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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 { createOpenAI } from '@ai-sdk/openai'; | |
export default class OpenAIProvider extends BaseProvider { | |
name = 'OpenAI'; | |
getApiKeyLink = 'https://platform.openai.com/api-keys'; | |
config = { | |
apiTokenKey: 'OPENAI_API_KEY', | |
}; | |
staticModels: ModelInfo[] = [ | |
{ name: 'gpt-4o', label: 'GPT-4o', provider: 'OpenAI', maxTokenAllowed: 8000 }, | |
{ name: 'gpt-4o-mini', label: 'GPT-4o Mini', provider: 'OpenAI', maxTokenAllowed: 8000 }, | |
{ name: 'gpt-4-turbo', label: 'GPT-4 Turbo', provider: 'OpenAI', maxTokenAllowed: 8000 }, | |
{ name: 'gpt-4', label: 'GPT-4', provider: 'OpenAI', maxTokenAllowed: 8000 }, | |
{ name: 'gpt-3.5-turbo', label: 'GPT-3.5 Turbo', provider: 'OpenAI', maxTokenAllowed: 8000 }, | |
]; | |
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: 'OPENAI_API_KEY', | |
}); | |
if (!apiKey) { | |
throw `Missing Api Key configuration for ${this.name} provider`; | |
} | |
const response = await fetch(`https://api.openai.com/v1/models`, { | |
headers: { | |
Authorization: `Bearer ${apiKey}`, | |
}, | |
}); | |
const res = (await response.json()) as any; | |
const staticModelIds = this.staticModels.map((m) => m.name); | |
const data = res.data.filter( | |
(model: any) => | |
model.object === 'model' && | |
(model.id.startsWith('gpt-') || model.id.startsWith('o') || model.id.startsWith('chatgpt-')) && | |
!staticModelIds.includes(model.id), | |
); | |
return data.map((m: any) => ({ | |
name: m.id, | |
label: `${m.id}`, | |
provider: this.name, | |
maxTokenAllowed: m.context_window || 32000, | |
})); | |
} | |
getModelInstance(options: { | |
model: string; | |
serverEnv: Env; | |
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: 'OPENAI_API_KEY', | |
}); | |
if (!apiKey) { | |
throw new Error(`Missing API key for ${this.name} provider`); | |
} | |
const openai = createOpenAI({ | |
apiKey, | |
}); | |
return openai(model); | |
} | |
} | |