├── .eslintrc.cjs ├── .gitattributes ├── .gitignore ├── .prettierrc ├── LICENSE ├── README.md ├── index.html ├── package.json ├── postcss.config.js ├── public ├── test-message-1.md └── vite.svg ├── src ├── Assistant.ts ├── Router.tsx ├── assets │ └── tldraw.svg ├── components │ ├── Spinner.tsx │ ├── UserPrompt.tsx │ └── X.tsx ├── demos │ ├── commands │ │ ├── CommandsDemo.tsx │ │ ├── OpenAiCommandsAssistant.ts │ │ ├── commands-prompt.md │ │ ├── getUserMessage.ts │ │ └── parseSequence.ts │ ├── competions-commands │ │ ├── CompletionsCommandsAssistant.ts │ │ ├── CompletionsDemo.tsx │ │ ├── EditorDriverApi.ts │ │ ├── completions-prompt.md │ │ ├── functions.ts │ │ └── getUserMessage.ts │ └── function-calling │ │ ├── FunctionCallingDemo.tsx │ │ ├── OpenAiAssistantWithFunctionCalling.tsx │ │ ├── function-calling-prompt.md │ │ ├── functions.ts │ │ └── getUserMessage.ts ├── index.css ├── lib │ ├── ConcurrencyLimiter.tsx │ ├── fetchText.tsx │ └── utils.tsx ├── main.tsx ├── sandbox │ ├── Sandbox.tsx │ ├── SandboxState.tsx │ └── sandboxAssistants.tsx ├── scenarios │ ├── 0_scenarios.ts │ ├── hey.tldr │ ├── snowman.tldr │ ├── stack.tldr │ └── tictactoe.tldr └── vite-env.d.ts ├── tailwind.config.js ├── tsconfig.json ├── tsconfig.node.json ├── vite.config.ts └── yarn.lock /.eslintrc.cjs: -------------------------------------------------------------------------------- 1 | /* eslint-env node */ 2 | module.exports = { 3 | extends: [ 4 | 'eslint:recommended', 5 | 'plugin:@typescript-eslint/recommended', 6 | 'plugin:react-hooks/recommended', 7 | ], 8 | parser: '@typescript-eslint/parser', 9 | plugins: ['@typescript-eslint'], 10 | root: true, 11 | rules: { 12 | 'no-mixed-spaces-and-tabs': 'off', 13 | '@typescript-eslint/no-unused-vars': 'off', 14 | '@typescript-eslint/no-explicit-any': 'off', 15 | }, 16 | } 17 | -------------------------------------------------------------------------------- /.gitattributes: -------------------------------------------------------------------------------- 1 | # Auto detect text files and perform LF normalization 2 | * text=auto 3 | -------------------------------------------------------------------------------- /.gitignore: -------------------------------------------------------------------------------- 1 | dist 2 | node_modules 3 | .env 4 | .env.local -------------------------------------------------------------------------------- /.prettierrc: -------------------------------------------------------------------------------- 1 | { 2 | "trailingComma": "es5", 3 | "singleQuote": true, 4 | "semi": false, 5 | "printWidth": 100, 6 | "tabWidth": 2, 7 | "useTabs": true, 8 | "plugins": ["prettier-plugin-organize-imports"] 9 | } 10 | -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- 1 | GNU GENERAL PUBLIC LICENSE 2 | Version 3, 29 June 2007 3 | 4 | Copyright (C) 2007 Free Software Foundation, Inc. 5 | Everyone is permitted to copy and distribute verbatim copies 6 | of this license document, but changing it is not allowed. 7 | 8 | Preamble 9 | 10 | The GNU General Public License is a free, copyleft license for 11 | software and other kinds of works. 12 | 13 | The licenses for most software and other practical works are designed 14 | to take away your freedom to share and change the works. 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Limitation of Liability. 601 | 602 | IN NO EVENT UNLESS REQUIRED BY APPLICABLE LAW OR AGREED TO IN WRITING 603 | WILL ANY COPYRIGHT HOLDER, OR ANY OTHER PARTY WHO MODIFIES AND/OR CONVEYS 604 | THE PROGRAM AS PERMITTED ABOVE, BE LIABLE TO YOU FOR DAMAGES, INCLUDING ANY 605 | GENERAL, SPECIAL, INCIDENTAL OR CONSEQUENTIAL DAMAGES ARISING OUT OF THE 606 | USE OR INABILITY TO USE THE PROGRAM (INCLUDING BUT NOT LIMITED TO LOSS OF 607 | DATA OR DATA BEING RENDERED INACCURATE OR LOSSES SUSTAINED BY YOU OR THIRD 608 | PARTIES OR A FAILURE OF THE PROGRAM TO OPERATE WITH ANY OTHER PROGRAMS), 609 | EVEN IF SUCH HOLDER OR OTHER PARTY HAS BEEN ADVISED OF THE POSSIBILITY OF 610 | SUCH DAMAGES. 611 | 612 | 17. Interpretation of Sections 15 and 16. 613 | 614 | If the disclaimer of warranty and limitation of liability provided 615 | above cannot be given local legal effect according to their terms, 616 | reviewing courts shall apply local law that most closely approximates 617 | an absolute waiver of all civil liability in connection with the 618 | Program, unless a warranty or assumption of liability accompanies a 619 | copy of the Program in return for a fee. 620 | 621 | END OF TERMS AND CONDITIONS 622 | 623 | How to Apply These Terms to Your New Programs 624 | 625 | If you develop a new program, and you want it to be of the greatest 626 | possible use to the public, the best way to achieve this is to make it 627 | free software which everyone can redistribute and change under these terms. 628 | 629 | To do so, attach the following notices to the program. It is safest 630 | to attach them to the start of each source file to most effectively 631 | state the exclusion of warranty; and each file should have at least 632 | the "copyright" line and a pointer to where the full notice is found. 633 | 634 | 635 | Copyright (C) 636 | 637 | This program is free software: you can redistribute it and/or modify 638 | it under the terms of the GNU General Public License as published by 639 | the Free Software Foundation, either version 3 of the License, or 640 | (at your option) any later version. 641 | 642 | This program is distributed in the hope that it will be useful, 643 | but WITHOUT ANY WARRANTY; without even the implied warranty of 644 | MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the 645 | GNU General Public License for more details. 646 | 647 | You should have received a copy of the GNU General Public License 648 | along with this program. If not, see . 649 | 650 | Also add information on how to contact you by electronic and paper mail. 651 | 652 | If the program does terminal interaction, make it output a short 653 | notice like this when it starts in an interactive mode: 654 | 655 | Copyright (C) 656 | This program comes with ABSOLUTELY NO WARRANTY; for details type `show w'. 657 | This is free software, and you are welcome to redistribute it 658 | under certain conditions; type `show c' for details. 659 | 660 | The hypothetical commands `show w' and `show c' should show the appropriate 661 | parts of the General Public License. Of course, your program's commands 662 | might be different; for a GUI interface, you would use an "about box". 663 | 664 | You should also get your employer (if you work as a programmer) or school, 665 | if any, to sign a "copyright disclaimer" for the program, if necessary. 666 | For more information on this, and how to apply and follow the GNU GPL, see 667 | . 668 | 669 | The GNU General Public License does not permit incorporating your program 670 | into proprietary programs. If your program is a subroutine library, you 671 | may consider it more useful to permit linking proprietary applications with 672 | the library. If this is what you want to do, use the GNU Lesser General 673 | Public License instead of this License. But first, please read 674 | . 675 | -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 1 | This repository collects demos that show how you might use [tldraw](https://github.com/tldraw/tldraw) together with an LLM like GPT-4. It is very much a work in progress, please use it as inspiration and experimentation. 2 | 3 | PRs welcome for new demos, prompts, strategies and models. 4 | 5 | # Installation 6 | 7 | Run `npm install` to install dependencies. 8 | 9 | # Usage 10 | 11 | 1. Create an OpenAI API key on the [platform.openai.com](platform.openai.com) website. 12 | 2. Create an Assistant on the [platform.openai.com](platform.openai.com) website. 13 | 3. Create a second Assistant on the [platform.openai.com](platform.openai.com) website. 14 | 4. Create `.env` file at the root of this repo with both the key and the assistant's id. 15 | 16 | ``` 17 | OPENAI_API_KEY="sk-sk-etcetcetc" 18 | OPENAI_ASSISTANT_ID="asst_etcetcetc" 19 | OPENAI_FUNCTIONS_ASSISTANT_ID="asst_etcetcetc" 20 | ``` 21 | 22 | Run `npm run dev` to start the server. 23 | 24 | See notes below on the different demos. 25 | -------------------------------------------------------------------------------- /index.html: -------------------------------------------------------------------------------- 1 | 2 | 3 | 4 | 5 | 6 | 7 | tldraw llm sandbox 8 | 9 | 10 |
11 | 12 | 13 | 14 | -------------------------------------------------------------------------------- /package.json: -------------------------------------------------------------------------------- 1 | { 2 | "name": "tldraw-llm-example", 3 | "private": true, 4 | "version": "0.0.0", 5 | "type": "module", 6 | "scripts": { 7 | "dev": "concurrently \"vite\" --kill-others", 8 | "dev:win": "concurrently \"vite\" --kill-others", 9 | "build": "tsc && vite build", 10 | "lint": "eslint . --ext ts,tsx --report-unused-disable-directives --max-warnings 0", 11 | "preview": "vite preview" 12 | }, 13 | "dependencies": { 14 | "@tldraw/tldraw": "^2.0.0-canary.be93cc0eb6d8", 15 | "classnames": "^2.3.2", 16 | "dotenv": "^16.3.1", 17 | "openai": "^4.20.1", 18 | "react": "^18.2.0", 19 | "react-dom": "^18.2.0", 20 | "react-router-dom": "^6.20.1" 21 | }, 22 | "devDependencies": { 23 | "@types/react": "^18.2.15", 24 | "@types/react-dom": "^18.2.7", 25 | "@typescript-eslint/eslint-plugin": "^6.14.0", 26 | "@typescript-eslint/parser": "^6.14.0", 27 | "@vitejs/plugin-react": "^4.0.3", 28 | "autoprefixer": "^10.4.16", 29 | "concurrently": "^8.2.0", 30 | "eslint": "^8.55.0", 31 | "eslint-plugin-react-hooks": "^4.6.0", 32 | "eslint-plugin-react-refresh": "^0.4.3", 33 | "postcss": "^8.4.32", 34 | "prettier": "^3.1.1", 35 | "prettier-plugin-organize-imports": "^3.2.4", 36 | "tailwindcss": "^3.3.6", 37 | "typescript": "^5.3.3", 38 | "vite": "^4.4.5" 39 | }, 40 | "packageManager": "yarn@1.22.19" 41 | } 42 | -------------------------------------------------------------------------------- /postcss.config.js: -------------------------------------------------------------------------------- 1 | export default { 2 | plugins: { 3 | tailwindcss: {}, 4 | autoprefixer: {}, 5 | }, 6 | } 7 | -------------------------------------------------------------------------------- /public/test-message-1.md: -------------------------------------------------------------------------------- 1 | Sure, to create a grid of nine boxes, I will start at the center of the viewport and create three boxes horizontally and vertically each of size 100x100; 2 | 3 | The center of the viewport is (3014.5,2267.5). Let's start with the center box: 4 | 5 | ```sequence 6 | TOOL box; // select the box tool 7 | DRAG 3014.5 2267.5 3114.5 2367.5 alt; // draw the center box 8 | ``` 9 | 10 | Next, we'll create the boxes surrounding the center. I'll start with the top row, from left to right, and then move to the next row: 11 | 12 | ```sequence 13 | TOOL box; 14 | DRAG 2814.5 2467.5 2914.5 2567.5 alt; // top left 15 | 16 | TOOL box; 17 | DRAG 3014.5 2467.5 3114.5 2567.5 alt; // top center 18 | 19 | TOOL box; 20 | DRAG 3214.5 2467.5 3314.5 2567.5 alt; // top right 21 | ``` 22 | 23 | Now, the middle row: 24 | 25 | ```sequence 26 | TOOL box; 27 | DRAG 2814.5 2267.5 2914.5 2367.5 alt; // middle left 28 | 29 | TOOL box; 30 | DRAG 3214.5 2267.5 3314.5 2367.5 alt; // middle right 31 | ``` 32 | 33 | And finally, the bottom row: 34 | 35 | ```sequence 36 | TOOL box; 37 | DRAG 2814.5 2067.5 2914.5 2167.5 alt; // bottom left 38 | 39 | TOOL box; 40 | DRAG 3014.5 2067.5 3114.5 2167.5 alt; // bottom center 41 | 42 | TOOL box; 43 | DRAG 3214.5 2067.5 3314.5 2167.5 alt; // bottom right 44 | ``` 45 | 46 | So, this will draw a grid of nine boxes in 3x3 order 47 | jam-console-devtools.js:1 . Sure, to create a grid of nine boxes, I will start at the center of the viewport and create three boxes horizontally and vertically each of size 100x100; 48 | 49 | The center of the viewport is (3014.5,2267.5). Let's start with the center box: 50 | 51 | ```sequence 52 | TOOL box; // select the box tool 53 | DRAG 3014.5 2267.5 3114.5 2367.5 alt; // draw the center box 54 | ``` 55 | 56 | Next, we'll create the boxes surrounding the center. I'll start with the top row, from left to right, and then move to the next row: 57 | 58 | ```sequence 59 | TOOL box; 60 | DRAG 2814.5 2467.5 2914.5 2567.5 alt; // top left 61 | 62 | TOOL box; 63 | DRAG 3014.5 2467.5 3114.5 2567.5 alt; // top center 64 | 65 | TOOL box; 66 | DRAG 3214.5 2467.5 3314.5 2567.5 alt; // top right 67 | ``` 68 | 69 | Now, the middle row: 70 | 71 | ```sequence 72 | TOOL box; 73 | DRAG 2814.5 2267.5 2914.5 2367.5 alt; // middle left 74 | 75 | TOOL box; 76 | DRAG 3214.5 2267.5 3314.5 2367.5 alt; // middle right 77 | ``` 78 | 79 | And finally, the bottom row: 80 | 81 | ```sequence 82 | TOOL box; 83 | DRAG 2814.5 2067.5 2914.5 2167.5 alt; // bottom left 84 | 85 | TOOL box; 86 | DRAG 3014.5 2067.5 3114.5 2167.5 alt; // bottom center 87 | 88 | TOOL box; 89 | DRAG 3214.5 2067.5 3314.5 2167.5 alt; // bottom right 90 | ``` 91 | 92 | So, this will draw a grid of nine boxes in 3x3 order. 93 | -------------------------------------------------------------------------------- /public/vite.svg: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /src/Assistant.ts: -------------------------------------------------------------------------------- 1 | import { Editor } from '@tldraw/tldraw' 2 | 3 | export interface Assistant { 4 | getDefaultSystemPrompt(): Promise 5 | setSystemPrompt(prompt: string): Promise 6 | 7 | /** Threads are created from assistants. */ 8 | createThread(editor: Editor): Promise> 9 | } 10 | 11 | export interface Thread { 12 | /** 1. An input prompt is turned into a full user message */ 13 | getUserMessage(input: string): string 14 | /** 2. The user message is send to the LLM which sends back a response */ 15 | sendMessage(input: string): Promise 16 | /** 3. The response is used to control the editor */ 17 | handleAssistantResponse(result: T): Promise 18 | cancel(): void 19 | } 20 | -------------------------------------------------------------------------------- /src/Router.tsx: -------------------------------------------------------------------------------- 1 | import { lazy, Suspense } from 'react' 2 | import { createBrowserRouter, RouterProvider } from 'react-router-dom' 3 | import { Spinner } from './components/Spinner' 4 | 5 | const CommandsDemo = lazy(() => import('./demos/commands/CommandsDemo')) 6 | const CompletionsDemo = lazy(() => import('./demos/competions-commands/CompletionsDemo')) 7 | const FunctionCallingDemo = lazy(() => import('./demos/function-calling/FunctionCallingDemo')) 8 | const Sandbox = lazy(() => import('./sandbox/Sandbox')) 9 | 10 | const routes = [ 11 | { 12 | name: 'OpenAI with completions', 13 | path: '/completions', 14 | element: , 15 | }, 16 | { 17 | name: 'OpenAI Assistant', 18 | path: '/commands', 19 | element: , 20 | }, 21 | { 22 | name: 'OpenAI Assistant with function calling', 23 | path: '/function-calling', 24 | element: , 25 | }, 26 | { 27 | name: 'Sandbox', 28 | path: '/sandbox', 29 | element: , 30 | }, 31 | ] 32 | 33 | function Home() { 34 | return ( 35 |
36 |

tldraw + LLM demos

37 | 46 |
47 | ) 48 | } 49 | 50 | const router = createBrowserRouter([ 51 | { 52 | path: '/', 53 | element: , 54 | }, 55 | ...routes, 56 | ]) 57 | 58 | export function Router() { 59 | return ( 60 | 63 | 64 | 65 | } 66 | > 67 | 68 | 69 | ) 70 | } 71 | -------------------------------------------------------------------------------- /src/assets/tldraw.svg: -------------------------------------------------------------------------------- 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 | 11 | 12 | -------------------------------------------------------------------------------- /src/components/Spinner.tsx: -------------------------------------------------------------------------------- 1 | export function Spinner(props: React.SVGProps) { 2 | return ( 3 | 4 | 5 | 6 | 7 | 15 | 16 | 17 | 18 | ) 19 | } 20 | -------------------------------------------------------------------------------- /src/components/UserPrompt.tsx: -------------------------------------------------------------------------------- 1 | import { 2 | DefaultSpinner, 3 | stopEventPropagation, 4 | useEditor, 5 | useLocalStorageState, 6 | } from '@tldraw/tldraw' 7 | import { useCallback, useEffect, useState } from 'react' 8 | import { Assistant, Thread } from '../Assistant' 9 | import { assert } from '../lib/utils' 10 | import { Spinner } from './Spinner' 11 | 12 | function useAssistant(assistant: Assistant) { 13 | const editor = useEditor() 14 | const [thread, setThread] = useState | null>(null) 15 | 16 | const [isReady, setIsReady] = useState(false) 17 | useEffect(() => { 18 | setIsReady(false) 19 | let isCancelled = false 20 | ;(async () => { 21 | const systemPrompt = await assistant.getDefaultSystemPrompt() 22 | if (isCancelled) return 23 | 24 | await assistant.setSystemPrompt(systemPrompt) 25 | if (isCancelled) return 26 | 27 | setIsReady(true) 28 | })() 29 | 30 | return () => { 31 | isCancelled = true 32 | } 33 | }, [assistant]) 34 | 35 | useEffect(() => { 36 | if (!isReady) { 37 | setThread(null) 38 | return 39 | } 40 | 41 | let isCancelled = false 42 | ;(async () => { 43 | const thread = await assistant.createThread(editor) 44 | if (isCancelled) return 45 | setThread(thread) 46 | })() 47 | return () => { 48 | isCancelled = true 49 | } 50 | }, [assistant, editor, isReady]) 51 | 52 | useEffect(() => { 53 | if (!thread) return 54 | return () => { 55 | thread.cancel() 56 | } 57 | }, [thread]) 58 | 59 | const start = useCallback( 60 | async (input: string) => { 61 | assert(thread) 62 | const userMessage = thread.getUserMessage(input) 63 | const result = await thread.sendMessage(userMessage) 64 | await thread.handleAssistantResponse(result) 65 | }, 66 | [thread] 67 | ) 68 | 69 | const restart = useCallback(async () => { 70 | const newThread = await assistant.createThread(editor) 71 | setThread(newThread) 72 | }, [assistant, editor]) 73 | 74 | const cancel = useCallback(async () => { 75 | assert(thread) 76 | await thread.cancel() 77 | }, [thread]) 78 | 79 | if (!thread || !isReady) return null 80 | return { start, restart, cancel } 81 | } 82 | 83 | export function UserPrompt({ assistant }: { assistant: Assistant }) { 84 | const editor = useEditor() 85 | const controls = useAssistant(assistant) 86 | 87 | const [state, setState] = useState<'ready' | 'waiting'>('ready') 88 | const [text, setText] = useLocalStorageState( 89 | 'prompt-input', 90 | 'Create a box at the center of the viewport.' 91 | ) 92 | 93 | const handleClearButtonClick = useCallback(() => { 94 | const ids = Array.from(editor.getCurrentPageShapeIds().values()) 95 | editor.deleteShapes(ids) 96 | }, [editor]) 97 | 98 | return ( 99 | <> 100 | {state === 'waiting' && ( 101 |
106 | 107 |
108 | )} 109 |
110 |