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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;
}
}
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