javascript chat update.
This commit is contained in:
parent
13cf6929b7
commit
b91200a2e5
2 changed files with 72 additions and 46 deletions
|
@ -167,7 +167,7 @@ node .
|
|||
### Interactive mode
|
||||
|
||||
Check the sample in [chat.mjs](chat.mjs).
|
||||
Run with node:
|
||||
Run with NodeJS version 16 or later:
|
||||
|
||||
```sh
|
||||
node chat.mjs
|
||||
|
|
|
@ -1,61 +1,87 @@
|
|||
import * as readline from 'node:readline/promises';
|
||||
import { stdin as input, stdout as output } from 'node:process';
|
||||
import * as readline from 'node:readline'
|
||||
import { stdin, stdout } from 'node:process'
|
||||
|
||||
const chat = [
|
||||
{ human: "Hello, Assistant.",
|
||||
assistant: "Hello. How may I help you today?" },
|
||||
{ human: "Please tell me the largest city in Europe.",
|
||||
assistant: "Sure. The largest city in Europe is Moscow, the capital of Russia." },
|
||||
{
|
||||
human: "Hello, Assistant.",
|
||||
assistant: "Hello. How may I help you today?"
|
||||
},
|
||||
{
|
||||
human: "Please tell me the largest city in Europe.",
|
||||
assistant: "Sure. The largest city in Europe is Moscow, the capital of Russia."
|
||||
},
|
||||
]
|
||||
|
||||
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.`
|
||||
|
||||
function format_prompt(question) {
|
||||
return "A chat between a curious human and an artificial intelligence assistant. "
|
||||
+ "The assistant gives helpful, detailed, and polite answers to the human's questions.\n"
|
||||
+ chat.map(m => `### Human: ${m.human}\n### Assistant: ${m.assistant}`).join("\n")
|
||||
+ `\n### Human: ${question}\n### Assistant:`
|
||||
return `${instruction}\n${
|
||||
chat.map(m =>`### Human: ${m.human}\n### Assistant: ${m.assistant}`).join("\n")
|
||||
}\n### Human: ${question}\n### Assistant:`
|
||||
}
|
||||
|
||||
async function ChatCompletion(question) {
|
||||
const result = await fetch("http://127.0.0.1:8080/completion", {
|
||||
method: 'POST',
|
||||
body: JSON.stringify({
|
||||
prompt: format_prompt(question),
|
||||
temperature: 0.2,
|
||||
top_k: 40,
|
||||
top_p: 0.9,
|
||||
n_keep: 29,
|
||||
n_predict: 256,
|
||||
stop: ["\n### Human:"], // stop completion after generating this
|
||||
stream: true,
|
||||
async function tokenize(content) {
|
||||
const result = await fetch("http://127.0.0.1:8080/tokenize", {
|
||||
method: 'POST',
|
||||
body: JSON.stringify({ content })
|
||||
})
|
||||
})
|
||||
|
||||
if (!result.ok) {
|
||||
return;
|
||||
}
|
||||
|
||||
let answer = ''
|
||||
|
||||
for await (var chunk of result.body) {
|
||||
const t = Buffer.from(chunk).toString('utf8')
|
||||
if (t.startsWith('data: ')) {
|
||||
const message = JSON.parse(t.substring(6))
|
||||
answer += message.content
|
||||
process.stdout.write(message.content)
|
||||
if (message.stop) break;
|
||||
if (!result.ok) {
|
||||
return []
|
||||
}
|
||||
}
|
||||
|
||||
process.stdout.write('\n')
|
||||
chat.push({ human: question, assistant: answer })
|
||||
return await result.json().tokens
|
||||
}
|
||||
|
||||
const rl = readline.createInterface({ input, output });
|
||||
const n_keep = await tokenize(instruction).length
|
||||
|
||||
async function chat_completion(question) {
|
||||
const result = await fetch("http://127.0.0.1:8080/completion", {
|
||||
method: 'POST',
|
||||
body: JSON.stringify({
|
||||
prompt: format_prompt(question),
|
||||
temperature: 0.2,
|
||||
top_k: 40,
|
||||
top_p: 0.9,
|
||||
n_keep: n_keep,
|
||||
n_predict: 256,
|
||||
stop: ["\n### Human:"], // stop completion after generating this
|
||||
stream: true,
|
||||
})
|
||||
})
|
||||
|
||||
if (!result.ok) {
|
||||
return
|
||||
}
|
||||
|
||||
let answer = ''
|
||||
|
||||
for await (var chunk of result.body) {
|
||||
const t = Buffer.from(chunk).toString('utf8')
|
||||
if (t.startsWith('data: ')) {
|
||||
const message = JSON.parse(t.substring(6))
|
||||
answer += message.content
|
||||
process.stdout.write(message.content)
|
||||
if (message.stop) {
|
||||
if (message.truncated) {
|
||||
chat.shift()
|
||||
}
|
||||
break
|
||||
}
|
||||
}
|
||||
}
|
||||
|
||||
process.stdout.write('\n')
|
||||
chat.push({ human: question, assistant: answer.trimStart() })
|
||||
}
|
||||
|
||||
const rl = readline.createInterface({ input: stdin, output: stdout });
|
||||
|
||||
const readlineQuestion = (rl, query, options) => new Promise((resolve, reject) => {
|
||||
rl.question(query, options, resolve)
|
||||
});
|
||||
|
||||
while(true) {
|
||||
|
||||
const question = await rl.question('> ')
|
||||
await ChatCompletion(question);
|
||||
|
||||
const question = await readlineQuestion(rl, '> ')
|
||||
await chat_completion(question)
|
||||
}
|
||||
|
||||
|
|
Loading…
Add table
Add a link
Reference in a new issue