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import { BaseProvider } from '~/lib/modules/llm/base-provider'; |
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import type { ModelInfo } from '~/lib/modules/llm/types'; |
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import type { IProviderSetting } from '~/types/model'; |
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import type { LanguageModelV1 } from 'ai'; |
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import { createGoogleGenerativeAI } from '@ai-sdk/google'; |
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export default class GoogleProvider extends BaseProvider { |
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name = 'Google'; |
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getApiKeyLink = 'https://aistudio.google.com/app/apikey'; |
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config = { |
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apiTokenKey: 'GOOGLE_GENERATIVE_AI_API_KEY', |
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}; |
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staticModels: ModelInfo[] = [ |
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{ name: 'gemini-1.5-flash-latest', label: 'Gemini 1.5 Flash', provider: 'Google', maxTokenAllowed: 8192 }, |
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{ |
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name: 'gemini-2.0-flash-thinking-exp-01-21', |
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label: 'Gemini 2.0 Flash-thinking-exp-01-21', |
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provider: 'Google', |
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maxTokenAllowed: 65536, |
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}, |
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{ name: 'gemini-2.0-flash-exp', label: 'Gemini 2.0 Flash', provider: 'Google', maxTokenAllowed: 8192 }, |
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{ name: 'gemini-1.5-flash-002', label: 'Gemini 1.5 Flash-002', provider: 'Google', maxTokenAllowed: 8192 }, |
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{ name: 'gemini-1.5-flash-8b', label: 'Gemini 1.5 Flash-8b', provider: 'Google', maxTokenAllowed: 8192 }, |
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{ name: 'gemini-1.5-pro-latest', label: 'Gemini 1.5 Pro', provider: 'Google', maxTokenAllowed: 8192 }, |
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{ name: 'gemini-1.5-pro-002', label: 'Gemini 1.5 Pro-002', provider: 'Google', maxTokenAllowed: 8192 }, |
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{ name: 'gemini-exp-1206', label: 'Gemini exp-1206', provider: 'Google', maxTokenAllowed: 8192 }, |
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]; |
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async getDynamicModels( |
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apiKeys?: Record<string, string>, |
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settings?: IProviderSetting, |
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serverEnv?: Record<string, string>, |
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): Promise<ModelInfo[]> { |
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const { apiKey } = this.getProviderBaseUrlAndKey({ |
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apiKeys, |
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providerSettings: settings, |
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serverEnv: serverEnv as any, |
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defaultBaseUrlKey: '', |
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defaultApiTokenKey: 'GOOGLE_GENERATIVE_AI_API_KEY', |
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}); |
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if (!apiKey) { |
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throw `Missing Api Key configuration for ${this.name} provider`; |
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} |
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const response = await fetch(`https://generativelanguage.googleapis.com/v1beta/models?key=${apiKey}`, { |
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headers: { |
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['Content-Type']: 'application/json', |
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}, |
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}); |
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const res = (await response.json()) as any; |
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const data = res.models.filter((model: any) => model.outputTokenLimit > 8000); |
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return data.map((m: any) => ({ |
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name: m.name.replace('models/', ''), |
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label: `${m.displayName} - context ${Math.floor((m.inputTokenLimit + m.outputTokenLimit) / 1000) + 'k'}`, |
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provider: this.name, |
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maxTokenAllowed: m.inputTokenLimit + m.outputTokenLimit || 8000, |
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})); |
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} |
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getModelInstance(options: { |
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model: string; |
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serverEnv: any; |
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apiKeys?: Record<string, string>; |
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providerSettings?: Record<string, IProviderSetting>; |
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}): LanguageModelV1 { |
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const { model, serverEnv, apiKeys, providerSettings } = options; |
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const { apiKey } = this.getProviderBaseUrlAndKey({ |
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apiKeys, |
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providerSettings: providerSettings?.[this.name], |
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serverEnv: serverEnv as any, |
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defaultBaseUrlKey: '', |
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defaultApiTokenKey: 'GOOGLE_GENERATIVE_AI_API_KEY', |
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}); |
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if (!apiKey) { |
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throw new Error(`Missing API key for ${this.name} provider`); |
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} |
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const google = createGoogleGenerativeAI({ |
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apiKey, |
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}); |
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return google(model); |
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} |
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} |
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