK: - Private
  139. /// Firebase data relevant to Firebase AI.
  140. let firebaseInfo: FirebaseInfo
  141. let apiConfig: APIConfig
  142. /// A map of active `FirebaseAI` instances keyed by the `FirebaseApp` name and the `location`,
  143. /// in the format `appName:location`.
  144. private nonisolated(unsafe) static var instances: [InstanceKey: FirebaseAI] = [:]
  145. /// Lock to manage access to the `instances` array to avoid race conditions.
  146. private nonisolated(unsafe) static var instancesLock: os_unfair_lock = .init()
  147. let location: String?
  148. static let defaultVertexAIAPIConfig = APIConfig(
  149. service: .vertexAI(endpoint: .firebaseProxyProd),
  150. version: .v1beta
  151. )
  152. static func createInstance(app: FirebaseApp?, location: String?,
  153. apiConfig: APIConfig,
  154. useLimitedUseAppCheckTokens: Bool) -> FirebaseAI {
  155. guard let app = app ?? FirebaseApp.app() else {
  156. fatalError("No instance of the default Firebase app was found.")
  157. }
  158. os_unfair_lock_lock(&instancesLock)
  159. // Unlock before the function returns.
  160. defer { os_unfair_lock_unlock(&instancesLock) }
  161. let instanceKey = InstanceKey(
  162. appName: app.name,
  163. location: location,
  164. apiConfig: apiConfig,
  165. useLimitedUseAppCheckTokens: useLimitedUseAppCheckTokens
  166. )
  167. if let instance = instances[instanceKey] {
  168. return instance
  169. }
  170. let newInstance = FirebaseAI(
  171. app: app,
  172. location: location,
  173. apiConfig: apiConfig,
  174. useLimitedUseAppCheckTokens: useLimitedUseAppCheckTokens
  175. )
  176. instances[instanceKey] = newInstance
  177. return newInstance
  178. }
  179. init(app: FirebaseApp, location: String?, apiConfig: APIConfig,
  180. useLimitedUseAppCheckTokens: Bool) {
  181. guard let projectID = app.options.projectID else {
  182. fatalError("The Firebase app named \"\(app.name)\" has no project ID in its configuration.")
  183. }
  184. guard let apiKey = app.options.apiKey else {
  185. fatalError("The Firebase app named \"\(app.name)\" has no API key in its configuration.")
  186. }
  187. firebaseInfo = FirebaseInfo(
  188. appCheck: ComponentType<AppCheckInterop>.instance(
  189. for: AppCheckInterop.self,
  190. in: app.container
  191. ),
  192. auth: ComponentType<AuthInterop>.instance(for: AuthInterop.self, in: app.container),
  193. projectID: projectID,
  194. apiKey: apiKey,
  195. firebaseAppID: app.options.googleAppID,
  196. firebaseApp: app,
  197. useLimitedUseAppCheckTokens: useLimitedUseAppCheckTokens
  198. )
  199. self.apiConfig = apiConfig
  200. self.location = location
  201. }
  202. func modelResourceName(modelName: String) -> String {
  203. guard !modelName.isEmpty && modelName
  204. .allSatisfy({ !$0.isWhitespace && !$0.isNewline && $0 != "/" }) else {
  205. fatalError("""
  206. Invalid model name "\(modelName)" specified; see \
  207. https://firebase.google.com/docs/vertex-ai/gemini-model#available-models for a list of \
  208. available models.
  209. """)
  210. }
  211. switch apiConfig.service {
  212. case .vertexAI:
  213. return vertexAIModelResourceName(modelName: modelName)
  214. case .googleAI:
  215. return developerModelResourceName(modelName: modelName)
  216. }
  217. }
  218. private func vertexAIModelResourceName(modelName: String) -> String {
  219. guard let location else {
  220. fatalError("Location must be specified for the Firebase AI service.")
  221. }
  222. guard !location.isEmpty && location
  223. .allSatisfy({ !$0.isWhitespace && !$0.isNewline && $0 != "/" }) else {
  224. fatalError("""
  225. Invalid location "\(location)" specified; see \
  226. https://firebase.google.com/docs/vertex-ai/locations?platform=ios#available-locations \
  227. for a list of available locations.
  228. """)
  229. }
  230. let projectID = firebaseInfo.projectID
  231. return "projects/\(projectID)/locations/\(location)/publishers/google/models/\(modelName)"
  232. }
  233. private func developerModelResourceName(modelName: String) -> String {
  234. switch apiConfig.service.endpoint {
  235. case .firebaseProxyStaging, .firebaseProxyProd:
  236. let projectID = firebaseInfo.projectID
  237. return "projects/\(projectID)/models/\(modelName)"
  238. case .googleAIBypassProxy:
  239. return "models/\(modelName)"
  240. }
  241. }
  242. /// Identifier for a unique instance of ``FirebaseAI``.
  243. ///
  244. /// This type is `Hashable` so that it can be used as a key in the `instances` dictionary.
  245. private struct InstanceKey: Sendable, Hashable {
  246. let appName: String
  247. let location: String?
  248. let apiConfig: APIConfig
  249. let useLimitedUseAppCheckTokens: Bool
  250. }
  251. }