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import express from 'express' | |
import { python } from 'pythonia' | |
// make it easier to import local Python modules (optional) | |
const sys = await python('sys') | |
await sys.path.insert(0, '.') | |
const { AutoModelForCausalLM } = await python('ctransformers') | |
const llm = await AutoModelForCausalLM.from_pretrained$('marella/gpt-2-ggml', { lib: 'avx' }) | |
const app = express() | |
const port = 7860 | |
app.get('/', async (req, res) => { | |
const prompt = '<html><head><title>My Favorite Cookie Recipe</title></head><body><div><p>' | |
res.write(prompt) | |
const raw = await llm(prompt) | |
const output = raw.split('</html>') | |
res.write(output + '</html>') | |
res.end() | |
}) | |
process.on('SIGINT', () => { | |
try { | |
(python as any).exit() | |
} catch (err) { | |
// exiting Pythonia can get a bit messy: try/catch or not, | |
// you *will* see warnings and tracebacks in the console | |
} | |
process.exit(0) | |
}) | |
app.listen(port, () => { console.log(`Open http://localhost:${port}`) }) |