diff --git a/nextjs-llamaindex-agent/.eslintrc.json b/nextjs-llamaindex-agent/.eslintrc.json new file mode 100644 index 0000000..a6a55d1 --- /dev/null +++ b/nextjs-llamaindex-agent/.eslintrc.json @@ -0,0 +1,8 @@ +{ + "extends": ["next/core-web-vitals", "prettier"], + "rules": { + "max-params": ["error", 4], + "prefer-const": "error", + "no-unused-vars": ["warn", { "argsIgnorePattern": "^_" }] + } +} diff --git a/nextjs-llamaindex-agent/.gitignore b/nextjs-llamaindex-agent/.gitignore new file mode 100644 index 0000000..920fcdc --- /dev/null +++ b/nextjs-llamaindex-agent/.gitignore @@ -0,0 +1,38 @@ +# See https://help.github.com/articles/ignoring-files/ for more about ignoring files. + +# dependencies +/node_modules +/.pnp +.pnp.js + +# testing +/coverage + +# next.js +/.next/ +/out/ + +# production +/build + +# misc +.DS_Store +*.pem + +# debug +npm-debug.log* +yarn-debug.log* +yarn-error.log* + +# local env files +.env*.local +.env + +# vercel +.vercel + +# typescript +*.tsbuildinfo +next-env.d.ts + +cache/ \ No newline at end of file diff --git a/nextjs-llamaindex-agent/Dockerfile b/nextjs-llamaindex-agent/Dockerfile new file mode 100644 index 0000000..5c738ab --- /dev/null +++ b/nextjs-llamaindex-agent/Dockerfile @@ -0,0 +1,16 @@ +FROM node:20-alpine as build + +WORKDIR /app + +# Install dependencies +COPY package.json package-lock.* ./ +RUN npm install + +# Build the application +COPY . . +RUN npm run build + +# ==================================== +FROM build as release + +CMD ["npm", "run", "start"] \ No newline at end of file diff --git a/nextjs-llamaindex-agent/README.md b/nextjs-llamaindex-agent/README.md new file mode 100644 index 0000000..553e350 --- /dev/null +++ b/nextjs-llamaindex-agent/README.md @@ -0,0 +1,37 @@ +This is a [LlamaIndex](https://www.llamaindex.ai/) project using [Next.js](https://nextjs.org/) bootstrapped with [`create-llama`](https://github.com/run-llama/LlamaIndexTS/tree/main/packages/create-llama). + +This project was created to demonstrate the use of React Server Components with LlamaIndex Agents. + +## Getting Started + +First, you need to specify an `OPENAI_API_KEY` in an .env file in this directory. +``` +OPENAI_API_KEY= +``` + +Then, install the dependencies: + +``` +pnpm install +``` + +Run the development server: + +``` +pnpm run dev +``` + +Open [http://localhost:3000](http://localhost:3000) with your browser to see the result. + +You can start editing the page by modifying `app/page.tsx`. The page auto-updates as you edit the file. + +This project uses [`next/font`](https://nextjs.org/docs/basic-features/font-optimization) to automatically optimize and load Inter, a custom Google Font. + +## Learn More + +To learn more about LlamaIndex, take a look at the following resources: + +- [LlamaIndex Documentation](https://docs.llamaindex.ai) - learn about LlamaIndex (Python features). +- [LlamaIndexTS Documentation](https://ts.llamaindex.ai) - learn about LlamaIndex (Typescript features). + +You can check out [the LlamaIndexTS GitHub repository](https://github.com/run-llama/LlamaIndexTS) - your feedback and contributions are welcome! diff --git a/nextjs-llamaindex-agent/app/components/chat-section.tsx b/nextjs-llamaindex-agent/app/components/chat-section.tsx new file mode 100644 index 0000000..9d7a6b2 --- /dev/null +++ b/nextjs-llamaindex-agent/app/components/chat-section.tsx @@ -0,0 +1,12 @@ +"use client"; + +import { ChatInput, ChatMessages } from "./ui/chat"; + +export default function ChatSection() { + return ( +
+ + +
+ ); +} diff --git a/nextjs-llamaindex-agent/app/components/header.tsx b/nextjs-llamaindex-agent/app/components/header.tsx new file mode 100644 index 0000000..2b0e488 --- /dev/null +++ b/nextjs-llamaindex-agent/app/components/header.tsx @@ -0,0 +1,28 @@ +import Image from "next/image"; + +export default function Header() { + return ( +
+

+ Get started by editing  + app/page.tsx +

+
+ + Built by LlamaIndex + Llama Logo + +
+
+ ); +} diff --git a/nextjs-llamaindex-agent/app/components/ui/button.tsx b/nextjs-llamaindex-agent/app/components/ui/button.tsx new file mode 100644 index 0000000..662b040 --- /dev/null +++ b/nextjs-llamaindex-agent/app/components/ui/button.tsx @@ -0,0 +1,56 @@ +import { Slot } from "@radix-ui/react-slot"; +import { cva, type VariantProps } from "class-variance-authority"; +import * as React from "react"; + +import { cn } from "./lib/utils"; + +const buttonVariants = cva( + "inline-flex items-center justify-center whitespace-nowrap rounded-md text-sm font-medium ring-offset-background transition-colors focus-visible:outline-none focus-visible:ring-2 focus-visible:ring-ring focus-visible:ring-offset-2 disabled:pointer-events-none disabled:opacity-50", + { + variants: { + variant: { + default: "bg-primary text-primary-foreground hover:bg-primary/90", + destructive: + "bg-destructive text-destructive-foreground hover:bg-destructive/90", + outline: + "border border-input bg-background hover:bg-accent hover:text-accent-foreground", + secondary: + "bg-secondary text-secondary-foreground hover:bg-secondary/80", + ghost: "hover:bg-accent hover:text-accent-foreground", + link: "text-primary underline-offset-4 hover:underline", + }, + size: { + default: "h-10 px-4 py-2", + sm: "h-9 rounded-md px-3", + lg: "h-11 rounded-md px-8", + icon: "h-10 w-10", + }, + }, + defaultVariants: { + variant: "default", + size: "default", + }, + }, +); + +export interface ButtonProps + extends React.ButtonHTMLAttributes, + VariantProps { + asChild?: boolean; +} + +const Button = React.forwardRef( + ({ className, variant, size, asChild = false, ...props }, ref) => { + const Comp = asChild ? Slot : "button"; + return ( + + ); + }, +); +Button.displayName = "Button"; + +export { Button, buttonVariants }; diff --git a/nextjs-llamaindex-agent/app/components/ui/chat/chat-avatar.tsx b/nextjs-llamaindex-agent/app/components/ui/chat/chat-avatar.tsx new file mode 100644 index 0000000..a4a4853 --- /dev/null +++ b/nextjs-llamaindex-agent/app/components/ui/chat/chat-avatar.tsx @@ -0,0 +1,35 @@ +import { Blend, User2 } from "lucide-react"; +import Image from "next/image"; + +type AvatarType = "user" | "function" | "assistant"; + +export default function ChatAvatar({ role = "user" }: { role: AvatarType }) { + if (role === "user") { + return ( +
+ +
+ ); + } + + if (role === "function") { + return ( +
+ +
+ ); + } + + return ( +
+ Llama Logo +
+ ); +} diff --git a/nextjs-llamaindex-agent/app/components/ui/chat/chat-input.tsx b/nextjs-llamaindex-agent/app/components/ui/chat/chat-input.tsx new file mode 100644 index 0000000..a01c401 --- /dev/null +++ b/nextjs-llamaindex-agent/app/components/ui/chat/chat-input.tsx @@ -0,0 +1,57 @@ +import { AI } from "@/app/rsc"; +import { UIStateItem } from "@/app/rsc/type"; +import { useAIState, useActions, useUIState } from "ai/rsc"; +import { nanoid } from "nanoid"; +import { FormEvent, useState } from "react"; +import { Button } from "../button"; +import { Input } from "../input"; +import ChatMessage from "./chat-message"; + +export default function ChatInput() { + const [inputValue, setInputValue] = useState(""); + const [aiState] = useAIState(); + const [messages, setMessages] = useUIState(); + const { submitUserMessage } = useActions(); + console.log({ aiState, messages }); + + const onSubmit = async (e: FormEvent) => { + e.preventDefault(); + if (!inputValue) return; + + // Add user message to UI state + setMessages((currentMessages) => [ + ...currentMessages, + { + id: nanoid(), + display: , + }, + ]); + + // Submit and get response message + const responseMessage: UIStateItem = await submitUserMessage(inputValue); + setMessages((currentMessages) => [...currentMessages, responseMessage]); + + setInputValue(""); + }; + + return ( +
+
+ { + setInputValue(e.target.value); + }} + /> + +
+
+ ); +} diff --git a/nextjs-llamaindex-agent/app/components/ui/chat/chat-loading.tsx b/nextjs-llamaindex-agent/app/components/ui/chat/chat-loading.tsx new file mode 100644 index 0000000..c975123 --- /dev/null +++ b/nextjs-llamaindex-agent/app/components/ui/chat/chat-loading.tsx @@ -0,0 +1,9 @@ +import { Loader2 } from "lucide-react"; + +export default function ChatLoading() { + return ( +
+ +
+ ); +} diff --git a/nextjs-llamaindex-agent/app/components/ui/chat/chat-message.tsx b/nextjs-llamaindex-agent/app/components/ui/chat/chat-message.tsx new file mode 100644 index 0000000..8c80bb7 --- /dev/null +++ b/nextjs-llamaindex-agent/app/components/ui/chat/chat-message.tsx @@ -0,0 +1,21 @@ +import ChatAvatar from "./chat-avatar"; +import Markdown from "./markdown"; + +export default function ChatMessage({ + message, + role, +}: { + message: string; + role: "user" | "function" | "assistant"; +}) { + return ( +
+ +
+
+ +
+
+
+ ); +} diff --git a/nextjs-llamaindex-agent/app/components/ui/chat/chat-messages.tsx b/nextjs-llamaindex-agent/app/components/ui/chat/chat-messages.tsx new file mode 100644 index 0000000..751c171 --- /dev/null +++ b/nextjs-llamaindex-agent/app/components/ui/chat/chat-messages.tsx @@ -0,0 +1,34 @@ +import { AI } from "@/app/rsc"; +import { useUIState } from "ai/rsc"; +import { Fragment, useEffect, useRef } from "react"; + +export default function ChatMessages() { + const [messages] = useUIState(); + const scrollableChatContainerRef = useRef(null); + const messageLength = messages.length; + const lastMessage = messages[messageLength - 1]; + + const scrollToBottom = () => { + if (scrollableChatContainerRef.current) { + scrollableChatContainerRef.current.scrollTop = + scrollableChatContainerRef.current.scrollHeight; + } + }; + + useEffect(() => { + scrollToBottom(); + }, [messageLength, lastMessage]); + + return ( +
+
+ {messages.map((message) => ( + {message.display} + ))} +
+
+ ); +} diff --git a/nextjs-llamaindex-agent/app/components/ui/chat/codeblock.tsx b/nextjs-llamaindex-agent/app/components/ui/chat/codeblock.tsx new file mode 100644 index 0000000..014a0fc --- /dev/null +++ b/nextjs-llamaindex-agent/app/components/ui/chat/codeblock.tsx @@ -0,0 +1,139 @@ +"use client"; + +import { Check, Copy, Download } from "lucide-react"; +import { FC, memo } from "react"; +import { Prism, SyntaxHighlighterProps } from "react-syntax-highlighter"; +import { coldarkDark } from "react-syntax-highlighter/dist/cjs/styles/prism"; + +import { Button } from "../button"; +import { useCopyToClipboard } from "./use-copy-to-clipboard"; + +// TODO: Remove this when @type/react-syntax-highlighter is updated +const SyntaxHighlighter = Prism as unknown as FC; + +interface Props { + language: string; + value: string; +} + +interface languageMap { + [key: string]: string | undefined; +} + +export const programmingLanguages: languageMap = { + javascript: ".js", + python: ".py", + java: ".java", + c: ".c", + cpp: ".cpp", + "c++": ".cpp", + "c#": ".cs", + ruby: ".rb", + php: ".php", + swift: ".swift", + "objective-c": ".m", + kotlin: ".kt", + typescript: ".ts", + go: ".go", + perl: ".pl", + rust: ".rs", + scala: ".scala", + haskell: ".hs", + lua: ".lua", + shell: ".sh", + sql: ".sql", + html: ".html", + css: ".css", + // add more file extensions here, make sure the key is same as language prop in CodeBlock.tsx component +}; + +export const generateRandomString = (length: number, lowercase = false) => { + const chars = "ABCDEFGHJKLMNPQRSTUVWXY3456789"; // excluding similar looking characters like Z, 2, I, 1, O, 0 + let result = ""; + for (let i = 0; i < length; i++) { + result += chars.charAt(Math.floor(Math.random() * chars.length)); + } + return lowercase ? result.toLowerCase() : result; +}; + +const CodeBlock: FC = memo(({ language, value }) => { + const { isCopied, copyToClipboard } = useCopyToClipboard({ timeout: 2000 }); + + const downloadAsFile = () => { + if (typeof window === "undefined") { + return; + } + const fileExtension = programmingLanguages[language] || ".file"; + const suggestedFileName = `file-${generateRandomString( + 3, + true, + )}${fileExtension}`; + const fileName = window.prompt("Enter file name" || "", suggestedFileName); + + if (!fileName) { + // User pressed cancel on prompt. + return; + } + + const blob = new Blob([value], { type: "text/plain" }); + const url = URL.createObjectURL(blob); + const link = document.createElement("a"); + link.download = fileName; + link.href = url; + link.style.display = "none"; + document.body.appendChild(link); + link.click(); + document.body.removeChild(link); + URL.revokeObjectURL(url); + }; + + const onCopy = () => { + if (isCopied) return; + copyToClipboard(value); + }; + + return ( +
+
+ {language} +
+ + +
+
+ + {value} + +
+ ); +}); +CodeBlock.displayName = "CodeBlock"; + +export { CodeBlock }; diff --git a/nextjs-llamaindex-agent/app/components/ui/chat/index.ts b/nextjs-llamaindex-agent/app/components/ui/chat/index.ts new file mode 100644 index 0000000..112ef39 --- /dev/null +++ b/nextjs-llamaindex-agent/app/components/ui/chat/index.ts @@ -0,0 +1,5 @@ +import ChatInput from "./chat-input"; +import ChatMessages from "./chat-messages"; + +export { type ChatHandler } from "./chat.interface"; +export { ChatInput, ChatMessages }; diff --git a/nextjs-llamaindex-agent/app/components/ui/chat/markdown.tsx b/nextjs-llamaindex-agent/app/components/ui/chat/markdown.tsx new file mode 100644 index 0000000..82d2f29 --- /dev/null +++ b/nextjs-llamaindex-agent/app/components/ui/chat/markdown.tsx @@ -0,0 +1,59 @@ +import { FC, memo } from "react"; +import ReactMarkdown, { Options } from "react-markdown"; +import remarkGfm from "remark-gfm"; +import remarkMath from "remark-math"; + +import { CodeBlock } from "./codeblock"; + +const MemoizedReactMarkdown: FC = memo( + ReactMarkdown, + (prevProps, nextProps) => + prevProps.children === nextProps.children && + prevProps.className === nextProps.className, +); + +export default function Markdown({ content }: { content: string }) { + return ( + {children}

; + }, + code({ inline, className, children, ...props }) { + if (children.length) { + if (children[0] == "▍") { + return ( + ▍ + ); + } + + children[0] = (children[0] as string).replace("`▍`", "▍"); + } + + const match = /language-(\w+)/.exec(className || ""); + + if (inline) { + return ( + + {children} + + ); + } + + return ( + + ); + }, + }} + > + {content} + + ); +} diff --git a/nextjs-llamaindex-agent/app/components/ui/chat/use-copy-to-clipboard.tsx b/nextjs-llamaindex-agent/app/components/ui/chat/use-copy-to-clipboard.tsx new file mode 100644 index 0000000..e011d69 --- /dev/null +++ b/nextjs-llamaindex-agent/app/components/ui/chat/use-copy-to-clipboard.tsx @@ -0,0 +1,33 @@ +"use client"; + +import * as React from "react"; + +export interface useCopyToClipboardProps { + timeout?: number; +} + +export function useCopyToClipboard({ + timeout = 2000, +}: useCopyToClipboardProps) { + const [isCopied, setIsCopied] = React.useState(false); + + const copyToClipboard = (value: string) => { + if (typeof window === "undefined" || !navigator.clipboard?.writeText) { + return; + } + + if (!value) { + return; + } + + navigator.clipboard.writeText(value).then(() => { + setIsCopied(true); + + setTimeout(() => { + setIsCopied(false); + }, timeout); + }); + }; + + return { isCopied, copyToClipboard }; +} diff --git a/nextjs-llamaindex-agent/app/components/ui/dialog.tsx b/nextjs-llamaindex-agent/app/components/ui/dialog.tsx new file mode 100644 index 0000000..91ab4f8 --- /dev/null +++ b/nextjs-llamaindex-agent/app/components/ui/dialog.tsx @@ -0,0 +1,121 @@ +"use client"; + +import * as DialogPrimitive from "@radix-ui/react-dialog"; +import { X } from "lucide-react"; +import * as React from "react"; +import { cn } from "./lib/utils"; + +const Dialog = DialogPrimitive.Root; + +const DialogTrigger = DialogPrimitive.Trigger; + +const DialogPortal = DialogPrimitive.Portal; + +const DialogClose = DialogPrimitive.Close; + +const DialogOverlay = React.forwardRef< + React.ElementRef, + React.ComponentPropsWithoutRef +>(({ className, ...props }, ref) => ( + +)); +DialogOverlay.displayName = DialogPrimitive.Overlay.displayName; + +const DialogContent = React.forwardRef< + React.ElementRef, + React.ComponentPropsWithoutRef +>(({ className, children, ...props }, ref) => ( + + + + {children} + + + Close + + + +)); +DialogContent.displayName = DialogPrimitive.Content.displayName; + +const DialogHeader = ({ + className, + ...props +}: React.HTMLAttributes) => ( +
+); +DialogHeader.displayName = "DialogHeader"; + +const DialogFooter = ({ + className, + ...props +}: React.HTMLAttributes) => ( +
+); +DialogFooter.displayName = "DialogFooter"; + +const DialogTitle = React.forwardRef< + React.ElementRef, + React.ComponentPropsWithoutRef +>(({ className, ...props }, ref) => ( + +)); +DialogTitle.displayName = DialogPrimitive.Title.displayName; + +const DialogDescription = React.forwardRef< + React.ElementRef, + React.ComponentPropsWithoutRef +>(({ className, ...props }, ref) => ( + +)); +DialogDescription.displayName = DialogPrimitive.Description.displayName; + +export { + Dialog, + DialogClose, + DialogContent, + DialogDescription, + DialogFooter, + DialogHeader, + DialogOverlay, + DialogPortal, + DialogTitle, + DialogTrigger, +}; diff --git a/nextjs-llamaindex-agent/app/components/ui/input.tsx b/nextjs-llamaindex-agent/app/components/ui/input.tsx new file mode 100644 index 0000000..edfa129 --- /dev/null +++ b/nextjs-llamaindex-agent/app/components/ui/input.tsx @@ -0,0 +1,25 @@ +import * as React from "react"; + +import { cn } from "./lib/utils"; + +export interface InputProps + extends React.InputHTMLAttributes {} + +const Input = React.forwardRef( + ({ className, type, ...props }, ref) => { + return ( + + ); + }, +); +Input.displayName = "Input"; + +export { Input }; diff --git a/nextjs-llamaindex-agent/app/components/ui/lib/utils.ts b/nextjs-llamaindex-agent/app/components/ui/lib/utils.ts new file mode 100644 index 0000000..a5ef193 --- /dev/null +++ b/nextjs-llamaindex-agent/app/components/ui/lib/utils.ts @@ -0,0 +1,6 @@ +import { clsx, type ClassValue } from "clsx"; +import { twMerge } from "tailwind-merge"; + +export function cn(...inputs: ClassValue[]) { + return twMerge(clsx(inputs)); +} diff --git a/nextjs-llamaindex-agent/app/favicon.ico b/nextjs-llamaindex-agent/app/favicon.ico new file mode 100644 index 0000000..a1eaef6 Binary files /dev/null and b/nextjs-llamaindex-agent/app/favicon.ico differ diff --git a/nextjs-llamaindex-agent/app/globals.css b/nextjs-llamaindex-agent/app/globals.css new file mode 100644 index 0000000..09b85ed --- /dev/null +++ b/nextjs-llamaindex-agent/app/globals.css @@ -0,0 +1,94 @@ +@tailwind base; +@tailwind components; +@tailwind utilities; + +@layer base { + :root { + --background: 0 0% 100%; + --foreground: 222.2 47.4% 11.2%; + + --muted: 210 40% 96.1%; + --muted-foreground: 215.4 16.3% 46.9%; + + --popover: 0 0% 100%; + --popover-foreground: 222.2 47.4% 11.2%; + + --border: 214.3 31.8% 91.4%; + --input: 214.3 31.8% 91.4%; + + --card: 0 0% 100%; + --card-foreground: 222.2 47.4% 11.2%; + + --primary: 222.2 47.4% 11.2%; + --primary-foreground: 210 40% 98%; + + --secondary: 210 40% 96.1%; + --secondary-foreground: 222.2 47.4% 11.2%; + + --accent: 210 40% 96.1%; + --accent-foreground: 222.2 47.4% 11.2%; + + --destructive: 0 100% 50%; + --destructive-foreground: 210 40% 98%; + + --ring: 215 20.2% 65.1%; + + --radius: 0.5rem; + } + + .dark { + --background: 224 71% 4%; + --foreground: 213 31% 91%; + + --muted: 223 47% 11%; + --muted-foreground: 215.4 16.3% 56.9%; + + --accent: 216 34% 17%; + --accent-foreground: 210 40% 98%; + + --popover: 224 71% 4%; + --popover-foreground: 215 20.2% 65.1%; + + --border: 216 34% 17%; + --input: 216 34% 17%; + + --card: 224 71% 4%; + --card-foreground: 213 31% 91%; + + --primary: 210 40% 98%; + --primary-foreground: 222.2 47.4% 1.2%; + + --secondary: 222.2 47.4% 11.2%; + --secondary-foreground: 210 40% 98%; + + --destructive: 0 63% 31%; + --destructive-foreground: 210 40% 98%; + + --ring: 216 34% 17%; + + --radius: 0.5rem; + } +} + +@layer base { + * { + @apply border-border; + } + body { + @apply bg-background text-foreground; + font-feature-settings: + "rlig" 1, + "calt" 1; + } + .background-gradient { + background-color: #fff; + background-image: radial-gradient( + at 21% 11%, + rgba(186, 186, 233, 0.53) 0, + transparent 50% + ), + radial-gradient(at 85% 0, hsla(46, 57%, 78%, 0.52) 0, transparent 50%), + radial-gradient(at 91% 36%, rgba(194, 213, 255, 0.68) 0, transparent 50%), + radial-gradient(at 8% 40%, rgba(251, 218, 239, 0.46) 0, transparent 50%); + } +} diff --git a/nextjs-llamaindex-agent/app/layout.tsx b/nextjs-llamaindex-agent/app/layout.tsx new file mode 100644 index 0000000..2cfaba8 --- /dev/null +++ b/nextjs-llamaindex-agent/app/layout.tsx @@ -0,0 +1,28 @@ +import type { Metadata } from "next"; +import { Inter } from "next/font/google"; +import "./globals.css"; +import "./markdown.css"; +import { AI } from "@/app/rsc"; + +const inter = Inter({ subsets: ["latin"] }); + +export const metadata: Metadata = { + title: "Create Llama App", + description: "Generated by create-llama", +}; + +export default function RootLayout({ + children, +}: Readonly<{ + children: React.ReactNode; +}>) { + return ( + + + + {children} + + + + ); +} \ No newline at end of file diff --git a/nextjs-llamaindex-agent/app/markdown.css b/nextjs-llamaindex-agent/app/markdown.css new file mode 100644 index 0000000..a843eeb --- /dev/null +++ b/nextjs-llamaindex-agent/app/markdown.css @@ -0,0 +1,23 @@ +/* Custom CSS for chat message markdown */ +.custom-markdown ul { + list-style-type: disc; + margin-left: 20px; +} + +.custom-markdown ol { + list-style-type: decimal; + margin-left: 20px; +} + +.custom-markdown li { + margin-bottom: 5px; +} + +.custom-markdown ol ol { + list-style: lower-alpha; +} + +.custom-markdown ul ul, +.custom-markdown ol ol { + margin-left: 20px; +} diff --git a/nextjs-llamaindex-agent/app/page.tsx b/nextjs-llamaindex-agent/app/page.tsx new file mode 100644 index 0000000..ef00262 --- /dev/null +++ b/nextjs-llamaindex-agent/app/page.tsx @@ -0,0 +1,11 @@ +import Header from "@/app/components/header"; +import ChatSection from "./components/chat-section"; + +export default function Home() { + return ( +
+
+ +
+ ); +} diff --git a/nextjs-llamaindex-agent/app/rsc/actions/flight-assistant/index.tsx b/nextjs-llamaindex-agent/app/rsc/actions/flight-assistant/index.tsx new file mode 100644 index 0000000..5645e5f --- /dev/null +++ b/nextjs-llamaindex-agent/app/rsc/actions/flight-assistant/index.tsx @@ -0,0 +1,102 @@ +import "server-only"; + +import ChatLoading from "@/app/components/ui/chat/chat-loading"; +import ChatMessage from "@/app/components/ui/chat/chat-message"; +import { getMutableAIState, render } from "ai/rsc"; +import { nanoid } from "nanoid"; +import { OpenAI } from "openai"; +import { z } from "zod"; +import { type AI } from "../../index"; +import { Message, UIStateItem } from "../../type"; +import { PROMPT } from "./shared"; +import FlightCard from "./ui/flight-card"; +import { getFlightInfo } from "./tools"; + +const openai = new OpenAI({ + apiKey: process.env.OPENAI_API_KEY, +}); + +export async function chatWithFlightAssistant( + userInput: string, +): Promise { + "use server"; + const aiState = getMutableAIState(); + + // Update the AI state with the new user message. + const newUserMessage: Message = { + id: nanoid(), + role: "user", + content: userInput, + }; + aiState.update({ + ...aiState.get(), + messages: [...aiState.get().messages, newUserMessage], + }); + + // Creates a generated, streamable UI. + const ui = render({ + model: "gpt-4-0125-preview", + provider: openai, + initial: , + messages: [ + { role: "system", content: PROMPT }, + ...aiState.get().messages.map((message: any) => ({ + role: message.role, + content: message.content, + name: message.name, + })), + ], + tools: { + get_flight_info: { + description: "Get the information for a flight", + parameters: z + .object({ + flightNumber: z.string().describe("the number of the flight"), + }) + .required(), + render: async function* ({ flightNumber }) { + // Show a spinner on the client while we wait for the response. + yield ; + + // Fetch the flight information from an external API. + const flightInfo = await getFlightInfo(flightNumber); + + // Update the final AI state. + const toolResponseMessage: Message = { + id: nanoid(), + role: "function", + name: "get_flight_info", + content: JSON.stringify(flightInfo), + }; + aiState.done({ + ...aiState.get(), + messages: [...aiState.get().messages, toolResponseMessage], + }); + + // Return the flight card to the client. + return ; + }, + }, + }, + // In case, tools have not been used, fallback to response from the LLM. + text: ({ content, done }) => { + if (done) { + const assistantResponseMessage: Message = { + id: nanoid(), + role: "assistant", + content, + }; + aiState.done({ + ...aiState.get(), + messages: [...aiState.get().messages, assistantResponseMessage], + }); + } + return ; + }, + }); + + return { + id: nanoid(), + display: ui, + }; +} diff --git a/nextjs-llamaindex-agent/app/rsc/actions/flight-assistant/shared.ts b/nextjs-llamaindex-agent/app/rsc/actions/flight-assistant/shared.ts new file mode 100644 index 0000000..c5d21c3 --- /dev/null +++ b/nextjs-llamaindex-agent/app/rsc/actions/flight-assistant/shared.ts @@ -0,0 +1,14 @@ +export const PROMPT = `\ +You are a flight assistant bot and you can help users with flight information. +You can also help users with other flight-related queries. + +If the user requests information about a flight, call \`get_flight_info\` to show the flight information. + +Besides that, you can also chat with users and do some calculations if needed. +`; + +export interface FlightInfo { + flightNumber: string; + departure: string; + arrival: string; +} diff --git a/nextjs-llamaindex-agent/app/rsc/actions/flight-assistant/tools.ts b/nextjs-llamaindex-agent/app/rsc/actions/flight-assistant/tools.ts new file mode 100644 index 0000000..cea9088 --- /dev/null +++ b/nextjs-llamaindex-agent/app/rsc/actions/flight-assistant/tools.ts @@ -0,0 +1,10 @@ +import { FlightInfo } from "./shared"; + +export async function getFlightInfo(flightNumber: string): Promise { + await new Promise((resolve) => setTimeout(resolve, 1000)); + return { + flightNumber, + departure: "New York", + arrival: "San Francisco", + }; +} diff --git a/nextjs-llamaindex-agent/app/rsc/actions/flight-assistant/ui/flight-card.tsx b/nextjs-llamaindex-agent/app/rsc/actions/flight-assistant/ui/flight-card.tsx new file mode 100644 index 0000000..39badea --- /dev/null +++ b/nextjs-llamaindex-agent/app/rsc/actions/flight-assistant/ui/flight-card.tsx @@ -0,0 +1,23 @@ +import ChatAvatar from "@/app/components/ui/chat/chat-avatar"; +import { Plane } from "lucide-react"; +import { FlightInfo } from "../shared"; + +export default function FlightCard({ flightInfo }: { flightInfo: FlightInfo }) { + return ( +
+ +
+
+
+ Flight Informaton + +
+
+

Flight Number: {flightInfo.flightNumber}

+

Departure: {flightInfo.departure}

+

Arrival: {flightInfo.arrival}

+
+
+
+ ); +} diff --git a/nextjs-llamaindex-agent/app/rsc/actions/index.ts b/nextjs-llamaindex-agent/app/rsc/actions/index.ts new file mode 100644 index 0000000..a751fe1 --- /dev/null +++ b/nextjs-llamaindex-agent/app/rsc/actions/index.ts @@ -0,0 +1,2 @@ +export * from "./flight-assistant"; +export * from "./wiki-assistant"; diff --git a/nextjs-llamaindex-agent/app/rsc/actions/wiki-assistant/index.tsx b/nextjs-llamaindex-agent/app/rsc/actions/wiki-assistant/index.tsx new file mode 100644 index 0000000..8cd79ec --- /dev/null +++ b/nextjs-llamaindex-agent/app/rsc/actions/wiki-assistant/index.tsx @@ -0,0 +1,84 @@ +import "server-only"; + +import config from "@/config/tools.json"; +import { trimStartOfStreamHelper } from "ai"; +import { getMutableAIState } from "ai/rsc"; +import { MessageType, OpenAI, OpenAIAgent, ToolFactory } from "llamaindex"; +import { nanoid } from "nanoid"; +import { createAgentStreamableUI } from "../../helper"; +import { type AI } from "../../index"; +import { Message, StreamableUIHandler, UIStateItem } from "../../type"; +import WikiSummaryCard from "./ui/wiki-card"; + +const llm = new OpenAI({ model: "gpt-4-turbo-preview" }); + +const wikiToolResponseHandler: StreamableUIHandler = async ( + uiStream, + iterator, + toolOutput, +) => { + const trimStartOfStream = trimStartOfStreamHelper(); + const detailFromWiki = toolOutput!.content; + let result = ""; + while (true) { + const { value, done } = await iterator.next(); + if (done) { + uiStream.done( + , + ); + break; + } + const text = trimStartOfStream(value.response ?? ""); + if (text) { + result += text; + uiStream.update( + , + ); + } + } + return uiStream; +}; + +export async function submitUserMessage( + userInput: string, +): Promise { + "use server"; + const aiState = getMutableAIState(); + + // Update the AI state with the new user message. + const newUserMessage: Message = { + id: nanoid(), + role: "user", + content: userInput, + }; + aiState.update({ + ...aiState.get(), + messages: [...aiState.get().messages, newUserMessage], + }); + + // Create agent from tool configs, then chat to get a streamed response + const tools = await ToolFactory.createTools(config); + const agent = new OpenAIAgent({ + tools, + llm, + }); + const response = await agent.chat({ + message: userInput, + chatHistory: aiState.get().messages.map((m) => ({ + role: m.role as MessageType, + content: m.content, + })), + stream: true, + }); + + // create a UI stream from the agent streaming response + const uiStream = createAgentStreamableUI({ + agentResponse: response, + toolResponseHandler: wikiToolResponseHandler, + }); + + return { + id: nanoid(), + display: uiStream.value, + }; +} diff --git a/nextjs-llamaindex-agent/app/rsc/actions/wiki-assistant/tools.ts b/nextjs-llamaindex-agent/app/rsc/actions/wiki-assistant/tools.ts new file mode 100644 index 0000000..7483224 --- /dev/null +++ b/nextjs-llamaindex-agent/app/rsc/actions/wiki-assistant/tools.ts @@ -0,0 +1 @@ +/** You can put other wiki assistant functions here, eg. call an external API,... */ diff --git a/nextjs-llamaindex-agent/app/rsc/actions/wiki-assistant/ui/wiki-card.tsx b/nextjs-llamaindex-agent/app/rsc/actions/wiki-assistant/ui/wiki-card.tsx new file mode 100644 index 0000000..240b593 --- /dev/null +++ b/nextjs-llamaindex-agent/app/rsc/actions/wiki-assistant/ui/wiki-card.tsx @@ -0,0 +1,42 @@ +import { Button } from "@/app/components/ui/button"; +import ChatMessage from "@/app/components/ui/chat/chat-message"; +import { + Dialog, + DialogContent, + DialogDescription, + DialogHeader, + DialogTitle, + DialogTrigger, +} from "@/app/components/ui/dialog"; +import { NotebookTabs } from "lucide-react"; + +export default function WikiSummaryCard({ + result, + detail, +}: { + result: string; + detail: string; +}) { + return ( +
+
+ +
+ + + + + + + Detail Information from Wikipedia + +

{detail}

+ + + + +
+ ); +} diff --git a/nextjs-llamaindex-agent/app/rsc/helper.tsx b/nextjs-llamaindex-agent/app/rsc/helper.tsx new file mode 100644 index 0000000..03ba53a --- /dev/null +++ b/nextjs-llamaindex-agent/app/rsc/helper.tsx @@ -0,0 +1,57 @@ +import ChatLoading from "@/app/components/ui/chat/chat-loading"; +import ChatMessage from "@/app/components/ui/chat/chat-message"; +import { trimStartOfStreamHelper } from "ai"; +import { createStreamableUI } from "ai/rsc"; +import { StreamingAgentChatResponse, ToolOutput } from "llamaindex"; +import { StreamableUIHandler } from "./type"; + +export const runAsyncFnWithoutBlocking = ( + fn: (..._args: any) => Promise, +) => { + fn(); +}; + +interface CreateStreamableUIOptions { + agentResponse: StreamingAgentChatResponse; + toolResponseHandler: StreamableUIHandler; +} + +export const assistantResponseHandler: StreamableUIHandler = async ( + uiStream, + iterator, +) => { + const trimStartOfStream = trimStartOfStreamHelper(); + let result = ""; + while (true) { + const { value, done } = await iterator.next(); + if (done) { + uiStream.done(); + break; + } + const text = trimStartOfStream(value.response ?? ""); + if (text) { + result += text; + uiStream.update(); + } + } + return uiStream; +}; + +export const createAgentStreamableUI = ({ + agentResponse, + toolResponseHandler, +}: CreateStreamableUIOptions) => { + // Init the UI stream with a loading component + const uiStream = createStreamableUI(); + + // Update the UI stream with the response + const iterator = agentResponse.response[Symbol.asyncIterator](); + const toolOutput: ToolOutput | undefined = agentResponse.sources[0]; + + runAsyncFnWithoutBlocking(async () => { + if (toolOutput) await toolResponseHandler(uiStream, iterator, toolOutput); + else await assistantResponseHandler(uiStream, iterator); + }); + + return uiStream; +}; diff --git a/nextjs-llamaindex-agent/app/rsc/index.tsx b/nextjs-llamaindex-agent/app/rsc/index.tsx new file mode 100644 index 0000000..21c2848 --- /dev/null +++ b/nextjs-llamaindex-agent/app/rsc/index.tsx @@ -0,0 +1,15 @@ +import "server-only"; + +import { createAI } from "ai/rsc"; +import { nanoid } from "nanoid"; +import { chatWithFlightAssistant, submitUserMessage } from "./actions/"; +import { AIState, UIState } from "./type"; + +export const AI = createAI({ + actions: { + chatWithFlightAssistant, + submitUserMessage, + }, + initialAIState: { chatId: nanoid(), messages: [] }, + initialUIState: [], +}); diff --git a/nextjs-llamaindex-agent/app/rsc/type.ts b/nextjs-llamaindex-agent/app/rsc/type.ts new file mode 100644 index 0000000..9f6deb9 --- /dev/null +++ b/nextjs-llamaindex-agent/app/rsc/type.ts @@ -0,0 +1,29 @@ +import { createStreamableUI } from "ai/rsc"; +import { Response, ToolOutput } from "llamaindex"; + +export type Message = { + role: "user" | "assistant" | "system" | "function" | "data" | "tool"; + content: string; + id: string; + name?: string; +}; + +export type AIState = { + chatId: string; + messages: Message[]; +}; + +export type UIStateItem = { + id: string; + display: React.ReactNode; +}; + +export type UIState = UIStateItem[]; + +export type UIStream = ReturnType; + +export type StreamableUIHandler = ( + _uiStream: UIStream, + _iterator: AsyncIterator, + _toolOutput?: ToolOutput, +) => Promise; diff --git a/nextjs-llamaindex-agent/config/tools.json b/nextjs-llamaindex-agent/config/tools.json new file mode 100644 index 0000000..6fc6dc3 --- /dev/null +++ b/nextjs-llamaindex-agent/config/tools.json @@ -0,0 +1,3 @@ +{ + "wikipedia.WikipediaToolSpec": {} +} \ No newline at end of file diff --git a/nextjs-llamaindex-agent/next.config.json b/nextjs-llamaindex-agent/next.config.json new file mode 100644 index 0000000..e3fb21e --- /dev/null +++ b/nextjs-llamaindex-agent/next.config.json @@ -0,0 +1,9 @@ +{ + "experimental": { + "outputFileTracingIncludes": { + "/*": [ + "./cache/**/*" + ] + } + } +} diff --git a/nextjs-llamaindex-agent/next.config.mjs b/nextjs-llamaindex-agent/next.config.mjs new file mode 100644 index 0000000..124122b --- /dev/null +++ b/nextjs-llamaindex-agent/next.config.mjs @@ -0,0 +1,8 @@ +/** @type {import('next').NextConfig} */ +import fs from "fs"; +import webpack from "./webpack.config.mjs"; + +const nextConfig = JSON.parse(fs.readFileSync("./next.config.json", "utf-8")); +nextConfig.webpack = webpack; + +export default nextConfig; diff --git a/nextjs-llamaindex-agent/package.json b/nextjs-llamaindex-agent/package.json new file mode 100644 index 0000000..a321a93 --- /dev/null +++ b/nextjs-llamaindex-agent/package.json @@ -0,0 +1,53 @@ +{ + "name": "nextjs-llamaindex-agent", + "version": "0.1.0", + "scripts": { + "format": "prettier --ignore-unknown --cache --check .", + "format:write": "prettier --ignore-unknown --write .", + "dev": "next dev", + "build": "next build", + "start": "next start", + "lint": "next lint", + "generate": "node app\\rsc\\engine\\generate.mjs" + }, + "dependencies": { + "@radix-ui/react-dialog": "^1.0.5", + "@radix-ui/react-slot": "^1.0.2", + "ai": "^3.0.12", + "class-variance-authority": "^0.7.0", + "clsx": "^1.2.1", + "dotenv": "^16.3.1", + "llamaindex": "latest", + "lucide-react": "^0.363.0", + "nanoid": "^5.0.6", + "next": "^14.0.3", + "openai": "^4.24.7", + "react": "^18.2.0", + "react-dom": "^18.2.0", + "react-markdown": "^8.0.7", + "react-syntax-highlighter": "^15.5.0", + "remark": "^14.0.3", + "remark-code-import": "^1.2.0", + "remark-gfm": "^3.0.1", + "remark-math": "^5.1.1", + "supports-color": "^8.1.1", + "tailwind-merge": "^2.1.0", + "zod": "^3.22.4" + }, + "devDependencies": { + "@types/node": "^20.10.3", + "@types/react": "^18.2.42", + "@types/react-dom": "^18.2.17", + "@types/react-syntax-highlighter": "^15.5.11", + "autoprefixer": "^10.4.16", + "cross-env": "^7.0.3", + "eslint": "^8.55.0", + "eslint-config-next": "^14.0.3", + "eslint-config-prettier": "^8.10.0", + "postcss": "^8.4.32", + "prettier": "^3.2.5", + "prettier-plugin-organize-imports": "^3.2.4", + "tailwindcss": "^3.3.6", + "typescript": "^5.3.2" + } +} diff --git a/nextjs-llamaindex-agent/pnpm-lock.yaml b/nextjs-llamaindex-agent/pnpm-lock.yaml new file mode 100644 index 0000000..54252a1 --- /dev/null +++ b/nextjs-llamaindex-agent/pnpm-lock.yaml @@ -0,0 +1,4881 @@ +lockfileVersion: '6.0' + +settings: + autoInstallPeers: true + excludeLinksFromLockfile: false + +dependencies: + '@radix-ui/react-dialog': + specifier: ^1.0.5 + version: 1.0.5(@types/react-dom@18.2.23)(@types/react@18.2.73)(react-dom@18.2.0)(react@18.2.0) + '@radix-ui/react-slot': + specifier: ^1.0.2 + version: 1.0.2(@types/react@18.2.73)(react@18.2.0) + ai: + specifier: ^3.0.12 + version: 3.0.15(react@18.2.0)(solid-js@1.8.16)(svelte@4.2.12)(vue@3.4.21)(zod@3.22.4) + class-variance-authority: + specifier: ^0.7.0 + version: 0.7.0 + clsx: + specifier: ^1.2.1 + version: 1.2.1 + dotenv: + specifier: ^16.3.1 + version: 16.4.5 + llamaindex: + specifier: latest + version: link:../../LlamaIndexTS/packages/core + lucide-react: + specifier: ^0.363.0 + version: 0.363.0(react@18.2.0) + nanoid: + specifier: ^5.0.6 + version: 5.0.6 + next: + specifier: ^14.0.3 + version: 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a/nextjs-llamaindex-agent/prettier.config.js b/nextjs-llamaindex-agent/prettier.config.js new file mode 100644 index 0000000..1fe03c6 --- /dev/null +++ b/nextjs-llamaindex-agent/prettier.config.js @@ -0,0 +1,3 @@ +module.exports = { + plugins: ["prettier-plugin-organize-imports"], +}; diff --git a/nextjs-llamaindex-agent/public/llama.png b/nextjs-llamaindex-agent/public/llama.png new file mode 100644 index 0000000..d4efba3 Binary files /dev/null and b/nextjs-llamaindex-agent/public/llama.png differ diff --git a/nextjs-llamaindex-agent/tailwind.config.ts b/nextjs-llamaindex-agent/tailwind.config.ts new file mode 100644 index 0000000..aa5580a --- /dev/null +++ b/nextjs-llamaindex-agent/tailwind.config.ts @@ -0,0 +1,78 @@ +import type { Config } from "tailwindcss"; +import { fontFamily } from "tailwindcss/defaultTheme"; + +const config: Config = { + darkMode: ["class"], + content: ["app/**/*.{ts,tsx}", "components/**/*.{ts,tsx}"], + theme: { + container: { + center: true, + padding: "2rem", + screens: { + "2xl": "1400px", + }, + }, + extend: { + colors: { + border: "hsl(var(--border))", + input: "hsl(var(--input))", + ring: "hsl(var(--ring))", + background: "hsl(var(--background))", + foreground: "hsl(var(--foreground))", + primary: { + DEFAULT: "hsl(var(--primary))", + foreground: "hsl(var(--primary-foreground))", + }, + secondary: { + DEFAULT: "hsl(var(--secondary))", + foreground: "hsl(var(--secondary-foreground))", + }, + destructive: { + DEFAULT: "hsl(var(--destructive) / )", + foreground: "hsl(var(--destructive-foreground) / )", + }, + muted: { + DEFAULT: "hsl(var(--muted))", + foreground: "hsl(var(--muted-foreground))", + }, + accent: { + DEFAULT: "hsl(var(--accent))", + foreground: "hsl(var(--accent-foreground))", + }, + popover: { + DEFAULT: "hsl(var(--popover))", + foreground: "hsl(var(--popover-foreground))", + }, + card: { + DEFAULT: "hsl(var(--card))", + foreground: "hsl(var(--card-foreground))", + }, + }, + borderRadius: { + xl: `calc(var(--radius) + 4px)`, + lg: `var(--radius)`, + md: `calc(var(--radius) - 2px)`, + sm: "calc(var(--radius) - 4px)", + }, + fontFamily: { + sans: ["var(--font-sans)", ...fontFamily.sans], + }, + keyframes: { + "accordion-down": { + from: { height: "0" }, + to: { height: "var(--radix-accordion-content-height)" }, + }, + "accordion-up": { + from: { height: "var(--radix-accordion-content-height)" }, + to: { height: "0" }, + }, + }, + animation: { + "accordion-down": "accordion-down 0.2s ease-out", + "accordion-up": "accordion-up 0.2s ease-out", + }, + }, + }, + plugins: [], +}; +export default config; diff --git a/nextjs-llamaindex-agent/tsconfig.json b/nextjs-llamaindex-agent/tsconfig.json new file mode 100644 index 0000000..40c136b --- /dev/null +++ b/nextjs-llamaindex-agent/tsconfig.json @@ -0,0 +1,28 @@ +{ + "compilerOptions": { + "target": "es5", + "lib": ["dom", "dom.iterable", "esnext"], + "allowJs": true, + "skipLibCheck": true, + "strict": true, + "noEmit": true, + "esModuleInterop": true, + "module": "esnext", + "moduleResolution": "bundler", + "resolveJsonModule": true, + "isolatedModules": true, + "jsx": "preserve", + "incremental": true, + "plugins": [ + { + "name": "next" + } + ], + "paths": { + "@/*": ["./*"] + }, + "forceConsistentCasingInFileNames": true + }, + "include": ["next-env.d.ts", "**/*.ts", "**/*.tsx", ".next/types/**/*.ts"], + "exclude": ["node_modules"] +} diff --git a/nextjs-llamaindex-agent/webpack.config.mjs b/nextjs-llamaindex-agent/webpack.config.mjs new file mode 100644 index 0000000..57fa19c --- /dev/null +++ b/nextjs-llamaindex-agent/webpack.config.mjs @@ -0,0 +1,10 @@ +// webpack config must be a function in NextJS that is used to patch the default webpack config provided by NextJS, see https://nextjs.org/docs/pages/api-reference/next-config-js/webpack +export default function webpack(config) { + // See https://webpack.js.org/configuration/resolve/#resolvealias + config.resolve.alias = { + ...config.resolve.alias, + sharp$: false, + "onnxruntime-node$": false, + }; + return config; +}