├── .env.example ├── .eslintrc.json ├── .gitignore ├── LICENSE ├── README.md ├── app ├── favicon.ico ├── globals.css ├── layout.tsx └── page.tsx ├── components.json ├── components ├── chat-message.tsx ├── code-block.tsx ├── markdown.tsx ├── prompt-form.tsx └── ui │ ├── avatar.tsx │ ├── button.tsx │ ├── input.tsx │ ├── scroll-area.tsx │ └── table.tsx ├── lib ├── hooks │ ├── use-copy-to-clipboard.tsx │ └── use-enter-submit.tsx └── utils.ts ├── next.config.js ├── package-lock.json ├── package.json ├── postcss.config.js ├── public ├── next.svg └── vercel.svg ├── tailwind.config.js ├── tailwind.config.ts └── tsconfig.json /.env.example: -------------------------------------------------------------------------------- 1 | NEXT_PUBLIC_SUPERAGENT_API_KEY= -------------------------------------------------------------------------------- /.eslintrc.json: -------------------------------------------------------------------------------- 1 | { 2 | "extends": "next/core-web-vitals" 3 | } 4 | -------------------------------------------------------------------------------- /.gitignore: -------------------------------------------------------------------------------- 1 | # See https://help.github.com/articles/ignoring-files/ for more about ignoring files. 2 | 3 | # dependencies 4 | /node_modules 5 | /.pnp 6 | .pnp.js 7 | .yarn/install-state.gz 8 | 9 | # testing 10 | /coverage 11 | 12 | # next.js 13 | /.next/ 14 | /out/ 15 | 16 | # production 17 | /build 18 | 19 | # misc 20 | .DS_Store 21 | *.pem 22 | 23 | # debug 24 | npm-debug.log* 25 | yarn-debug.log* 26 | yarn-error.log* 27 | 28 | # local env files 29 | .env*.local 30 | .env 31 | 32 | # vercel 33 | .vercel 34 | 35 | # typescript 36 | *.tsbuildinfo 37 | next-env.d.ts 38 | -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- 1 | MIT License 2 | 3 | Copyright (c) 2023 Ismail Pelaseyed 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 | # ⚡ SuperAI - AI Financial Analyst 2 | 3 | **SuperAI is a web application that provides a dynamic and interactive way to visualize data using Large Language Models (LLMs) and Chart.js. This application allows users to chat with structured/unstructured data and visualize the answers with dynamically rendered charts.** 4 | 5 | https://github.com/homanp/ai-financial-analyst/assets/2464556/50186cd0-b163-40a4-a033-3444b258feac 6 | 7 | ## Features 8 | - **Dynamic Chart Generation**: Utilizes Chart.js to render charts based on model outputs. 9 | - **Superagent integration**: Seamlessly integrates with the Superagent Assistants framework. 10 | - **Interactive Chat Interface**: Features a chat-like interface where users can enter data, and see the corresponding chart update in real-time. 11 | 12 | ## Getting Started 13 | This is a [Next.js](https://nextjs.org/) project bootstrapped with [`create-next-app`](https://github.com/vercel/next.js/tree/canary/packages/create-next-app). 14 | 15 | Create a [Superagent.sh account](https://beta.superagent.sh) 16 | 17 | Rename the `.env.example` to `.env` and set the required environment variables. 18 | 19 | First, run the development server: 20 | 21 | ```bash 22 | npm run dev 23 | # or 24 | yarn dev 25 | # or 26 | pnpm dev 27 | # or 28 | bun dev 29 | ``` 30 | 31 | Open [http://localhost:3000](http://localhost:3000) with your browser to see the result. 32 | 33 | You can start editing the page by modifying `app/page.tsx`. The page auto-updates as you edit the file. 34 | 35 | This project uses [`next/font`](https://nextjs.org/docs/basic-features/font-optimization) to automatically optimize and load Inter, a custom Google Font. 36 | 37 | ## Learn More 38 | 39 | To learn more about Superagent.sh, take a look at the following resources: 40 | 41 | - [Superagent Documentation](https://docs.superagent.sh) - learn about Superagent features and API. 42 | - [Superagent Tutorials]([https://nextjs.org/learn](https://www.youtube.com/channel/UCBeXnF8gh2EwAmOIwpmfjmA)) - Superagent YouTube tutorials. 43 | - [Get help](https://discord.gg/mhmJUTjW4b) - join the Superagent Discord channel to get help. 44 | -------------------------------------------------------------------------------- /app/favicon.ico: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/homanp/super-ai/871507792710fa55091aae1d3d1797408f7015df/app/favicon.ico -------------------------------------------------------------------------------- /app/globals.css: -------------------------------------------------------------------------------- 1 | @tailwind base; 2 | @tailwind components; 3 | @tailwind utilities; 4 | 5 | @layer base { 6 | :root { 7 | --background: 0 0% 100%; 8 | --foreground: 222.2 84% 4.9%; 9 | 10 | --card: 0 0% 100%; 11 | --card-foreground: 222.2 84% 4.9%; 12 | 13 | --popover: 0 0% 100%; 14 | --popover-foreground: 222.2 84% 4.9%; 15 | 16 | --primary: 222.2 47.4% 11.2%; 17 | --primary-foreground: 210 40% 98%; 18 | 19 | --secondary: 210 40% 96.1%; 20 | --secondary-foreground: 222.2 47.4% 11.2%; 21 | 22 | --muted: 210 40% 96.1%; 23 | --muted-foreground: 215.4 16.3% 46.9%; 24 | 25 | --accent: 210 40% 96.1%; 26 | --accent-foreground: 222.2 47.4% 11.2%; 27 | 28 | --destructive: 0 84.2% 60.2%; 29 | --destructive-foreground: 210 40% 98%; 30 | 31 | --border: 214.3 31.8% 91.4%; 32 | --input: 214.3 31.8% 91.4%; 33 | --ring: 222.2 84% 4.9%; 34 | 35 | --radius: 0.5rem; 36 | } 37 | 38 | .dark { 39 | --background: 222.2 84% 4.9%; 40 | --foreground: 210 40% 98%; 41 | 42 | --card: 222.2 84% 4.9%; 43 | --card-foreground: 210 40% 98%; 44 | 45 | --popover: 222.2 84% 4.9%; 46 | --popover-foreground: 210 40% 98%; 47 | 48 | --primary: 210 40% 98%; 49 | --primary-foreground: 222.2 47.4% 11.2%; 50 | 51 | --secondary: 217.2 32.6% 17.5%; 52 | --secondary-foreground: 210 40% 98%; 53 | 54 | --muted: 217.2 32.6% 17.5%; 55 | --muted-foreground: 215 20.2% 65.1%; 56 | 57 | --accent: 217.2 32.6% 17.5%; 58 | --accent-foreground: 210 40% 98%; 59 | 60 | --destructive: 0 62.8% 30.6%; 61 | --destructive-foreground: 210 40% 98%; 62 | 63 | --border: 217.2 32.6% 17.5%; 64 | --input: 217.2 32.6% 17.5%; 65 | --ring: 212.7 26.8% 83.9%; 66 | } 67 | } 68 | 69 | @layer base { 70 | * { 71 | @apply border-border; 72 | } 73 | body { 74 | @apply bg-background text-foreground; 75 | } 76 | } -------------------------------------------------------------------------------- /app/layout.tsx: -------------------------------------------------------------------------------- 1 | import type { Metadata } from "next"; 2 | import { Inter } from "next/font/google"; 3 | import "./globals.css"; 4 | 5 | const inter = Inter({ subsets: ["latin"] }); 6 | 7 | export const metadata: Metadata = { 8 | title: "Create Next App", 9 | description: "Generated by create next app", 10 | }; 11 | 12 | export default function RootLayout({ 13 | children, 14 | }: { 15 | children: React.ReactNode; 16 | }) { 17 | return ( 18 | 19 | {children} 20 | 21 | ); 22 | } 23 | -------------------------------------------------------------------------------- /app/page.tsx: -------------------------------------------------------------------------------- 1 | "use client"; 2 | 3 | import React from "react"; 4 | import { fetchEventSource } from "@microsoft/fetch-event-source"; 5 | import { Chart as ChartJS, ArcElement, Tooltip, Legend, Title } from "chart.js"; 6 | import { Doughnut } from "react-chartjs-2"; 7 | 8 | import PromptForm from "@/components/prompt-form"; 9 | import ChatMessage from "@/components/chat-message"; 10 | 11 | ChartJS.register(ArcElement, Tooltip, Legend, Title); 12 | 13 | // Change this to your own hosted Superagent instance 14 | const API_URL = "https://api.beta.superagent.sh/api/v1"; 15 | 16 | // Change this to your Superagent Agent ID 17 | const CHAT_AGENT_ID = "e9409d15-a371-4fa7-913b-5ca114aae0e2"; 18 | const STRUCTERED_PREDICTION_AGENT_ID = "c39f0a9c-6e99-47a1-a5d3-0f5604fbf720"; 19 | 20 | const HEADERS = { 21 | "Content-Type": "application/json", 22 | authorization: `Bearer ${process.env.NEXT_PUBLIC_SUPERAGENT_API_KEY}`, 23 | }; 24 | 25 | const chartOptions = { 26 | plugins: { 27 | legend: { 28 | labels: { 29 | color: "white", // Legend labels 30 | }, 31 | }, 32 | }, 33 | }; 34 | 35 | const chartData = { 36 | labels: [], 37 | datasets: [ 38 | { 39 | label: "", 40 | data: [], 41 | backgroundColor: [ 42 | "rgba(255, 99, 132, 0.2)", 43 | "rgba(54, 162, 235, 0.2)", 44 | "rgba(255, 206, 86, 0.2)", 45 | "rgba(75, 192, 192, 0.2)", 46 | "rgba(153, 102, 255, 0.2)", 47 | "rgba(255, 159, 64, 0.2)", 48 | ], 49 | borderColor: [ 50 | "rgba(255, 99, 132, 1)", 51 | "rgba(54, 162, 235, 1)", 52 | "rgba(255, 206, 86, 1)", 53 | "rgba(75, 192, 192, 1)", 54 | "rgba(153, 102, 255, 1)", 55 | "rgba(255, 159, 64, 1)", 56 | ], 57 | borderWidth: 1, 58 | }, 59 | ], 60 | }; 61 | 62 | export default function Home() { 63 | const [messages, setMessages] = React.useState< 64 | { type: string; message: string }[] 65 | >([{ type: "ai", message: "Hello there, how can I help you?" }]); 66 | const [data, setData] = React.useState(chartData); 67 | const [chartResponse, setChartResponseData] = React.useState(null); 68 | 69 | async function onSubmit(value: string) { 70 | let message = ""; 71 | 72 | setMessages((previousMessages: any) => [ 73 | ...previousMessages, 74 | { type: "human", message: value }, 75 | ]); 76 | 77 | setMessages((previousMessages) => [ 78 | ...previousMessages, 79 | { type: "ai", message }, 80 | ]); 81 | 82 | await fetchEventSource(`${API_URL}/agents/${CHAT_AGENT_ID}/invoke`, { 83 | method: "POST", 84 | headers: HEADERS, 85 | body: JSON.stringify({ 86 | input: value, 87 | enableStreaming: true, 88 | sessionId: "test", 89 | }), 90 | openWhenHidden: true, 91 | async onclose() { 92 | const chartResponse = await fetch( 93 | `${API_URL}/agents/${STRUCTERED_PREDICTION_AGENT_ID}/invoke`, 94 | { 95 | method: "POST", 96 | headers: HEADERS, 97 | body: JSON.stringify({ 98 | input: message, 99 | enableStreaming: false, 100 | outputSchema: 101 | "{labels: List[str], values: List[str or int], cart_label: str}", 102 | sessionId: "test", 103 | }), 104 | } 105 | ); 106 | const { data: chartResponseData } = await chartResponse.json(); 107 | 108 | setChartResponseData(chartResponseData); 109 | setData({ 110 | ...data, 111 | labels: chartResponseData?.labels || [], 112 | datasets: [ 113 | { 114 | ...data.datasets[0], 115 | data: chartResponseData?.values || [], 116 | }, 117 | ], 118 | }); 119 | }, 120 | async onmessage(event) { 121 | if (event.data !== "[END]") { 122 | message += event.data === "" ? `${event.data} \n` : event.data; 123 | setMessages((previousMessages) => { 124 | let updatedMessages = [...previousMessages]; 125 | 126 | for (let i = updatedMessages.length - 1; i >= 0; i--) { 127 | if (updatedMessages[i].type === "ai") { 128 | updatedMessages[i].message = message; 129 | break; 130 | } 131 | } 132 | 133 | return updatedMessages; 134 | }); 135 | } 136 | }, 137 | }); 138 | } 139 | 140 | return ( 141 |
142 |
143 | {chartResponse?.values?.length > 0 && ( 144 | <> 145 |

146 | {chartResponse?.chart_label} 147 |

148 |
149 | 150 |
151 | 152 | )} 153 |
154 |
155 |
156 | {messages.map(({ type, message }, index) => ( 157 | 162 | ))} 163 |
164 |
165 | { 167 | onSubmit(value); 168 | }} 169 | /> 170 |
171 |
172 |
173 | ); 174 | } 175 | -------------------------------------------------------------------------------- /components.json: -------------------------------------------------------------------------------- 1 | { 2 | "$schema": "https://ui.shadcn.com/schema.json", 3 | "style": "default", 4 | "rsc": true, 5 | "tsx": true, 6 | "tailwind": { 7 | "config": "tailwind.config.js", 8 | "css": "app/globals.css", 9 | "baseColor": "slate", 10 | "cssVariables": true 11 | }, 12 | "aliases": { 13 | "components": "@/components", 14 | "utils": "@/lib/utils" 15 | } 16 | } -------------------------------------------------------------------------------- /components/chat-message.tsx: -------------------------------------------------------------------------------- 1 | "use client"; 2 | import React from "react"; 3 | import { motion } from "framer-motion"; 4 | import remarkGfm from "remark-gfm"; 5 | import remarkMath from "remark-math"; 6 | 7 | import { Avatar, AvatarFallback } from "@/components/ui/avatar"; 8 | import { CodeBlock } from "@/components/code-block"; 9 | import { MemoizedReactMarkdown } from "@/components/markdown"; 10 | import { 11 | Table, 12 | TableBody, 13 | TableCell, 14 | TableHead, 15 | TableHeader, 16 | TableRow, 17 | } from "@/components/ui/table"; 18 | 19 | interface MessageProps { 20 | type: string; 21 | message: string; 22 | } 23 | 24 | function PulsatingCursor() { 25 | return ( 26 | 38 | ▍ 39 | 40 | ); 41 | } 42 | 43 | export default function Message({ type, message }: MessageProps) { 44 | return ( 45 |
46 | 47 | 50 | 51 | {message?.length === 0 && } 52 | 59 | {children}
60 |
61 | ); 62 | }, 63 | thead({ children }) { 64 | return {children}; 65 | }, 66 | tbody({ children }) { 67 | return {children}; 68 | }, 69 | tr({ children }) { 70 | return {children}; 71 | }, 72 | th({ children }) { 73 | return ( 74 | {children} 75 | ); 76 | }, 77 | td({ children }) { 78 | return ( 79 | {children} 80 | ); 81 | }, 82 | p({ children }) { 83 | return

{children}

; 84 | }, 85 | a({ children, href }) { 86 | return ( 87 | 93 | {children} 94 | 95 | ); 96 | }, 97 | ol({ children }) { 98 | return
    {children}
; 99 | }, 100 | ul({ children }) { 101 | return ; 102 | }, 103 | li({ children }) { 104 | return
  • {children}
    • ; 105 | }, 106 | // @ts-ignore 107 | code({ node, inline, className, children, ...props }) { 108 | children = React.Children.map(children, (child) => 109 | typeof child === "string" ? child.replace("`▍`", "▍") : child 110 | ); 111 | 112 | const match = /language-(\w+)/.exec(className || ""); 113 | 114 | if (inline) { 115 | return ( 116 | 120 | {children} 121 | 122 | ); 123 | } 124 | 125 | return ( 126 | 132 | ); 133 | }, 134 | }} 135 | > 136 | {message} 137 | 138 | 139 | ); 140 | } 141 | -------------------------------------------------------------------------------- /components/code-block.tsx: -------------------------------------------------------------------------------- 1 | // Inspired by Chatbot-UI and modified to fit the needs of this project 2 | // @see https://github.com/mckaywrigley/chatbot-ui/blob/main/components/Markdown/CodeBlock.tsx 3 | 4 | "use client"; 5 | 6 | import { FC, memo } from "react"; 7 | import { CheckIcon, CopyIcon, DownloadIcon } from "@radix-ui/react-icons"; 8 | import { Prism as SyntaxHighlighter } from "react-syntax-highlighter"; 9 | import { coldarkDark } from "react-syntax-highlighter/dist/cjs/styles/prism"; 10 | 11 | import { useCopyToClipboard } from "@/lib/hooks/use-copy-to-clipboard"; 12 | import { Button } from "@/components/ui/button"; 13 | 14 | interface Props { 15 | language: string; 16 | value: string; 17 | } 18 | 19 | interface languageMap { 20 | [key: string]: string | undefined; 21 | } 22 | 23 | export const programmingLanguages: languageMap = { 24 | javascript: ".js", 25 | python: ".py", 26 | java: ".java", 27 | c: ".c", 28 | cpp: ".cpp", 29 | "c++": ".cpp", 30 | "c#": ".cs", 31 | ruby: ".rb", 32 | php: ".php", 33 | swift: ".swift", 34 | "objective-c": ".m", 35 | kotlin: ".kt", 36 | typescript: ".ts", 37 | go: ".go", 38 | perl: ".pl", 39 | rust: ".rs", 40 | scala: ".scala", 41 | haskell: ".hs", 42 | lua: ".lua", 43 | shell: ".sh", 44 | sql: ".sql", 45 | html: ".html", 46 | css: ".css", 47 | // add more file extensions here, make sure the key is same as language prop in CodeBlock.tsx component 48 | }; 49 | 50 | export const generateRandomString = (length: number, lowercase = false) => { 51 | const chars = "ABCDEFGHJKLMNPQRSTUVWXY3456789"; // excluding similar looking characters like Z, 2, I, 1, O, 0 52 | let result = ""; 53 | for (let i = 0; i < length; i++) { 54 | result += chars.charAt(Math.floor(Math.random() * chars.length)); 55 | } 56 | return lowercase ? result.toLowerCase() : result; 57 | }; 58 | 59 | const CodeBlock: FC = memo(({ language, value }) => { 60 | const { isCopied, copyToClipboard } = useCopyToClipboard({ timeout: 2000 }); 61 | 62 | const downloadAsFile = () => { 63 | if (typeof window === "undefined") { 64 | return; 65 | } 66 | const fileExtension = programmingLanguages[language] || ".file"; 67 | const suggestedFileName = `file-${generateRandomString( 68 | 3, 69 | true 70 | )}${fileExtension}`; 71 | const fileName = window.prompt("Enter file name" || "", suggestedFileName); 72 | 73 | if (!fileName) { 74 | // User pressed cancel on prompt. 75 | return; 76 | } 77 | 78 | const blob = new Blob([value], { type: "text/plain" }); 79 | const url = URL.createObjectURL(blob); 80 | const link = document.createElement("a"); 81 | link.download = fileName; 82 | link.href = url; 83 | link.style.display = "none"; 84 | document.body.appendChild(link); 85 | link.click(); 86 | document.body.removeChild(link); 87 | URL.revokeObjectURL(url); 88 | }; 89 | 90 | const onCopy = () => { 91 | if (isCopied) return; 92 | copyToClipboard(value); 93 | }; 94 | 95 | return ( 96 |
    97 |
    98 | {language} 99 |
    100 | 109 | 117 |
    118 |
    119 | 138 | {value} 139 | 140 |
    141 | ); 142 | }); 143 | CodeBlock.displayName = "CodeBlock"; 144 | 145 | export { CodeBlock }; 146 | -------------------------------------------------------------------------------- /components/markdown.tsx: -------------------------------------------------------------------------------- 1 | import { FC, memo } from "react"; 2 | import ReactMarkdown, { Options } from "react-markdown"; 3 | 4 | export const MemoizedReactMarkdown: FC = memo( 5 | ReactMarkdown, 6 | (prevProps, nextProps) => 7 | prevProps.children === nextProps.children && 8 | prevProps.className === nextProps.className 9 | ); 10 | -------------------------------------------------------------------------------- /components/prompt-form.tsx: -------------------------------------------------------------------------------- 1 | "use client"; 2 | 3 | import * as React from "react"; 4 | import { ArrowUpIcon } from "@radix-ui/react-icons"; 5 | import Textarea from "react-textarea-autosize"; 6 | 7 | import { useEnterSubmit } from "@/lib/hooks/use-enter-submit"; 8 | import { Button } from "@/components/ui/button"; 9 | 10 | export interface PromptProps { 11 | onSubmit: (value: string) => Promise; 12 | } 13 | 14 | export default function PromptFrom({ onSubmit }: PromptProps) { 15 | const [input, setInput] = React.useState(); 16 | const { formRef, onKeyDown } = useEnterSubmit(); 17 | const inputRef = React.useRef(null); 18 | 19 | React.useEffect(() => { 20 | if (inputRef.current) { 21 | inputRef.current.focus(); 22 | } 23 | }, []); 24 | 25 | return ( 26 |
    { 28 | e.preventDefault(); 29 | if (!input?.trim()) { 30 | return; 31 | } 32 | setInput(""); 33 | await onSubmit(input); 34 | }} 35 | ref={formRef} 36 | > 37 |
    38 |