initial commit

.dockerignore

@@ -0,0 +1,3 @@
+node_modules
+npm-debug.log
+models

.gitignore

@@ -0,0 +1,6 @@
+node_modules
+*.log
+*.bin
+.DS_Store
+.venv
+models/

.nvmrc

@@ -0,0 +1 @@
+v18.16.0

Dockerfile

@@ -0,0 +1,27 @@
+FROM node:18
+
+# Set up a new user named "user" with user ID 1000
+RUN useradd -o -u 1000 user
+
+# Switch to the "user" user
+USER user
+
+# Set home to the user's home directory
+ENV HOME=/home/user \
+	PATH=/home/user/.local/bin:$PATH
+
+# Set the working directory to the user's home directory
+WORKDIR $HOME/app
+
+# Install app dependencies
+# A wildcard is used to ensure both package.json AND package-lock.json are copied
+# where available (npm@5+)
+COPY --chown=user package*.json $HOME/app
+
+RUN npm install
+
+# Copy the current directory contents into the container at $HOME/app setting the owner to the user
+COPY --chown=user . $HOME/app
+
+EXPOSE 7860
+CMD [ "npm", "run", "start" ]

LICENSE.txt

@@ -0,0 +1,201 @@
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README.md

@@ -0,0 +1,44 @@
+---
+title: Webapp Factory OpenAssistant
+emoji: 🏭🧙
+colorFrom: brown
+colorTo: red
+sdk: docker
+pinned: false
+app_port: 7860
+---
+
+A basic demo of generating HTML content using the Hugging Face Inference API
+
+This version is using OpenAssistant, and can only work to generate basic HTML content.
+
+Ready to be used in a Hugging Face Space.
+
+# Examples
+
+
+```
+http://localhost:7860/?prompt=a%20simple%20hello%20world%20page
+```
+
+# Installation
+## Building and run without Docker
+
+```bash
+nvm use
+npm i
+npm run start
+```
+
+## Building and running with Docker
+
+```bash
+npm run docker
+```
+
+This script is a shortcut executing the following commands:
+
+```bash
+docker build -t webapp-factory-openassistant .
+docker run -it -p 7860:7860 webapp-factory-openassistant
+```

package-lock.json

@@ -0,0 +1,861 @@
+{
+  "name": "webapp-factory-openassistant",
+  "version": "1.0.0",
+  "lockfileVersion": 3,
+  "requires": true,
+  "packages": {
+    "": {
+      "name": "webapp-factory-openassistant",
+      "version": "1.0.0",
+      "license": "Apache License",
+      "dependencies": {
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+        "@types/express": "^4.17.17",
+        "express": "^4.18.2",
+        "ts-node": "^10.9.1"
+      }
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package.json

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+{
+  "name": "webapp-factory-openassistant",
+  "version": "1.0.0",
+  "description": "A basic demo of generating HTML content using the Hugging Face Inference API. Designed to run in a Hugging Face space.",
+  "main": "src/index.mts",
+  "scripts": {
+    "start": "node --loader ts-node/esm src/index.mts",
+    "docker": "npm run docker:build && npm run docker:run",
+    "docker:build": "docker build -t webapp-factory-openassistant .",
+    "docker:run": "docker run -it -p 7860:7860 webapp-factory-openassistant"
+  },
+  "author": "Julian Bilcke <julian.bilcke@huggingface.co>",
+  "license": "Apache License",
+  "dependencies": {
+    "@huggingface/inference": "^2.5.2",
+    "@types/express": "^4.17.17",
+    "express": "^4.18.2",
+    "ts-node": "^10.9.1"
+  }
+}

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public/index.html

@@ -0,0 +1,137 @@
+<html>
+  <head>
+    <title>Webapp Factory 🏭</title>
+    <link href="/css/daisyui@2.6.0.css" rel="stylesheet" type="text/css">
+    <script src="/js/alpinejs@3.12.2.js" defer></script>
+    <script src="/js/tailwindcss@3.3.2.js"></script>
+  </head>
+  <body>
+    <div class="flex flex-row" x-data="app()" x-init="init()">
+      <div
+        class="hero min-h-screen bg-stone-100 transition-[width] delay-150 ease-in-out"
+        :class="open ? 'w-2/6' : 'w-6/6'">
+        <div class="hero-content text-center">
+          <div class="flex flex-col max-w-xl space-y-6">
+            <h1
+              class="font-bold text-stone-600 mb-4 transition-all delay-150 ease-in-out"
+              :class="open ? 'md:text-3xl lg:text-4xl' : 'text-6xl'"
+            >Webapp Factory 🏭</h1>
+            <div
+              class="py-2 space-y-4 text-stone-600 transition-all delay-150 ease-in-out"
+              :class="open ? 'md:text-lg lg:text-xl' : 'text-2xl'">
+              <p>A Hugging Face space to generate web applications using a local LLM (WizardCoder).</p>
+              <p>No 3rd party service or token needed: feel free to duplicate and create interesting forks of this space 🔧</p>
+            </div>
+            <textarea
+              name="draft"
+              x-model="draft"
+              rows="10"
+              placeholder="a pong clone made using the canvas.."
+              class="input input-bordered w-full rounded text-lg text-stone-500 bg-stone-300 font-mono h-48"
+            ></textarea>
+            <button
+              class="btn disabled:text-stone-400"
+              @click="open = true, prompt = draft, state = state === 'stopped' ? 'loading' : 'stopped'"
+              :class="draft.length < minPromptSize ? 'btn-neutral' : state === 'stopped' ? 'btn-accent' : 'btn-warning'"
+              :disabled="draft.length < minPromptSize"
+            >
+              <span x-show="draft.length < minPromptSize">Prompt too short to generate</span>
+              <span x-show="draft.length >= minPromptSize && state !== 'stopped'">Stop now</span>
+              <span x-show="draft.length >= minPromptSize && state === 'stopped'">Generate!</span>
+            </button>
+            <span class="py-3" x-show="state === 'loading'">Waiting for the stream to begin (might take a few minutes)..</span>
+            <span class="py-3" x-show="state === 'streaming'">
+              Streamed <span x-text="humanFileSize(size, true, 2)"></span> so far<br/> (hang on, this may take a while ☕)</span>
+          </div>
+        </div>
+      </div>
+      <div
+        class="flex transition-[width] delay-150 ease-in-out"
+        :class="open ? 'w-4/6' : 'w-0'">
+        <iframe
+          id="iframe"
+          class="border-none w-full h-screen"
+          :src="!open
+            ? '/placeholder.html'
+            : `/app?prompt=${prompt}`
+          "></iframe>
+      </div>
+    </div>
+    <script>
+      /**
+ * Format bytes as human-readable text.
+ * 
+ * @param bytes Number of bytes.
+ * @param si True to use metric (SI) units, aka powers of 1000. False to use 
+ *           binary (IEC), aka powers of 1024.
+ * @param dp Number of decimal places to display.
+ * 
+ * @return Formatted string.
+ */
+function humanFileSize(bytes, si=false, dp=1) {
+  const thresh = si ? 1000 : 1024;
+
+  if (Math.abs(bytes) < thresh) {
+    return bytes + ' B';
+  }
+
+  const units = si 
+    ? ['kB', 'MB', 'GB', 'TB', 'PB', 'EB', 'ZB', 'YB'] 
+    : ['KiB', 'MiB', 'GiB', 'TiB', 'PiB', 'EiB', 'ZiB', 'YiB'];
+  let u = -1;
+  const r = 10**dp;
+
+  do {
+    bytes /= thresh;
+    ++u;
+  } while (Math.round(Math.abs(bytes) * r) / r >= thresh && u < units.length - 1);
+
+
+  return bytes.toFixed(dp) + ' ' + units[u];
+}
+function app() {
+  return {
+    open: false,
+    draft: new URLSearchParams(window.location.search).get('prompt') || '',
+    prompt: '',
+    size: 0,
+    minPromptSize: 16, // if you change this, you will need to also change in src/index.mts
+    timeoutInSec: 10, // time before we determine something went wrong
+    state: 'stopped',
+    lastTokenAt: + new Date(),
+    init() {
+      setInterval(() => {
+        if (this.state === 'stopped') {
+          this.lastTokenAt = +new Date()
+          return
+        }
+        const html = document?.getElementById('iframe')?.contentWindow?.document?.documentElement?.outerHTML
+        const size = Number(html?.length) // count how many characters we have generated
+  
+        if (isNaN(size) || !isFinite(size)) {
+          this.size = 0
+          this.state = 'loading'
+          return
+        }
+        this.size = new Blob([html]).size
+        this.state = 'streaming'
+        const lastTokenAt = + new Date()
+        const elapsed = (lastTokenAt - this.lastTokenAt) / 1000
+        this.lastTokenAt = lastTokenAt
+        if (elapsed > this.timeoutInSec) {
+          console.log(`Something went wrong, it too more than ${timeoutInSec} seconds to generate a token.`)
+          this.state = 'stopped'
+          return
+        }
+        if (html.includes('</html>')) {
+          // console.log('We reached the natural end of the stream, it seems.')
+          // this.state === 'stopped'
+          return
+        }
+      }, 100)
+    },
+  }
+}
+    </script>
+  </body>
+</html>

public/js/README.md

@@ -0,0 +1 @@
+URL used for tailwind: https://cdn.tailwindcss.com/3.3.2?plugins=forms@0.5.3,typography@0.5.9,aspect-ratio@0.4.2,line-clamp@0.4.4

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t=="object"?e.item.replace("{","").replace("}","").split(",").map(s=>s.trim()).forEach(s=>{i[s]=t[s]}):i[e.item]=t,e.index&&(i[e.index]=r),e.collection&&(i[e.collection]=n),i}function Fi(e){return!Array.isArray(e)&&!isNaN(e)}function _n(){}_n.inline=(e,{expression:t},{cleanup:r})=>{let n=U(e);n._x_refs||(n._x_refs={}),n._x_refs[t]=e,r(()=>delete n._x_refs[t])};p("ref",_n);p("if",(e,{expression:t},{effect:r,cleanup:n})=>{let i=x(e,t),o=()=>{if(e._x_currentIfEl)return e._x_currentIfEl;let a=e.content.cloneNode(!0).firstElementChild;return M(a,{},e),h(()=>{e.after(a),E(a)}),e._x_currentIfEl=a,e._x_undoIf=()=>{T(a,c=>{c._x_effects&&c._x_effects.forEach(ye)}),a.remove(),delete e._x_currentIfEl},a},s=()=>{!e._x_undoIf||(e._x_undoIf(),delete e._x_undoIf)};r(()=>i(a=>{a?o():s()})),n(()=>e._x_undoIf&&e._x_undoIf())});p("id",(e,{expression:t},{evaluate:r})=>{r(t).forEach(i=>ln(e,i))});Z(Te("@",Ce(O("on:"))));p("on",N((e,{value:t,modifiers:r,expression:n},{cleanup:i})=>{let o=n?x(e,n):()=>{};e.tagName.toLowerCase()==="template"&&(e._x_forwardEvents||(e._x_forwardEvents=[]),e._x_forwardEvents.includes(t)||e._x_forwardEvents.push(t));let s=ie(e,t,r,a=>{o(()=>{},{scope:{$event:a},params:[a]})});i(()=>s())}));Je("Collapse","collapse","collapse");Je("Intersect","intersect","intersect");Je("Focus","trap","focus");Je("Mask","mask","mask");function Je(e,t,r){p(t,n=>S(`You can't use [x-${t}] without first installing the "${e}" plugin here: https://alpinejs.dev/plugins/${r}`,n))}j.setEvaluator(ft);j.setReactivityEngine({reactive:Be,effect:Br,release:zr,raw:g});var Ft=j;window.Alpine=Ft;queueMicrotask(()=>{Ft.start()});})();

public/placeholder.html

@@ -0,0 +1,17 @@
+<html>
+  <head>
+    <title>Nothing to show (yet)</title>
+    <link href="/css/daisyui@2.6.0.css" rel="stylesheet" type="text/css">
+  </head>
+  <body>
+    <div class="hero min-h-screen bg-stone-100">
+      <div class="hero-content text-center">
+        <div class="flex flex-col max-w-xl space-y-6">
+          <h1 class="font-bold text-stone-600 mb-4">Nothing to show here (note: minimum prompt size is 10 characters)</h1>
+        </div>
+      </div>
+    </div>
+    <script src="/js/alpinejs@3.12.2.js"></script>
+    <script src="/js/tailwindcss@3.3.2.js"></script>
+  </body>
+</html>

src/alpine.mts

@@ -0,0 +1,220 @@
+
+interface FeatureAPI {
+  title: string
+  description: string
+  pattern: string
+}
+
+const getPromptFromFeatures = (feats: FeatureAPI[]) =>
+  feats.map(({ title, description, pattern }) => `## "${title}": ${description}.\nExample: \`${pattern}\``).join("\n")
+
+
+export const attributes: FeatureAPI[] = [
+  {
+    title: "x-data",
+    description: "Declare a new Alpine component and its data for a block of HTML",
+    pattern:
+`<div x-data="{ open: false }">
+...
+</div>`
+  },
+  {
+    title: "x-bind",
+    description: "Dynamically set HTML attributes on an element",
+    pattern:
+`<div x-bind:class="! open ? 'hidden' : ''">
+...
+</div>`
+  },
+  {
+    title: "x-on",
+    description: "Listen for browser events on an element",
+    pattern:
+`<button x-on:click="open = ! open">
+Toggle
+</button>`
+  },
+  {
+    title: "x-text",
+    description: "Set the text content of an element",
+    pattern:
+`<div>
+Copyright ©
+
+<span x-text="new Date().getFullYear()"></span>
+</div>`
+  },
+  {
+    title: "x-html",
+    description: "Set the inner HTML of an element",
+    pattern:
+`<div x-html="(await axios.get('/some/html/partial')).data">
+...
+</div>`
+  },
+  {
+    title: "x-model",
+    description: "Synchronize a piece of data with an input element",
+    pattern:
+`<div x-data="{ search: '' }">
+<input type="text" x-model="search">
+
+Searching for: <span x-text="search"></span>
+</div>`
+  },
+  {
+    title: "x-show",
+    description: "Toggle the visibility of an element",
+    pattern:
+`<div x-show="open">
+...
+</div>`
+  },
+  {
+    title: "x-transition",
+    description: "Transition an element in and out using CSS transitions",
+    pattern:
+`<div x-show="open" x-transition>
+...
+</div>`
+  },
+  {
+    title: "x-for",
+    description: "Repeat a block of HTML based on a data set",
+    pattern:
+`<template x-for="post in posts">
+<h2 x-text="post.title"></h2>
+</template>`
+  },
+  {
+    title: "x-if",
+    description: "Conditionally add/remove a block of HTML from the page entirely",
+    pattern:
+`<template x-if="open">
+<div>...</div>
+</template>`
+  },
+  {
+    title: "x-init",
+    description: "Run code when an element is initialized by Alpine",
+    pattern:
+`<div x-init="date = new Date()"></div>`
+  },
+  {
+    title: "x-effect",
+    description: "Execute a script each time one of its dependencies change",
+    pattern:
+`<div x-effect="console.log('Count is '+count)"></div>`
+  },
+  {
+    title: "x-ref",
+    description: "Reference elements directly by their specified keys using the $refs magic property",
+    pattern:
+`<input type="text" x-ref="content">
+ 
+<button x-on:click="navigator.clipboard.writeText($refs.content.value)">
+  Copy
+</button>`
+  },
+  {
+    title: "x-cloak",
+    description: "Hide a block of HTML until after Alpine is finished initializing its contents",
+    pattern:
+`<div x-cloak>
+...
+</div>`
+  },
+  {
+    title: "x-ignore",
+    description: "Prevent a block of HTML from being initialized by Alpine",
+    pattern:
+`<div x-ignore>
+...
+</div>`
+  },
+]
+
+export const attributesPrompt = getPromptFromFeatures(attributes)
+
+export const properties: FeatureAPI[] = [
+  {
+    title: "$store",
+    description: "Access a global store registered using Alpine.store(...)",
+    pattern: `<h1 x-text="$store.site.title"></h1>`
+  },
+  {
+    title: "$el",
+    description: "Reference the current DOM element",
+    pattern:`<div x-init="new Pikaday($el)"></div>`
+  },
+  {
+    title: "$dispatch",
+    description: "Dispatch a custom browser event from the current element",
+    pattern:
+`<div x-on:notify="...">
+  <button x-on:click="$dispatch('notify')">...</button>
+</div>`
+  },
+  {
+    title: "$watch",
+    description: "Watch a piece of data and run the provided callback anytime it changes",
+    pattern:
+`<div x-init="$watch('count', value => {
+  console.log('count is ' + value)
+})">...</div>`
+  },
+  {
+    title: "$refs",
+    description: "Reference an element by key (specified using x-ref)",
+    pattern:
+`<div x-init="$refs.button.remove()">
+<button x-ref="button">Remove Me</button>
+</div>`
+  },
+  {
+    title: "$nextTick",
+    description: "Wait until the next \"tick\" (browser paint) to run a bit of code",
+    pattern:
+`<div
+x-text="count"
+x-text="$nextTick(() => {"
+  console.log('count is ' + $el.textContent)
+})
+>...</div>`
+  },
+]
+
+export const propertiesPrompt = getPromptFromFeatures(properties)
+
+export const methods: FeatureAPI[] = [
+  {
+    title: "Alpine.data",
+    description: "Reuse a data object and reference it using x-data",
+    pattern:
+`<div x-data="dropdown">
+...
+</div>`
+  },
+  {
+    title: "Alpine.store",
+    description: "Declare a piece of global, reactive, data that can be accessed from anywhere using $store",
+    pattern:
+`<button @click="$store.notifications.notify('...')">
+Notify
+</button>
+
+...
+
+Alpine.store('notifications', {
+items: [],
+
+notify(message) { 
+  this.items.push(message)
+}
+})`
+  },
+]
+
+export const methodsPrompt = getPromptFromFeatures(methods)
+
+export const alpine = "# Alpine.js docs\n"+ attributesPrompt // + propertiesPrompt + methodsPrompt

src/daisy.mts

@@ -0,0 +1,5 @@
+export const daisy = `# DaisyUI docs
+## To create a nice layout, wrap each article in:
+\`<article class="prose"></article>\`
+## Buttons
+\`<button class="btn"></button>\``

src/index.mts

@@ -0,0 +1,140 @@
+import express from "express"
+import { HfInference } from '@huggingface/inference'
+
+import { daisy } from "./daisy.mts"
+
+const hf = new HfInference(process.env.HF_API_TOKEN)
+
+// define the CSS and JS dependencies
+const css = [
+  "/css/daisyui@2.6.0.css",
+].map(item => `<link href="${item}" rel="stylesheet" type="text/css"/>`)
+.join("")
+
+const script = [
+  "/js/alpinejs@3.12.2.js",
+  "/js/tailwindcss@3.3.2.js"
+].map(item => `<script src="${item}"></script>`)
+.join("")
+
+const app = express()
+const port = 7860
+
+const minPromptSize = 16 // if you change this, you will need to also change in public/index.html
+const timeoutInSec = 3 * 60
+
+console.log("timeout set to 3 minutes")
+
+app.use(express.static("public"))
+ 
+const maxParallelRequests = 1
+
+const pending: {
+  total: number;
+  queue: string[];
+} = {
+  total: 0,
+  queue: [],
+}
+ 
+const endRequest = (id: string, reason: string) => {
+  if (!id || !pending.queue.includes(id)) {
+    return
+  }
+  
+  pending.queue = pending.queue.filter(i => i !== id)
+  console.log(`request ${id} ended (${reason})`)
+}
+
+app.get("/debug", (req, res) => {
+  res.write(JSON.stringify({
+    nbTotal: pending.total,
+    nbPending: pending.queue.length,
+    queue: pending.queue,
+  }))
+  res.end()
+})
+
+app.get("/app", async (req, res) => {
+
+  if (`${req.query.prompt}`.length < minPromptSize) {
+    res.write(`prompt too short, please enter at least ${minPromptSize} characters`)
+    res.end()
+    return
+  }
+  // naive implementation: we say we are out of capacity
+  if (pending.queue.length >= maxParallelRequests) {
+    res.write("sorry, max nb of parallel requests reached")
+    res.end()
+    return
+  }
+  // alternative approach: kill old queries
+  // while (pending.queue.length > maxParallelRequests) {
+  //   endRequest(pending.queue[0], 'max nb of parallel request reached')
+  // }
+
+  const id = `${pending.total++}`
+  console.log(`new request ${id}`)
+
+  pending.queue.push(id)
+
+  const prefix = `<html><head>${css}${script}`
+  res.write(prefix)
+
+  req.on("close", function() {
+    // console.log("browser asked to close the stream for some reason.. let's ignore!")
+    endRequest(id, "browser asked to end the connection")
+  })
+
+  // for testing we kill after some delay
+  setTimeout(() => {
+    endRequest(id, `timed out after ${timeoutInSec}s`)
+  }, timeoutInSec * 1000)
+
+
+  const finalPrompt = `# Task
+Generate the following: ${req.query.prompt}
+# Guidelines
+- Never repeat the instruction, instead directly write the final code
+- Use a color scheme consistent with the brief and theme
+- You need to use Tailwind CSS
+- All the JS code will be written directly inside the page, using <script type="text/javascript">...</script>
+- You MUST use English, not Latin! (I repeat: do NOT write lorem ipsum!)
+- No need to write code comments, so please make the code compact (short function names etc)
+- Use a central layout by wrapping everything in a \`<div class="flex flex-col justify-center">\`
+# HTML output
+${prefix}`
+
+  try {
+    let result = ''
+    for await (const output of hf.textGenerationStream({
+      model: 'OpenAssistant/oasst-sft-4-pythia-12b-epoch-3.5',
+      inputs: finalPrompt,
+      parameters: { max_new_tokens: 1024 }
+    })) {
+      if (!pending.queue.includes(id)) {
+        break
+      }
+      result += output.token.text
+      process.stdout.write(output.token.text)
+      res.write(output.token.text)
+      if (result.includes('</html>')) {
+        break
+      }
+    }
+
+    endRequest(id, `normal end of the LLM stream for request ${id}`)
+  } catch (e) {
+    endRequest(id, `premature end of the LLM stream for request ${id} (${e})`)
+  } 
+
+  try {
+    res.end()
+  } catch (err) {
+    console.log(`couldn't end the HTTP stream for request ${id} (${err})`)
+  }
+  
+})
+
+app.listen(port, () => { console.log(`Open http://localhost:${port}/?prompt=a%20pong%20game%20clone%20in%20HTML,%20made%20using%20the%20canvas`) })
+

tsconfig.json

@@ -0,0 +1,12 @@
+{
+   "compilerOptions": {
+    "allowJs": true,
+    "esModuleInterop": true,
+    "allowSyntheticDefaultImports": true,
+    "module": "nodenext",
+    "noEmit": true,
+    "allowImportingTsExtensions": true,
+    "target": "es2017"
+  },
+  "include": ["**/*.ts", "**/*.mts"],
+}