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112
app/lib/modules/llm/base-provider.ts
Normal file
112
app/lib/modules/llm/base-provider.ts
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@@ -0,0 +1,112 @@
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import { createOpenAI } from '@ai-sdk/openai';
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import type { LanguageModel } from 'ai';
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import type { IProviderSetting } from '~/types/model';
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import type { ModelInfo, ProviderConfig, ProviderInfo } from './types';
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export abstract class BaseProvider implements ProviderInfo {
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abstract name: string;
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abstract staticModels: ModelInfo[];
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abstract config: ProviderConfig;
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cachedDynamicModels?: {
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cacheId: string;
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models: ModelInfo[];
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};
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getApiKeyLink?: string;
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labelForGetApiKey?: string;
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icon?: string;
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getProviderBaseUrlAndKey(options: {
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apiKeys?: Record<string, string>;
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providerSettings?: IProviderSetting;
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defaultBaseUrlKey: string;
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defaultApiTokenKey: string;
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}) {
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const { apiKeys, providerSettings, defaultBaseUrlKey, defaultApiTokenKey } = options;
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let settingsBaseUrl = providerSettings?.baseUrl;
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if (settingsBaseUrl && settingsBaseUrl.length == 0) {
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settingsBaseUrl = undefined;
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}
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const baseUrlKey = this.config.baseUrlKey || defaultBaseUrlKey;
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let baseUrl =
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settingsBaseUrl || process?.env?.[baseUrlKey] || (import.meta.env as any)?.[baseUrlKey] || this.config.baseUrl;
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if (baseUrl && baseUrl.endsWith('/')) {
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baseUrl = baseUrl.slice(0, -1);
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}
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const apiTokenKey = this.config.apiTokenKey || defaultApiTokenKey;
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const apiKey = apiKeys?.[this.name] || process?.env?.[apiTokenKey] || (import.meta.env as any)?.[apiTokenKey];
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return {
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baseUrl,
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apiKey,
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};
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}
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getModelsFromCache(options: {
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apiKeys?: Record<string, string>;
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providerSettings?: Record<string, IProviderSetting>;
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}): ModelInfo[] | null {
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if (!this.cachedDynamicModels) {
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// console.log('no dynamic models',this.name);
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return null;
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}
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const cacheKey = this.cachedDynamicModels.cacheId;
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const generatedCacheKey = this.getDynamicModelsCacheKey(options);
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if (cacheKey !== generatedCacheKey) {
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// console.log('cache key mismatch',this.name,cacheKey,generatedCacheKey);
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this.cachedDynamicModels = undefined;
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return null;
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}
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return this.cachedDynamicModels.models;
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}
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getDynamicModelsCacheKey(options: {
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apiKeys?: Record<string, string>;
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providerSettings?: Record<string, IProviderSetting>;
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}) {
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return JSON.stringify({
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apiKeys: options.apiKeys?.[this.name],
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providerSettings: options.providerSettings?.[this.name],
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});
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}
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storeDynamicModels(
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options: {
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apiKeys?: Record<string, string>;
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providerSettings?: Record<string, IProviderSetting>;
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},
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models: ModelInfo[],
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) {
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const cacheId = this.getDynamicModelsCacheKey(options);
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// console.log('caching dynamic models',this.name,cacheId);
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this.cachedDynamicModels = {
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cacheId,
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models,
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};
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}
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// Declare the optional getDynamicModels method
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getDynamicModels?(apiKeys?: Record<string, string>, settings?: IProviderSetting): Promise<ModelInfo[]>;
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abstract getModelInstance(options: {
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model: string;
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apiKeys?: Record<string, string>;
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providerSettings?: Record<string, IProviderSetting>;
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}): LanguageModel;
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}
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type OptionalApiKey = string | undefined;
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export function getOpenAILikeModel(baseURL: string, apiKey: OptionalApiKey, model: string) {
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const openai = createOpenAI({
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baseURL,
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apiKey,
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});
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return openai(model);
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}
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279
app/lib/modules/llm/manager.ts
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279
app/lib/modules/llm/manager.ts
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@@ -0,0 +1,279 @@
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import type { IProviderSetting } from '~/types/model';
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import { createScopedLogger } from '~/utils/logger';
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import { BaseProvider } from './base-provider';
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import * as providers from './registry';
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import type { ModelInfo, ProviderInfo } from './types';
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const logger = createScopedLogger('LLMManager');
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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 constructor() {
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this._registerProvidersFromDirectory();
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}
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static getInstance(): LLMManager {
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if (!LLMManager._instance) {
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LLMManager._instance = new LLMManager();
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}
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return LLMManager._instance;
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}
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// 从环境变量中读取配置的辅助方法
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private _getEnvConfig<T>(key: string, defaultValue: T): T {
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const value = process?.env?.[key] || (import.meta.env as any)?.[key];
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if (value === undefined || value === null || value === '') {
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return defaultValue;
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}
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if (typeof defaultValue === 'boolean') {
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return (value === 'true' || value === true) as unknown as T;
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} else if (typeof defaultValue === 'number') {
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return Number(value) as unknown as T;
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} else if (Array.isArray(defaultValue)) {
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return (value
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? String(value)
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.split(',')
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.map((item) => item.trim())
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: []) as unknown as T;
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}
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return value as T;
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}
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private _registerProvidersFromDirectory() {
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const allProviders: BaseProvider[] = Object.values(providers).map((providerClass) => new providerClass());
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// 获取环境变量中的启用提供商列表
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const enabledProviders = this._getEnvConfig<string[]>('LLM_ENABLED_PROVIDERS', []);
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// 过滤提供商,仅保留配置中启用的提供商
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const filteredProviders =
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enabledProviders.length > 0
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? allProviders.filter((provider) => enabledProviders.includes(provider.name))
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: allProviders;
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for (const provider of filteredProviders) {
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this.registerProvider(provider);
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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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logger.warn(`Provider ${provider.name} is already registered. Skipping.`);
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return;
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}
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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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getDefaultProvider(): BaseProvider {
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const defaultProviderName = this._getEnvConfig<string>('LLM_DEFAULT_PROVIDER', '');
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if (defaultProviderName && this._providers.has(defaultProviderName)) {
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return this._providers.get(defaultProviderName)!;
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}
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return Array.from(this._providers.values())[0];
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}
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getDefaultModel(): string {
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return this._getEnvConfig<string>('LLM_DEFAULT_MODEL', '');
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}
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getMinorModel(): string {
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return this._getEnvConfig<string>('LLM_MINOR_MODEL', '');
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}
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getConfiguredApiKeys(): Record<string, string> {
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const apiKeys: Record<string, string> = {};
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const allProviders = this.getAllProviders();
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for (const provider of allProviders) {
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if (!provider.config.apiTokenKey) {
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continue;
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}
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const apiTokenKey = provider.config.apiTokenKey;
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const apiKey = process?.env?.[apiTokenKey] || (import.meta.env as any)?.[apiTokenKey];
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if (apiKey) {
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apiKeys[provider.name] = apiKey;
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logger.debug(`Found API key for provider ${provider.name} in environment variables`);
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}
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}
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return apiKeys;
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}
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getConfiguredProviderSettings(): Record<string, IProviderSetting> {
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const providerSettings: Record<string, IProviderSetting> = {};
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// 获取所有注册的提供商
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const allProviders = this.getAllProviders();
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for (const provider of allProviders) {
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const providerName = provider.name;
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const settings: IProviderSetting = { enabled: true };
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if (provider.config.baseUrlKey) {
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const baseUrlKey = provider.config.baseUrlKey;
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const baseUrl = process?.env?.[baseUrlKey] || (import.meta.env as any)?.[baseUrlKey];
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if (baseUrl) {
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settings.baseUrl = baseUrl;
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logger.debug(`Found base URL for provider ${providerName} in environment variables: ${baseUrl}`);
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}
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}
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const enabledKey = `${providerName.toUpperCase()}_ENABLED`;
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const isEnabled = this._getEnvConfig<boolean>(enabledKey, true);
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settings.enabled = isEnabled;
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if (Object.keys(settings).length > 1 || settings.enabled === false) {
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providerSettings[providerName] = settings;
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}
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}
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return providerSettings;
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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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}): Promise<ModelInfo[]> {
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const { apiKeys, providerSettings } = options;
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let enabledProviders = Array.from(this._providers.values()).map((p) => p.name);
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if (providerSettings && Object.keys(providerSettings).length > 0) {
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enabledProviders = enabledProviders.filter((p) => providerSettings[p]?.enabled);
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}
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// Get dynamic models from all providers that support them
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const dynamicModels = await Promise.all(
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Array.from(this._providers.values())
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.filter((provider) => enabledProviders.includes(provider.name))
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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(async (provider) => {
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const cachedModels = provider.getModelsFromCache(options);
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if (cachedModels) {
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return cachedModels;
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}
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const dynamicModels = await provider
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.getDynamicModels(apiKeys, providerSettings?.[provider.name])
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.then((models) => {
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logger.info(`Caching ${models.length} dynamic models for ${provider.name}`);
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provider.storeDynamicModels(options, models);
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return models;
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})
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.catch((err) => {
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logger.error(`Error getting dynamic models ${provider.name} :`, err);
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return [];
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});
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return dynamicModels;
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}),
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);
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const staticModels = Array.from(this._providers.values()).flatMap((p) => p.staticModels || []);
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const dynamicModelsFlat = dynamicModels.flat();
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const dynamicModelKeys = dynamicModelsFlat.map((d) => `${d.name}-${d.provider}`);
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const filteredStaticModesl = staticModels.filter((m) => !dynamicModelKeys.includes(`${m.name}-${m.provider}`));
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// Combine static and dynamic models
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const modelList = [...dynamicModelsFlat, ...filteredStaticModesl];
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modelList.sort((a, b) => a.name.localeCompare(b.name));
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this._modelList = modelList;
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return modelList;
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}
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getStaticModelList() {
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return [...this._providers.values()].flatMap((p) => p.staticModels || []);
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}
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async getModelListFromProvider(
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providerArg: BaseProvider,
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options: {
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apiKeys?: Record<string, string>;
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providerSettings?: Record<string, IProviderSetting>;
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},
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): Promise<ModelInfo[]> {
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const provider = this._providers.get(providerArg.name);
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if (!provider) {
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throw new Error(`Provider ${providerArg.name} not found`);
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}
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const staticModels = provider.staticModels || [];
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if (!provider.getDynamicModels) {
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return staticModels;
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}
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const { apiKeys, providerSettings } = options;
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const cachedModels = provider.getModelsFromCache({
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apiKeys,
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providerSettings,
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});
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if (cachedModels) {
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logger.info(`Found ${cachedModels.length} cached models for ${provider.name}`);
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return [...cachedModels, ...staticModels];
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}
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logger.info(`Getting dynamic models for ${provider.name}`);
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const dynamicModels = await provider
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.getDynamicModels?.(apiKeys, providerSettings?.[provider.name])
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.then((models) => {
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logger.info(`Got ${models.length} dynamic models for ${provider.name}`);
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provider.storeDynamicModels(options, models);
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return models;
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})
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.catch((err) => {
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logger.error(`Error getting dynamic models ${provider.name} :`, err);
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return [];
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});
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const dynamicModelsName = dynamicModels.map((d) => d.name);
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const filteredStaticList = staticModels.filter((m) => !dynamicModelsName.includes(m.name));
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const modelList = [...dynamicModels, ...filteredStaticList];
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modelList.sort((a, b) => a.name.localeCompare(b.name));
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return modelList;
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}
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getStaticModelListFromProvider(providerArg: BaseProvider) {
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const provider = this._providers.get(providerArg.name);
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if (!provider) {
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throw new Error(`Provider ${providerArg.name} not found`);
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}
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return [...(provider.staticModels || [])];
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}
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}
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117
app/lib/modules/llm/providers/amazon-bedrock.ts
Normal file
117
app/lib/modules/llm/providers/amazon-bedrock.ts
Normal file
@@ -0,0 +1,117 @@
|
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import { createAmazonBedrock } from '@ai-sdk/amazon-bedrock';
|
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import { type LanguageModel } from 'ai';
|
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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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interface AWSBedRockConfig {
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region: string;
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accessKeyId: string;
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secretAccessKey: string;
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sessionToken?: string;
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}
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export default class AmazonBedrockProvider extends BaseProvider {
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name = 'AmazonBedrock';
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getApiKeyLink = 'https://console.aws.amazon.com/iam/home';
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config = {
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apiTokenKey: 'AWS_BEDROCK_CONFIG',
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};
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staticModels: ModelInfo[] = [
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{
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name: 'anthropic.claude-3-5-sonnet-20241022-v2:0',
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label: 'Claude 3.5 Sonnet v2 (Bedrock)',
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provider: 'AmazonBedrock',
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maxTokenAllowed: 200000,
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},
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{
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name: 'anthropic.claude-3-5-sonnet-20240620-v1:0',
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label: 'Claude 3.5 Sonnet (Bedrock)',
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provider: 'AmazonBedrock',
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maxTokenAllowed: 4096,
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},
|
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{
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name: 'anthropic.claude-3-sonnet-20240229-v1:0',
|
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label: 'Claude 3 Sonnet (Bedrock)',
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provider: 'AmazonBedrock',
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maxTokenAllowed: 4096,
|
||||
},
|
||||
{
|
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name: 'anthropic.claude-3-haiku-20240307-v1:0',
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label: 'Claude 3 Haiku (Bedrock)',
|
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provider: 'AmazonBedrock',
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maxTokenAllowed: 4096,
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},
|
||||
{
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name: 'amazon.nova-pro-v1:0',
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label: 'Amazon Nova Pro (Bedrock)',
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provider: 'AmazonBedrock',
|
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maxTokenAllowed: 5120,
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},
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{
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name: 'amazon.nova-lite-v1:0',
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label: 'Amazon Nova Lite (Bedrock)',
|
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provider: 'AmazonBedrock',
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maxTokenAllowed: 5120,
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||||
},
|
||||
{
|
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name: 'mistral.mistral-large-2402-v1:0',
|
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label: 'Mistral Large 24.02 (Bedrock)',
|
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provider: 'AmazonBedrock',
|
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maxTokenAllowed: 8192,
|
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},
|
||||
];
|
||||
|
||||
private _parseAndValidateConfig(apiKey: string): AWSBedRockConfig {
|
||||
let parsedConfig: AWSBedRockConfig;
|
||||
|
||||
try {
|
||||
parsedConfig = JSON.parse(apiKey);
|
||||
} catch {
|
||||
throw new Error(
|
||||
'Invalid AWS Bedrock configuration format. Please provide a valid JSON string containing region, accessKeyId, and secretAccessKey.',
|
||||
);
|
||||
}
|
||||
|
||||
const { region, accessKeyId, secretAccessKey, sessionToken } = parsedConfig;
|
||||
|
||||
if (!region || !accessKeyId || !secretAccessKey) {
|
||||
throw new Error(
|
||||
'Missing required AWS credentials. Configuration must include region, accessKeyId, and secretAccessKey.',
|
||||
);
|
||||
}
|
||||
|
||||
return {
|
||||
region,
|
||||
accessKeyId,
|
||||
secretAccessKey,
|
||||
...(sessionToken && { sessionToken }),
|
||||
};
|
||||
}
|
||||
|
||||
getModelInstance(options: {
|
||||
model: string;
|
||||
apiKeys?: Record<string, string>;
|
||||
providerSettings?: Record<string, IProviderSetting>;
|
||||
}): LanguageModel {
|
||||
const { model, apiKeys, providerSettings } = options;
|
||||
|
||||
const { apiKey } = this.getProviderBaseUrlAndKey({
|
||||
apiKeys,
|
||||
providerSettings: providerSettings?.[this.name],
|
||||
defaultBaseUrlKey: '',
|
||||
defaultApiTokenKey: 'AWS_BEDROCK_CONFIG',
|
||||
});
|
||||
|
||||
if (!apiKey) {
|
||||
throw new Error(`Missing API key for ${this.name} provider`);
|
||||
}
|
||||
|
||||
const config = this._parseAndValidateConfig(apiKey);
|
||||
const bedrock = createAmazonBedrock(config);
|
||||
|
||||
return bedrock(model);
|
||||
}
|
||||
}
|
||||
95
app/lib/modules/llm/providers/anthropic.ts
Normal file
95
app/lib/modules/llm/providers/anthropic.ts
Normal file
@@ -0,0 +1,95 @@
|
||||
import { createAnthropic } from '@ai-sdk/anthropic';
|
||||
import type { LanguageModel } from 'ai';
|
||||
import { BaseProvider } from '~/lib/modules/llm/base-provider';
|
||||
import type { ModelInfo } from '~/lib/modules/llm/types';
|
||||
import type { IProviderSetting } from '~/types/model';
|
||||
|
||||
export default class AnthropicProvider extends BaseProvider {
|
||||
name = 'Anthropic';
|
||||
getApiKeyLink = 'https://console.anthropic.com/settings/keys';
|
||||
|
||||
config = {
|
||||
apiTokenKey: 'ANTHROPIC_API_KEY',
|
||||
};
|
||||
|
||||
staticModels: ModelInfo[] = [
|
||||
{
|
||||
name: 'claude-3-7-sonnet-20250219',
|
||||
label: 'Claude 3.7 Sonnet',
|
||||
provider: 'Anthropic',
|
||||
maxTokenAllowed: 8000,
|
||||
},
|
||||
{
|
||||
name: 'claude-3-5-sonnet-latest',
|
||||
label: 'Claude 3.5 Sonnet (new)',
|
||||
provider: 'Anthropic',
|
||||
maxTokenAllowed: 8000,
|
||||
},
|
||||
{
|
||||
name: 'claude-3-5-sonnet-20240620',
|
||||
label: 'Claude 3.5 Sonnet (old)',
|
||||
provider: 'Anthropic',
|
||||
maxTokenAllowed: 8000,
|
||||
},
|
||||
{
|
||||
name: 'claude-3-5-haiku-latest',
|
||||
label: 'Claude 3.5 Haiku (new)',
|
||||
provider: 'Anthropic',
|
||||
maxTokenAllowed: 8000,
|
||||
},
|
||||
{ name: 'claude-3-opus-latest', label: 'Claude 3 Opus', provider: 'Anthropic', maxTokenAllowed: 8000 },
|
||||
{ name: 'claude-3-sonnet-20240229', label: 'Claude 3 Sonnet', provider: 'Anthropic', maxTokenAllowed: 8000 },
|
||||
{ name: 'claude-3-haiku-20240307', label: 'Claude 3 Haiku', provider: 'Anthropic', maxTokenAllowed: 8000 },
|
||||
];
|
||||
|
||||
async getDynamicModels(apiKeys?: Record<string, string>, settings?: IProviderSetting): Promise<ModelInfo[]> {
|
||||
const { apiKey } = this.getProviderBaseUrlAndKey({
|
||||
apiKeys,
|
||||
providerSettings: settings,
|
||||
defaultBaseUrlKey: '',
|
||||
defaultApiTokenKey: 'ANTHROPIC_API_KEY',
|
||||
});
|
||||
|
||||
if (!apiKey) {
|
||||
throw `Missing Api Key configuration for ${this.name} provider`;
|
||||
}
|
||||
|
||||
const response = await fetch(`https://api.anthropic.com/v1/models`, {
|
||||
headers: {
|
||||
'x-api-key': `${apiKey}`,
|
||||
'anthropic-version': '2023-06-01',
|
||||
},
|
||||
});
|
||||
|
||||
const res = (await response.json()) as any;
|
||||
const staticModelIds = this.staticModels.map((m) => m.name);
|
||||
|
||||
const data = res.data.filter((model: any) => model.type === 'model' && !staticModelIds.includes(model.id));
|
||||
|
||||
return data.map((m: any) => ({
|
||||
name: m.id,
|
||||
label: `${m.display_name}`,
|
||||
provider: this.name,
|
||||
maxTokenAllowed: 32000,
|
||||
}));
|
||||
}
|
||||
|
||||
getModelInstance: (options: {
|
||||
model: string;
|
||||
apiKeys?: Record<string, string>;
|
||||
providerSettings?: Record<string, IProviderSetting>;
|
||||
}) => LanguageModel = (options) => {
|
||||
const { apiKeys, providerSettings, model } = options;
|
||||
const { apiKey } = this.getProviderBaseUrlAndKey({
|
||||
apiKeys,
|
||||
providerSettings,
|
||||
defaultBaseUrlKey: '',
|
||||
defaultApiTokenKey: 'ANTHROPIC_API_KEY',
|
||||
});
|
||||
const anthropic = createAnthropic({
|
||||
apiKey,
|
||||
});
|
||||
|
||||
return anthropic(model);
|
||||
};
|
||||
}
|
||||
52
app/lib/modules/llm/providers/cohere.ts
Normal file
52
app/lib/modules/llm/providers/cohere.ts
Normal file
@@ -0,0 +1,52 @@
|
||||
import { createCohere } from '@ai-sdk/cohere';
|
||||
import type { LanguageModel } from 'ai';
|
||||
import { BaseProvider } from '~/lib/modules/llm/base-provider';
|
||||
import type { ModelInfo } from '~/lib/modules/llm/types';
|
||||
import type { IProviderSetting } from '~/types/model';
|
||||
|
||||
export default class CohereProvider extends BaseProvider {
|
||||
name = 'Cohere';
|
||||
getApiKeyLink = 'https://dashboard.cohere.com/api-keys';
|
||||
|
||||
config = {
|
||||
apiTokenKey: 'COHERE_API_KEY',
|
||||
};
|
||||
|
||||
staticModels: ModelInfo[] = [
|
||||
{ name: 'command-r-plus-08-2024', label: 'Command R plus Latest', provider: 'Cohere', maxTokenAllowed: 4096 },
|
||||
{ name: 'command-r-08-2024', label: 'Command R Latest', provider: 'Cohere', maxTokenAllowed: 4096 },
|
||||
{ name: 'command-r-plus', label: 'Command R plus', provider: 'Cohere', maxTokenAllowed: 4096 },
|
||||
{ name: 'command-r', label: 'Command R', provider: 'Cohere', maxTokenAllowed: 4096 },
|
||||
{ name: 'command', label: 'Command', provider: 'Cohere', maxTokenAllowed: 4096 },
|
||||
{ name: 'command-nightly', label: 'Command Nightly', provider: 'Cohere', maxTokenAllowed: 4096 },
|
||||
{ name: 'command-light', label: 'Command Light', provider: 'Cohere', maxTokenAllowed: 4096 },
|
||||
{ name: 'command-light-nightly', label: 'Command Light Nightly', provider: 'Cohere', maxTokenAllowed: 4096 },
|
||||
{ name: 'c4ai-aya-expanse-8b', label: 'c4AI Aya Expanse 8b', provider: 'Cohere', maxTokenAllowed: 4096 },
|
||||
{ name: 'c4ai-aya-expanse-32b', label: 'c4AI Aya Expanse 32b', provider: 'Cohere', maxTokenAllowed: 4096 },
|
||||
];
|
||||
|
||||
getModelInstance(options: {
|
||||
model: string;
|
||||
apiKeys?: Record<string, string>;
|
||||
providerSettings?: Record<string, IProviderSetting>;
|
||||
}): LanguageModel {
|
||||
const { model, apiKeys, providerSettings } = options;
|
||||
|
||||
const { apiKey } = this.getProviderBaseUrlAndKey({
|
||||
apiKeys,
|
||||
providerSettings: providerSettings?.[this.name],
|
||||
defaultBaseUrlKey: '',
|
||||
defaultApiTokenKey: 'COHERE_API_KEY',
|
||||
});
|
||||
|
||||
if (!apiKey) {
|
||||
throw new Error(`Missing API key for ${this.name} provider`);
|
||||
}
|
||||
|
||||
const cohere = createCohere({
|
||||
apiKey,
|
||||
});
|
||||
|
||||
return cohere(model);
|
||||
}
|
||||
}
|
||||
45
app/lib/modules/llm/providers/deepseek.ts
Normal file
45
app/lib/modules/llm/providers/deepseek.ts
Normal file
@@ -0,0 +1,45 @@
|
||||
import { createDeepSeek } from '@ai-sdk/deepseek';
|
||||
import type { LanguageModel } from 'ai';
|
||||
import { BaseProvider } from '~/lib/modules/llm/base-provider';
|
||||
import type { ModelInfo } from '~/lib/modules/llm/types';
|
||||
import type { IProviderSetting } from '~/types/model';
|
||||
|
||||
export default class DeepseekProvider extends BaseProvider {
|
||||
name = 'Deepseek';
|
||||
getApiKeyLink = 'https://platform.deepseek.com/apiKeys';
|
||||
|
||||
config = {
|
||||
apiTokenKey: 'DEEPSEEK_API_KEY',
|
||||
};
|
||||
|
||||
staticModels: ModelInfo[] = [
|
||||
{ name: 'deepseek-coder', label: 'Deepseek-Coder', provider: 'Deepseek', maxTokenAllowed: 8000 },
|
||||
{ name: 'deepseek-chat', label: 'Deepseek-Chat', provider: 'Deepseek', maxTokenAllowed: 8000 },
|
||||
{ name: 'deepseek-reasoner', label: 'Deepseek-Reasoner', provider: 'Deepseek', maxTokenAllowed: 8000 },
|
||||
];
|
||||
|
||||
getModelInstance(options: {
|
||||
model: string;
|
||||
apiKeys?: Record<string, string>;
|
||||
providerSettings?: Record<string, IProviderSetting>;
|
||||
}): LanguageModel {
|
||||
const { model, apiKeys, providerSettings } = options;
|
||||
|
||||
const { apiKey } = this.getProviderBaseUrlAndKey({
|
||||
apiKeys,
|
||||
providerSettings: providerSettings?.[this.name],
|
||||
defaultBaseUrlKey: '',
|
||||
defaultApiTokenKey: 'DEEPSEEK_API_KEY',
|
||||
});
|
||||
|
||||
if (!apiKey) {
|
||||
throw new Error(`Missing API key for ${this.name} provider`);
|
||||
}
|
||||
|
||||
const deepseek = createDeepSeek({
|
||||
apiKey,
|
||||
});
|
||||
|
||||
return deepseek(model);
|
||||
}
|
||||
}
|
||||
51
app/lib/modules/llm/providers/github.ts
Normal file
51
app/lib/modules/llm/providers/github.ts
Normal file
@@ -0,0 +1,51 @@
|
||||
import { createOpenAI } from '@ai-sdk/openai';
|
||||
import type { LanguageModel } from 'ai';
|
||||
import { BaseProvider } from '~/lib/modules/llm/base-provider';
|
||||
import type { ModelInfo } from '~/lib/modules/llm/types';
|
||||
import type { IProviderSetting } from '~/types/model';
|
||||
|
||||
export default class GithubProvider extends BaseProvider {
|
||||
name = 'Github';
|
||||
getApiKeyLink = 'https://github.com/settings/personal-access-tokens';
|
||||
|
||||
config = {
|
||||
apiTokenKey: 'GITHUB_API_KEY',
|
||||
};
|
||||
|
||||
// find more in https://github.com/marketplace?type=models
|
||||
staticModels: ModelInfo[] = [
|
||||
{ name: 'gpt-4o', label: 'GPT-4o', provider: 'Github', maxTokenAllowed: 8000 },
|
||||
{ name: 'o1', label: 'o1-preview', provider: 'Github', maxTokenAllowed: 100000 },
|
||||
{ name: 'o1-mini', label: 'o1-mini', provider: 'Github', maxTokenAllowed: 8000 },
|
||||
{ name: 'gpt-4o-mini', label: 'GPT-4o Mini', provider: 'Github', maxTokenAllowed: 8000 },
|
||||
{ name: 'gpt-4-turbo', label: 'GPT-4 Turbo', provider: 'Github', maxTokenAllowed: 8000 },
|
||||
{ name: 'gpt-4', label: 'GPT-4', provider: 'Github', maxTokenAllowed: 8000 },
|
||||
{ name: 'gpt-3.5-turbo', label: 'GPT-3.5 Turbo', provider: 'Github', maxTokenAllowed: 8000 },
|
||||
];
|
||||
|
||||
getModelInstance(options: {
|
||||
model: string;
|
||||
apiKeys?: Record<string, string>;
|
||||
providerSettings?: Record<string, IProviderSetting>;
|
||||
}): LanguageModel {
|
||||
const { model, apiKeys, providerSettings } = options;
|
||||
|
||||
const { apiKey } = this.getProviderBaseUrlAndKey({
|
||||
apiKeys,
|
||||
providerSettings: providerSettings?.[this.name],
|
||||
defaultBaseUrlKey: '',
|
||||
defaultApiTokenKey: 'GITHUB_API_KEY',
|
||||
});
|
||||
|
||||
if (!apiKey) {
|
||||
throw new Error(`Missing API key for ${this.name} provider`);
|
||||
}
|
||||
|
||||
const openai = createOpenAI({
|
||||
baseURL: 'https://models.inference.ai.azure.com',
|
||||
apiKey,
|
||||
});
|
||||
|
||||
return openai(model);
|
||||
}
|
||||
}
|
||||
86
app/lib/modules/llm/providers/google.ts
Normal file
86
app/lib/modules/llm/providers/google.ts
Normal file
@@ -0,0 +1,86 @@
|
||||
import { createGoogleGenerativeAI } from '@ai-sdk/google';
|
||||
import type { LanguageModel } from 'ai';
|
||||
import { BaseProvider } from '~/lib/modules/llm/base-provider';
|
||||
import type { ModelInfo } from '~/lib/modules/llm/types';
|
||||
import type { IProviderSetting } from '~/types/model';
|
||||
|
||||
export default class GoogleProvider extends BaseProvider {
|
||||
name = 'Google';
|
||||
getApiKeyLink = 'https://aistudio.google.com/app/apikey';
|
||||
|
||||
config = {
|
||||
apiTokenKey: 'GOOGLE_GENERATIVE_AI_API_KEY',
|
||||
};
|
||||
|
||||
staticModels: ModelInfo[] = [
|
||||
{ name: 'gemini-1.5-flash-latest', label: 'Gemini 1.5 Flash', provider: 'Google', maxTokenAllowed: 8192 },
|
||||
{
|
||||
name: 'gemini-2.0-flash-thinking-exp-01-21',
|
||||
label: 'Gemini 2.0 Flash-thinking-exp-01-21',
|
||||
provider: 'Google',
|
||||
maxTokenAllowed: 65536,
|
||||
},
|
||||
{ name: 'gemini-2.0-flash-exp', label: 'Gemini 2.0 Flash', provider: 'Google', maxTokenAllowed: 8192 },
|
||||
{ name: 'gemini-1.5-flash-002', label: 'Gemini 1.5 Flash-002', provider: 'Google', maxTokenAllowed: 8192 },
|
||||
{ name: 'gemini-1.5-flash-8b', label: 'Gemini 1.5 Flash-8b', provider: 'Google', maxTokenAllowed: 8192 },
|
||||
{ name: 'gemini-1.5-pro-latest', label: 'Gemini 1.5 Pro', provider: 'Google', maxTokenAllowed: 8192 },
|
||||
{ name: 'gemini-1.5-pro-002', label: 'Gemini 1.5 Pro-002', provider: 'Google', maxTokenAllowed: 8192 },
|
||||
{ name: 'gemini-exp-1206', label: 'Gemini exp-1206', provider: 'Google', maxTokenAllowed: 8192 },
|
||||
];
|
||||
|
||||
async getDynamicModels(apiKeys?: Record<string, string>, settings?: IProviderSetting): Promise<ModelInfo[]> {
|
||||
const { apiKey } = this.getProviderBaseUrlAndKey({
|
||||
apiKeys,
|
||||
providerSettings: settings,
|
||||
defaultBaseUrlKey: '',
|
||||
defaultApiTokenKey: 'GOOGLE_GENERATIVE_AI_API_KEY',
|
||||
});
|
||||
|
||||
if (!apiKey) {
|
||||
throw `Missing Api Key configuration for ${this.name} provider`;
|
||||
}
|
||||
|
||||
const response = await fetch(`https://generativelanguage.googleapis.com/v1beta/models?key=${apiKey}`, {
|
||||
headers: {
|
||||
// biome-ignore lint: ignore Content-Type header
|
||||
['Content-Type']: 'application/json',
|
||||
},
|
||||
});
|
||||
|
||||
const res = (await response.json()) as any;
|
||||
|
||||
const data = res.models.filter((model: any) => model.outputTokenLimit > 8000);
|
||||
|
||||
return data.map((m: any) => ({
|
||||
name: m.name.replace('models/', ''),
|
||||
label: `${m.displayName} - context ${Math.floor((m.inputTokenLimit + m.outputTokenLimit) / 1000) + 'k'}`,
|
||||
provider: this.name,
|
||||
maxTokenAllowed: m.inputTokenLimit + m.outputTokenLimit || 8000,
|
||||
}));
|
||||
}
|
||||
|
||||
getModelInstance(options: {
|
||||
model: string;
|
||||
apiKeys?: Record<string, string>;
|
||||
providerSettings?: Record<string, IProviderSetting>;
|
||||
}): LanguageModel {
|
||||
const { model, apiKeys, providerSettings } = options;
|
||||
|
||||
const { apiKey } = this.getProviderBaseUrlAndKey({
|
||||
apiKeys,
|
||||
providerSettings: providerSettings?.[this.name],
|
||||
defaultBaseUrlKey: '',
|
||||
defaultApiTokenKey: 'GOOGLE_GENERATIVE_AI_API_KEY',
|
||||
});
|
||||
|
||||
if (!apiKey) {
|
||||
throw new Error(`Missing API key for ${this.name} provider`);
|
||||
}
|
||||
|
||||
const google = createGoogleGenerativeAI({
|
||||
apiKey,
|
||||
});
|
||||
|
||||
return google(model);
|
||||
}
|
||||
}
|
||||
87
app/lib/modules/llm/providers/groq.ts
Normal file
87
app/lib/modules/llm/providers/groq.ts
Normal file
@@ -0,0 +1,87 @@
|
||||
import { createOpenAI } from '@ai-sdk/openai';
|
||||
import type { LanguageModel } from 'ai';
|
||||
import { BaseProvider } from '~/lib/modules/llm/base-provider';
|
||||
import type { ModelInfo } from '~/lib/modules/llm/types';
|
||||
import type { IProviderSetting } from '~/types/model';
|
||||
|
||||
export default class GroqProvider extends BaseProvider {
|
||||
name = 'Groq';
|
||||
getApiKeyLink = 'https://console.groq.com/keys';
|
||||
|
||||
config = {
|
||||
apiTokenKey: 'GROQ_API_KEY',
|
||||
};
|
||||
|
||||
staticModels: ModelInfo[] = [
|
||||
{ name: 'llama-3.1-8b-instant', label: 'Llama 3.1 8b (Groq)', provider: 'Groq', maxTokenAllowed: 8000 },
|
||||
{ name: 'llama-3.2-11b-vision-preview', label: 'Llama 3.2 11b (Groq)', provider: 'Groq', maxTokenAllowed: 8000 },
|
||||
{ name: 'llama-3.2-90b-vision-preview', label: 'Llama 3.2 90b (Groq)', provider: 'Groq', maxTokenAllowed: 8000 },
|
||||
{ name: 'llama-3.2-3b-preview', label: 'Llama 3.2 3b (Groq)', provider: 'Groq', maxTokenAllowed: 8000 },
|
||||
{ name: 'llama-3.2-1b-preview', label: 'Llama 3.2 1b (Groq)', provider: 'Groq', maxTokenAllowed: 8000 },
|
||||
{ name: 'llama-3.3-70b-versatile', label: 'Llama 3.3 70b (Groq)', provider: 'Groq', maxTokenAllowed: 8000 },
|
||||
{
|
||||
name: 'deepseek-r1-distill-llama-70b',
|
||||
label: 'Deepseek R1 Distill Llama 70b (Groq)',
|
||||
provider: 'Groq',
|
||||
maxTokenAllowed: 131072,
|
||||
},
|
||||
];
|
||||
|
||||
async getDynamicModels(apiKeys?: Record<string, string>, settings?: IProviderSetting): Promise<ModelInfo[]> {
|
||||
const { apiKey } = this.getProviderBaseUrlAndKey({
|
||||
apiKeys,
|
||||
providerSettings: settings,
|
||||
defaultBaseUrlKey: '',
|
||||
defaultApiTokenKey: 'GROQ_API_KEY',
|
||||
});
|
||||
|
||||
if (!apiKey) {
|
||||
throw `Missing Api Key configuration for ${this.name} provider`;
|
||||
}
|
||||
|
||||
const response = await fetch(`https://api.groq.com/openai/v1/models`, {
|
||||
headers: {
|
||||
Authorization: `Bearer ${apiKey}`,
|
||||
},
|
||||
});
|
||||
|
||||
const res = (await response.json()) as any;
|
||||
|
||||
const data = res.data.filter(
|
||||
(model: any) => model.object === 'model' && model.active && model.context_window > 8000,
|
||||
);
|
||||
|
||||
return data.map((m: any) => ({
|
||||
name: m.id,
|
||||
label: `${m.id} - context ${m.context_window ? Math.floor(m.context_window / 1000) + 'k' : 'N/A'} [ by ${m.owned_by}]`,
|
||||
provider: this.name,
|
||||
maxTokenAllowed: m.context_window || 8000,
|
||||
}));
|
||||
}
|
||||
|
||||
getModelInstance(options: {
|
||||
model: string;
|
||||
apiKeys?: Record<string, string>;
|
||||
providerSettings?: Record<string, IProviderSetting>;
|
||||
}): LanguageModel {
|
||||
const { model, apiKeys, providerSettings } = options;
|
||||
|
||||
const { apiKey } = this.getProviderBaseUrlAndKey({
|
||||
apiKeys,
|
||||
providerSettings: providerSettings?.[this.name],
|
||||
defaultBaseUrlKey: '',
|
||||
defaultApiTokenKey: 'GROQ_API_KEY',
|
||||
});
|
||||
|
||||
if (!apiKey) {
|
||||
throw new Error(`Missing API key for ${this.name} provider`);
|
||||
}
|
||||
|
||||
const openai = createOpenAI({
|
||||
baseURL: 'https://api.groq.com/openai/v1',
|
||||
apiKey,
|
||||
});
|
||||
|
||||
return openai(model);
|
||||
}
|
||||
}
|
||||
109
app/lib/modules/llm/providers/huggingface.ts
Normal file
109
app/lib/modules/llm/providers/huggingface.ts
Normal file
@@ -0,0 +1,109 @@
|
||||
import { createOpenAI } from '@ai-sdk/openai';
|
||||
import type { LanguageModel } from 'ai';
|
||||
import { BaseProvider } from '~/lib/modules/llm/base-provider';
|
||||
import type { ModelInfo } from '~/lib/modules/llm/types';
|
||||
import type { IProviderSetting } from '~/types/model';
|
||||
|
||||
export default class HuggingFaceProvider extends BaseProvider {
|
||||
name = 'HuggingFace';
|
||||
getApiKeyLink = 'https://huggingface.co/settings/tokens';
|
||||
|
||||
config = {
|
||||
apiTokenKey: 'HuggingFace_API_KEY',
|
||||
};
|
||||
|
||||
staticModels: ModelInfo[] = [
|
||||
{
|
||||
name: 'Qwen/Qwen2.5-Coder-32B-Instruct',
|
||||
label: 'Qwen2.5-Coder-32B-Instruct (HuggingFace)',
|
||||
provider: 'HuggingFace',
|
||||
maxTokenAllowed: 8000,
|
||||
},
|
||||
{
|
||||
name: '01-ai/Yi-1.5-34B-Chat',
|
||||
label: 'Yi-1.5-34B-Chat (HuggingFace)',
|
||||
provider: 'HuggingFace',
|
||||
maxTokenAllowed: 8000,
|
||||
},
|
||||
{
|
||||
name: 'codellama/CodeLlama-34b-Instruct-hf',
|
||||
label: 'CodeLlama-34b-Instruct (HuggingFace)',
|
||||
provider: 'HuggingFace',
|
||||
maxTokenAllowed: 8000,
|
||||
},
|
||||
{
|
||||
name: 'NousResearch/Hermes-3-Llama-3.1-8B',
|
||||
label: 'Hermes-3-Llama-3.1-8B (HuggingFace)',
|
||||
provider: 'HuggingFace',
|
||||
maxTokenAllowed: 8000,
|
||||
},
|
||||
{
|
||||
name: 'Qwen/Qwen2.5-Coder-32B-Instruct',
|
||||
label: 'Qwen2.5-Coder-32B-Instruct (HuggingFace)',
|
||||
provider: 'HuggingFace',
|
||||
maxTokenAllowed: 8000,
|
||||
},
|
||||
{
|
||||
name: 'Qwen/Qwen2.5-72B-Instruct',
|
||||
label: 'Qwen2.5-72B-Instruct (HuggingFace)',
|
||||
provider: 'HuggingFace',
|
||||
maxTokenAllowed: 8000,
|
||||
},
|
||||
{
|
||||
name: 'meta-llama/Llama-3.1-70B-Instruct',
|
||||
label: 'Llama-3.1-70B-Instruct (HuggingFace)',
|
||||
provider: 'HuggingFace',
|
||||
maxTokenAllowed: 8000,
|
||||
},
|
||||
{
|
||||
name: 'meta-llama/Llama-3.1-405B',
|
||||
label: 'Llama-3.1-405B (HuggingFace)',
|
||||
provider: 'HuggingFace',
|
||||
maxTokenAllowed: 8000,
|
||||
},
|
||||
{
|
||||
name: '01-ai/Yi-1.5-34B-Chat',
|
||||
label: 'Yi-1.5-34B-Chat (HuggingFace)',
|
||||
provider: 'HuggingFace',
|
||||
maxTokenAllowed: 8000,
|
||||
},
|
||||
{
|
||||
name: 'codellama/CodeLlama-34b-Instruct-hf',
|
||||
label: 'CodeLlama-34b-Instruct (HuggingFace)',
|
||||
provider: 'HuggingFace',
|
||||
maxTokenAllowed: 8000,
|
||||
},
|
||||
{
|
||||
name: 'NousResearch/Hermes-3-Llama-3.1-8B',
|
||||
label: 'Hermes-3-Llama-3.1-8B (HuggingFace)',
|
||||
provider: 'HuggingFace',
|
||||
maxTokenAllowed: 8000,
|
||||
},
|
||||
];
|
||||
|
||||
getModelInstance(options: {
|
||||
model: string;
|
||||
apiKeys?: Record<string, string>;
|
||||
providerSettings?: Record<string, IProviderSetting>;
|
||||
}): LanguageModel {
|
||||
const { model, apiKeys, providerSettings } = options;
|
||||
|
||||
const { apiKey } = this.getProviderBaseUrlAndKey({
|
||||
apiKeys,
|
||||
providerSettings: providerSettings?.[this.name],
|
||||
defaultBaseUrlKey: '',
|
||||
defaultApiTokenKey: 'HuggingFace_API_KEY',
|
||||
});
|
||||
|
||||
if (!apiKey) {
|
||||
throw new Error(`Missing API key for ${this.name} provider`);
|
||||
}
|
||||
|
||||
const openai = createOpenAI({
|
||||
baseURL: 'https://api-inference.huggingface.co/v1/',
|
||||
apiKey,
|
||||
});
|
||||
|
||||
return openai(model);
|
||||
}
|
||||
}
|
||||
104
app/lib/modules/llm/providers/hyperbolic.ts
Normal file
104
app/lib/modules/llm/providers/hyperbolic.ts
Normal file
@@ -0,0 +1,104 @@
|
||||
import { createOpenAI } from '@ai-sdk/openai';
|
||||
import type { LanguageModel } from 'ai';
|
||||
import { BaseProvider } from '~/lib/modules/llm/base-provider';
|
||||
import type { ModelInfo } from '~/lib/modules/llm/types';
|
||||
import type { IProviderSetting } from '~/types/model';
|
||||
|
||||
export default class HyperbolicProvider extends BaseProvider {
|
||||
name = 'Hyperbolic';
|
||||
getApiKeyLink = 'https://app.hyperbolic.xyz/settings';
|
||||
|
||||
config = {
|
||||
apiTokenKey: 'HYPERBOLIC_API_KEY',
|
||||
};
|
||||
|
||||
staticModels: ModelInfo[] = [
|
||||
{
|
||||
name: 'Qwen/Qwen2.5-Coder-32B-Instruct',
|
||||
label: 'Qwen 2.5 Coder 32B Instruct',
|
||||
provider: 'Hyperbolic',
|
||||
maxTokenAllowed: 8192,
|
||||
},
|
||||
{
|
||||
name: 'Qwen/Qwen2.5-72B-Instruct',
|
||||
label: 'Qwen2.5-72B-Instruct',
|
||||
provider: 'Hyperbolic',
|
||||
maxTokenAllowed: 8192,
|
||||
},
|
||||
{
|
||||
name: 'deepseek-ai/DeepSeek-V2.5',
|
||||
label: 'DeepSeek-V2.5',
|
||||
provider: 'Hyperbolic',
|
||||
maxTokenAllowed: 8192,
|
||||
},
|
||||
{
|
||||
name: 'Qwen/QwQ-32B-Preview',
|
||||
label: 'QwQ-32B-Preview',
|
||||
provider: 'Hyperbolic',
|
||||
maxTokenAllowed: 8192,
|
||||
},
|
||||
{
|
||||
name: 'Qwen/Qwen2-VL-72B-Instruct',
|
||||
label: 'Qwen2-VL-72B-Instruct',
|
||||
provider: 'Hyperbolic',
|
||||
maxTokenAllowed: 8192,
|
||||
},
|
||||
];
|
||||
|
||||
async getDynamicModels(apiKeys?: Record<string, string>, settings?: IProviderSetting): Promise<ModelInfo[]> {
|
||||
const { baseUrl: fetchBaseUrl, apiKey } = this.getProviderBaseUrlAndKey({
|
||||
apiKeys,
|
||||
providerSettings: settings,
|
||||
defaultBaseUrlKey: '',
|
||||
defaultApiTokenKey: 'HYPERBOLIC_API_KEY',
|
||||
});
|
||||
const baseUrl = fetchBaseUrl || 'https://api.hyperbolic.xyz/v1';
|
||||
|
||||
if (!apiKey) {
|
||||
throw `Missing Api Key configuration for ${this.name} provider`;
|
||||
}
|
||||
|
||||
const response = await fetch(`${baseUrl}/models`, {
|
||||
headers: {
|
||||
Authorization: `Bearer ${apiKey}`,
|
||||
},
|
||||
});
|
||||
|
||||
const res = (await response.json()) as any;
|
||||
|
||||
const data = res.data.filter((model: any) => model.object === 'model' && model.supports_chat);
|
||||
|
||||
return data.map((m: any) => ({
|
||||
name: m.id,
|
||||
label: `${m.id} - context ${m.context_length ? Math.floor(m.context_length / 1000) + 'k' : 'N/A'}`,
|
||||
provider: this.name,
|
||||
maxTokenAllowed: m.context_length || 8000,
|
||||
}));
|
||||
}
|
||||
|
||||
getModelInstance(options: {
|
||||
model: string;
|
||||
apiKeys?: Record<string, string>;
|
||||
providerSettings?: Record<string, IProviderSetting>;
|
||||
}): LanguageModel {
|
||||
const { model, apiKeys, providerSettings } = options;
|
||||
|
||||
const { apiKey } = this.getProviderBaseUrlAndKey({
|
||||
apiKeys,
|
||||
providerSettings: providerSettings?.[this.name],
|
||||
defaultBaseUrlKey: '',
|
||||
defaultApiTokenKey: 'HYPERBOLIC_API_KEY',
|
||||
});
|
||||
|
||||
if (!apiKey) {
|
||||
throw `Missing Api Key configuration for ${this.name} provider`;
|
||||
}
|
||||
|
||||
const openai = createOpenAI({
|
||||
baseURL: 'https://api.hyperbolic.xyz/v1/',
|
||||
apiKey,
|
||||
});
|
||||
|
||||
return openai(model);
|
||||
}
|
||||
}
|
||||
87
app/lib/modules/llm/providers/lmstudio.ts
Normal file
87
app/lib/modules/llm/providers/lmstudio.ts
Normal file
@@ -0,0 +1,87 @@
|
||||
import { createOpenAI } from '@ai-sdk/openai';
|
||||
import type { LanguageModel } from 'ai';
|
||||
import { BaseProvider } from '~/lib/modules/llm/base-provider';
|
||||
import type { ModelInfo } from '~/lib/modules/llm/types';
|
||||
import type { IProviderSetting } from '~/types/model';
|
||||
import { logger } from '~/utils/logger';
|
||||
|
||||
export default class LMStudioProvider extends BaseProvider {
|
||||
name = 'LMStudio';
|
||||
getApiKeyLink = 'https://lmstudio.ai/';
|
||||
labelForGetApiKey = 'Get LMStudio';
|
||||
icon = 'i-ph:cloud-arrow-down';
|
||||
|
||||
config = {
|
||||
baseUrlKey: 'LMSTUDIO_API_BASE_URL',
|
||||
baseUrl: 'http://localhost:1234/',
|
||||
};
|
||||
|
||||
staticModels: ModelInfo[] = [];
|
||||
|
||||
async getDynamicModels(apiKeys?: Record<string, string>, settings?: IProviderSetting): Promise<ModelInfo[]> {
|
||||
let { baseUrl } = this.getProviderBaseUrlAndKey({
|
||||
apiKeys,
|
||||
providerSettings: settings,
|
||||
defaultBaseUrlKey: 'LMSTUDIO_API_BASE_URL',
|
||||
defaultApiTokenKey: '',
|
||||
});
|
||||
|
||||
if (!baseUrl) {
|
||||
throw new Error('No baseUrl found for LMStudio provider');
|
||||
}
|
||||
|
||||
if (typeof window === 'undefined') {
|
||||
/*
|
||||
* Running in Server
|
||||
* Backend: Check if we're running in Docker
|
||||
*/
|
||||
const isDocker = process?.env?.RUNNING_IN_DOCKER === 'true';
|
||||
|
||||
baseUrl = isDocker ? baseUrl.replace('localhost', 'host.docker.internal') : baseUrl;
|
||||
baseUrl = isDocker ? baseUrl.replace('127.0.0.1', 'host.docker.internal') : baseUrl;
|
||||
}
|
||||
|
||||
const response = await fetch(`${baseUrl}/v1/models`);
|
||||
const data = (await response.json()) as { data: Array<{ id: string }> };
|
||||
|
||||
return data.data.map((model) => ({
|
||||
name: model.id,
|
||||
label: model.id,
|
||||
provider: this.name,
|
||||
maxTokenAllowed: 8000,
|
||||
}));
|
||||
}
|
||||
getModelInstance: (options: {
|
||||
model: string;
|
||||
apiKeys?: Record<string, string>;
|
||||
providerSettings?: Record<string, IProviderSetting>;
|
||||
}) => LanguageModel = (options) => {
|
||||
const { apiKeys, providerSettings, model } = options;
|
||||
let { baseUrl } = this.getProviderBaseUrlAndKey({
|
||||
apiKeys,
|
||||
providerSettings: providerSettings?.[this.name],
|
||||
defaultBaseUrlKey: 'LMSTUDIO_API_BASE_URL',
|
||||
defaultApiTokenKey: '',
|
||||
});
|
||||
|
||||
if (!baseUrl) {
|
||||
throw new Error('No baseUrl found for LMStudio provider');
|
||||
}
|
||||
|
||||
const isDocker = process?.env?.RUNNING_IN_DOCKER === 'true';
|
||||
|
||||
if (typeof window === 'undefined') {
|
||||
baseUrl = isDocker ? baseUrl.replace('localhost', 'host.docker.internal') : baseUrl;
|
||||
baseUrl = isDocker ? baseUrl.replace('127.0.0.1', 'host.docker.internal') : baseUrl;
|
||||
}
|
||||
|
||||
logger.debug('LMStudio Base Url used: ', baseUrl);
|
||||
|
||||
const lmstudio = createOpenAI({
|
||||
baseURL: `${baseUrl}/v1`,
|
||||
apiKey: '',
|
||||
});
|
||||
|
||||
return lmstudio(model);
|
||||
};
|
||||
}
|
||||
51
app/lib/modules/llm/providers/mistral.ts
Normal file
51
app/lib/modules/llm/providers/mistral.ts
Normal file
@@ -0,0 +1,51 @@
|
||||
import { createMistral } from '@ai-sdk/mistral';
|
||||
import type { LanguageModel } from 'ai';
|
||||
import { BaseProvider } from '~/lib/modules/llm/base-provider';
|
||||
import type { ModelInfo } from '~/lib/modules/llm/types';
|
||||
import type { IProviderSetting } from '~/types/model';
|
||||
|
||||
export default class MistralProvider extends BaseProvider {
|
||||
name = 'Mistral';
|
||||
getApiKeyLink = 'https://console.mistral.ai/api-keys/';
|
||||
|
||||
config = {
|
||||
apiTokenKey: 'MISTRAL_API_KEY',
|
||||
};
|
||||
|
||||
staticModels: ModelInfo[] = [
|
||||
{ name: 'open-mistral-7b', label: 'Mistral 7B', provider: 'Mistral', maxTokenAllowed: 8000 },
|
||||
{ name: 'open-mixtral-8x7b', label: 'Mistral 8x7B', provider: 'Mistral', maxTokenAllowed: 8000 },
|
||||
{ name: 'open-mixtral-8x22b', label: 'Mistral 8x22B', provider: 'Mistral', maxTokenAllowed: 8000 },
|
||||
{ name: 'open-codestral-mamba', label: 'Codestral Mamba', provider: 'Mistral', maxTokenAllowed: 8000 },
|
||||
{ name: 'open-mistral-nemo', label: 'Mistral Nemo', provider: 'Mistral', maxTokenAllowed: 8000 },
|
||||
{ name: 'ministral-8b-latest', label: 'Mistral 8B', provider: 'Mistral', maxTokenAllowed: 8000 },
|
||||
{ name: 'mistral-small-latest', label: 'Mistral Small', provider: 'Mistral', maxTokenAllowed: 8000 },
|
||||
{ name: 'codestral-latest', label: 'Codestral', provider: 'Mistral', maxTokenAllowed: 8000 },
|
||||
{ name: 'mistral-large-latest', label: 'Mistral Large Latest', provider: 'Mistral', maxTokenAllowed: 8000 },
|
||||
];
|
||||
|
||||
getModelInstance(options: {
|
||||
model: string;
|
||||
apiKeys?: Record<string, string>;
|
||||
providerSettings?: Record<string, IProviderSetting>;
|
||||
}): LanguageModel {
|
||||
const { model, apiKeys, providerSettings } = options;
|
||||
|
||||
const { apiKey } = this.getProviderBaseUrlAndKey({
|
||||
apiKeys,
|
||||
providerSettings: providerSettings?.[this.name],
|
||||
defaultBaseUrlKey: '',
|
||||
defaultApiTokenKey: 'MISTRAL_API_KEY',
|
||||
});
|
||||
|
||||
if (!apiKey) {
|
||||
throw new Error(`Missing API key for ${this.name} provider`);
|
||||
}
|
||||
|
||||
const mistral = createMistral({
|
||||
apiKey,
|
||||
});
|
||||
|
||||
return mistral(model);
|
||||
}
|
||||
}
|
||||
113
app/lib/modules/llm/providers/ollama.ts
Normal file
113
app/lib/modules/llm/providers/ollama.ts
Normal file
@@ -0,0 +1,113 @@
|
||||
import type { LanguageModel } from 'ai';
|
||||
import { createOllama } from 'ollama-ai-provider-v2';
|
||||
import { BaseProvider } from '~/lib/modules/llm/base-provider';
|
||||
import type { ModelInfo } from '~/lib/modules/llm/types';
|
||||
import type { IProviderSetting } from '~/types/model';
|
||||
import { logger } from '~/utils/logger';
|
||||
|
||||
interface OllamaModelDetails {
|
||||
parent_model: string;
|
||||
format: string;
|
||||
family: string;
|
||||
families: string[];
|
||||
parameter_size: string;
|
||||
quantization_level: string;
|
||||
}
|
||||
|
||||
export interface OllamaModel {
|
||||
name: string;
|
||||
model: string;
|
||||
modified_at: string;
|
||||
size: number;
|
||||
digest: string;
|
||||
details: OllamaModelDetails;
|
||||
}
|
||||
|
||||
export interface OllamaApiResponse {
|
||||
models: OllamaModel[];
|
||||
}
|
||||
|
||||
export default class OllamaProvider extends BaseProvider {
|
||||
name = 'Ollama';
|
||||
getApiKeyLink = 'https://ollama.com/download';
|
||||
labelForGetApiKey = 'Download Ollama';
|
||||
icon = 'i-ph:cloud-arrow-down';
|
||||
|
||||
config = {
|
||||
baseUrlKey: 'OLLAMA_API_BASE_URL',
|
||||
};
|
||||
|
||||
staticModels: ModelInfo[] = [];
|
||||
|
||||
getDefaultNumCtx(): number {
|
||||
return process.env.DEFAULT_NUM_CTX ? parseInt(process.env.DEFAULT_NUM_CTX, 10) : 32768;
|
||||
}
|
||||
|
||||
async getDynamicModels(apiKeys?: Record<string, string>, settings?: IProviderSetting): Promise<ModelInfo[]> {
|
||||
let { baseUrl } = this.getProviderBaseUrlAndKey({
|
||||
apiKeys,
|
||||
providerSettings: settings,
|
||||
defaultBaseUrlKey: 'OLLAMA_API_BASE_URL',
|
||||
defaultApiTokenKey: '',
|
||||
});
|
||||
|
||||
if (!baseUrl) {
|
||||
throw new Error('No baseUrl found for OLLAMA provider');
|
||||
}
|
||||
|
||||
if (typeof window === 'undefined') {
|
||||
/*
|
||||
* Running in Server
|
||||
* Backend: Check if we're running in Docker
|
||||
*/
|
||||
const isDocker = process?.env?.RUNNING_IN_DOCKER === 'true';
|
||||
|
||||
baseUrl = isDocker ? baseUrl.replace('localhost', 'host.docker.internal') : baseUrl;
|
||||
baseUrl = isDocker ? baseUrl.replace('127.0.0.1', 'host.docker.internal') : baseUrl;
|
||||
}
|
||||
|
||||
const response = await fetch(`${baseUrl}/api/tags`);
|
||||
const data = (await response.json()) as OllamaApiResponse;
|
||||
|
||||
// console.log({ ollamamodels: data.models });
|
||||
|
||||
return data.models.map((model: OllamaModel) => ({
|
||||
name: model.name,
|
||||
label: `${model.name} (${model.details.parameter_size})`,
|
||||
provider: this.name,
|
||||
maxTokenAllowed: 8000,
|
||||
}));
|
||||
}
|
||||
|
||||
getModelInstance: (options: {
|
||||
model: string;
|
||||
apiKeys?: Record<string, string>;
|
||||
providerSettings?: Record<string, IProviderSetting>;
|
||||
}) => LanguageModel = (options) => {
|
||||
const { apiKeys, providerSettings, model } = options;
|
||||
|
||||
let { baseUrl } = this.getProviderBaseUrlAndKey({
|
||||
apiKeys,
|
||||
providerSettings: providerSettings?.[this.name],
|
||||
defaultBaseUrlKey: 'OLLAMA_API_BASE_URL',
|
||||
defaultApiTokenKey: '',
|
||||
});
|
||||
|
||||
// Backend: Check if we're running in Docker
|
||||
if (!baseUrl) {
|
||||
throw new Error('No baseUrl found for OLLAMA provider');
|
||||
}
|
||||
|
||||
const isDocker = process?.env?.RUNNING_IN_DOCKER === 'true';
|
||||
baseUrl = isDocker ? baseUrl.replace('localhost', 'host.docker.internal') : baseUrl;
|
||||
baseUrl = isDocker ? baseUrl.replace('127.0.0.1', 'host.docker.internal') : baseUrl;
|
||||
|
||||
logger.debug('Ollama Base Url used: ', baseUrl);
|
||||
|
||||
const ollama = createOllama({
|
||||
baseURL: `${baseUrl}/api`,
|
||||
});
|
||||
|
||||
return ollama(model);
|
||||
};
|
||||
}
|
||||
128
app/lib/modules/llm/providers/open-router.ts
Normal file
128
app/lib/modules/llm/providers/open-router.ts
Normal file
@@ -0,0 +1,128 @@
|
||||
import { createOpenRouter } from '@openrouter/ai-sdk-provider';
|
||||
import type { LanguageModel } from 'ai';
|
||||
import { BaseProvider } from '~/lib/modules/llm/base-provider';
|
||||
import type { ModelInfo } from '~/lib/modules/llm/types';
|
||||
import type { IProviderSetting } from '~/types/model';
|
||||
|
||||
interface OpenRouterModel {
|
||||
name: string;
|
||||
id: string;
|
||||
context_length: number;
|
||||
pricing: {
|
||||
prompt: number;
|
||||
completion: number;
|
||||
};
|
||||
}
|
||||
|
||||
interface OpenRouterModelsResponse {
|
||||
data: OpenRouterModel[];
|
||||
}
|
||||
|
||||
export default class OpenRouterProvider extends BaseProvider {
|
||||
name = 'OpenRouter';
|
||||
getApiKeyLink = 'https://openrouter.ai/settings/keys';
|
||||
|
||||
config = {
|
||||
apiTokenKey: 'OPEN_ROUTER_API_KEY',
|
||||
};
|
||||
|
||||
staticModels: ModelInfo[] = [
|
||||
{
|
||||
name: 'anthropic/claude-3.5-sonnet',
|
||||
label: 'Anthropic: Claude 3.5 Sonnet (OpenRouter)',
|
||||
provider: 'OpenRouter',
|
||||
maxTokenAllowed: 8000,
|
||||
},
|
||||
{
|
||||
name: 'anthropic/claude-3-haiku',
|
||||
label: 'Anthropic: Claude 3 Haiku (OpenRouter)',
|
||||
provider: 'OpenRouter',
|
||||
maxTokenAllowed: 8000,
|
||||
},
|
||||
{
|
||||
name: 'deepseek/deepseek-coder',
|
||||
label: 'Deepseek-Coder V2 236B (OpenRouter)',
|
||||
provider: 'OpenRouter',
|
||||
maxTokenAllowed: 8000,
|
||||
},
|
||||
{
|
||||
name: 'google/gemini-flash-1.5',
|
||||
label: 'Google Gemini Flash 1.5 (OpenRouter)',
|
||||
provider: 'OpenRouter',
|
||||
maxTokenAllowed: 8000,
|
||||
},
|
||||
{
|
||||
name: 'google/gemini-pro-1.5',
|
||||
label: 'Google Gemini Pro 1.5 (OpenRouter)',
|
||||
provider: 'OpenRouter',
|
||||
maxTokenAllowed: 8000,
|
||||
},
|
||||
{ name: 'x-ai/grok-beta', label: 'xAI Grok Beta (OpenRouter)', provider: 'OpenRouter', maxTokenAllowed: 8000 },
|
||||
{
|
||||
name: 'mistralai/mistral-nemo',
|
||||
label: 'OpenRouter Mistral Nemo (OpenRouter)',
|
||||
provider: 'OpenRouter',
|
||||
maxTokenAllowed: 8000,
|
||||
},
|
||||
{
|
||||
name: 'qwen/qwen-110b-chat',
|
||||
label: 'OpenRouter Qwen 110b Chat (OpenRouter)',
|
||||
provider: 'OpenRouter',
|
||||
maxTokenAllowed: 8000,
|
||||
},
|
||||
{ name: 'cohere/command', label: 'Cohere Command (OpenRouter)', provider: 'OpenRouter', maxTokenAllowed: 4096 },
|
||||
];
|
||||
|
||||
async getDynamicModels(
|
||||
_apiKeys?: Record<string, string>,
|
||||
_settings?: IProviderSetting,
|
||||
_serverEnv: Record<string, string> = {},
|
||||
): Promise<ModelInfo[]> {
|
||||
try {
|
||||
const response = await fetch('https://openrouter.ai/api/v1/models', {
|
||||
headers: {
|
||||
'Content-Type': 'application/json',
|
||||
},
|
||||
});
|
||||
|
||||
const data = (await response.json()) as OpenRouterModelsResponse;
|
||||
|
||||
return data.data
|
||||
.sort((a, b) => a.name.localeCompare(b.name))
|
||||
.map((m) => ({
|
||||
name: m.id,
|
||||
label: `${m.name} - in:$${(m.pricing.prompt * 1_000_000).toFixed(2)} out:$${(m.pricing.completion * 1_000_000).toFixed(2)} - context ${Math.floor(m.context_length / 1000)}k`,
|
||||
provider: this.name,
|
||||
maxTokenAllowed: 8000,
|
||||
}));
|
||||
} catch (error) {
|
||||
console.error('Error getting OpenRouter models:', error);
|
||||
return [];
|
||||
}
|
||||
}
|
||||
|
||||
getModelInstance(options: {
|
||||
model: string;
|
||||
apiKeys?: Record<string, string>;
|
||||
providerSettings?: Record<string, IProviderSetting>;
|
||||
}): LanguageModel {
|
||||
const { model, apiKeys, providerSettings } = options;
|
||||
|
||||
const { apiKey } = this.getProviderBaseUrlAndKey({
|
||||
apiKeys,
|
||||
providerSettings: providerSettings?.[this.name],
|
||||
defaultBaseUrlKey: '',
|
||||
defaultApiTokenKey: 'OPEN_ROUTER_API_KEY',
|
||||
});
|
||||
|
||||
if (!apiKey) {
|
||||
throw new Error(`Missing API key for ${this.name} provider`);
|
||||
}
|
||||
|
||||
const openRouter = createOpenRouter({
|
||||
apiKey,
|
||||
});
|
||||
|
||||
return openRouter.chat(model);
|
||||
}
|
||||
}
|
||||
65
app/lib/modules/llm/providers/openai-like.ts
Normal file
65
app/lib/modules/llm/providers/openai-like.ts
Normal file
@@ -0,0 +1,65 @@
|
||||
import type { LanguageModel } from 'ai';
|
||||
import { BaseProvider, getOpenAILikeModel } from '~/lib/modules/llm/base-provider';
|
||||
import type { ModelInfo } from '~/lib/modules/llm/types';
|
||||
import type { IProviderSetting } from '~/types/model';
|
||||
|
||||
export default class OpenAILikeProvider extends BaseProvider {
|
||||
name = 'OpenAILike';
|
||||
getApiKeyLink = undefined;
|
||||
|
||||
config = {
|
||||
baseUrlKey: 'OPENAI_LIKE_API_BASE_URL',
|
||||
apiTokenKey: 'OPENAI_LIKE_API_KEY',
|
||||
};
|
||||
|
||||
staticModels: ModelInfo[] = [];
|
||||
|
||||
async getDynamicModels(apiKeys?: Record<string, string>, settings?: IProviderSetting): Promise<ModelInfo[]> {
|
||||
const { baseUrl, apiKey } = this.getProviderBaseUrlAndKey({
|
||||
apiKeys,
|
||||
providerSettings: settings,
|
||||
defaultBaseUrlKey: 'OPENAI_LIKE_API_BASE_URL',
|
||||
defaultApiTokenKey: 'OPENAI_LIKE_API_KEY',
|
||||
});
|
||||
|
||||
if (!baseUrl || !apiKey) {
|
||||
return [];
|
||||
}
|
||||
|
||||
const response = await fetch(`${baseUrl}/models`, {
|
||||
headers: {
|
||||
Authorization: `Bearer ${apiKey}`,
|
||||
},
|
||||
});
|
||||
|
||||
const res = (await response.json()) as any;
|
||||
|
||||
return res.data.map((model: any) => ({
|
||||
name: model.id,
|
||||
label: model.id,
|
||||
provider: this.name,
|
||||
maxTokenAllowed: 8000,
|
||||
}));
|
||||
}
|
||||
|
||||
getModelInstance(options: {
|
||||
model: string;
|
||||
apiKeys?: Record<string, string>;
|
||||
providerSettings?: Record<string, IProviderSetting>;
|
||||
}): LanguageModel {
|
||||
const { model, apiKeys, providerSettings } = options;
|
||||
|
||||
const { baseUrl, apiKey } = this.getProviderBaseUrlAndKey({
|
||||
apiKeys,
|
||||
providerSettings: providerSettings?.[this.name],
|
||||
defaultBaseUrlKey: 'OPENAI_LIKE_API_BASE_URL',
|
||||
defaultApiTokenKey: 'OPENAI_LIKE_API_KEY',
|
||||
});
|
||||
|
||||
if (!baseUrl || !apiKey) {
|
||||
throw new Error(`Missing configuration for ${this.name} provider`);
|
||||
}
|
||||
|
||||
return getOpenAILikeModel(baseUrl, apiKey, model);
|
||||
}
|
||||
}
|
||||
83
app/lib/modules/llm/providers/openai.ts
Normal file
83
app/lib/modules/llm/providers/openai.ts
Normal file
@@ -0,0 +1,83 @@
|
||||
import { createOpenAI } from '@ai-sdk/openai';
|
||||
import type { LanguageModel } from 'ai';
|
||||
import { BaseProvider } from '~/lib/modules/llm/base-provider';
|
||||
import type { ModelInfo } from '~/lib/modules/llm/types';
|
||||
import type { IProviderSetting } from '~/types/model';
|
||||
|
||||
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): Promise<ModelInfo[]> {
|
||||
const { apiKey } = this.getProviderBaseUrlAndKey({
|
||||
apiKeys,
|
||||
providerSettings: settings,
|
||||
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;
|
||||
apiKeys?: Record<string, string>;
|
||||
providerSettings?: Record<string, IProviderSetting>;
|
||||
}): LanguageModel {
|
||||
const { model, apiKeys, providerSettings } = options;
|
||||
|
||||
const { apiKey } = this.getProviderBaseUrlAndKey({
|
||||
apiKeys,
|
||||
providerSettings: providerSettings?.[this.name],
|
||||
defaultBaseUrlKey: '',
|
||||
defaultApiTokenKey: 'OPENAI_API_KEY',
|
||||
});
|
||||
|
||||
if (!apiKey) {
|
||||
throw new Error(`Missing API key for ${this.name} provider`);
|
||||
}
|
||||
|
||||
const openai = createOpenAI({
|
||||
apiKey,
|
||||
});
|
||||
|
||||
return openai(model);
|
||||
}
|
||||
}
|
||||
61
app/lib/modules/llm/providers/perplexity.ts
Normal file
61
app/lib/modules/llm/providers/perplexity.ts
Normal file
@@ -0,0 +1,61 @@
|
||||
import { createOpenAI } from '@ai-sdk/openai';
|
||||
import type { LanguageModel } from 'ai';
|
||||
import { BaseProvider } from '~/lib/modules/llm/base-provider';
|
||||
import type { ModelInfo } from '~/lib/modules/llm/types';
|
||||
import type { IProviderSetting } from '~/types/model';
|
||||
|
||||
export default class PerplexityProvider extends BaseProvider {
|
||||
name = 'Perplexity';
|
||||
getApiKeyLink = 'https://www.perplexity.ai/settings/api';
|
||||
|
||||
config = {
|
||||
apiTokenKey: 'PERPLEXITY_API_KEY',
|
||||
};
|
||||
|
||||
staticModels: ModelInfo[] = [
|
||||
{
|
||||
name: 'llama-3.1-sonar-small-128k-online',
|
||||
label: 'Sonar Small Online',
|
||||
provider: 'Perplexity',
|
||||
maxTokenAllowed: 8192,
|
||||
},
|
||||
{
|
||||
name: 'llama-3.1-sonar-large-128k-online',
|
||||
label: 'Sonar Large Online',
|
||||
provider: 'Perplexity',
|
||||
maxTokenAllowed: 8192,
|
||||
},
|
||||
{
|
||||
name: 'llama-3.1-sonar-huge-128k-online',
|
||||
label: 'Sonar Huge Online',
|
||||
provider: 'Perplexity',
|
||||
maxTokenAllowed: 8192,
|
||||
},
|
||||
];
|
||||
|
||||
getModelInstance(options: {
|
||||
model: string;
|
||||
apiKeys?: Record<string, string>;
|
||||
providerSettings?: Record<string, IProviderSetting>;
|
||||
}): LanguageModel {
|
||||
const { model, apiKeys, providerSettings } = options;
|
||||
|
||||
const { apiKey } = this.getProviderBaseUrlAndKey({
|
||||
apiKeys,
|
||||
providerSettings: providerSettings?.[this.name],
|
||||
defaultBaseUrlKey: '',
|
||||
defaultApiTokenKey: 'PERPLEXITY_API_KEY',
|
||||
});
|
||||
|
||||
if (!apiKey) {
|
||||
throw new Error(`Missing API key for ${this.name} provider`);
|
||||
}
|
||||
|
||||
const perplexity = createOpenAI({
|
||||
baseURL: 'https://api.perplexity.ai/',
|
||||
apiKey,
|
||||
});
|
||||
|
||||
return perplexity(model);
|
||||
}
|
||||
}
|
||||
88
app/lib/modules/llm/providers/together.ts
Normal file
88
app/lib/modules/llm/providers/together.ts
Normal file
@@ -0,0 +1,88 @@
|
||||
import type { LanguageModel } from 'ai';
|
||||
import { BaseProvider, getOpenAILikeModel } from '~/lib/modules/llm/base-provider';
|
||||
import type { ModelInfo } from '~/lib/modules/llm/types';
|
||||
import type { IProviderSetting } from '~/types/model';
|
||||
|
||||
export default class TogetherProvider extends BaseProvider {
|
||||
name = 'Together';
|
||||
getApiKeyLink = 'https://api.together.xyz/settings/api-keys';
|
||||
|
||||
config = {
|
||||
baseUrlKey: 'TOGETHER_API_BASE_URL',
|
||||
apiTokenKey: 'TOGETHER_API_KEY',
|
||||
};
|
||||
|
||||
staticModels: ModelInfo[] = [
|
||||
{
|
||||
name: 'Qwen/Qwen2.5-Coder-32B-Instruct',
|
||||
label: 'Qwen/Qwen2.5-Coder-32B-Instruct',
|
||||
provider: 'Together',
|
||||
maxTokenAllowed: 8000,
|
||||
},
|
||||
{
|
||||
name: 'meta-llama/Llama-3.2-90B-Vision-Instruct-Turbo',
|
||||
label: 'meta-llama/Llama-3.2-90B-Vision-Instruct-Turbo',
|
||||
provider: 'Together',
|
||||
maxTokenAllowed: 8000,
|
||||
},
|
||||
{
|
||||
name: 'mistralai/Mixtral-8x7B-Instruct-v0.1',
|
||||
label: 'Mixtral 8x7B Instruct',
|
||||
provider: 'Together',
|
||||
maxTokenAllowed: 8192,
|
||||
},
|
||||
];
|
||||
|
||||
async getDynamicModels(apiKeys?: Record<string, string>, settings?: IProviderSetting): Promise<ModelInfo[]> {
|
||||
const { baseUrl: fetchBaseUrl, apiKey } = this.getProviderBaseUrlAndKey({
|
||||
apiKeys,
|
||||
providerSettings: settings,
|
||||
defaultBaseUrlKey: 'TOGETHER_API_BASE_URL',
|
||||
defaultApiTokenKey: 'TOGETHER_API_KEY',
|
||||
});
|
||||
const baseUrl = fetchBaseUrl || 'https://api.together.xyz/v1';
|
||||
|
||||
if (!baseUrl || !apiKey) {
|
||||
return [];
|
||||
}
|
||||
|
||||
// console.log({ baseUrl, apiKey });
|
||||
|
||||
const response = await fetch(`${baseUrl}/models`, {
|
||||
headers: {
|
||||
Authorization: `Bearer ${apiKey}`,
|
||||
},
|
||||
});
|
||||
|
||||
const res = (await response.json()) as any;
|
||||
const data = (res || []).filter((model: any) => model.type === 'chat');
|
||||
|
||||
return data.map((m: any) => ({
|
||||
name: m.id,
|
||||
label: `${m.display_name} - in:$${m.pricing.input.toFixed(2)} out:$${m.pricing.output.toFixed(2)} - context ${Math.floor(m.context_length / 1000)}k`,
|
||||
provider: this.name,
|
||||
maxTokenAllowed: 8000,
|
||||
}));
|
||||
}
|
||||
|
||||
getModelInstance(options: {
|
||||
model: string;
|
||||
apiKeys?: Record<string, string>;
|
||||
providerSettings?: Record<string, IProviderSetting>;
|
||||
}): LanguageModel {
|
||||
const { model, apiKeys, providerSettings } = options;
|
||||
|
||||
const { baseUrl, apiKey } = this.getProviderBaseUrlAndKey({
|
||||
apiKeys,
|
||||
providerSettings: providerSettings?.[this.name],
|
||||
defaultBaseUrlKey: 'TOGETHER_API_BASE_URL',
|
||||
defaultApiTokenKey: 'TOGETHER_API_KEY',
|
||||
});
|
||||
|
||||
if (!baseUrl || !apiKey) {
|
||||
throw new Error(`Missing configuration for ${this.name} provider`);
|
||||
}
|
||||
|
||||
return getOpenAILikeModel(baseUrl, apiKey, model);
|
||||
}
|
||||
}
|
||||
45
app/lib/modules/llm/providers/xai.ts
Normal file
45
app/lib/modules/llm/providers/xai.ts
Normal file
@@ -0,0 +1,45 @@
|
||||
import { createOpenAI } from '@ai-sdk/openai';
|
||||
import type { LanguageModel } from 'ai';
|
||||
import { BaseProvider } from '~/lib/modules/llm/base-provider';
|
||||
import type { ModelInfo } from '~/lib/modules/llm/types';
|
||||
import type { IProviderSetting } from '~/types/model';
|
||||
|
||||
export default class XAIProvider extends BaseProvider {
|
||||
name = 'xAI';
|
||||
getApiKeyLink = 'https://docs.x.ai/docs/quickstart#creating-an-api-key';
|
||||
|
||||
config = {
|
||||
apiTokenKey: 'XAI_API_KEY',
|
||||
};
|
||||
|
||||
staticModels: ModelInfo[] = [
|
||||
{ name: 'grok-beta', label: 'xAI Grok Beta', provider: 'xAI', maxTokenAllowed: 8000 },
|
||||
{ name: 'grok-2-1212', label: 'xAI Grok2 1212', provider: 'xAI', maxTokenAllowed: 8000 },
|
||||
];
|
||||
|
||||
getModelInstance(options: {
|
||||
model: string;
|
||||
apiKeys?: Record<string, string>;
|
||||
providerSettings?: Record<string, IProviderSetting>;
|
||||
}): LanguageModel {
|
||||
const { model, apiKeys, providerSettings } = options;
|
||||
|
||||
const { apiKey } = this.getProviderBaseUrlAndKey({
|
||||
apiKeys,
|
||||
providerSettings: providerSettings?.[this.name],
|
||||
defaultBaseUrlKey: '',
|
||||
defaultApiTokenKey: 'XAI_API_KEY',
|
||||
});
|
||||
|
||||
if (!apiKey) {
|
||||
throw new Error(`Missing API key for ${this.name} provider`);
|
||||
}
|
||||
|
||||
const openai = createOpenAI({
|
||||
baseURL: 'https://api.x.ai/v1',
|
||||
apiKey,
|
||||
});
|
||||
|
||||
return openai(model);
|
||||
}
|
||||
}
|
||||
39
app/lib/modules/llm/registry.ts
Normal file
39
app/lib/modules/llm/registry.ts
Normal file
@@ -0,0 +1,39 @@
|
||||
import AmazonBedrockProvider from './providers/amazon-bedrock';
|
||||
import AnthropicProvider from './providers/anthropic';
|
||||
import CohereProvider from './providers/cohere';
|
||||
import DeepseekProvider from './providers/deepseek';
|
||||
import GithubProvider from './providers/github';
|
||||
import GoogleProvider from './providers/google';
|
||||
import GroqProvider from './providers/groq';
|
||||
import HuggingFaceProvider from './providers/huggingface';
|
||||
import HyperbolicProvider from './providers/hyperbolic';
|
||||
import LMStudioProvider from './providers/lmstudio';
|
||||
import MistralProvider from './providers/mistral';
|
||||
import OllamaProvider from './providers/ollama';
|
||||
import OpenRouterProvider from './providers/open-router';
|
||||
import OpenAIProvider from './providers/openai';
|
||||
import OpenAILikeProvider from './providers/openai-like';
|
||||
import PerplexityProvider from './providers/perplexity';
|
||||
import TogetherProvider from './providers/together';
|
||||
import XAIProvider from './providers/xai';
|
||||
|
||||
export {
|
||||
AnthropicProvider,
|
||||
CohereProvider,
|
||||
DeepseekProvider,
|
||||
GoogleProvider,
|
||||
GroqProvider,
|
||||
HuggingFaceProvider,
|
||||
HyperbolicProvider,
|
||||
MistralProvider,
|
||||
OllamaProvider,
|
||||
OpenAIProvider,
|
||||
OpenRouterProvider,
|
||||
OpenAILikeProvider,
|
||||
PerplexityProvider,
|
||||
XAIProvider,
|
||||
TogetherProvider,
|
||||
LMStudioProvider,
|
||||
AmazonBedrockProvider,
|
||||
GithubProvider,
|
||||
};
|
||||
28
app/lib/modules/llm/types.ts
Normal file
28
app/lib/modules/llm/types.ts
Normal file
@@ -0,0 +1,28 @@
|
||||
import type { LanguageModel } from 'ai';
|
||||
import type { IProviderSetting } from '~/types/model';
|
||||
|
||||
export interface ModelInfo {
|
||||
name: string;
|
||||
label: string;
|
||||
provider: string;
|
||||
maxTokenAllowed: number;
|
||||
}
|
||||
|
||||
export interface ProviderInfo {
|
||||
name: string;
|
||||
staticModels: ModelInfo[];
|
||||
getDynamicModels?: (apiKeys?: Record<string, string>, settings?: IProviderSetting) => Promise<ModelInfo[]>;
|
||||
getModelInstance: (options: {
|
||||
model: string;
|
||||
apiKeys?: Record<string, string>;
|
||||
providerSettings?: Record<string, IProviderSetting>;
|
||||
}) => LanguageModel;
|
||||
getApiKeyLink?: string;
|
||||
labelForGetApiKey?: string;
|
||||
icon?: string;
|
||||
}
|
||||
export interface ProviderConfig {
|
||||
baseUrlKey?: string;
|
||||
baseUrl?: string;
|
||||
apiTokenKey?: string;
|
||||
}
|
||||
Reference in New Issue
Block a user