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const crypto = require('crypto'); |
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const BaseClient = require('../BaseClient'); |
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const { maxTokensMap } = require('../../../utils'); |
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class FakeClient extends BaseClient { |
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constructor(apiKey, options = {}) { |
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super(apiKey, options); |
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this.sender = 'AI Assistant'; |
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this.setOptions(options); |
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} |
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setOptions(options) { |
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if (this.options && !this.options.replaceOptions) { |
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this.options.modelOptions = { |
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...this.options.modelOptions, |
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...options.modelOptions, |
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}; |
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delete options.modelOptions; |
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this.options = { |
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...this.options, |
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...options, |
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}; |
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} else { |
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this.options = options; |
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} |
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if (this.options.openaiApiKey) { |
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this.apiKey = this.options.openaiApiKey; |
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} |
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const modelOptions = this.options.modelOptions || {}; |
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if (!this.modelOptions) { |
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this.modelOptions = { |
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...modelOptions, |
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model: modelOptions.model || 'gpt-3.5-turbo', |
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temperature: |
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typeof modelOptions.temperature === 'undefined' ? 0.8 : modelOptions.temperature, |
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top_p: typeof modelOptions.top_p === 'undefined' ? 1 : modelOptions.top_p, |
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presence_penalty: |
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typeof modelOptions.presence_penalty === 'undefined' ? 1 : modelOptions.presence_penalty, |
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stop: modelOptions.stop, |
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}; |
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} |
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this.maxContextTokens = maxTokensMap[this.modelOptions.model] ?? 4097; |
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} |
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getCompletion() {} |
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buildMessages() {} |
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getTokenCount(str) { |
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return str.length; |
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} |
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getTokenCountForMessage(message) { |
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return message?.content?.length || message.length; |
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} |
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} |
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const initializeFakeClient = (apiKey, options, fakeMessages) => { |
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let TestClient = new FakeClient(apiKey); |
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TestClient.options = options; |
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TestClient.abortController = { abort: jest.fn() }; |
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TestClient.saveMessageToDatabase = jest.fn(); |
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TestClient.loadHistory = jest |
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.fn() |
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.mockImplementation((conversationId, parentMessageId = null) => { |
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if (!conversationId) { |
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TestClient.currentMessages = []; |
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return Promise.resolve([]); |
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} |
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const orderedMessages = TestClient.constructor.getMessagesForConversation( |
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fakeMessages, |
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parentMessageId, |
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); |
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TestClient.currentMessages = orderedMessages; |
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return Promise.resolve(orderedMessages); |
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}); |
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TestClient.getSaveOptions = jest.fn().mockImplementation(() => { |
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return {}; |
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}); |
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TestClient.getBuildMessagesOptions = jest.fn().mockImplementation(() => { |
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return {}; |
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}); |
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TestClient.sendCompletion = jest.fn(async () => { |
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return 'Mock response text'; |
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}); |
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TestClient.sendMessage = jest.fn().mockImplementation(async (message, opts = {}) => { |
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if (opts && typeof opts === 'object') { |
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TestClient.setOptions(opts); |
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} |
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const user = opts.user || null; |
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const conversationId = opts.conversationId || crypto.randomUUID(); |
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const parentMessageId = opts.parentMessageId || '00000000-0000-0000-0000-000000000000'; |
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const userMessageId = opts.overrideParentMessageId || crypto.randomUUID(); |
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const saveOptions = TestClient.getSaveOptions(); |
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this.pastMessages = await TestClient.loadHistory( |
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conversationId, |
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TestClient.options?.parentMessageId, |
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); |
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const userMessage = { |
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text: message, |
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sender: TestClient.sender, |
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isCreatedByUser: true, |
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messageId: userMessageId, |
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parentMessageId, |
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conversationId, |
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}; |
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const response = { |
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sender: TestClient.sender, |
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text: 'Hello, User!', |
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isCreatedByUser: false, |
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messageId: crypto.randomUUID(), |
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parentMessageId: userMessage.messageId, |
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conversationId, |
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}; |
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fakeMessages.push(userMessage); |
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fakeMessages.push(response); |
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if (typeof opts.getIds === 'function') { |
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opts.getIds({ |
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userMessage, |
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conversationId, |
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responseMessageId: response.messageId, |
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}); |
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} |
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if (typeof opts.onStart === 'function') { |
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opts.onStart(userMessage); |
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} |
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let { prompt: payload, tokenCountMap } = await TestClient.buildMessages( |
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this.currentMessages, |
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userMessage.messageId, |
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TestClient.getBuildMessagesOptions(opts), |
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); |
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if (tokenCountMap) { |
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payload = payload.map((message, i) => { |
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const { tokenCount, ...messageWithoutTokenCount } = message; |
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if (i === payload.length - 1) { |
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userMessage.tokenCount = message.tokenCount; |
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console.debug( |
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`Token count for user message: ${tokenCount}`, |
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`Instruction Tokens: ${tokenCountMap.instructions || 'N/A'}`, |
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); |
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} |
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return messageWithoutTokenCount; |
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}); |
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TestClient.handleTokenCountMap(tokenCountMap); |
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} |
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await TestClient.saveMessageToDatabase(userMessage, saveOptions, user); |
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response.text = await TestClient.sendCompletion(payload, opts); |
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if (tokenCountMap && TestClient.getTokenCountForResponse) { |
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response.tokenCount = TestClient.getTokenCountForResponse(response); |
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} |
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await TestClient.saveMessageToDatabase(response, saveOptions, user); |
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return response; |
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}); |
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TestClient.buildMessages = jest.fn(async (messages, parentMessageId) => { |
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const orderedMessages = TestClient.constructor.getMessagesForConversation( |
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messages, |
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parentMessageId, |
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); |
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const formattedMessages = orderedMessages.map((message) => { |
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let { role: _role, sender, text } = message; |
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const role = _role ?? sender; |
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const content = text ?? ''; |
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return { |
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role: role?.toLowerCase() === 'user' ? 'user' : 'assistant', |
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content, |
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}; |
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}); |
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return { |
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prompt: formattedMessages, |
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tokenCountMap: null, |
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}; |
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}); |
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return TestClient; |
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}; |
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module.exports = { FakeClient, initializeFakeClient }; |
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