mirror of
https://github.com/ItzCrazyKns/Perplexica.git
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feat(providers): add rest of the providers
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152
src/lib/models/providers/aiml.ts
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152
src/lib/models/providers/aiml.ts
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import { BaseChatModel } from '@langchain/core/language_models/chat_models';
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import { Model, ModelList, ProviderMetadata } from '../types';
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import BaseModelProvider from './baseProvider';
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import { ChatOpenAI, OpenAIEmbeddings } from '@langchain/openai';
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import { Embeddings } from '@langchain/core/embeddings';
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import { UIConfigField } from '@/lib/config/types';
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import { getConfiguredModelProviderById } from '@/lib/config/serverRegistry';
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interface AimlConfig {
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apiKey: string;
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}
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const providerConfigFields: UIConfigField[] = [
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{
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type: 'password',
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name: 'API Key',
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key: 'apiKey',
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description: 'Your AI/ML API key',
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required: true,
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placeholder: 'AI/ML API Key',
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env: 'AIML_API_KEY',
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scope: 'server',
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},
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];
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class AimlProvider extends BaseModelProvider<AimlConfig> {
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constructor(id: string, name: string, config: AimlConfig) {
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super(id, name, config);
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}
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async getDefaultModels(): Promise<ModelList> {
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try {
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const res = await fetch('https://api.aimlapi.com/models', {
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method: 'GET',
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headers: {
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'Content-Type': 'application/json',
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Authorization: `Bearer ${this.config.apiKey}`,
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},
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});
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const data = await res.json();
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const chatModels: Model[] = data.data
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.filter((m: any) => m.type === 'chat-completion')
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.map((m: any) => {
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return {
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name: m.id,
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key: m.id,
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};
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});
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const embeddingModels: Model[] = data.data
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.filter((m: any) => m.type === 'embedding')
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.map((m: any) => {
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return {
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name: m.id,
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key: m.id,
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};
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});
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return {
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embedding: embeddingModels,
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chat: chatModels,
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};
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} catch (err) {
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if (err instanceof TypeError) {
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throw new Error(
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'Error connecting to AI/ML API. Please ensure your API key is correct and the service is available.',
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);
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}
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throw err;
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}
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}
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async getModelList(): Promise<ModelList> {
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const defaultModels = await this.getDefaultModels();
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const configProvider = getConfiguredModelProviderById(this.id)!;
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return {
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embedding: [
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...defaultModels.embedding,
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...configProvider.embeddingModels,
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],
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chat: [...defaultModels.chat, ...configProvider.chatModels],
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};
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}
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async loadChatModel(key: string): Promise<BaseChatModel> {
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const modelList = await this.getModelList();
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const exists = modelList.chat.find((m) => m.key === key);
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if (!exists) {
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throw new Error(
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'Error Loading AI/ML API Chat Model. Invalid Model Selected',
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);
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}
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return new ChatOpenAI({
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apiKey: this.config.apiKey,
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temperature: 0.7,
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model: key,
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configuration: {
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baseURL: 'https://api.aimlapi.com',
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},
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});
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}
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async loadEmbeddingModel(key: string): Promise<Embeddings> {
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const modelList = await this.getModelList();
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const exists = modelList.embedding.find((m) => m.key === key);
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if (!exists) {
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throw new Error(
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'Error Loading AI/ML API Embedding Model. Invalid Model Selected.',
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);
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}
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return new OpenAIEmbeddings({
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apiKey: this.config.apiKey,
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model: key,
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configuration: {
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baseURL: 'https://api.aimlapi.com',
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},
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});
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}
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static parseAndValidate(raw: any): AimlConfig {
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if (!raw || typeof raw !== 'object')
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throw new Error('Invalid config provided. Expected object');
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if (!raw.apiKey)
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throw new Error('Invalid config provided. API key must be provided');
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return {
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apiKey: String(raw.apiKey),
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};
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}
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static getProviderConfigFields(): UIConfigField[] {
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return providerConfigFields;
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}
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static getProviderMetadata(): ProviderMetadata {
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return {
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key: 'aiml',
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name: 'AI/ML API',
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};
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}
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}
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export default AimlProvider;
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