{"version":3,"file":"aiSdk.mjs","names":["generateTextFn"],"sources":["../../src/aiSdk.ts"],"sourcesContent":["import type { AlibabaProvider, createAlibaba } from '@ai-sdk/alibaba';\nimport type {\n AmazonBedrockProvider,\n createAmazonBedrock,\n} from '@ai-sdk/amazon-bedrock';\nimport type { AnthropicProvider, createAnthropic } from '@ai-sdk/anthropic';\nimport type { createDeepSeek, DeepSeekProvider } from '@ai-sdk/deepseek';\nimport type { createFireworks, FireworksProvider } from '@ai-sdk/fireworks';\nimport type {\n createGoogleGenerativeAI,\n GoogleGenerativeAIProvider,\n} from '@ai-sdk/google';\nimport type {\n createVertex,\n GoogleVertexProvider as VertexProvider,\n} from '@ai-sdk/google-vertex';\nimport type { createGroq, GroqProvider } from '@ai-sdk/groq';\nimport type {\n createHuggingFace,\n HuggingFaceProvider,\n} from '@ai-sdk/huggingface';\nimport type { createMistral, MistralProvider } from '@ai-sdk/mistral';\nimport type { createOpenAI, OpenAIProvider } from '@ai-sdk/openai';\nimport type {\n createOpenAICompatible,\n OpenAICompatibleProvider,\n} from '@ai-sdk/openai-compatible';\nimport type { createTogetherAI, TogetherAIProvider } from '@ai-sdk/togetherai';\nimport * as ANSIColors from '@intlayer/config/colors';\nimport { colorize, logger, x } from '@intlayer/config/logger';\nimport { AiProviders } from '@intlayer/types/config';\nimport type {\n createOpenRouter,\n OpenRouterProvider,\n} from '@openrouter/ai-sdk-provider';\nimport type {\n AssistantModelMessage,\n generateText,\n SystemModelMessage,\n ToolModelMessage,\n UserModelMessage,\n} from 'ai';\nimport { generateText as generateTextFn } from 'ai';\n\nconst DEFAULT_PROVIDER = AiProviders.ANTHROPIC;\nconst DEFAULT_MODEL = 'claude-haiku-4-5';\nconst DEFAULT_API_KEY = process.env.ANTHROPIC_API_KEY;\n\nexport { AiProviders as AIProvider };\n\ntype AnthropicModel = Parameters[0];\ntype DeepSeekModel = Parameters[0];\ntype MistralModel = Parameters[0];\ntype OpenAIModel = Parameters[0];\ntype OpenRouterModel = Parameters[0];\ntype GoogleModel = Parameters[0];\ntype VertexModel = Parameters[0];\ntype AlibabaModel = Parameters[0];\ntype AmazonBedrockModel = Parameters[0];\ntype FireworksModel = Parameters[0];\ntype GroqModel = Parameters[0];\ntype HuggingFaceModel = Parameters[0];\ntype TogetherAIModel = Parameters[0];\ntype LMStudioModel = Parameters[0];\n\nexport type OpenAIProviderOptions = Parameters[0];\nexport type AnthropicProviderOptions = Parameters[0];\nexport type MistralProviderOptions = Parameters[0];\nexport type DeepSeekProviderOptions = Parameters[0];\nexport type GoogleProviderOptions = Parameters<\n typeof createGoogleGenerativeAI\n>[0];\nexport type VertexProviderOptions = Parameters[0];\nexport type OpenRouterProviderOptions = Parameters[0];\nexport type AlibabaProviderOptions = Parameters[0];\nexport type FireworksProviderOptions = Parameters[0];\nexport type GroqProviderOptions = Parameters[0];\nexport type HuggingFaceProviderOptions = Parameters<\n typeof createHuggingFace\n>[0];\nexport type AmazonBedrockProviderOptions = Parameters<\n typeof createAmazonBedrock\n>[0];\nexport type TogetherAIProviderOptions = Parameters[0];\nexport type LMStudioProviderOptions = Parameters<\n typeof createOpenAICompatible\n>[0];\n\nexport type SystemMessage =\n | string\n | SystemModelMessage\n | SystemModelMessage[]\n | undefined;\n\nexport type Messages = (\n | UserModelMessage\n | AssistantModelMessage\n | ToolModelMessage\n)[];\n\n/**\n * Supported AI models\n */\nexport type Model =\n | AnthropicModel\n | DeepSeekModel\n | MistralModel\n | OpenAIModel\n | OpenRouterModel\n | GoogleModel\n | VertexModel\n | AlibabaModel\n | AmazonBedrockModel\n | FireworksModel\n | GroqModel\n | HuggingFaceModel\n | TogetherAIModel\n | LMStudioModel\n | (string & {});\n\n/**\n * Supported AI SDK providers\n */\n\nexport type ReasoningEffort = 'minimal' | 'low' | 'medium' | 'high' | 'none';\n\n/**\n * Common options for all AI providers\n */\ntype CommonAIOptions = {\n model?: Model;\n temperature?: number;\n baseURL?: string;\n apiKey?: string;\n applicationContext?: string;\n dataSerialization?: 'json' | 'toon';\n};\n\nexport type AIOptions = (\n | ({\n provider: AiProviders.OPENAI | `${AiProviders.OPENAI}`;\n } & OpenAIProviderOptions)\n | ({\n provider: AiProviders.ANTHROPIC | `${AiProviders.ANTHROPIC}`;\n } & AnthropicProviderOptions)\n | ({\n provider: AiProviders.MISTRAL | `${AiProviders.MISTRAL}`;\n } & MistralProviderOptions)\n | ({\n provider: AiProviders.DEEPSEEK | `${AiProviders.DEEPSEEK}`;\n } & DeepSeekProviderOptions)\n | ({\n provider: AiProviders.GEMINI | `${AiProviders.GEMINI}`;\n } & GoogleProviderOptions)\n | ({\n provider:\n | AiProviders.GOOGLEGENERATIVEAI\n | `${AiProviders.GOOGLEGENERATIVEAI}`;\n } & GoogleProviderOptions)\n | ({\n provider: AiProviders.OLLAMA | `${AiProviders.OLLAMA}`;\n } & OpenAIProviderOptions)\n | ({\n provider: AiProviders.OPENROUTER | `${AiProviders.OPENROUTER}`;\n } & OpenRouterProviderOptions)\n | ({\n provider: AiProviders.ALIBABA | `${AiProviders.ALIBABA}`;\n } & AlibabaProviderOptions)\n | ({\n provider: AiProviders.FIREWORKS | `${AiProviders.FIREWORKS}`;\n } & FireworksProviderOptions)\n | ({\n provider: AiProviders.GROQ | `${AiProviders.GROQ}`;\n } & GroqProviderOptions)\n | ({\n provider: AiProviders.HUGGINGFACE | `${AiProviders.HUGGINGFACE}`;\n } & HuggingFaceProviderOptions)\n | ({\n provider: AiProviders.BEDROCK | `${AiProviders.BEDROCK}`;\n } & AmazonBedrockProviderOptions)\n | ({\n provider: AiProviders.GOOGLEVERTEX | `${AiProviders.GOOGLEVERTEX}`;\n } & VertexProviderOptions)\n | ({\n provider: AiProviders.TOGETHERAI | `${AiProviders.TOGETHERAI}`;\n } & TogetherAIProviderOptions)\n | ({\n provider: AiProviders.LMSTUDIO | `${AiProviders.LMSTUDIO}`;\n } & LMStudioProviderOptions)\n | ({ provider?: undefined } & OpenAIProviderOptions)\n) &\n CommonAIOptions;\n\n// Define the structure of messages used in chat completions\nexport type ChatCompletionRequestMessage = {\n role: 'system' | 'user' | 'assistant'; // The role of the message sender\n content: string; // The text content of the message\n timestamp?: Date; // The timestamp of the message\n};\n\ntype AccessType = 'apiKey' | 'registered_user' | 'premium_user' | 'public';\n\nconst isMaskedKey = (key?: string): boolean => !!key?.includes('*');\n\nconst getAPIKey = (\n accessType: AccessType[],\n aiOptions?: AIOptions,\n isAuthenticated: boolean = false\n) => {\n const apiKey =\n aiOptions?.apiKey && !isMaskedKey(aiOptions.apiKey)\n ? aiOptions.apiKey\n : undefined;\n\n if (accessType.includes('public')) {\n return apiKey ?? DEFAULT_API_KEY;\n }\n\n if (accessType.includes('apiKey') && apiKey) {\n return apiKey;\n }\n\n if (accessType.includes('registered_user') && isAuthenticated) {\n return apiKey ?? DEFAULT_API_KEY;\n }\n\n // TODO: Implement premium user access\n if (accessType.includes('premium_user') && isAuthenticated) {\n return apiKey ?? DEFAULT_API_KEY;\n }\n\n return undefined;\n};\n\nconst getModelName = (\n provider: AiProviders,\n isUserProvidedKey: boolean,\n userModel?: Model\n): Model => {\n // If the user provides their own API key, allow custom model selection\n if (\n isUserProvidedKey ||\n provider === AiProviders.OLLAMA ||\n provider === AiProviders.LMSTUDIO\n ) {\n if (userModel) {\n return userModel;\n }\n\n // No custom model specified — fall back to the default\n return DEFAULT_MODEL;\n }\n\n // Using backend's default API key — always use the default model,\n // ignore any custom model the user may have passed\n return DEFAULT_MODEL;\n};\n\nconst getLanguageModel = async (\n aiOptions: AIOptions,\n apiKey: string | undefined\n) => {\n const loadModule = async (packageName: string): Promise => {\n try {\n return (await import(packageName)) as T;\n } catch {\n logger(\n `${x} The package \"${colorize(packageName, ANSIColors.GREEN)}\" is required to use this AI provider. Please install it using: ${colorize(`npm install ${packageName}`, ANSIColors.GREY_DARK)}`,\n {\n level: 'error',\n }\n );\n process.exit();\n }\n };\n\n const provider = aiOptions.provider ?? AiProviders.OPENAI;\n const selectedModel = getModelName(\n provider as AiProviders,\n !!aiOptions.apiKey, // true only when the user explicitly provided their own key\n aiOptions.model\n );\n\n const baseURL = aiOptions.baseURL;\n\n switch (provider) {\n case AiProviders.OPENAI: {\n const {\n provider,\n model,\n temperature,\n applicationContext,\n dataSerialization,\n apiKey: _apiKey,\n baseURL: _baseURL,\n ...otherOptions\n } = aiOptions as any;\n\n const { createOpenAI } =\n await loadModule('@ai-sdk/openai');\n\n return createOpenAI({\n apiKey,\n baseURL,\n ...otherOptions,\n })(selectedModel);\n }\n\n case AiProviders.ANTHROPIC: {\n const {\n provider,\n model,\n temperature,\n applicationContext,\n dataSerialization,\n apiKey: _apiKey,\n baseURL: _baseURL,\n ...otherOptions\n } = aiOptions as any;\n\n const { createAnthropic } =\n await loadModule(\n '@ai-sdk/anthropic'\n );\n\n return createAnthropic({\n apiKey,\n baseURL,\n ...otherOptions,\n })(selectedModel);\n }\n\n case AiProviders.MISTRAL: {\n const {\n provider,\n model,\n temperature,\n applicationContext,\n dataSerialization,\n apiKey: _apiKey,\n baseURL: _baseURL,\n ...otherOptions\n } = aiOptions as any;\n\n const { createMistral } =\n await loadModule('@ai-sdk/mistral');\n\n return createMistral({\n apiKey,\n baseURL,\n ...otherOptions,\n })(selectedModel);\n }\n\n case AiProviders.DEEPSEEK: {\n const {\n provider,\n model,\n temperature,\n applicationContext,\n dataSerialization,\n apiKey: _apiKey,\n baseURL: _baseURL,\n ...otherOptions\n } = aiOptions as any;\n\n const { createDeepSeek } =\n await loadModule('@ai-sdk/deepseek');\n\n return createDeepSeek({\n apiKey,\n baseURL,\n ...otherOptions,\n })(selectedModel);\n }\n\n case AiProviders.GEMINI: {\n const {\n provider,\n model,\n temperature,\n applicationContext,\n dataSerialization,\n apiKey: _apiKey,\n baseURL: _baseURL,\n ...otherOptions\n } = aiOptions as any;\n\n const { createGoogleGenerativeAI } =\n await loadModule('@ai-sdk/google');\n\n return createGoogleGenerativeAI({\n apiKey,\n baseURL,\n ...otherOptions,\n })(selectedModel);\n }\n\n case AiProviders.GOOGLEVERTEX: {\n const {\n provider,\n model,\n temperature,\n applicationContext,\n dataSerialization,\n apiKey: _apiKey,\n baseURL: _baseURL,\n ...otherOptions\n } = aiOptions as any;\n\n const { createVertex } = await loadModule<\n typeof import('@ai-sdk/google-vertex')\n >('@ai-sdk/google-vertex');\n\n return createVertex({\n apiKey,\n baseURL,\n ...otherOptions,\n })(selectedModel as string);\n }\n\n case AiProviders.GOOGLEGENERATIVEAI: {\n const {\n provider,\n model,\n temperature,\n applicationContext,\n dataSerialization,\n apiKey: _apiKey,\n baseURL: _baseURL,\n ...otherOptions\n } = aiOptions as any;\n\n const { createGoogleGenerativeAI } =\n await loadModule('@ai-sdk/google');\n\n return createGoogleGenerativeAI({\n apiKey,\n baseURL,\n ...otherOptions,\n })(selectedModel as string);\n }\n\n case AiProviders.OLLAMA: {\n const {\n provider,\n model,\n temperature,\n applicationContext,\n dataSerialization,\n apiKey: _apiKey,\n baseURL: _baseURL,\n ...otherOptions\n } = aiOptions as any;\n\n const { createOpenAI } =\n await loadModule('@ai-sdk/openai');\n\n // Ollama compatible mode:\n const ollama = createOpenAI({\n baseURL: baseURL ?? 'http://localhost:11434/v1',\n apiKey: apiKey ?? 'ollama', // Required but unused by Ollama\n ...otherOptions,\n });\n\n return ollama.chat(selectedModel);\n }\n\n case AiProviders.OPENROUTER: {\n const {\n provider,\n model,\n temperature,\n applicationContext,\n dataSerialization,\n apiKey: _apiKey,\n baseURL: _baseURL,\n ...otherOptions\n } = aiOptions as any;\n\n const { createOpenRouter } = await loadModule<\n typeof import('@openrouter/ai-sdk-provider')\n >('@openrouter/ai-sdk-provider');\n\n const openrouter = createOpenRouter({\n apiKey,\n baseURL,\n ...otherOptions,\n });\n\n return openrouter(selectedModel as string);\n }\n\n case AiProviders.ALIBABA: {\n const {\n provider,\n model,\n temperature,\n applicationContext,\n dataSerialization,\n apiKey: _apiKey,\n baseURL: _baseURL,\n ...otherOptions\n } = aiOptions as any;\n\n const { createAlibaba } =\n await loadModule('@ai-sdk/alibaba');\n\n const alibaba = createAlibaba({\n apiKey,\n baseURL,\n ...otherOptions,\n });\n\n return alibaba(selectedModel as string);\n }\n\n case AiProviders.FIREWORKS: {\n const {\n provider,\n model,\n temperature,\n applicationContext,\n dataSerialization,\n apiKey: _apiKey,\n baseURL: _baseURL,\n ...otherOptions\n } = aiOptions as any;\n\n const { createFireworks } =\n await loadModule(\n '@ai-sdk/fireworks'\n );\n\n const fireworks = createFireworks({\n apiKey,\n baseURL,\n ...otherOptions,\n });\n\n return fireworks(selectedModel as string);\n }\n\n case AiProviders.GROQ: {\n const {\n provider,\n model,\n temperature,\n applicationContext,\n dataSerialization,\n apiKey: _apiKey,\n baseURL: _baseURL,\n ...otherOptions\n } = aiOptions as any;\n\n const { createGroq } =\n await loadModule('@ai-sdk/groq');\n\n const groq = createGroq({\n apiKey,\n baseURL,\n ...otherOptions,\n });\n\n return groq(selectedModel as string);\n }\n\n case AiProviders.HUGGINGFACE: {\n const {\n provider,\n model,\n temperature,\n applicationContext,\n dataSerialization,\n apiKey: _apiKey,\n baseURL: _baseURL,\n ...otherOptions\n } = aiOptions as any;\n\n const { createHuggingFace } = await loadModule<\n typeof import('@ai-sdk/huggingface')\n >('@ai-sdk/huggingface');\n\n const huggingface = createHuggingFace({\n apiKey,\n baseURL,\n ...otherOptions,\n });\n\n return huggingface(selectedModel as string);\n }\n\n case AiProviders.BEDROCK: {\n const {\n provider,\n model,\n temperature,\n applicationContext,\n dataSerialization,\n apiKey: _apiKey,\n baseURL: _baseURL,\n ...otherOptions\n } = aiOptions as any;\n\n const { createAmazonBedrock } = await loadModule<\n typeof import('@ai-sdk/amazon-bedrock')\n >('@ai-sdk/amazon-bedrock');\n\n const bedrock = createAmazonBedrock({\n accessKeyId: apiKey,\n baseURL,\n ...otherOptions,\n });\n\n return bedrock(selectedModel as string);\n }\n\n case AiProviders.TOGETHERAI: {\n const {\n provider,\n model,\n temperature,\n applicationContext,\n dataSerialization,\n apiKey: _apiKey,\n baseURL: _baseURL,\n ...otherOptions\n } = aiOptions as any;\n\n const { createTogetherAI } =\n await loadModule(\n '@ai-sdk/togetherai'\n );\n\n const togetherai = createTogetherAI({\n apiKey,\n baseURL,\n ...otherOptions,\n });\n\n return togetherai(selectedModel as string);\n }\n\n case AiProviders.LMSTUDIO: {\n const {\n provider,\n model,\n temperature,\n applicationContext,\n dataSerialization,\n apiKey: _apiKey,\n baseURL: _baseURL,\n ...otherOptions\n } = aiOptions as any;\n\n const { createOpenAICompatible } = await loadModule<\n typeof import('@ai-sdk/openai-compatible')\n >('@ai-sdk/openai-compatible');\n\n const lmstudio = createOpenAICompatible({\n name: 'lmstudio',\n baseURL: baseURL ?? 'http://localhost:1234/v1',\n ...otherOptions,\n });\n\n return lmstudio(selectedModel as string);\n }\n\n default: {\n throw new Error(`Provider ${provider} not supported`);\n }\n }\n};\n\nexport type AIConfig = Omit[0], 'prompt'> & {\n reasoningEffort?: ReasoningEffort;\n textVerbosity?: 'low' | 'medium' | 'high';\n dataSerialization?: 'json' | 'toon';\n};\n\nexport type AIConfigOptions = {\n userOptions?: AIOptions;\n projectOptions?: AIOptions;\n defaultOptions?: AIOptions;\n accessType?: AccessType[];\n};\n\n/**\n * Sends a minimal request to verify that the configured AI provider credentials\n * are valid and reachable before starting any bulk operation.\n *\n * @returns true if access is confirmed, false otherwise\n */\nexport const checkAISDKAccess = async (\n aiConfig: AIConfig\n): Promise<{ hasAIAccess: boolean; error?: string }> => {\n try {\n await generateTextFn({\n ...aiConfig,\n messages: [\n {\n role: 'user',\n content: 'ping',\n },\n ],\n maxOutputTokens: 20,\n });\n return { hasAIAccess: true };\n } catch (error) {\n return { hasAIAccess: false, error: (error as Error).message };\n }\n};\n\n/**\n * Get AI model configuration based on the selected provider and options\n * This function handles the configuration for different AI providers\n *\n * @param options Configuration options including provider, API keys, models and temperature\n * @returns Configured AI model ready to use with generateText\n */\nexport const getAIConfig = async (\n options: AIConfigOptions,\n isAuthenticated: boolean = false\n): Promise => {\n const {\n userOptions,\n projectOptions,\n defaultOptions,\n accessType = ['registered_user'],\n } = options;\n\n const mergeWithoutUndefined = (...sources: (AIOptions | undefined)[]) => {\n const result: Record = { provider: DEFAULT_PROVIDER };\n for (const source of sources) {\n if (!source) continue;\n for (const [key, value] of Object.entries(source)) {\n if (value === undefined) continue;\n if (key === 'apiKey' && isMaskedKey(value as string)) continue;\n result[key] = value;\n }\n }\n return result;\n };\n\n const aiOptions = mergeWithoutUndefined(\n defaultOptions,\n projectOptions,\n userOptions\n ) as AIOptions;\n\n const apiKey = getAPIKey(accessType, aiOptions, isAuthenticated);\n\n // Check if API key is provided\n if (\n !apiKey &&\n aiOptions.provider !== AiProviders.OLLAMA &&\n aiOptions.provider !== AiProviders.LMSTUDIO\n ) {\n throw new Error(`API key for ${aiOptions.provider} is missing`);\n }\n\n const languageModel = await getLanguageModel(aiOptions, apiKey);\n\n return {\n model: languageModel,\n temperature: aiOptions.temperature,\n dataSerialization: aiOptions.dataSerialization,\n 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