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import * as express from "express"; | |
const PORT = 7860; | |
const BOT_USERNAME = "@discussion-bot"; | |
const INFERENCE_URL = | |
"https://api-inference.huggingface.co/models/bigscience/bloom"; | |
const PROMPT = `Pretend that you are a bot that replies to discussions about machine learning, and reply to the following comment:\n`; | |
if (!process.env.WEBHOOK_SECRET || !process.env.HF_TOKEN) { | |
console.error( | |
"This app needs those env variables to be defined", | |
"WEBHOOK_SECRET, HF_TOKEN" | |
); | |
process.exit(); | |
} | |
const app = express(); | |
// parse HTTP request bodies as json | |
app.use(express.json()); | |
app.get("/", (req, res) => { | |
res.json({ hello: "world" }); | |
}); | |
app.post("/", async (req, res) => { | |
if (req.header("X-Webhook-Secret") !== process.env.WEBHOOK_SECRET) { | |
console.error("incorrect secret"); | |
return res.status(400).json({ error: "incorrect secret" }); | |
} | |
console.log(req.body); | |
const event = req.body.event; | |
if ( | |
event.action === "create" && | |
event.scope === "discussion.comment" && | |
req.body.comment.content.includes(BOT_USERNAME) | |
) { | |
const response = await fetch(INFERENCE_URL, { | |
method: "POST", | |
body: JSON.stringify({ inputs: PROMPT + req.body.comment.content }), | |
}); | |
if (response.ok) { | |
const output = await response.json(); | |
const continuationText = output[0].generated_text.replace( | |
PROMPT + req.body.comment.content, | |
"" | |
); | |
console.log(continuationText); | |
/// Finally, let's post it as a comment in the same discussion | |
const commentUrl = req.body.discussion.url.api + "/comment"; | |
const commentApiResponse = await fetch(commentUrl, { | |
method: "POST", | |
headers: { | |
Authorization: `Bearer ${process.env.HF_TOKEN}`, | |
}, | |
body: JSON.stringify({ comment: continuationText }), | |
}); | |
const apiOutput = await commentApiResponse.json(); | |
console.log(apiOutput); | |
} else { | |
console.error(`API Error`, await response.json()); | |
} | |
} | |
res.json({ success: true }); | |
}); | |
app.listen(PORT, () => { | |
console.debug(`server started at http://localhost:${PORT}`); | |
}); | |