feat(core): Added support for Exo AI provider
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128
ts/provider.exo.ts
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128
ts/provider.exo.ts
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import * as plugins from './plugins.js';
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import * as paths from './paths.js';
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import { MultiModalModel } from './abstract.classes.multimodal.js';
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import type { ChatOptions, ChatResponse, ChatMessage } from './abstract.classes.multimodal.js';
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import type { ChatCompletionMessageParam } from 'openai/resources/chat/completions';
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export interface IExoProviderOptions {
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exoBaseUrl?: string;
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apiKey?: string;
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}
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export class ExoProvider extends MultiModalModel {
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private options: IExoProviderOptions;
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public openAiApiClient: plugins.openai.default;
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constructor(optionsArg: IExoProviderOptions = {}) {
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super();
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this.options = {
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exoBaseUrl: 'http://localhost:8080/v1', // Default Exo API endpoint
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...optionsArg
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};
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}
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public async start() {
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this.openAiApiClient = new plugins.openai.default({
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apiKey: this.options.apiKey || 'not-needed', // Exo might not require an API key for local deployment
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baseURL: this.options.exoBaseUrl,
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});
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}
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public async stop() {}
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public async chatStream(input: ReadableStream<Uint8Array>): Promise<ReadableStream<string>> {
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// Create a TextDecoder to handle incoming chunks
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const decoder = new TextDecoder();
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let buffer = '';
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let currentMessage: { role: string; content: string; } | null = null;
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// Create a TransformStream to process the input
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const transform = new TransformStream<Uint8Array, string>({
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async transform(chunk, controller) {
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buffer += decoder.decode(chunk, { stream: true });
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// Try to parse complete JSON messages from the buffer
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while (true) {
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const newlineIndex = buffer.indexOf('\n');
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if (newlineIndex === -1) break;
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const line = buffer.slice(0, newlineIndex);
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buffer = buffer.slice(newlineIndex + 1);
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if (line.trim()) {
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try {
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const message = JSON.parse(line);
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currentMessage = message;
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// Process the message based on its type
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if (message.type === 'message') {
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const response = await this.chat({
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systemMessage: '',
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userMessage: message.content,
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messageHistory: [{ role: message.role as 'user' | 'assistant' | 'system', content: message.content }]
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});
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controller.enqueue(JSON.stringify(response) + '\n');
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}
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} catch (error) {
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console.error('Error processing message:', error);
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}
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}
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}
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},
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flush(controller) {
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if (buffer) {
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try {
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const message = JSON.parse(buffer);
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currentMessage = message;
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} catch (error) {
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console.error('Error processing remaining buffer:', error);
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}
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}
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}
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});
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return input.pipeThrough(transform);
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}
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public async chat(options: ChatOptions): Promise<ChatResponse> {
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const messages: ChatCompletionMessageParam[] = [
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{ role: 'system', content: options.systemMessage },
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...options.messageHistory,
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{ role: 'user', content: options.userMessage }
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];
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try {
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const response = await this.openAiApiClient.chat.completions.create({
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model: 'local-model', // Exo uses local models
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messages: messages,
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stream: false
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});
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return {
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role: 'assistant',
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message: response.choices[0]?.message?.content || ''
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};
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} catch (error) {
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console.error('Error in chat completion:', error);
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throw error;
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}
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}
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public async audio(optionsArg: { message: string }): Promise<NodeJS.ReadableStream> {
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throw new Error('Audio generation is not supported by Exo provider');
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}
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public async vision(optionsArg: { image: Buffer; prompt: string }): Promise<string> {
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throw new Error('Vision processing is not supported by Exo provider');
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}
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public async document(optionsArg: {
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systemMessage: string;
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userMessage: string;
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pdfDocuments: Uint8Array[];
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messageHistory: ChatMessage[];
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}): Promise<{ message: any }> {
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throw new Error('Document processing is not supported by Exo provider');
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}
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}
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