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