commentgpt - generate comments for youtube videos using chatgpt
git clone https://github.com/rj1/commentgpt
commit b119674f4e6167f820bc595004fd533f3964101b author: rj1 <[email protected]> date: Tue, 25 Apr 2023 03:19:02 -0600 first Diffstat:
| A | .gitignore | | | 4 | ++++ |
| A | README.md | | | 20 | ++++++++++++++++++++ |
| A | client/app.js | | | 101 | +++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++ |
| A | client/index.html | | | 24 | ++++++++++++++++++++++++ |
| A | client/spinner.svg | | | 2 | ++ |
| A | client/style.css | | | 198 | +++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++ |
| A | server/index.js | | | 83 | +++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++ |
| A | server/openai.js | | | 40 | ++++++++++++++++++++++++++++++++++++++++ |
| A | server/package-lock.json | | | 2546 | +++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++ |
| A | server/package.json | | | 24 | ++++++++++++++++++++++++ |
| A | server/subs/.gitkeep | | | 0 | |
| A | server/youtube.js | | | 32 | ++++++++++++++++++++++++++++++++ |
12 files changed, 3074 insertions(+), 0 deletions(-)
diff --git a/.gitignore b/.gitignore @@ -0,0 +1,4 @@ +server/.env +server/node_modules/ +server/subs/* +!/**/.gitkeep diff --git a/README.md b/README.md @@ -0,0 +1,20 @@ +# ✏️ commentgpt + +generate comments for youtube videos + +### screenshot preview + + + +### video preview + +https://rj1.su/vid/commentgpt-demo.mp4 + +### configuration + +create an `.env` file in /server w/ your openai api key and org name: + +``` +OPENAI_API_KEY=sk-your-openai-api-key +OPENAI_ORG_NAME=org-your-openai-org-name +``` diff --git a/client/app.js b/client/app.js @@ -0,0 +1,101 @@ +const API_ENDPOINT = "http://localhost:3000/comment/"; + +const sentiments = [ + { name: "positive", emoji: "😎" }, + { name: "negative", emoji: "😠" }, + { name: "encouraging", emoji: "🙏" }, + { name: "chaotic", emoji: "🫠" }, + { name: "neutral", emoji: "😐" }, + { name: "surprised", emoji: "😲" }, + { name: "amused", emoji: "😆" }, + { name: "confused", emoji: "🤔" }, + { name: "sympathetic", emoji: "😢" }, + { name: "excited", emoji: "🤩" }, + { name: "optimistic", emoji: "😊" }, + { name: "proud", emoji: "🤗" }, + { name: "disappointed", emoji: "😔" }, + { name: "frustrated", emoji: "😤" }, + { name: "hopeful", emoji: "🤞" }, + { name: "sad", emoji: "😢" }, +]; + +const sentimentSection = document.getElementById("sentiments"); +const sentimentButtons = document.querySelectorAll(".sentiment"); +const comment = document.getElementById("comment"); +const videoUrl = document.getElementById("video"); + +const toggleButtons = (disabled) => { + const buttons = document.querySelectorAll("button"); + buttons.forEach((button) => { + button.disabled = disabled; + button.style.pointerEvents = disabled ? "none" : "auto"; + button.style.transition = disabled + ? "all 1s ease" + : "transform 0.15s ease-in-out"; + button.style.backgroundColor = disabled ? "grey" : ""; + }); +}; + +const validateYoutubeUrl = (url) => { + if (url != undefined || url != "") { + const regExp = + /^.*(youtu.be\/|v\/|u\/\w\/|embed\/|watch\?v=|\&v=|\?v=)([^#\&\?]*).*/; + const match = url.match(regExp); + if (match && match[2].length == 11) { + return match[2]; + } + } + return false; +}; + +const typewriter = async (string) => { + toggleButtons(true); + comment.innerHTML = ""; + for (let i = 0; i < string.length; i++) { + comment.innerHTML += string.charAt(i); + await new Promise((resolve) => setTimeout(resolve, 50)); + } + toggleButtons(false); +}; + +const app = () => { + sentiments.forEach((sentiment) => { + const { name, emoji } = sentiment; + const button = document.createElement("button"); + button.setAttribute("name", name); + button.classList.add("sentiment"); + button.classList.add(name); + button.innerHTML = `<h2> #${name} ${emoji}</h2>`; + sentimentSection.appendChild(button); + button.addEventListener("click", async () => { + comment.innerHTML = `<span style="color:white"><img width="32" height="32" src="/spinner.svg" /></span>`; + toggleButtons(true); + const videoId = validateYoutubeUrl(videoUrl.value); + if (!videoId) { + comment.innerHTML = `<span style="color:red">error: invalid youtube url</span>`; + return; + } + try { + const requestData = { + method: "POST", + headers: { + "Content-Type": "application/json", + }, + body: JSON.stringify({ + sentiment: name, + }), + }; + const response = await fetch(`${API_ENDPOINT}${videoId}`, requestData); + const data = await response.json(); + await typewriter(data.comment); + } catch (error) { + comment.innerHTML = `<span style="color:red">error</span>`; + toggleButtons(false); + } + }); + }); +}; + +document.addEventListener("DOMContentLoaded", () => { + app(); +}); diff --git a/client/index.html b/client/index.html @@ -0,0 +1,24 @@ +<!DOCTYPE html> +<html lang="en"> + <head> + <title>CommentGPT</title> + <meta charset="UTF-8" /> + <meta name="viewport" content="width=device-width, initial-scale=1" /> + <link href="style.css" rel="stylesheet" /> + </head> + <body> + <div id="app"> + <main> + <div class="home"> + <h1>CommentGPT</h1> + <h2>Give me a YouTube URL, choose a tone, and I'll write a comment on the video</h2> + <input id="video" class="videoInput" placeholder="YouTube URL.." /> + <div class="comment" id="comment"></div> + <section id="sentiments"></section> + <footer>made by <a href="https://rj1.su">rj1</a></footer> + </div> + </main> + </div> + <script src="app.js"></script> + </body> +</html> diff --git a/client/spinner.svg b/client/spinner.svg @@ -0,0 +1 @@ +<svg width="36" height="36" fill="#fff" viewBox="0 0 24 24" xmlns="http://www.w3.org/2000/svg"><style>.spinner_9y7u{animation:spinner_fUkk 2.4s linear infinite;animation-delay:-2.4s}.spinner_DF2s{animation-delay:-1.6s}.spinner_q27e{animation-delay:-.8s}@keyframes spinner_fUkk{8.33%{x:13px;y:1px}25%{x:13px;y:1px}33.3%{x:13px;y:13px}50%{x:13px;y:13px}58.33%{x:1px;y:13px}75%{x:1px;y:13px}83.33%{x:1px;y:1px}}</style><rect class="spinner_9y7u" x="1" y="1" rx="1" width="10" height="10"/><rect class="spinner_9y7u spinner_DF2s" x="1" y="1" rx="1" width="10" height="10"/><rect class="spinner_9y7u spinner_q27e" x="1" y="1" rx="1" width="10" height="10"/></svg> +\ No newline at end of file diff --git a/client/style.css b/client/style.css @@ -0,0 +1,198 @@ +@import url("https://fonts.googleapis.com/css2?family=Nunito+Sans:wght@400;700&display=swap"); +:root { + font-family: "Nunito Sans", sans-serif; + font-weight: 400; + -webkit-font-smoothing: antialiased; + -moz-osx-font-smoothing: grayscale; + color: #fff; + background: #222843ff; +} + +body { + margin: 0; + padding: 0; + min-height: 100vh; +} + +#app > main { + display: flex; + padding-top: 3.5rem; + margin: 0 auto; + min-height: calc(100vh - 3.5rem); + max-width: 1280px; + align-items: center; + justify-content: center; +} + +@media (max-width: 639px) { + #app > main { + margin: 0 2rem; + } +} +.home { + max-width: 890px; + text-align: center; +} + +.home h1 { + font-size: 2.5rem; + margin: 0; + background: -webkit-linear-gradient( + #1292d2ff, + #8b85ffff, + #8e60d7ff, + #6156e1ff + ); + -webkit-background-clip: text; + -webkit-text-fill-color: transparent; +} + +.home img { + padding: 1.5rem; +} + +.home img:hover { + filter: drop-shadow(0 0 3rem #673ab888); +} + +.home section { + display: grid; + grid-template-columns: 1fr 1fr 1fr 1fr; + column-gap: 1.5rem; +} + +@media (max-width: 639px) { + .home section { + grid-template-columns: 1fr 1fr; + row-gap: 1rem; + } +} + +.sentiment { + margin-top: 10px; + border-radius: 0.5rem; + text-align: left; + text-decoration: none; + color: #fff; + border: 1px solid transparent; + text-align: center; + transition: transform 0.15s ease-in-out; +} + +.sentiment:hover { + border: 1px solid #000; + transform: scale(1.05); + cursor: pointer; +} + +.sentiment.positive { + background-color: #73bdff; +} + +.sentiment.negative { + background-color: #ff2848ff; +} + +.sentiment.chaotic { + background-color: #ff9048ff; +} + +.sentiment.encouraging { + background-color: #449048ff; +} + +.sentiment.neutral { + background-color: #191948ff; +} + +.sentiment.surprised { + background-color: #985dc7; +} + +.sentiment.excited { + background-color: #ffcb05; +} + +.sentiment.optimistic { + background-color: #42d482; +} + +.sentiment.proud { + background-color: #8e5ea2; +} + +.sentiment.disappointed { + background-color: #b54334; +} + +.sentiment.frustrated { + background-color: #8b0000; +} + +.sentiment.amused { + background-color: #ffd700; +} + +.sentiment.confused { + background-color: #d8bfd8; +} + +.sentiment.sympathetic { + background-color: #ffa07a; +} + +.sentiment.sad { + background-color: #587ae5fc; +} + +.sentiment.hopeful { + background-color: #bc7a30fc; +} + +.videoInput { + width: 80%; + height: 100%; + border: 0; + outline: 0; + font-size: 1.5rem; + font-weight: 600; + text-align: center; + color: #000; + background-color: #fff; + border: 1px solid #335d92; + border-radius: 3px; + padding: 0.5rem; + box-shadow: 0 0 100em #3f9cecff; +} + +.spinner { + filter: invert(1); +} + +.comment { + /* min-height: 150px; */ + display: flex; + flex-direction: column; + justify-items: center; + align-items: center; + text-align: left; + padding: 1em; + margin: 2em; +} + +footer { + margin-top: 2em; + margin-bottom: 1em; + text-align: center; + font-size: 0.8em; + color: #fff; +} + +footer a { + color: #fff; +} + +.disabled button { + cursor: not-allowed; + opacity: 0.5; +} diff --git a/server/index.js b/server/index.js @@ -0,0 +1,83 @@ +import express from "express"; +import bodyParser from "body-parser"; +import { parseSubs } from "./youtube.js"; +import { generateComment } from "./openai.js"; + +const app = express(); +const port = 3000; + +app.disable("x-powered-by"); +app.use(bodyParser.json()); + +// allow cors for dev +app.use(function (req, res, next) { + res.header("Access-Control-Allow-Origin", "*"); + res.header("Access-Control-Allow-Headers", "Origin, X-Requested-With, Content-Type, Accept"); + next(); +}); + +app.get("/", (req, res) => { + res.send("welcome to commentgpt"); +}); + +app.post("/comment/:id", async (req, res) => { + function validateId(id) { + return id.length === 11; + } + if (!validateId(req.params.id)) { + return res.status(400).json({ error: "invalid video id" }); + } + + function validateSentiment(sentiment) { + const validSentiments = [ + "positive", + "negative", + "encouraging", + "chaotic", + "neutral", + "surprised", + "amused", + "confused", + "sympathetic", + "excited", + "optimistic", + "proud", + "disappointed", + "frustrated", + "hopeful", + "sad", + ]; + + if (validSentiments.includes(sentiment)) { + return sentiment; + } + + return false; + } + + if (!validateSentiment(req.body.sentiment)) { + return res.status(400).json({ error: "invalid sentiment" }); + } + + const sentiment = req.body.sentiment; + + let subs = await parseSubs(req.params.id); + + if (!subs) { + return res.status(400).json({ error: "we can't generate a comment for this video, sorry" }); + } + + let comment = await generateComment(subs, sentiment); + + let response = { + id: req.params.id, + sentiment: sentiment, + comment: comment, + }; + + res.send(response); +}); + +app.listen(port, () => { + console.log(`app listening on port http://localhost:${port}`); +}); diff --git a/server/openai.js b/server/openai.js @@ -0,0 +1,40 @@ +import { Configuration, OpenAIApi } from "openai"; +import fs from "fs"; +import * as dotenv from "dotenv"; + +dotenv.config(); + +const configuration = new Configuration({ + organization: process.env.OPENAI_ORG_NAME, + apiKey: process.env.OPENAI_API_KEY, +}); + +const openai = new OpenAIApi(configuration); + +export async function generateComment(subText, sentiment) { + // cut off the text at 1024 tokens, 1 token is ~4 characters + if (subText.length > 4096) { + subText = subText.substring(0, 4096); + } + + const response = await openai.createChatCompletion({ + model: "gpt-3.5-turbo", + messages: [ + { + role: "system", + content: `You are an assistant that generates ${sentiment} comments on YouTube videos, based on the content of the subtitles. I'll send you the subtitle text, and you write a short, ${sentiment} comment. Please don't encapsulate the comment in quotes. Only include the comment that would fit into the youtube comment section.`, + }, + { role: "user", content: subText }, + ], + temperature: 0.7, + max_tokens: 1024, + top_p: 1.0, + frequency_penalty: 0.0, + presence_penalty: 0.0, + }); + + let comment = response.data.choices[0].message.content; + comment = comment.replace(/"/g, ""); + + return comment; +} diff --git a/server/package-lock.json b/server/package-lock.json @@ -0,0 +1,2546 @@ +{ + "name": "commentgpt-server", + "version": "1.0.0", + "lockfileVersion": 2, + "requires": true, + "packages": { + "": { + "name": "commentgpt-server", + "version": "1.0.0", + "license": "ISC", + "dependencies": { + "body-parser": "^1.20.2", + "dotenv": "^16.0.3", + "express": "^4.18.2", + "openai": "^3.2.1", + "xml2js": "^0.5.0", + "youtube-dl-exec": "^2.4.0" + }, + "devDependencies": { + "@types/node": "^18.15.11", + "nodemon": "^2.0.22" + } + }, + "node_modules/@types/node": { + "version": "18.16.0", + "resolved": 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"youtube-dl-exec": "^2.4.0" + }, + "devDependencies": { + "@types/node": "^18.15.11", + "nodemon": "^2.0.22" + } +} diff --git a/server/subs/.gitkeep b/server/subs/.gitkeep diff --git a/server/youtube.js b/server/youtube.js @@ -0,0 +1,32 @@ +import youtubeDl from "youtube-dl-exec"; +import fs from "fs"; +import { parseStringPromise } from "xml2js"; + +export async function getVideoSubs(videoID) { + return await youtubeDl(`https://www.youtube.com/watch?v=${videoID}`, { + skipDownload: true, + writeAutoSub: true, + subFormat: "ttml", + subLang: "en", + output: "./subs/%(id)s.%(ext)s", + }); +} + +export async function parseSubs(videoID) { + try { + const files = await fs.readdirSync("./subs/"); + let xml = ""; + if (!files.includes(`${videoID}.en.ttml`)) { + await getVideoSubs(videoID); + xml = await fs.readFileSync(`./subs/${videoID}.en.ttml`, "utf8"); + } else { + xml = await fs.readFileSync(`./subs/${videoID}.en.ttml`, "utf8"); + } + const json = await parseStringPromise(xml); + const text = json?.tt?.body?.[0]?.div?.[0]?.p; + const output = text?.map((p) => p._); + return output.join(" "); + } catch (e) { + return null; + } +}