FirebaseAI.swift 13 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 [limited-use tokens](https://firebase.google.com/docs/ai-logic/app-check),
  34. /// including their nuances, when to use them, and best practices for integrating them into
  35. /// 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. apiConfig: backend.apiConfig,
  47. useLimitedUseAppCheckTokens: useLimitedUseAppCheckTokens
  48. )
  49. // Verify that the `FirebaseAI` instance is always configured with the production endpoint since
  50. // this is the public API surface for creating an instance.
  51. assert(instance.apiConfig.service.endpoint == .firebaseProxyProd)
  52. assert(instance.apiConfig.version == .v1beta)
  53. return instance
  54. }
  55. /// Initializes a generative model with the given parameters.
  56. ///
  57. /// - Note: Refer to [Gemini models](https://firebase.google.com/docs/vertex-ai/gemini-models) for
  58. /// guidance on choosing an appropriate model for your use case.
  59. ///
  60. /// - Parameters:
  61. /// - modelName: The name of the model to use; see
  62. /// [available model names
  63. /// ](https://firebase.google.com/docs/vertex-ai/gemini-models#available-model-names) for a
  64. /// list of supported model names.
  65. /// - generationConfig: The content generation parameters your model should use.
  66. /// - safetySettings: A value describing what types of harmful content your model should allow.
  67. /// - tools: A list of ``Tool`` objects that the model may use to generate the next response.
  68. /// - toolConfig: Tool configuration for any `Tool` specified in the request.
  69. /// - systemInstruction: Instructions that direct the model to behave a certain way; currently
  70. /// only text content is supported.
  71. /// - requestOptions: Configuration parameters for sending requests to the backend.
  72. public func generativeModel(modelName: String,
  73. generationConfig: GenerationConfig? = nil,
  74. safetySettings: [SafetySetting]? = nil,
  75. tools: [Tool]? = nil,
  76. toolConfig: ToolConfig? = nil,
  77. systemInstruction: ModelContent? = nil,
  78. requestOptions: RequestOptions = RequestOptions())
  79. -> GenerativeModel {
  80. if !modelName.starts(with: GenerativeModel.geminiModelNamePrefix)
  81. && !modelName.starts(with: GenerativeModel.gemmaModelNamePrefix) {
  82. AILog.warning(code: .unsupportedGeminiModel, """
  83. Unsupported Gemini model "\(modelName)"; see \
  84. https://firebase.google.com/docs/vertex-ai/models for a list supported Gemini model names.
  85. """)
  86. }
  87. return GenerativeModel(
  88. modelName: modelName,
  89. modelResourceName: modelResourceName(modelName: modelName),
  90. firebaseInfo: firebaseInfo,
  91. apiConfig: apiConfig,
  92. generationConfig: generationConfig,
  93. safetySettings: safetySettings,
  94. tools: tools,
  95. toolConfig: toolConfig,
  96. systemInstruction: systemInstruction,
  97. requestOptions: requestOptions
  98. )
  99. }
  100. /// Initializes an ``ImagenModel`` with the given parameters.
  101. ///
  102. /// - Note: Refer to [Imagen models](https://firebase.google.com/docs/vertex-ai/models) for
  103. /// guidance on choosing an appropriate model for your use case.
  104. ///
  105. /// - Parameters:
  106. /// - modelName: The name of the Imagen 3 model to use.
  107. /// - generationConfig: Configuration options for generating images with Imagen.
  108. /// - safetySettings: Settings describing what types of potentially harmful content your model
  109. /// should allow.
  110. /// - requestOptions: Configuration parameters for sending requests to the backend.
  111. public func imagenModel(modelName: String, generationConfig: ImagenGenerationConfig? = nil,
  112. safetySettings: ImagenSafetySettings? = nil,
  113. requestOptions: RequestOptions = RequestOptions()) -> ImagenModel {
  114. if !modelName.starts(with: ImagenModel.imagenModelNamePrefix) {
  115. AILog.warning(code: .unsupportedImagenModel, """
  116. Unsupported Imagen model "\(modelName)"; see \
  117. https://firebase.google.com/docs/vertex-ai/models for a list supported Imagen model names.
  118. """)
  119. }
  120. return ImagenModel(
  121. modelResourceName: modelResourceName(modelName: modelName),
  122. firebaseInfo: firebaseInfo,
  123. apiConfig: apiConfig,
  124. generationConfig: generationConfig,
  125. safetySettings: safetySettings,
  126. requestOptions: requestOptions
  127. )
  128. }
  129. /// Initializes a new `TemplateGenerativeModel`.
  130. ///
  131. /// - Returns: A new `TemplateGenerativeModel` instance.
  132. public func templateGenerativeModel() -> TemplateGenerativeModel {
  133. return TemplateGenerativeModel(
  134. generativeAIService: GenerativeAIService(firebaseInfo: firebaseInfo,
  135. urlSession: GenAIURLSession.default),
  136. apiConfig: apiConfig
  137. )
  138. }
  139. /// Initializes a new `TemplateImagenModel`.
  140. ///
  141. /// - Returns: A new `TemplateImagenModel` instance.
  142. public func templateImagenModel() -> TemplateImagenModel {
  143. return TemplateImagenModel(
  144. generativeAIService: GenerativeAIService(firebaseInfo: firebaseInfo,
  145. urlSession: GenAIURLSession.default),
  146. apiConfig: apiConfig
  147. )
  148. }
  149. /// **[Public Preview]** Initializes a ``LiveGenerativeModel`` with the given parameters.
  150. ///
  151. /// - Note: Refer to [the Firebase docs on the Live
  152. /// API](https://firebase.google.com/docs/ai-logic/live-api#models-that-support-capability) for
  153. /// guidance on choosing an appropriate model for your use case.
  154. ///
  155. /// > Warning: Using the Firebase AI Logic SDKs with the Gemini Live API is in Public
  156. /// Preview, which means that the feature is not subject to any SLA or deprecation policy and
  157. /// could change in backwards-incompatible ways.
  158. ///
  159. /// - Parameters:
  160. /// - modelName: The name of the model to use.
  161. /// - generationConfig: The content generation parameters your model should use.
  162. /// - tools: A list of ``Tool`` objects that the model may use to generate the next response.
  163. /// - toolConfig: Tool configuration for any ``Tool`` specified in the request.
  164. /// - systemInstruction: Instructions that direct the model to behave a certain way; currently
  165. /// only text content is supported.
  166. /// - requestOptions: Configuration parameters for sending requests to the backend.
  167. @available(iOS 15.0, macOS 12.0, macCatalyst 15.0, tvOS 15.0, *)
  168. @available(watchOS, unavailable)
  169. public func liveModel(modelName: String,
  170. generationConfig: LiveGenerationConfig? = nil,
  171. tools: [Tool]? = nil,
  172. toolConfig: ToolConfig? = nil,
  173. systemInstruction: ModelContent? = nil,
  174. requestOptions: RequestOptions = RequestOptions()) -> LiveGenerativeModel {
  175. return LiveGenerativeModel(
  176. modelResourceName: modelResourceName(modelName: modelName),
  177. firebaseInfo: firebaseInfo,
  178. apiConfig: apiConfig,
  179. generationConfig: generationConfig,
  180. tools: tools,
  181. toolConfig: toolConfig,
  182. systemInstruction: systemInstruction,
  183. requestOptions: requestOptions
  184. )
  185. }
  186. /// Class to enable FirebaseAI to register via the Objective-C based Firebase component system
  187. /// to include FirebaseAI in the userAgent.
  188. @objc(FIRVertexAIComponent) class FirebaseVertexAIComponent: NSObject {}
  189. // MARK: - Private
  190. /// Firebase data relevant to Firebase AI.
  191. let firebaseInfo: FirebaseInfo
  192. let apiConfig: APIConfig
  193. /// A map of active `FirebaseAI` instances keyed by the `FirebaseApp`, the `APIConfig`, and
  194. /// `useLimitedUseAppCheckTokens`.
  195. private nonisolated(unsafe) static var instances: [InstanceKey: FirebaseAI] = [:]
  196. /// Lock to manage access to the `instances` array to avoid race conditions.
  197. private nonisolated(unsafe) static var instancesLock: os_unfair_lock = .init()
  198. static func createInstance(app: FirebaseApp?,
  199. apiConfig: APIConfig,
  200. useLimitedUseAppCheckTokens: Bool) -> FirebaseAI {
  201. guard let app = app ?? FirebaseApp.app() else {
  202. fatalError("No instance of the default Firebase app was found.")
  203. }
  204. os_unfair_lock_lock(&instancesLock)
  205. // Unlock before the function returns.
  206. defer { os_unfair_lock_unlock(&instancesLock) }
  207. let instanceKey = InstanceKey(
  208. appName: app.name,
  209. apiConfig: apiConfig,
  210. useLimitedUseAppCheckTokens: useLimitedUseAppCheckTokens
  211. )
  212. if let instance = instances[instanceKey] {
  213. return instance
  214. }
  215. let newInstance = FirebaseAI(
  216. app: app,
  217. apiConfig: apiConfig,
  218. useLimitedUseAppCheckTokens: useLimitedUseAppCheckTokens
  219. )
  220. instances[instanceKey] = newInstance
  221. return newInstance
  222. }
  223. init(app: FirebaseApp, apiConfig: APIConfig,
  224. useLimitedUseAppCheckTokens: Bool) {
  225. guard let projectID = app.options.projectID else {
  226. fatalError("The Firebase app named \"\(app.name)\" has no project ID in its configuration.")
  227. }
  228. guard let apiKey = app.options.apiKey else {
  229. fatalError("The Firebase app named \"\(app.name)\" has no API key in its configuration.")
  230. }
  231. firebaseInfo = FirebaseInfo(
  232. appCheck: ComponentType<AppCheckInterop>.instance(
  233. for: AppCheckInterop.self,
  234. in: app.container
  235. ),
  236. auth: ComponentType<AuthInterop>.instance(for: AuthInterop.self, in: app.container),
  237. projectID: projectID,
  238. apiKey: apiKey,
  239. firebaseAppID: app.options.googleAppID,
  240. firebaseApp: app,
  241. useLimitedUseAppCheckTokens: useLimitedUseAppCheckTokens
  242. )
  243. self.apiConfig = apiConfig
  244. }
  245. func modelResourceName(modelName: String) -> String {
  246. guard !modelName.isEmpty && modelName
  247. .allSatisfy({ !$0.isWhitespace && !$0.isNewline && $0 != "/" }) else {
  248. fatalError("""
  249. Invalid model name "\(modelName)" specified; see \
  250. https://firebase.google.com/docs/vertex-ai/gemini-model#available-models for a list of \
  251. available models.
  252. """)
  253. }
  254. switch apiConfig.service {
  255. case let .vertexAI(endpoint: _, location: location):
  256. return vertexAIModelResourceName(modelName: modelName, location: location)
  257. case .googleAI:
  258. return developerModelResourceName(modelName: modelName)
  259. }
  260. }
  261. private func vertexAIModelResourceName(modelName: String, location: String) -> String {
  262. guard !location.isEmpty && location
  263. .allSatisfy({ !$0.isWhitespace && !$0.isNewline && $0 != "/" }) else {
  264. fatalError("""
  265. Invalid location "\(location)" specified; see \
  266. https://firebase.google.com/docs/vertex-ai/locations?platform=ios#available-locations \
  267. for a list of available locations.
  268. """)
  269. }
  270. let projectID = firebaseInfo.projectID
  271. return "projects/\(projectID)/locations/\(location)/publishers/google/models/\(modelName)"
  272. }
  273. private func developerModelResourceName(modelName: String) -> String {
  274. switch apiConfig.service.endpoint {
  275. case .firebaseProxyStaging, .firebaseProxyProd:
  276. let projectID = firebaseInfo.projectID
  277. return "projects/\(projectID)/models/\(modelName)"
  278. case .googleAIBypassProxy:
  279. return "models/\(modelName)"
  280. }
  281. }
  282. /// Identifier for a unique instance of ``FirebaseAI``.
  283. ///
  284. /// This type is `Hashable` so that it can be used as a key in the `instances` dictionary.
  285. private struct InstanceKey: Sendable, Hashable {
  286. let appName: String
  287. let apiConfig: APIConfig
  288. let useLimitedUseAppCheckTokens: Bool
  289. }
  290. }