├── .eslintrc.json ├── .github └── FUNDING.yml ├── .gitignore ├── .prettierrc.json ├── LICENSE ├── README.md ├── package-lock.json ├── package.json ├── src ├── GPTFunctions.ts ├── index.ts └── utils.ts └── tsconfig.json /.eslintrc.json: -------------------------------------------------------------------------------- 1 | { 2 | "env": { 3 | "browser": true, 4 | "es2021": true, 5 | "node": true 6 | }, 7 | "extends": [ 8 | "eslint:recommended", 9 | "plugin:@typescript-eslint/recommended" 10 | ], 11 | "overrides": [ 12 | ], 13 | "parser": "@typescript-eslint/parser", 14 | "parserOptions": { 15 | "ecmaVersion": "latest", 16 | "sourceType": "module" 17 | }, 18 | "plugins": [ 19 | "@typescript-eslint" 20 | ], 21 | "rules": { 22 | } 23 | } 24 | -------------------------------------------------------------------------------- /.github/FUNDING.yml: -------------------------------------------------------------------------------- 1 | github: AlenVelocity -------------------------------------------------------------------------------- /.gitignore: -------------------------------------------------------------------------------- 1 | # File created using '.gitignore Generator' for Visual Studio Code: https://bit.ly/vscode-gig 2 | # Created by https://www.toptal.com/developers/gitignore/api/windows,visualstudiocode,node 3 | # Edit at https://www.toptal.com/developers/gitignore?templates=windows,visualstudiocode,node 4 | 5 | ### Node ### 6 | # Logs 7 | logs 8 | *.log 9 | npm-debug.log* 10 | yarn-debug.log* 11 | yarn-error.log* 12 | lerna-debug.log* 13 | .pnpm-debug.log* 14 | 15 | # Diagnostic reports (https://nodejs.org/api/report.html) 16 | report.[0-9]*.[0-9]*.[0-9]*.[0-9]*.json 17 | 18 | # Runtime data 19 | pids 20 | *.pid 21 | *.seed 22 | *.pid.lock 23 | 24 | # Directory for instrumented libs generated by jscoverage/JSCover 25 | lib-cov 26 | 27 | # Coverage directory used by tools like istanbul 28 | coverage 29 | *.lcov 30 | 31 | # nyc test coverage 32 | .nyc_output 33 | 34 | # Grunt intermediate storage (https://gruntjs.com/creating-plugins#storing-task-files) 35 | .grunt 36 | 37 | # Bower dependency directory (https://bower.io/) 38 | bower_components 39 | 40 | # node-waf configuration 41 | .lock-wscript 42 | 43 | # Compiled binary addons (https://nodejs.org/api/addons.html) 44 | build/Release 45 | 46 | # Dependency directories 47 | node_modules/ 48 | jspm_packages/ 49 | 50 | # Snowpack dependency directory (https://snowpack.dev/) 51 | web_modules/ 52 | 53 | # TypeScript cache 54 | *.tsbuildinfo 55 | 56 | # Optional npm cache directory 57 | .npm 58 | 59 | # Optional eslint cache 60 | .eslintcache 61 | 62 | # Optional stylelint cache 63 | .stylelintcache 64 | 65 | # Microbundle cache 66 | .rpt2_cache/ 67 | .rts2_cache_cjs/ 68 | .rts2_cache_es/ 69 | .rts2_cache_umd/ 70 | 71 | # Optional REPL history 72 | .node_repl_history 73 | 74 | # Output of 'npm pack' 75 | *.tgz 76 | 77 | # Yarn Integrity file 78 | .yarn-integrity 79 | 80 | # dotenv environment variable files 81 | .env 82 | .env.development.local 83 | .env.test.local 84 | .env.production.local 85 | .env.local 86 | 87 | # parcel-bundler cache (https://parceljs.org/) 88 | .cache 89 | .parcel-cache 90 | 91 | # Next.js build output 92 | .next 93 | out 94 | 95 | # Nuxt.js build / generate output 96 | .nuxt 97 | dist 98 | 99 | # Gatsby files 100 | .cache/ 101 | # Comment in the public line in if your project uses Gatsby and not Next.js 102 | # https://nextjs.org/blog/next-9-1#public-directory-support 103 | # public 104 | 105 | # vuepress build output 106 | .vuepress/dist 107 | 108 | # vuepress v2.x temp and cache directory 109 | .temp 110 | 111 | # Docusaurus cache and generated files 112 | .docusaurus 113 | 114 | # Serverless directories 115 | .serverless/ 116 | 117 | # FuseBox cache 118 | .fusebox/ 119 | 120 | # DynamoDB Local files 121 | .dynamodb/ 122 | 123 | # TernJS port file 124 | .tern-port 125 | 126 | # Stores VSCode versions used for testing VSCode extensions 127 | .vscode-test 128 | 129 | # yarn v2 130 | .yarn/cache 131 | .yarn/unplugged 132 | .yarn/build-state.yml 133 | .yarn/install-state.gz 134 | .pnp.* 135 | 136 | ### Node Patch ### 137 | # Serverless Webpack directories 138 | .webpack/ 139 | 140 | # Optional stylelint cache 141 | 142 | # SvelteKit build / generate output 143 | .svelte-kit 144 | 145 | ### VisualStudioCode ### 146 | .vscode/* 147 | !.vscode/settings.json 148 | !.vscode/tasks.json 149 | !.vscode/launch.json 150 | !.vscode/extensions.json 151 | !.vscode/*.code-snippets 152 | 153 | # Local History for Visual Studio Code 154 | .history/ 155 | 156 | # Built Visual Studio Code Extensions 157 | *.vsix 158 | 159 | ### VisualStudioCode Patch ### 160 | # Ignore all local history of files 161 | .history 162 | .ionide 163 | 164 | ### Windows ### 165 | # Windows thumbnail cache files 166 | Thumbs.db 167 | Thumbs.db:encryptable 168 | ehthumbs.db 169 | ehthumbs_vista.db 170 | 171 | # Dump file 172 | *.stackdump 173 | 174 | # Folder config file 175 | [Dd]esktop.ini 176 | 177 | # Recycle Bin used on file shares 178 | $RECYCLE.BIN/ 179 | 180 | # Windows Installer files 181 | *.cab 182 | *.msi 183 | *.msix 184 | *.msm 185 | *.msp 186 | 187 | # Windows shortcuts 188 | *.lnk 189 | 190 | # End of https://www.toptal.com/developers/gitignore/api/windows,visualstudiocode,node 191 | 192 | # Custom rules (everything added below won't be overriden by 'Generate .gitignore File' if you use 'Update' option) 193 | 194 | build 195 | bin/*.bin 196 | 197 | -------------------------------------------------------------------------------- /.prettierrc.json: -------------------------------------------------------------------------------- 1 | { 2 | "tabWidth": 4, 3 | "printWidth": 120, 4 | "singleQuote": true, 5 | "trailingComma": "none", 6 | "semi": false, 7 | "bracketSpacing": true 8 | } -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- 1 | MIT License 2 | 3 | Copyright (c) 2023 Alen Yohannan 4 | 5 | Permission is hereby granted, free of charge, to any person obtaining a copy 6 | of this software and associated documentation files (the "Software"), to deal 7 | in the Software without restriction, including without limitation the rights 8 | to use, copy, modify, merge, publish, distribute, sublicense, and/or sell 9 | copies of the Software, and to permit persons to whom the Software is 10 | furnished to do so, subject to the following conditions: 11 | 12 | The above copyright notice and this permission notice shall be included in all 13 | copies or substantial portions of the Software. 14 | 15 | THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR 16 | IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, 17 | FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE 18 | AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER 19 | LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, 20 | OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE 21 | SOFTWARE. 22 | -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 1 |
2 | 3 | # GPTFunctions 4 | 5 | ### **Convert raw text into actual Javascript Functions** 6 | 7 | 8 | [![NPM](https://img.shields.io/npm/l/gpt-functions?style=flat-square&label=License)](https://github.com/AlenVelocity/gpt-functions/blob/master/LICENSE) [![CodeFactor](https://img.shields.io/codefactor/grade/github/AlenVelocity/gpt-functions?style=flat-square&label=Code%20Quality)](https://www.codefactor.io/repository/github/AlenVelocity/gpt-functions) [![NPM](https://img.shields.io/npm/dw/gpt-functions?style=flat-square&label=Downloads)](https://npmjs.com/package/gpt-functions) 9 | 10 |
11 | 12 | ## Installation 13 | 14 | ```shell 15 | npm install gpt-functions 16 | ``` 17 | 18 | ## Usage 19 | 20 | ### Initialiaze the GPT Functions class 21 | 22 | ```js 23 | import { GPTFunctions } from 'gpt-functions' 24 | 25 | const API_KEY = 'your-openai-api-key-here' 26 | const gpt = new GPTFunctions(API_KEY) 27 | ``` 28 | 29 | ### **.createFunction()** 30 | 31 | #### Example Usage 32 | 33 | ```js 34 | const celsiusToFahrenheit = await gpt.createFunction('convert the given temperature from Celsius to Fahrenheit') 35 | 36 | console.log(celsiusToFahrenheit(25)) 37 | console.log(celsiusToFahrenheit(10)) 38 | ``` 39 | **Output** 40 | ```js 41 | 77 42 | 50 43 | ``` 44 | 45 | #### Using the Options Object (Recommended way) 46 | ```js 47 | const permutations = await gpt.createFunction({ 48 | func: '(array) => array', 49 | desc: 'Return all permutations of the passed array' 50 | }) 51 | 52 | console.log(permutations([1,2,3])) 53 | ``` 54 | 55 | **Output** 56 | ```js 57 | [ 58 | [ 1, 2, 3 ], 59 | [ 1, 3, 2 ], 60 | [ 2, 1, 3 ], 61 | [ 2, 3, 1 ], 62 | [ 3, 1, 2 ], 63 | [ 3, 2, 1 ] 64 | ] 65 | ``` 66 | 67 | **⚠️ WARNING ⚠️** 68 | > NEVER PASS RAW USER INPUT WITHOUT VALIDATING IT FIRST. GPTFUNCTIONS USES THE JS FUNCTION CONSTRUCTOR, WHICH CAN EXECUTE ARBITRARY CODE. AN ATTACKER COULD EXPLOIT THIS TO RUN MALICIOUS CODE ON YOUR SYSTEM. ALWAYS VALIDATE USER INPUT AND SANITIZE IT BEFORE PASSING IT 69 | 70 | .createFunction() is a method that takes a string as the functio description or an object with the following properties as its parameter: 71 | 72 | func: a string that represents the type of the fucntion 73 | desc: a string that describes what the code does 74 | model: the name of the OpenAI model you want to use to execute the code 75 | evaulate: a function evaluates the string to a an actual function `Default: Function Constructor` 76 | 77 | The createFunction() method returns a function that can be called with arguments to execute the code provided in the `func` property. 78 | 79 | Note that the createFunction() function does not execute the code immediately, but instead returns a function that can be used to execute the code later 80 | 81 | ### **GPTFunctions.prototype.getResult()** 82 | 83 | ```js 84 | const result = await gpt.getResult({ 85 | func: '(array, array) => array', 86 | args: [['a', 'b', 'c'], ['x', 'y', 'z']], 87 | desc: 'Creates an array of arrays, grouping the elements of each input array based on their index.' 88 | }) 89 | 90 | console.log(result) 91 | ``` 92 | 93 | **Output** 94 | ```js 95 | [ [ 'a', 'x' ], [ 'b', 'y' ], [ 'c', 'z' ] ] 96 | ``` 97 | 98 | GPTFunctions.prototype.getResult() is a function that takes an object with the following properties as its parameter: 99 | 100 | - `func`: a string that represents the code you want to execute 101 | - `args`: an array of arrays containing the arguments to pass to the func. 102 | - `desc`: a string that describes what the code does. 103 | - `model`: the name of the OpenAI model you want to use to execute the code. 104 | - `postProcess`: a function to parse the API response 105 | 106 | The `getResult()` method returns a Promise that resolves to the result of executing the code. 107 | 108 | ## Contribution and Acknowledgments 109 | 110 | If you find any issues or have any suggestions for improvement, please feel free to open an issue or a pull request. 111 | 112 | - [OpenAI API](openai.com) 113 | - [Torantulino/AI_Functions](https://github.com/Torantulino/AI-Functions) 114 | -------------------------------------------------------------------------------- /package-lock.json: -------------------------------------------------------------------------------- 1 | { 2 | "name": "gpt-functions", 3 | "version": "0.0.4", 4 | "lockfileVersion": 3, 5 | "requires": true, 6 | "packages": { 7 | "": { 8 | "name": "gpt-functions", 9 | "version": "0.0.4", 10 | "license": "MIT", 11 | "dependencies": { 12 | "common-tags": "^1.8.2", 13 | "openai": "^3.2.1" 14 | }, 15 | "devDependencies": { 16 | "@types/common-tags": "^1.8.1", 17 | "@typescript-eslint/eslint-plugin": "^5.57.1", 18 | "@typescript-eslint/parser": "^5.57.1", 19 | "eslint": "^8.38.0", 20 | "prettier": "^2.8.7" 21 | } 22 | }, 23 | "node_modules/@eslint-community/eslint-utils": { 24 | "version": "4.4.0", 25 | "resolved": 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| } 1731 | } 1732 | -------------------------------------------------------------------------------- /package.json: -------------------------------------------------------------------------------- 1 | { 2 | "name": "gpt-functions", 3 | "version": "0.0.4", 4 | "description": "Never code again", 5 | "main": "build/index.js", 6 | "files": [ 7 | "build/**/*" 8 | ], 9 | "types": "./build/index.d.ts", 10 | "scripts": { 11 | "build": "tsc -p .", 12 | "lint": "eslint src/**/*.ts", 13 | "fmt": "prettier --write src/**/*.ts", 14 | "prepare": "npm run build" 15 | }, 16 | "repository": { 17 | "type": "git", 18 | "url": "https://github.com/alenvelocity/gpt-functions" 19 | }, 20 | "keywords": [ 21 | "gpt", 22 | "openai", 23 | "chatgpt", 24 | "gpt4", 25 | "javascript", 26 | "typescript", 27 | "no-code" 28 | ], 29 | "author": "Alen Yohannan", 30 | "license": "MIT", 31 | "devDependencies": { 32 | "@types/common-tags": "^1.8.1", 33 | "@typescript-eslint/eslint-plugin": "^5.57.1", 34 | "@typescript-eslint/parser": "^5.57.1", 35 | "eslint": "^8.38.0", 36 | "prettier": "^2.8.7" 37 | }, 38 | "dependencies": { 39 | "common-tags": "^1.8.2", 40 | "openai": "^3.2.1" 41 | } 42 | } 43 | -------------------------------------------------------------------------------- /src/GPTFunctions.ts: -------------------------------------------------------------------------------- 1 | import { Configuration, OpenAIApi } from 'openai' 2 | import { cleanCode, getContentString, getDefaultCreateOptions } from './utils' 3 | 4 | /** 5 | * Options for getting a result from the OpenAI API 6 | * @template T The type of the function 7 | */ 8 | export type ResOptions = { 9 | /** 10 | * Rough type of the function 11 | * @example (number, number) => number 12 | */ 13 | func: string 14 | /** 15 | * The arguments for the function 16 | * @example ["4", "5"] 17 | */ 18 | args: Array 19 | /** 20 | * A description of the function being called 21 | */ 22 | desc: string 23 | /** 24 | * The name of the OpenAI API model to use 25 | * @default 'gpt-3.5-turbo' 26 | */ 27 | model?: string 28 | /** 29 | * A function to post-process the API response 30 | */ 31 | postProcess?: (response: unknown) => T 32 | } 33 | 34 | /** 35 | * Options for creating a function using the OpenAI API 36 | * @template T The type of the function 37 | */ 38 | export type CreateFucntionOptions = { 39 | /** 40 | * Rough type of the function 41 | */ 42 | func: string 43 | /** 44 | * Description of the function being defined 45 | */ 46 | desc: string 47 | /** 48 | * The name of the OpenAI API model to use 49 | * @default 'gpt-3.5-turbo' 50 | */ 51 | model?: string 52 | /** 53 | * A function to evaluate the function definition 54 | * @default Function (Function constructor) 55 | */ 56 | evaluate?: (...args: string[]) => T 57 | } 58 | 59 | export class GPTFunctions { 60 | private openai: OpenAIApi 61 | 62 | public constructor(apiKey: string) { 63 | const config = new Configuration({ 64 | apiKey 65 | }) 66 | this.openai = new OpenAIApi(config) 67 | } 68 | 69 | /** 70 | * Generate the result of calling a function 71 | * @param {ResOptions} options - The options for generating the result. 72 | * @returns {Promise} - A promise that resolves to the result of calling the function. 73 | * @template T 74 | */ 75 | public getResult = async ({ 76 | func, 77 | args, 78 | desc, 79 | model = 'gpt-3.5-turbo', 80 | postProcess = (res: unknown) => res as T 81 | }: ResOptions): Promise => { 82 | const response = await this.openai.createChatCompletion({ 83 | model, 84 | messages: [ 85 | { 86 | role: 'system', 87 | content: getContentString(func, desc) 88 | }, 89 | { 90 | role: 'user', 91 | content: args.join(', ') 92 | } 93 | ] 94 | }) 95 | return postProcess(response.data.choices[0].message?.content) 96 | } 97 | 98 | /** 99 | * Generate a function using inly it's description 100 | * @param {CreateFucntionOptions} options - The options for generating the function. 101 | * @returns {Promise} - A promise that resolves to the generated function. 102 | */ 103 | public createFunction = async unknown>(options: CreateFucntionOptions | string): Promise => { 104 | if (typeof options === 'string') options = getDefaultCreateOptions(options) 105 | const { 106 | model = 'gpt-3.5-turbo', 107 | func, 108 | desc, 109 | evaluate = Function 110 | } = options as Required> 111 | const response = await this.openai.createChatCompletion({ 112 | model, 113 | messages: [ 114 | { 115 | role: 'system', 116 | content: getContentString(func, desc, 'create') 117 | }, 118 | { 119 | role: 'user', 120 | content: desc 121 | } 122 | ], 123 | temperature: 0 124 | }) 125 | const split = response.data.choices[0].message?.content.split('|') ?? ['a', 'return undefined'] 126 | const parameters = split.shift() as string 127 | const finalFunc = evaluate(parameters, cleanCode(split.join('|'))) as T 128 | return finalFunc 129 | } 130 | } 131 | -------------------------------------------------------------------------------- /src/index.ts: -------------------------------------------------------------------------------- 1 | export * from './GPTFunctions' 2 | -------------------------------------------------------------------------------- /src/utils.ts: -------------------------------------------------------------------------------- 1 | import { stripIndents } from 'common-tags' 2 | 3 | export const getContentString = (func: string, description = '', type: 'res' | 'create' = 'res') => { 4 | return type === 'res' 5 | ? stripIndents`You are now the following JavaScript Function: 6 | \`\`\` ${description} 7 | ${func} \`\`\` 8 | Only respond with your \`return\` value. no verbose, no chat.` 9 | : stripIndents`Please provide JavaScript code for the function user defines. 10 | Please respond with the function parameter names, separated by commas. 11 | The response should be followed by a vertical bar (|) and then the code for the function body. 12 | The function body should only include the actual code that will be executed within the function body. 13 | Please do not include any function definitions, assignments, verbose language, or chat in the response. 14 | Make sure the function body ends with a return statement. 15 | Type: ${func}` 16 | } 17 | 18 | export const cleanCode = (code: string): string => { 19 | const pattern = /(```javascript|```|```js)\n([^]*?)\n```/ 20 | const match = code.match(pattern) 21 | return match ? match[2] : code 22 | } 23 | 24 | export const getDefaultCreateOptions = unknown>(desc: string) => { 25 | return { 26 | desc, 27 | func: '() => ()', 28 | model: 'gpt-3.5-turbo', 29 | evaluate: Function as unknown as (...args: string[]) => T 30 | } 31 | } 32 | -------------------------------------------------------------------------------- /tsconfig.json: -------------------------------------------------------------------------------- 1 | { 2 | "compilerOptions": { 3 | "target": "es6", 4 | "lib": [ 5 | "ESNext", 6 | "DOM" 7 | ], 8 | "module": "commonjs", 9 | "declaration": true, 10 | "outDir": "./build", 11 | "resolveJsonModule": true, 12 | "strict": true, 13 | "esModuleInterop": true, 14 | "skipLibCheck": true, 15 | "forceConsistentCasingInFileNames": true 16 | }, 17 | "include": [ 18 | "src/**/*" 19 | ], 20 | "exclude": [ 21 | "node_modules", 22 | "tests/**/*" 23 | ] 24 | } --------------------------------------------------------------------------------