javascript chat update.
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2 changed files with 72 additions and 46 deletions
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@ -167,7 +167,7 @@ node .
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### Interactive mode
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### Interactive mode
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Check the sample in [chat.mjs](chat.mjs).
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Check the sample in [chat.mjs](chat.mjs).
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Run with node:
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Run with NodeJS version 16 or later:
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```sh
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```sh
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node chat.mjs
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node chat.mjs
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@ -1,61 +1,87 @@
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import * as readline from 'node:readline/promises';
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import * as readline from 'node:readline'
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import { stdin as input, stdout as output } from 'node:process';
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import { stdin, stdout } from 'node:process'
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const chat = [
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const chat = [
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{ human: "Hello, Assistant.",
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{
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assistant: "Hello. How may I help you today?" },
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human: "Hello, Assistant.",
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{ human: "Please tell me the largest city in Europe.",
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assistant: "Hello. How may I help you today?"
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assistant: "Sure. The largest city in Europe is Moscow, the capital of Russia." },
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},
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{
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human: "Please tell me the largest city in Europe.",
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assistant: "Sure. The largest city in Europe is Moscow, the capital of Russia."
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},
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]
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]
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const instruction = `A chat between a curious human and an artificial intelligence assistant. The assistant gives helpful, detailed, and polite answers to the human's questions.`
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function format_prompt(question) {
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function format_prompt(question) {
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return "A chat between a curious human and an artificial intelligence assistant. "
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return `${instruction}\n${
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+ "The assistant gives helpful, detailed, and polite answers to the human's questions.\n"
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chat.map(m =>`### Human: ${m.human}\n### Assistant: ${m.assistant}`).join("\n")
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+ chat.map(m => `### Human: ${m.human}\n### Assistant: ${m.assistant}`).join("\n")
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}\n### Human: ${question}\n### Assistant:`
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+ `\n### Human: ${question}\n### Assistant:`
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}
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}
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async function ChatCompletion(question) {
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async function tokenize(content) {
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const result = await fetch("http://127.0.0.1:8080/completion", {
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const result = await fetch("http://127.0.0.1:8080/tokenize", {
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method: 'POST',
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method: 'POST',
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body: JSON.stringify({
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body: JSON.stringify({ content })
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prompt: format_prompt(question),
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temperature: 0.2,
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top_k: 40,
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top_p: 0.9,
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n_keep: 29,
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n_predict: 256,
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stop: ["\n### Human:"], // stop completion after generating this
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stream: true,
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})
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})
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})
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if (!result.ok) {
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if (!result.ok) {
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return;
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return []
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}
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let answer = ''
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for await (var chunk of result.body) {
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const t = Buffer.from(chunk).toString('utf8')
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if (t.startsWith('data: ')) {
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const message = JSON.parse(t.substring(6))
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answer += message.content
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process.stdout.write(message.content)
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if (message.stop) break;
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}
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}
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}
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process.stdout.write('\n')
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return await result.json().tokens
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chat.push({ human: question, assistant: answer })
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}
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}
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const rl = readline.createInterface({ input, output });
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const n_keep = await tokenize(instruction).length
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async function chat_completion(question) {
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const result = await fetch("http://127.0.0.1:8080/completion", {
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method: 'POST',
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body: JSON.stringify({
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prompt: format_prompt(question),
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temperature: 0.2,
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top_k: 40,
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top_p: 0.9,
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n_keep: n_keep,
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n_predict: 256,
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stop: ["\n### Human:"], // stop completion after generating this
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stream: true,
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})
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})
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if (!result.ok) {
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return
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}
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let answer = ''
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for await (var chunk of result.body) {
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const t = Buffer.from(chunk).toString('utf8')
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if (t.startsWith('data: ')) {
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const message = JSON.parse(t.substring(6))
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answer += message.content
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process.stdout.write(message.content)
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if (message.stop) {
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if (message.truncated) {
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chat.shift()
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}
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break
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}
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}
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}
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process.stdout.write('\n')
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chat.push({ human: question, assistant: answer.trimStart() })
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}
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const rl = readline.createInterface({ input: stdin, output: stdout });
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const readlineQuestion = (rl, query, options) => new Promise((resolve, reject) => {
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rl.question(query, options, resolve)
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});
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while(true) {
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while(true) {
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const question = await readlineQuestion(rl, '> ')
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const question = await rl.question('> ')
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await chat_completion(question)
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await ChatCompletion(question);
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}
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}
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