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import type { IProviderSetting } from '~/types/model'; |
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import { BaseProvider } from './base-provider'; |
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import type { ModelInfo, ProviderInfo } from './types'; |
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import * as providers from './registry'; |
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export class LLMManager { |
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private static _instance: LLMManager; |
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private _providers: Map<string, BaseProvider> = new Map(); |
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private _modelList: ModelInfo[] = []; |
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private readonly _env: any = {}; |
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private constructor(_env: Record<string, string>) { |
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this._registerProvidersFromDirectory(); |
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this._env = _env; |
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} |
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static getInstance(env: Record<string, string> = {}): LLMManager { |
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if (!LLMManager._instance) { |
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LLMManager._instance = new LLMManager(env); |
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} |
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return LLMManager._instance; |
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} |
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get env() { |
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return this._env; |
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} |
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private async _registerProvidersFromDirectory() { |
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try { |
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for (const exportedItem of Object.values(providers)) { |
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if (typeof exportedItem === 'function' && exportedItem.prototype instanceof BaseProvider) { |
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const provider = new exportedItem(); |
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try { |
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this.registerProvider(provider); |
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} catch (error: any) { |
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console.log('Failed To Register Provider: ', provider.name, 'error:', error.message); |
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} |
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} |
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} |
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} catch (error) { |
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console.error('Error registering providers:', error); |
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} |
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} |
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registerProvider(provider: BaseProvider) { |
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if (this._providers.has(provider.name)) { |
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console.warn(`Provider ${provider.name} is already registered. Skipping.`); |
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return; |
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} |
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console.log('Registering Provider: ', provider.name); |
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this._providers.set(provider.name, provider); |
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this._modelList = [...this._modelList, ...provider.staticModels]; |
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} |
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getProvider(name: string): BaseProvider | undefined { |
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return this._providers.get(name); |
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} |
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getAllProviders(): BaseProvider[] { |
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return Array.from(this._providers.values()); |
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} |
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getModelList(): ModelInfo[] { |
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return this._modelList; |
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} |
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async updateModelList(options: { |
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apiKeys?: Record<string, string>; |
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providerSettings?: Record<string, IProviderSetting>; |
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serverEnv?: Record<string, string>; |
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}): Promise<ModelInfo[]> { |
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const { apiKeys, providerSettings, serverEnv } = options; |
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const dynamicModels = await Promise.all( |
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Array.from(this._providers.values()) |
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.filter( |
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(provider): provider is BaseProvider & Required<Pick<ProviderInfo, 'getDynamicModels'>> => |
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!!provider.getDynamicModels, |
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) |
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.map((provider) => |
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provider.getDynamicModels(apiKeys, providerSettings?.[provider.name], serverEnv).catch((err) => { |
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console.error(`Error getting dynamic models ${provider.name} :`, err); |
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return []; |
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}), |
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), |
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); |
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const modelList = [ |
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...dynamicModels.flat(), |
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...Array.from(this._providers.values()).flatMap((p) => p.staticModels || []), |
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]; |
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this._modelList = modelList; |
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return modelList; |
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} |
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getDefaultProvider(): BaseProvider { |
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const firstProvider = this._providers.values().next().value; |
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if (!firstProvider) { |
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throw new Error('No providers registered'); |
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} |
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return firstProvider; |
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} |
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} |
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