├── .github └── workflows │ └── preternatural-build.yml ├── .gitignore ├── Images ├── ios-active.svg ├── ios.svg ├── ipados-active.svg ├── ipados.svg ├── macos-active.svg ├── macos.svg ├── tvos-active.svg ├── tvos.svg ├── watchos-active.svg └── watchos.svg ├── LICENSE ├── Package.resolved ├── Package.swift ├── README.md ├── Sources ├── AI │ └── module.swift ├── Anthropic │ ├── Intramodular │ │ ├── Anthropic+LLMRequestHandling.swift │ │ ├── Anthropic.API.RequestBodies.swift │ │ ├── Anthropic.API.swift │ │ ├── Anthropic.ChatMessage+LargeLanguageModels.swift │ │ ├── Anthropic.ChatMessage.Content.swift │ │ ├── Anthropic.ChatMessage.swift │ │ ├── Anthropic.Client+CoreMI.swift │ │ ├── Anthropic.Client.swift │ │ ├── Anthropic.Model-Latest.swift │ │ ├── Anthropic.Model.swift │ │ ├── Anthropic.Tool.swift │ │ └── Anthropic.swift │ └── module.swift ├── Cohere │ ├── Cohere.swift │ └── Intramodular │ │ ├── Cohere.APISpecification.swift │ │ ├── Cohere.Client+TextEmbeddingsRequestHandling.swift.swift │ │ ├── Cohere.Client.swift │ │ ├── Cohere.Embeddings.swift │ │ └── Cohere.Model.swift ├── CoreMI │ ├── Intramodular │ │ ├── ASR │ │ │ └── AutomaticSpeechRecognitionRequest.swift │ │ ├── Developer │ │ │ └── _PreternaturalDotFile.swift │ │ ├── Foundation │ │ │ ├── CoreMI.Context.swift │ │ │ └── CoreMI.RequestHandling.swift │ │ ├── Model Identifier │ │ │ ├── ModelIdentifier+Utilities.swift │ │ │ ├── ModelIdentifier.Provider.swift │ │ │ ├── ModelIdentifier.swift │ │ │ ├── ModelIdentifierConvertible.swift │ │ │ └── ModelIdentifierScope.swift │ │ ├── Service │ │ │ ├── CoreMI._ServiceAccountProtocol.swift │ │ │ ├── CoreMI._ServiceClientProtocol.swift │ │ │ ├── CoreMI._ServiceCredentialProtocol.swift │ │ │ ├── CoreMI._ServiceCredentialTypes.swift │ │ │ ├── CoreMI._ServiceFileDrive.swift │ │ │ └── CoreMI._ServiceVendorIdentifier.swift │ │ └── TTS │ │ │ ├── SpeechSynthesizers.VoiceName.swift │ │ │ ├── SpeechSynthesizers.swift │ │ │ ├── TTSRequest.swift │ │ │ └── TTSRequestHandling.swift │ └── module.swift ├── ElevenLabs │ ├── Intramodular │ │ ├── API │ │ │ ├── ElevenLabs.APISpecification.RequestBodies.swift │ │ │ ├── ElevenLabs.APISpecification.ResponseBodies.swift │ │ │ └── ElevenLabs.APISpecification.swift │ │ ├── ElevenLabs.Client.swift │ │ ├── ElevenLabs.Model.swift │ │ ├── ElevenLabs.Voice.swift │ │ ├── ElevenLabs.VoiceSettings.swift │ │ └── ElevenLabs.swift │ └── module.swift ├── Groq │ ├── Intramodular │ │ ├── Groq+LLMRequestHandling.swift │ │ ├── Groq.APISpecification.swift │ │ ├── Groq.Client.swift │ │ ├── Groq.Model.swift │ │ └── Groq.swift │ └── module.swift ├── HuggingFace │ ├── Intramodular │ │ ├── HuggingFace.Downloader.swift │ │ ├── HuggingFace.Hub.Client.swift │ │ ├── HuggingFace.Hub.swift │ │ └── HuggingFace.swift │ └── Resources │ │ ├── gpt2_tokenizer_config.json │ │ └── t5_tokenizer_config.json ├── HumeAI │ ├── Intramodular │ │ ├── API │ │ │ ├── HumeAI.APISpecification.RequestBodies.swift │ │ │ ├── HumeAI.APISpecification.swift │ │ │ └── HumeAI.APISpeicification.ResponseBodies.swift │ │ ├── HumeAI.Client-Batch.swift │ │ ├── HumeAI.Client-Chat.swift │ │ ├── HumeAI.Client-ChatGroups.swift │ │ ├── HumeAI.Client-Chats.swift │ │ ├── HumeAI.Client-Configs.swift │ │ ├── HumeAI.Client-CustomVoices.swift │ │ ├── HumeAI.Client-Datasets.swift │ │ ├── HumeAI.Client-Files.swift │ │ ├── HumeAI.Client-Jobs.swift │ │ ├── HumeAI.Client-Models.swift │ │ ├── HumeAI.Client-Prompts.swift │ │ ├── HumeAI.Client-Stream.swift │ │ ├── HumeAI.Client-Tools.swift │ │ ├── HumeAI.Client.swift │ │ ├── HumeAI.Model.swift │ │ ├── HumeAI.swift │ │ └── Models │ │ │ ├── HumeAI.Chat.swift │ │ │ ├── HumeAI.ChatEvent.swift │ │ │ ├── HumeAI.ChatGroup.swift │ │ │ ├── HumeAI.ChatMessage.swift │ │ │ ├── HumeAI.ChatResponse.swift │ │ │ ├── HumeAI.Config.swift │ │ │ ├── HumeAI.Dataset.swift │ │ │ ├── HumeAI.File.swift │ │ │ ├── HumeAI.FileInput.swift │ │ │ ├── HumeAI.Job.swift │ │ │ ├── HumeAI.JobPrediction.swift │ │ │ ├── HumeAI.Models.swift │ │ │ ├── HumeAI.Prompt.swift │ │ │ ├── HumeAI.Tool.swift │ │ │ └── HumeAI.Voice.swift │ └── module.swift ├── Jina │ ├── Intramodular │ │ ├── Jina.APISpecification.swift │ │ ├── Jina.Client+TextEmbeddingsRequestHandling.swift │ │ ├── Jina.Client.swift │ │ ├── Jina.Embeddings.swift │ │ ├── Jina.Model.swift │ │ └── Jina.swift │ └── module.swift ├── LargeLanguageModels │ ├── Intramodular │ │ ├── LLMs │ │ │ ├── AbstractLLM.ChatCompletionDecodable.swift │ │ │ ├── AbstractLLM.ChatCompletionDecodableResultType.swift │ │ │ ├── AbstractLLM.ChatCompletionStream.swift │ │ │ ├── AbstractLLM.ChatOrTextCompletion.swift │ │ │ ├── AbstractLLM.ChatOrTextPrompt.swift │ │ │ ├── AbstractLLM.CompletionParameters.swift │ │ │ ├── AbstractLLM.swift │ │ │ ├── Chat │ │ │ │ ├── AbstractLLM.ChatCompletion.StopReason.swift │ │ │ │ ├── AbstractLLM.ChatCompletion.swift │ │ │ │ ├── AbstractLLM.ChatCompletionParameters.swift │ │ │ │ ├── AbstractLLM.ChatMessage-Initializers.swift │ │ │ │ ├── AbstractLLM.ChatMessage.Partial.swift │ │ │ │ ├── AbstractLLM.ChatMessage.swift │ │ │ │ ├── AbstractLLM.ChatPrompt.swift │ │ │ │ ├── AbstractLLM.ChatRole.swift │ │ │ │ └── LLMRequestHandling+Chat.swift │ │ │ ├── Function Calling │ │ │ │ ├── Abstract.LLM.ChatFunctionCall.swift │ │ │ │ ├── AbstractLLM.ChatFunction.swift │ │ │ │ ├── AbstractLLM.ChatFunctionDefinition.swift │ │ │ │ ├── AbstractLLM.ChatFunctionExecuting.swift │ │ │ │ └── AbstractLLM.ResultOfFunctionCall.swift │ │ │ ├── LLMRequestHandling-Internal.swift │ │ │ ├── LLMRequestHandling.swift │ │ │ └── Text │ │ │ │ ├── AbstractLLM.TextCompletion.swift │ │ │ │ ├── AbstractLLM.TextCompletionParameters.swift │ │ │ │ └── AbstractLLM.TextPrompt.swift │ │ ├── Prompt Literal │ │ │ ├── AbstractLLM._AnyPromptCompletionConfigurationType.swift │ │ │ ├── PromptContextValues.swift │ │ │ ├── PromptLiteral+AbstractLLM.Prompt.swift │ │ │ ├── PromptLiteral-Ergonomics.swift │ │ │ ├── PromptLiteral-Initializers.swift │ │ │ ├── PromptLiteral.StringInterpolation.Component.Payload.swift │ │ │ ├── PromptLiteral.StringInterpolation.Component.swift │ │ │ ├── PromptLiteral.StringInterpolation.swift │ │ │ ├── PromptLiteral._Degenerate.swift │ │ │ ├── PromptLiteral.swift │ │ │ ├── PromptLiteralContext.swift │ │ │ ├── PromptLiteralConvertible.swift │ │ │ ├── PromptLiteralError.swift │ │ │ ├── PromptLiteralTokenizer.swift │ │ │ ├── PromptMatterRole.swift │ │ │ ├── _PromptLiteralEncodingContainer.swift │ │ │ └── _opaque_DynamicPromptVariable.swift │ │ └── Text Embeddings │ │ │ ├── ISO639LanguageCode.swift │ │ │ ├── LLMRequestHandlingError.swift │ │ │ ├── NLEmbeddingProvider.swift │ │ │ ├── NLLanguage.Name.swift │ │ │ ├── SingleTextEmbedding.swift │ │ │ ├── TextEmbeddings.swift │ │ │ ├── TextEmbeddingsRequestHandling.swift │ │ │ ├── _RawTextEmbedding.swift │ │ │ └── _StopwordsMap.swift │ ├── Resources │ │ └── stopwords-iso.json │ └── module.swift ├── Mistral │ ├── Intramodular │ │ ├── API │ │ │ ├── Mistral.APISpecification.RequestBodies.swift │ │ │ └── Mistral.APISpecification.ResponseBodies.swift │ │ ├── Mistral.Client+LLMRequestHandling.swift │ │ ├── Mistral.Client+TextEmbeddingsRequestHandling.swift │ │ ├── Mistral.Client.swift │ │ ├── Mistral.Model.swift │ │ ├── Mistral.swift │ │ └── Models │ │ │ ├── Mistral.ChatMessage.swift │ │ │ └── Mistral.Embedding.swift │ └── module.swift ├── NeetsAI │ ├── Intramodular │ │ ├── API │ │ │ ├── NeetsAI.APISpecification.RequestBodies.swift │ │ │ ├── NeetsAI.APISpecification.ResponseBodies.swift │ │ │ └── NeetsAI.APISpecification.swift │ │ ├── Models │ │ │ ├── NeetsAI.ChatMessage.swift │ │ │ └── NeetsAI.Voice.swift │ │ ├── NeetsAI.Client.swift │ │ ├── NeetsAI.Model.swift │ │ └── NeetsAI.swift │ └── module.swift ├── Ollama │ ├── Intramodular │ │ ├── Ollama+LLMRequestHandling.swift │ │ ├── Ollama.APISpecification+Requests.swift │ │ ├── Ollama.APISpecification+Responses.swift │ │ ├── Ollama.APISpecification.swift │ │ ├── Ollama.ChatMessage.swift │ │ ├── Ollama.Model.swift │ │ └── Ollama.swift │ └── module.swift ├── OpenAI │ ├── Intramodular (WIP) │ │ └── OpenAI.ChatFunctionHandler.swift │ ├── Intramodular │ │ ├── API Client │ │ │ ├── OpenAI.Client+CoreMI.swift │ │ │ ├── OpenAI.Client+LLMRequestHandling.swift │ │ │ ├── OpenAI.Client+TextEmbeddingsRequestHandling.swift │ │ │ ├── OpenAI.Client-Embeddings.swift │ │ │ ├── OpenAI.Client-Files.swift │ │ │ ├── OpenAI.Client-FineTuning.swift │ │ │ ├── OpenAI.Client-Image.swift │ │ │ ├── OpenAI.Client-Speech.swift │ │ │ ├── OpenAI.Client-VectorStore.swift │ │ │ ├── OpenAI.Client-Whisper.swift │ │ │ ├── OpenAI.Client.ChatCompletionParameters.swift │ │ │ └── OpenAI.Client.swift │ │ ├── API Specification │ │ │ ├── OpenAI.APISpecification.RequestBodies.swift │ │ │ ├── OpenAI.APISpecification.ResponseBodies.swift │ │ │ └── OpenAI.APISpecification.swift │ │ ├── Assistants │ │ │ └── OpenAI.AssistantSession.swift │ │ ├── Miscellaneous │ │ │ └── Tiktoken │ │ │ │ ├── BPEVocabulary.swift │ │ │ │ ├── CoreBPE.swift │ │ │ │ ├── OpenAI.Model+BPEVocabulary.swift │ │ │ │ ├── Tiktoken.Encoding.swift │ │ │ │ ├── Tiktoken.swift │ │ │ │ ├── TokenizerResources.swift │ │ │ │ └── _VocabularyFileDecoder.swift │ │ ├── Models │ │ │ ├── OpenAI.Assistant.swift │ │ │ ├── OpenAI.AssistantFile.swift │ │ │ ├── OpenAI.AudioTranscription.swift │ │ │ ├── OpenAI.ChatCompletion.swift │ │ │ ├── OpenAI.ChatFunctionDefinition.swift │ │ │ ├── OpenAI.ChatMessage.swift │ │ │ ├── OpenAI.ChatMessageBody.swift │ │ │ ├── OpenAI.ChatRole.swift │ │ │ ├── OpenAI.Embedding.swift │ │ │ ├── OpenAI.File.swift │ │ │ ├── OpenAI.FineTuning.swift │ │ │ ├── OpenAI.Image.swift │ │ │ ├── OpenAI.List.swift │ │ │ ├── OpenAI.Message.Content.swift │ │ │ ├── OpenAI.Message.swift │ │ │ ├── OpenAI.Model-Latest.swift │ │ │ ├── OpenAI.Model.swift │ │ │ ├── OpenAI.Object.swift │ │ │ ├── OpenAI.ResponseFormat.swift │ │ │ ├── OpenAI.Run.swift │ │ │ ├── OpenAI.Speech.swift │ │ │ ├── OpenAI.TextCompletion.swift │ │ │ ├── OpenAI.Thread.swift │ │ │ ├── OpenAI.ToolChoice.swift │ │ │ ├── OpenAI.VectorStore.swift │ │ │ └── OpenAI.Voice.swift │ │ ├── OpenAI.ChatCompletionSession.swift │ │ ├── OpenAI.ChatMessage+LargeLanguageModels.swift │ │ ├── OpenAI.ModelRating.swift │ │ └── OpenAI.swift │ └── module.swift ├── Perplexity │ ├── Intramodular │ │ ├── Perplexity+LLMRequestHandling.swift │ │ ├── Perplexity.APISpecification │ │ │ ├── Perplexity.APISpecification.RequestBodies.swift │ │ │ ├── Perplexity.APISpecification.ResponseBodies.swift │ │ │ └── Perplexity.APISpecification.swift │ │ ├── Perplexity.ChatMessage.swift │ │ ├── Perplexity.Client.swift │ │ ├── Perplexity.Model.swift │ │ └── Perplexity.swift │ └── module.swift ├── PlayHT │ ├── Intramodular │ │ ├── API │ │ │ ├── PlayHT.APISpecification.RequestBodies.swift │ │ │ ├── PlayHT.APISpecification.swift │ │ │ └── PlayHT.APISpeicification.ResponseBodies.swift │ │ ├── Models │ │ │ ├── PlayHT.OutputSettings.swift │ │ │ ├── PlayHT.Voice.swift │ │ │ └── PlayHT.VoiceSettings.swift │ │ ├── PlayHT.Client.swift │ │ ├── PlayHT.Model.swift │ │ └── PlayHT.swift │ └── module.swift ├── Rime │ ├── Intramodular │ │ ├── API │ │ │ ├── Rime.APISpecification.RequestBodies.swift │ │ │ ├── Rime.APISpecification.ResponseBodies.swift │ │ │ └── Rime.APISpecification.swift │ │ ├── Models │ │ │ └── Rime.Voice.swift │ │ ├── Rime.Client.OutputAudioType.swift │ │ ├── Rime.Client.swift │ │ ├── Rime.Model.swift │ │ └── Rime.swift │ └── module.swift ├── TogetherAI │ ├── Intramodular │ │ ├── TogetherAI.APISpecification.swift │ │ ├── TogetherAI.Client.swift │ │ ├── TogetherAI.Embeddings.swift │ │ ├── TogetherAI.Model.swift │ │ └── TogetherAI.swift │ └── module.swift ├── VoyageAI │ ├── Intramodular │ │ ├── VoyageAI.APISpecification.swift │ │ ├── VoyageAI.Client+TextEmbeddingsRequestHandling.swift │ │ ├── VoyageAI.Client.swift │ │ ├── VoyageAI.Embeddings.swift │ │ ├── VoyageAI.Model.swift │ │ └── VoyageAI.swift │ └── module.swift └── _Gemini │ ├── Intramodular │ ├── API │ │ ├── _Gemini.APISpecification.RequestBodies.swift │ │ ├── _Gemini.APISpecification.ResponseBodies.swift │ │ └── _Gemini.APISpecification.swift │ ├── Models │ │ ├── Fine Tuning │ │ │ ├── _Gemini.FineTuningExample.swift │ │ │ ├── _Gemini.FineTuningExamples.swift │ │ │ ├── _Gemini.Hyperparameters.swift │ │ │ ├── _Gemini.TrainingData.swift │ │ │ ├── _Gemini.TunedModel.swift │ │ │ ├── _Gemini.TuningConfig.swift │ │ │ ├── _Gemini.TuningOperation.swift │ │ │ └── _Gemini.TuningTask.swift │ │ ├── _Gemini.Content.swift │ │ ├── _Gemini.File.swift │ │ ├── _Gemini.FunctionCall.swift │ │ ├── _Gemini.GenerationConfig.swift │ │ ├── _Gemini.GoogleSearchRetrieval.swift │ │ ├── _Gemini.Message.swift │ │ └── _Gemini.Tool.swift │ ├── _Gemini.Client+CodeExecution.swift │ ├── _Gemini.Client+ContentGeneration.swift │ ├── _Gemini.Client+CoreMI._ServiceClientProvisionedFileSpace.swift │ ├── _Gemini.Client+Embeddings.swift │ ├── _Gemini.Client+Files.swift │ ├── _Gemini.Client+FineTuning.swift │ ├── _Gemini.Client+FunctionCalling.swift │ ├── _Gemini.Client+Grounding.swift │ ├── _Gemini.Client.swift │ ├── _Gemini.Model.swift │ └── _Gemini.swift │ └── module.swift └── Tests ├── Anthropic ├── Intramodular │ └── AnthropicTests.swift └── module.swift ├── Cohere ├── Intramodular │ └── EmbeddingsTests.swift └── module.swift ├── ElevenLabs ├── Instramodular │ └── SpeechTests.swift └── module.swift ├── Groq ├── Intramodular │ └── CompletionTests.swift └── module.swift ├── HuggingFace ├── HuggingFaceHubClientTests.swift └── HuggingFaceHubTests.swift ├── HumeAI ├── Intramodular │ ├── Batch.swift │ ├── Chat.swift │ ├── ChatGroup.swift │ ├── Config.swift │ ├── Dataset.swift │ ├── File.swift │ ├── Job.swift │ ├── Model.swift │ ├── Prompts.swift │ ├── Stream.swift │ ├── Tools.swift │ └── Voices.swift └── module.swift ├── Jina ├── Intramodular │ └── EmbeddingsTests.swift └── module.swift ├── LargeLanguageModels ├── Intramodular │ └── PromptLiteralTests.swift └── main.swift ├── Mistral ├── Intramodular │ └── EmbeddingsTests.swift └── module.swift ├── NeetsAI ├── Intramodular │ └── Tests.swift └── module.swift ├── OpenAI ├── Intramodular │ ├── CompletionTests.swift │ ├── DALL_E_Tests.swift │ ├── FileTests.swift │ ├── FineTuningTests.swift │ ├── FunctionCallingTests.swift │ ├── StructuredOutputsTests.swift │ ├── TranscriptionTests.swift │ └── VectorStoreTests.swift └── module.swift ├── Perplexity ├── Intramodular │ └── CompletionTests.swift └── module.swift ├── PlayHT ├── Intramodular │ └── SpeechTests.swift └── module.swift ├── TogetherAI ├── Intramodular │ └── EmbeddingsTests.swift └── module.swift ├── VoyageAI ├── Intramodular │ └── EmbeddingsTests.swift └── module.swift └── _Gemini ├── Intramodular ├── _GeminiTests+CodeExecution.swift ├── _GeminiTests+Embeddings.swift ├── _GeminiTests+Files.swift ├── _GeminiTests+FineTuning.swift ├── _GeminiTests+FunctionCalling.swift ├── _GeminiTests+Grounding.swift ├── _GeminiTests+StructuredOutput.swift └── _GeminiTests.swift └── 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