-
Notifications
You must be signed in to change notification settings - Fork 1.7k
[Vertex AI] Add ImagenModel
with generateImages
functions
#14226
New issue
Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.
By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.
Already on GitHub? Sign in to your account
Merged
Merged
Changes from all commits
Commits
Show all changes
5 commits
Select commit
Hold shift + click to select a range
c7bd464
Move `ImageGenerationResponse` to public directory
andrewheard ee3fde0
Add ImagenModel
andrewheard 996cd4b
Add an integration test and fix uncovered camelCase JSON issues
andrewheard 79827a6
Add copyright notice in `ImagenModel.swift`
andrewheard 55c899c
Fix camelCase JSON in unit tests
andrewheard File filter
Filter by extension
Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
There are no files selected for viewing
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
92 changes: 92 additions & 0 deletions
92
FirebaseVertexAI/Sources/Types/Public/Imagen/ImagenModel.swift
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Original file line number | Diff line number | Diff line change |
---|---|---|
@@ -0,0 +1,92 @@ | ||
// 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 FirebaseAppCheckInterop | ||
import FirebaseAuthInterop | ||
import Foundation | ||
|
||
@available(iOS 15.0, macOS 12.0, macCatalyst 15.0, tvOS 15.0, watchOS 8.0, *) | ||
public final class ImagenModel { | ||
/// The resource name of the model in the backend; has the format "models/model-name". | ||
let modelResourceName: String | ||
|
||
/// The backing service responsible for sending and receiving model requests to the backend. | ||
let generativeAIService: GenerativeAIService | ||
|
||
/// Configuration parameters for sending requests to the backend. | ||
let requestOptions: RequestOptions | ||
|
||
init(name: String, | ||
projectID: String, | ||
apiKey: String, | ||
requestOptions: RequestOptions, | ||
appCheck: AppCheckInterop?, | ||
auth: AuthInterop?, | ||
urlSession: URLSession = .shared) { | ||
modelResourceName = name | ||
generativeAIService = GenerativeAIService( | ||
projectID: projectID, | ||
apiKey: apiKey, | ||
appCheck: appCheck, | ||
auth: auth, | ||
urlSession: urlSession | ||
) | ||
self.requestOptions = requestOptions | ||
} | ||
|
||
public func generateImages(prompt: String) async throws | ||
-> ImageGenerationResponse<ImagenInlineDataImage> { | ||
return try await generateImages( | ||
prompt: prompt, | ||
parameters: imageGenerationParameters(storageURI: nil) | ||
) | ||
} | ||
|
||
public func generateImages(prompt: String, storageURI: String) async throws | ||
-> ImageGenerationResponse<ImagenFileDataImage> { | ||
return try await generateImages( | ||
prompt: prompt, | ||
parameters: imageGenerationParameters(storageURI: storageURI) | ||
) | ||
} | ||
|
||
func generateImages<T: Decodable>(prompt: String, | ||
parameters: ImageGenerationParameters) async throws | ||
-> ImageGenerationResponse<T> { | ||
let request = ImageGenerationRequest<T>( | ||
model: modelResourceName, | ||
options: requestOptions, | ||
instances: [ImageGenerationInstance(prompt: prompt)], | ||
parameters: parameters | ||
) | ||
|
||
return try await generativeAIService.loadRequest(request: request) | ||
} | ||
|
||
func imageGenerationParameters(storageURI: String?) -> ImageGenerationParameters { | ||
// TODO(#14221): Add support for configuring these parameters. | ||
return ImageGenerationParameters( | ||
sampleCount: 1, | ||
storageURI: storageURI, | ||
seed: nil, | ||
negativePrompt: nil, | ||
aspectRatio: nil, | ||
safetyFilterLevel: nil, | ||
personGeneration: nil, | ||
outputOptions: nil, | ||
addWatermark: nil, | ||
includeResponsibleAIFilterReason: true | ||
) | ||
} | ||
} |
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Oops, something went wrong.
Add this suggestion to a batch that can be applied as a single commit.
This suggestion is invalid because no changes were made to the code.
Suggestions cannot be applied while the pull request is closed.
Suggestions cannot be applied while viewing a subset of changes.
Only one suggestion per line can be applied in a batch.
Add this suggestion to a batch that can be applied as a single commit.
Applying suggestions on deleted lines is not supported.
You must change the existing code in this line in order to create a valid suggestion.
Outdated suggestions cannot be applied.
This suggestion has been applied or marked resolved.
Suggestions cannot be applied from pending reviews.
Suggestions cannot be applied on multi-line comments.
Suggestions cannot be applied while the pull request is queued to merge.
Suggestion cannot be applied right now. Please check back later.
Uh oh!
There was an error while loading. Please reload this page.