first commit

.devcontainer/devcontainer.json

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+{
+  "image": "mcr.microsoft.com/vscode/devcontainers/typescript-node:dev-20-bullseye",
+  "features": {
+    "ghcr.io/devcontainers-contrib/features/turborepo-npm:1": {},
+    "ghcr.io/devcontainers-contrib/features/typescript:2": {},
+    "ghcr.io/devcontainers/features/python:1": {
+      "version": "3.11",
+      "toolsToInstall": [
+        "flake8",
+        "black",
+        "mypy",
+        "poetry"
+      ]
+    }
+  },
+  "customizations": {
+    "codespaces": {
+      "openFiles": [
+        "README.md"
+      ]
+    },
+    "vscode": {
+      "extensions": [
+        "ms-vscode.typescript-language-features",
+        "esbenp.prettier-vscode",
+        "ms-python.python",
+        "ms-python.black-formatter",
+        "ms-python.vscode-flake8",
+        "ms-python.vscode-pylance"
+      ],
+      "settings": {
+        "python.formatting.provider": "black",
+        "python.languageServer": "Pylance",
+        "python.analysis.typeCheckingMode": "basic"
+      }
+    }
+  },
+  "containerEnv": {
+    "POETRY_VIRTUALENVS_CREATE": "false",
+    "PYTHONPATH": "${PYTHONPATH}:${workspaceFolder}"
+  },
+  "forwardPorts": [
+    3000,
+    8000
+  ],
+  "appPort": ["54112:54112"],  
+  "postCreateCommand": "poetry install"
+}

.frontend/.eslintrc.json

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+{
+  "extends": ["next/core-web-vitals", "prettier"],
+  "rules": {
+    "max-params": ["error", 4],
+    "prefer-const": "error"
+  }
+}

.frontend/.gitignore

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+# 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
+
+# vercel
+.vercel
+
+# typescript
+*.tsbuildinfo
+next-env.d.ts
+
+output/

.frontend/Dockerfile

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+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"]

.frontend/README.md

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+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).
+
+## Getting Started
+
+First, install the dependencies:
+
+```
+npm install
+```
+
+Second, generate the embeddings of the documents in the `./data` directory:
+
+```
+npm run generate
+```
+
+Third, run the development server:
+
+```
+npm 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.
+
+## Using Docker
+
+1. Build an image for the Next.js app:
+
+```
+docker build -t <your_app_image_name> .
+```
+
+2. Generate embeddings:
+
+Parse the data and generate the vector embeddings if the `./data` folder exists - otherwise, skip this step:
+
+```
+docker run \
+  --rm \
+  -v $(pwd)/.env:/app/.env \ # Use ENV variables and configuration from your file-system
+  -v $(pwd)/config:/app/config \
+  -v $(pwd)/data:/app/data \
+  -v $(pwd)/cache:/app/cache \ # Use your file system to store the vector database
+  <your_app_image_name> \
+  npm run generate
+```
+
+3. Start the app:
+
+```
+docker run \
+  --rm \
+  -v $(pwd)/.env:/app/.env \ # Use ENV variables and configuration from your file-system
+  -v $(pwd)/config:/app/config \
+  -v $(pwd)/cache:/app/cache \ # Use your file system to store gea vector database
+  -p 3000:3000 \
+  <your_app_image_name>
+```
+
+## 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!

.frontend/app/components/chat-section.tsx

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+"use client";
+
+import { ChatSection as ChatSectionUI } from "@llamaindex/chat-ui";
+import "@llamaindex/chat-ui/styles/markdown.css";
+import "@llamaindex/chat-ui/styles/pdf.css";
+import { useChat } from "ai/react";
+import CustomChatInput from "./ui/chat/chat-input";
+import CustomChatMessages from "./ui/chat/chat-messages";
+import { useClientConfig } from "./ui/chat/hooks/use-config";
+
+export default function ChatSection() {
+  const { backend } = useClientConfig();
+  const handler = useChat({
+    api: `${backend}/api/chat`,
+    onError: (error: unknown) => {
+      if (!(error instanceof Error)) throw error;
+      let errorMessage: string;
+      try {
+        errorMessage = JSON.parse(error.message).detail;
+      } catch (e) {
+        errorMessage = error.message;
+      }
+      alert(errorMessage);
+    },
+  });
+  return (
+    <ChatSectionUI handler={handler} className="w-full h-full">
+      <CustomChatMessages />
+      <CustomChatInput />
+    </ChatSectionUI>
+  );
+}

.frontend/app/components/header.tsx

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+import Image from "next/image";
+
+export default function Header() {
+  return (
+    <div className="z-10 max-w-5xl w-full items-center justify-between font-mono text-sm lg:flex">
+      <p className="fixed left-0 top-0 flex w-full justify-center border-b border-gray-300 bg-gradient-to-b from-zinc-200 pb-6 pt-8 backdrop-blur-2xl dark:border-neutral-800 dark:bg-zinc-800/30 dark:from-inherit lg:static lg:w-auto  lg:rounded-xl lg:border lg:bg-gray-200 lg:p-4 lg:dark:bg-zinc-800/30">
+        Get started by editing&nbsp;
+        <code className="font-mono font-bold">app/page.tsx</code>
+      </p>
+      <div className="fixed bottom-0 left-0 mb-4 flex h-auto w-full items-end justify-center bg-gradient-to-t from-white via-white dark:from-black dark:via-black lg:static lg:w-auto lg:bg-none lg:mb-0">
+        <a
+          href="https://www.llamaindex.ai/"
+          className="flex items-center justify-center font-nunito text-lg font-bold gap-2"
+        >
+          <span>Built by LlamaIndex</span>
+          <Image
+            className="rounded-xl"
+            src="/llama.png"
+            alt="Llama Logo"
+            width={40}
+            height={40}
+            priority
+          />
+        </a>
+      </div>
+    </div>
+  );
+}

.frontend/app/components/ui/button.tsx

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+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<HTMLButtonElement>,
+    VariantProps<typeof buttonVariants> {
+  asChild?: boolean;
+}
+
+const Button = React.forwardRef<HTMLButtonElement, ButtonProps>(
+  ({ className, variant, size, asChild = false, ...props }, ref) => {
+    const Comp = asChild ? Slot : "button";
+    return (
+      <Comp
+        className={cn(buttonVariants({ variant, size, className }))}
+        ref={ref}
+        {...props}
+      />
+    );
+  },
+);
+Button.displayName = "Button";
+
+export { Button, buttonVariants };

.frontend/app/components/ui/chat/chat-avatar.tsx

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+import { useChatMessage } from "@llamaindex/chat-ui";
+import { User2 } from "lucide-react";
+import Image from "next/image";
+
+export function ChatMessageAvatar() {
+  const { message } = useChatMessage();
+  if (message.role === "user") {
+    return (
+      <div className="flex h-8 w-8 shrink-0 select-none items-center justify-center rounded-md border bg-background shadow">
+        <User2 className="h-4 w-4" />
+      </div>
+    );
+  }
+
+  return (
+    <div className="flex h-8 w-8 shrink-0 select-none items-center justify-center rounded-md border bg-black text-white shadow">
+      <Image
+        className="rounded-md"
+        src="/llama.png"
+        alt="Llama Logo"
+        width={24}
+        height={24}
+        priority
+      />
+    </div>
+  );
+}