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