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import type { IProviderSetting } from '~/types/model'; | |
import { BaseProvider } from './base-provider'; | |
import type { ModelInfo, ProviderInfo } from './types'; | |
import * as providers from './registry'; | |
import { createScopedLogger } from '~/utils/logger'; | |
const logger = createScopedLogger('LLMManager'); | |
export class LLMManager { | |
private static _instance: LLMManager; | |
private _providers: Map<string, BaseProvider> = new Map(); | |
private _modelList: ModelInfo[] = []; | |
private readonly _env: any = {}; | |
private constructor(_env: Record<string, string>) { | |
this._registerProvidersFromDirectory(); | |
this._env = _env; | |
} | |
static getInstance(env: Record<string, string> = {}): LLMManager { | |
if (!LLMManager._instance) { | |
LLMManager._instance = new LLMManager(env); | |
} | |
return LLMManager._instance; | |
} | |
get env() { | |
return this._env; | |
} | |
private async _registerProvidersFromDirectory() { | |
try { | |
/* | |
* Dynamically import all files from the providers directory | |
* const providerModules = import.meta.glob('./providers/*.ts', { eager: true }); | |
*/ | |
// Look for exported classes that extend BaseProvider | |
for (const exportedItem of Object.values(providers)) { | |
if (typeof exportedItem === 'function' && exportedItem.prototype instanceof BaseProvider) { | |
const provider = new exportedItem(); | |
try { | |
this.registerProvider(provider); | |
} catch (error: any) { | |
logger.warn('Failed To Register Provider: ', provider.name, 'error:', error.message); | |
} | |
} | |
} | |
} catch (error) { | |
logger.error('Error registering providers:', error); | |
} | |
} | |
registerProvider(provider: BaseProvider) { | |
if (this._providers.has(provider.name)) { | |
logger.warn(`Provider ${provider.name} is already registered. Skipping.`); | |
return; | |
} | |
logger.info('Registering Provider: ', provider.name); | |
this._providers.set(provider.name, provider); | |
this._modelList = [...this._modelList, ...provider.staticModels]; | |
} | |
getProvider(name: string): BaseProvider | undefined { | |
return this._providers.get(name); | |
} | |
getAllProviders(): BaseProvider[] { | |
return Array.from(this._providers.values()); | |
} | |
getModelList(): ModelInfo[] { | |
return this._modelList; | |
} | |
async updateModelList(options: { | |
apiKeys?: Record<string, string>; | |
providerSettings?: Record<string, IProviderSetting>; | |
serverEnv?: Record<string, string>; | |
}): Promise<ModelInfo[]> { | |
const { apiKeys, providerSettings, serverEnv } = options; | |
let enabledProviders = Array.from(this._providers.values()).map((p) => p.name); | |
if (providerSettings && Object.keys(providerSettings).length > 0) { | |
enabledProviders = enabledProviders.filter((p) => providerSettings[p].enabled); | |
} | |
// Get dynamic models from all providers that support them | |
const dynamicModels = await Promise.all( | |
Array.from(this._providers.values()) | |
.filter((provider) => enabledProviders.includes(provider.name)) | |
.filter( | |
(provider): provider is BaseProvider & Required<Pick<ProviderInfo, 'getDynamicModels'>> => | |
!!provider.getDynamicModels, | |
) | |
.map(async (provider) => { | |
const cachedModels = provider.getModelsFromCache(options); | |
if (cachedModels) { | |
return cachedModels; | |
} | |
const dynamicModels = await provider | |
.getDynamicModels(apiKeys, providerSettings?.[provider.name], serverEnv) | |
.then((models) => { | |
logger.info(`Caching ${models.length} dynamic models for ${provider.name}`); | |
provider.storeDynamicModels(options, models); | |
return models; | |
}) | |
.catch((err) => { | |
logger.error(`Error getting dynamic models ${provider.name} :`, err); | |
return []; | |
}); | |
return dynamicModels; | |
}), | |
); | |
const staticModels = Array.from(this._providers.values()).flatMap((p) => p.staticModels || []); | |
const dynamicModelsFlat = dynamicModels.flat(); | |
const dynamicModelKeys = dynamicModelsFlat.map((d) => `${d.name}-${d.provider}`); | |
const filteredStaticModesl = staticModels.filter((m) => !dynamicModelKeys.includes(`${m.name}-${m.provider}`)); | |
// Combine static and dynamic models | |
const modelList = [...dynamicModelsFlat, ...filteredStaticModesl]; | |
modelList.sort((a, b) => a.name.localeCompare(b.name)); | |
this._modelList = modelList; | |
return modelList; | |
} | |
getStaticModelList() { | |
return [...this._providers.values()].flatMap((p) => p.staticModels || []); | |
} | |
async getModelListFromProvider( | |
providerArg: BaseProvider, | |
options: { | |
apiKeys?: Record<string, string>; | |
providerSettings?: Record<string, IProviderSetting>; | |
serverEnv?: Record<string, string>; | |
}, | |
): Promise<ModelInfo[]> { | |
const provider = this._providers.get(providerArg.name); | |
if (!provider) { | |
throw new Error(`Provider ${providerArg.name} not found`); | |
} | |
const staticModels = provider.staticModels || []; | |
if (!provider.getDynamicModels) { | |
return staticModels; | |
} | |
const { apiKeys, providerSettings, serverEnv } = options; | |
const cachedModels = provider.getModelsFromCache({ | |
apiKeys, | |
providerSettings, | |
serverEnv, | |
}); | |
if (cachedModels) { | |
logger.info(`Found ${cachedModels.length} cached models for ${provider.name}`); | |
return [...cachedModels, ...staticModels]; | |
} | |
logger.info(`Getting dynamic models for ${provider.name}`); | |
const dynamicModels = await provider | |
.getDynamicModels?.(apiKeys, providerSettings?.[provider.name], serverEnv) | |
.then((models) => { | |
logger.info(`Got ${models.length} dynamic models for ${provider.name}`); | |
provider.storeDynamicModels(options, models); | |
return models; | |
}) | |
.catch((err) => { | |
logger.error(`Error getting dynamic models ${provider.name} :`, err); | |
return []; | |
}); | |
const dynamicModelsName = dynamicModels.map((d) => d.name); | |
const filteredStaticList = staticModels.filter((m) => !dynamicModelsName.includes(m.name)); | |
const modelList = [...dynamicModels, ...filteredStaticList]; | |
modelList.sort((a, b) => a.name.localeCompare(b.name)); | |
return modelList; | |
} | |
getStaticModelListFromProvider(providerArg: BaseProvider) { | |
const provider = this._providers.get(providerArg.name); | |
if (!provider) { | |
throw new Error(`Provider ${providerArg.name} not found`); | |
} | |
return [...(provider.staticModels || [])]; | |
} | |
getDefaultProvider(): BaseProvider { | |
const firstProvider = this._providers.values().next().value; | |
if (!firstProvider) { | |
throw new Error('No providers registered'); | |
} | |
return firstProvider; | |
} | |
} | |