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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); | |
} | |
} | |