├── .eslintignore
├── public
    ├── favicon.ico
    ├── demo-screenshot.png
    ├── github-mark-white.png
    └── axilla-logo-text-white.png
├── postcss.config.js
├── types
    ├── nav.ts
    └── store.ts
├── lib
    ├── types.ts
    ├── fonts.ts
    ├── utils.ts
    ├── axgen-utils.ts
    ├── ingest.ts
    └── query.ts
├── .prettierignore
├── .vscode
    └── settings.json
├── next.config.mjs
├── .editorconfig
├── next-env.d.ts
├── prisma
    └── schema.prisma
├── .github
    └── lint.yml
├── components
    ├── theme-provider.tsx
    ├── tailwind-indicator.tsx
    ├── theme-toggle.tsx
    ├── ui
    │   ├── label.tsx
    │   ├── textarea.tsx
    │   ├── separator.tsx
    │   ├── input.tsx
    │   ├── toaster.tsx
    │   ├── slider.tsx
    │   ├── badge.tsx
    │   ├── switch.tsx
    │   ├── button.tsx
    │   ├── tabs.tsx
    │   ├── card.tsx
    │   ├── table.tsx
    │   ├── dialog.tsx
    │   ├── use-toast.ts
    │   ├── select.tsx
    │   ├── form.tsx
    │   └── toast.tsx
    ├── main-nav.tsx
    ├── site-header.tsx
    ├── code-editor.tsx
    ├── cell.tsx
    ├── icons.tsx
    └── monaco-theme.ts
├── components.json
├── config
    └── site.ts
├── .gitignore
├── .env.example
├── app
    ├── api
    │   ├── ingest
    │   │   ├── wikipedia
    │   │   │   └── route.ts
    │   │   └── upload
    │   │   │   └── route.ts
    │   └── query
    │   │   ├── route.ts
    │   │   └── stream
    │   │       └── route.ts
    ├── components
    │   ├── embedding-model.tsx
    │   ├── sidebar.tsx
    │   ├── document-card.tsx
    │   ├── config-context.tsx
    │   ├── ingest-wikipedia.tsx
    │   ├── ingest-upload.tsx
    │   ├── store-config.tsx
    │   ├── query.tsx
    │   └── query-config.tsx
    ├── page.tsx
    └── layout.tsx
├── tsconfig.json
├── .eslintrc.json
├── prettier.config.js
├── README.md
├── styles
    └── globals.css
├── package.json
├── tailwind.config.js
└── tsconfig.tsbuildinfo


/.eslintignore:
--------------------------------------------------------------------------------
1 | dist/*
2 | .cache
3 | public
4 | node_modules
5 | *.esm.js
6 | 


--------------------------------------------------------------------------------
/public/favicon.ico:
--------------------------------------------------------------------------------
https://raw.githubusercontent.com/axflow/original-demo-ui/HEAD/public/favicon.ico


--------------------------------------------------------------------------------
/public/demo-screenshot.png:
--------------------------------------------------------------------------------
https://raw.githubusercontent.com/axflow/original-demo-ui/HEAD/public/demo-screenshot.png


--------------------------------------------------------------------------------
/public/github-mark-white.png:
--------------------------------------------------------------------------------
https://raw.githubusercontent.com/axflow/original-demo-ui/HEAD/public/github-mark-white.png


--------------------------------------------------------------------------------
/postcss.config.js:
--------------------------------------------------------------------------------
1 | module.exports = {
2 |   plugins: {
3 |     tailwindcss: {},
4 |     autoprefixer: {},
5 |   },
6 | };
7 | 


--------------------------------------------------------------------------------
/public/axilla-logo-text-white.png:
--------------------------------------------------------------------------------
https://raw.githubusercontent.com/axflow/original-demo-ui/HEAD/public/axilla-logo-text-white.png


--------------------------------------------------------------------------------
/types/nav.ts:
--------------------------------------------------------------------------------
1 | export interface NavItem {
2 |   title: string
3 |   href?: string
4 |   disabled?: boolean
5 |   external?: boolean
6 | }
7 | 


--------------------------------------------------------------------------------
/lib/types.ts:
--------------------------------------------------------------------------------
1 | export type ContextDocument = {
2 |   id: string;
3 |   chunk: {
4 |     text: string;
5 |     url: string;
6 |   };
7 |   similarity?: number;
8 | };
9 | 


--------------------------------------------------------------------------------
/.prettierignore:
--------------------------------------------------------------------------------
 1 | cache
 2 | .cache
 3 | package.json
 4 | package-lock.json
 5 | public
 6 | CHANGELOG.md
 7 | .yarn
 8 | dist
 9 | node_modules
10 | .next
11 | build
12 | .contentlayer


--------------------------------------------------------------------------------
/.vscode/settings.json:
--------------------------------------------------------------------------------
1 | {
2 |   "typescript.tsdk": "../../node_modules/.pnpm/typescript@4.9.5/node_modules/typescript/lib",
3 |   "typescript.enablePromptUseWorkspaceTsdk": true
4 | }
5 | 


--------------------------------------------------------------------------------
/next.config.mjs:
--------------------------------------------------------------------------------
 1 | /** @type {import('next').NextConfig} */
 2 | const nextConfig = {
 3 |   reactStrictMode: true,
 4 |   experimental: {
 5 |     appDir: true,
 6 |   },
 7 | }
 8 | 
 9 | export default nextConfig
10 | 


--------------------------------------------------------------------------------
/.editorconfig:
--------------------------------------------------------------------------------
 1 | # editorconfig.org
 2 | root = true
 3 | 
 4 | [*]
 5 | charset = utf-8
 6 | end_of_line = lf
 7 | indent_size = 2
 8 | indent_style = space
 9 | insert_final_newline = true
10 | trim_trailing_whitespace = true
11 | 


--------------------------------------------------------------------------------
/next-env.d.ts:
--------------------------------------------------------------------------------
1 | /// <reference types="next" />
2 | /// <reference types="next/image-types/global" />
3 | 
4 | // NOTE: This file should not be edited
5 | // see https://nextjs.org/docs/basic-features/typescript for more information.
6 | 


--------------------------------------------------------------------------------
/prisma/schema.prisma:
--------------------------------------------------------------------------------
 1 | // This is your Prisma schema file,
 2 | // learn more about it in the docs: https://pris.ly/d/prisma-schema
 3 | 
 4 | generator client {
 5 |   provider = "prisma-client-js"
 6 | }
 7 | 
 8 | datasource db {
 9 |   provider = "postgresql"
10 |   url      = env("DATABASE_URL")
11 | }
12 | 


--------------------------------------------------------------------------------
/lib/fonts.ts:
--------------------------------------------------------------------------------
 1 | import { JetBrains_Mono as FontMono, Inter as FontSans } from 'next/font/google';
 2 | 
 3 | export const fontSans = FontSans({
 4 |   subsets: ['latin'],
 5 |   variable: '--font-sans',
 6 | });
 7 | 
 8 | export const fontMono = FontMono({
 9 |   subsets: ['latin'],
10 |   variable: '--font-mono',
11 | });
12 | 


--------------------------------------------------------------------------------
/.github/lint.yml:
--------------------------------------------------------------------------------
 1 | name: Lint
 2 | on: [pull_request]
 3 | jobs:
 4 |   pr_lint:
 5 |     runs-on: ubuntu-22.04
 6 |     steps:
 7 |       - uses: actions/checkout@v3
 8 |       - name: setup node
 9 |         uses: actions/setup-node@v3
10 |         with:
11 |           node-version: 18
12 |       - name: Run linter
13 |       - run: npm run lint
14 | 


--------------------------------------------------------------------------------
/types/store.ts:
--------------------------------------------------------------------------------
 1 | export type PineconeStore = {
 2 |   name: 'pinecone';
 3 |   indexName: string;
 4 |   indexDimensions: number;
 5 |   environment: string;
 6 |   namespace: string;
 7 | };
 8 | 
 9 | export type PgVectorStore = {
10 |   name: 'pgvector';
11 |   tableName: string;
12 |   dsn: string;
13 | };
14 | 
15 | export type SupportedStore = PineconeStore | PgVectorStore;
16 | 


--------------------------------------------------------------------------------
/components/theme-provider.tsx:
--------------------------------------------------------------------------------
 1 | 'use client';
 2 | 
 3 | import * as React from 'react';
 4 | import { ThemeProvider as NextThemesProvider } from 'next-themes';
 5 | import { ThemeProviderProps } from 'next-themes/dist/types';
 6 | 
 7 | export function ThemeProvider({ children, ...props }: ThemeProviderProps) {
 8 |   return <NextThemesProvider {...props}>{children}</NextThemesProvider>;
 9 | }
10 | 


--------------------------------------------------------------------------------
/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": "styles/globals.css",
 9 |     "baseColor": "slate",
10 |     "cssVariables": true
11 |   },
12 |   "aliases": {
13 |     "components": "@/components",
14 |     "utils": "@/lib/utils"
15 |   }
16 | }


--------------------------------------------------------------------------------
/config/site.ts:
--------------------------------------------------------------------------------
 1 | export type SiteConfig = typeof siteConfig;
 2 | 
 3 | export const siteConfig = {
 4 |   name: 'axgen demo',
 5 |   description: 'Ingestion, query & retrieval playground for the Axilla SDK.',
 6 |   mainNav: [
 7 |     {
 8 |       title: 'Home',
 9 |       href: '/',
10 |     },
11 |   ],
12 |   links: {
13 |     twitter: 'https://twitter.com/axilla_io',
14 |     github: 'https://github.com/axilla-io/axgen',
15 |     docs: 'https://docs.axilla.io',
16 |   },
17 | };
18 | 


--------------------------------------------------------------------------------
/lib/utils.ts:
--------------------------------------------------------------------------------
 1 | import { type ClassValue, clsx } from 'clsx';
 2 | import { twMerge } from 'tailwind-merge';
 3 | 
 4 | export function cn(...inputs: ClassValue[]) {
 5 |   return twMerge(clsx(inputs));
 6 | }
 7 | 
 8 | export function getEnv(key: string) {
 9 |   return process.env[key];
10 | }
11 | 
12 | export function getEnvOrThrow(key: string) {
13 |   const value = getEnv(key);
14 | 
15 |   if (!value) {
16 |     throw new Error(`Expected "${key}" to be set in the process environment`);
17 |   }
18 | 
19 |   return value;
20 | }
21 | 


--------------------------------------------------------------------------------
/.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 | 
 8 | # testing
 9 | coverage
10 | 
11 | # next.js
12 | .next/
13 | out/
14 | build
15 | 
16 | # misc
17 | .DS_Store
18 | *.pem
19 | 
20 | # debug
21 | npm-debug.log*
22 | yarn-debug.log*
23 | yarn-error.log*
24 | .pnpm-debug.log*
25 | 
26 | # local env files
27 | .env.local
28 | .env.development.local
29 | .env.test.local
30 | .env.production.local
31 | 
32 | # turbo
33 | .turbo
34 | 
35 | .contentlayer
36 | .env


--------------------------------------------------------------------------------
/.env.example:
--------------------------------------------------------------------------------
 1 | ## Pinecone settings
 2 | # Pinecone secret API key, e.g.: (not a real key)
 3 | PINECONE_API_KEY=
 4 | # Pinecone environment
 5 | PINECONE_ENVIRONMENT=northamerica-northeast1-gcp
 6 | # Pinecone index name, can be whatever you want.
 7 | PINECONE_INDEX=
 8 | # Pinecone vector dimensions. This will be coupled to the embedding model you use.
 9 | # For example, OpenAI's text-embedding-ada-002 is 1536 dimensions.
10 | PINECONE_INDEX_DIMENSION=1536
11 | # Pinecone namespace, "default" by default.
12 | PINECONE_NAMESPACE=default
13 | 
14 | ## OpenAI settings
15 | OPENAI_API_KEY=sk-fake
16 | 


--------------------------------------------------------------------------------
/app/api/ingest/wikipedia/route.ts:
--------------------------------------------------------------------------------
 1 | import { NextRequest, NextResponse } from 'next/server';
 2 | import { ingestWikipedia } from '@/lib/ingest';
 3 | 
 4 | export async function POST(request: NextRequest) {
 5 |   const { term, store } = await request.json();
 6 |   try {
 7 |     await ingestWikipedia(term, store);
 8 |   } catch (error: unknown) {
 9 |     let message = 'Unknown Error';
10 |     if (error instanceof Error) message = error.message;
11 | 
12 |     return NextResponse.json({ error: message }, { status: 500 });
13 |   }
14 | 
15 |   return NextResponse.json({ term }, { status: 200 });
16 | }
17 | 


--------------------------------------------------------------------------------
/components/tailwind-indicator.tsx:
--------------------------------------------------------------------------------
 1 | export function TailwindIndicator() {
 2 |   if (process.env.NODE_ENV === 'production') return null;
 3 | 
 4 |   return (
 5 |     <div className="fixed bottom-1 left-1 z-50 flex h-6 w-6 items-center justify-center rounded-full bg-gray-800 p-3 font-mono text-xs text-white">
 6 |       <div className="block sm:hidden">xs</div>
 7 |       <div className="hidden sm:block md:hidden">sm</div>
 8 |       <div className="hidden md:block lg:hidden">md</div>
 9 |       <div className="hidden lg:block xl:hidden">lg</div>
10 |       <div className="hidden xl:block 2xl:hidden">xl</div>
11 |       <div className="hidden 2xl:block">2xl</div>
12 |     </div>
13 |   );
14 | }
15 | 


--------------------------------------------------------------------------------
/lib/axgen-utils.ts:
--------------------------------------------------------------------------------
 1 | import { Pinecone, PgVector } from 'axgen';
 2 | import { getEnvOrThrow } from './utils';
 3 | 
 4 | export const getPineconeStore = () => {
 5 |   return new Pinecone({
 6 |     index: getEnvOrThrow('PINECONE_INDEX'),
 7 |     namespace: getEnvOrThrow('PINECONE_NAMESPACE'),
 8 |     apiKey: getEnvOrThrow('PINECONE_API_KEY'),
 9 |     environment: getEnvOrThrow('PINECONE_ENVIRONMENT'),
10 |   });
11 | };
12 | 
13 | export const getPgVectorStore = () => {
14 |   return new PgVector({
15 |     dsn: 'postgresql://localhost/axilla-demo',
16 |     tableName: 'vectors',
17 |   });
18 | };
19 | 
20 | export const getOpenAiKey = () => {
21 |   return getEnvOrThrow('OPENAI_API_KEY');
22 | };
23 | 


--------------------------------------------------------------------------------
/components/theme-toggle.tsx:
--------------------------------------------------------------------------------
 1 | 'use client';
 2 | 
 3 | import * as React from 'react';
 4 | import { useTheme } from 'next-themes';
 5 | 
 6 | import { Button } from '@/components/ui/button';
 7 | import { Icons } from '@/components/icons';
 8 | 
 9 | export function ThemeToggle() {
10 |   const { setTheme, theme } = useTheme();
11 | 
12 |   return (
13 |     <Button
14 |       variant="ghost"
15 |       size="sm"
16 |       onClick={() => setTheme(theme === 'light' ? 'dark' : 'light')}
17 |     >
18 |       <Icons.sun className="rotate-0 scale-100 transition-all dark:-rotate-90 dark:scale-0" />
19 |       <Icons.moon className="absolute rotate-90 scale-0 transition-all dark:rotate-0 dark:scale-100" />
20 |       <span className="sr-only">Toggle theme</span>
21 |     </Button>
22 |   );
23 | }
24 | 


--------------------------------------------------------------------------------
/tsconfig.json:
--------------------------------------------------------------------------------
 1 | {
 2 |   "compilerOptions": {
 3 |     "lib": ["dom", "dom.iterable", "esnext"],
 4 |     "allowJs": true,
 5 |     "skipLibCheck": true,
 6 |     "target": "esnext",
 7 |     "strict": true,
 8 |     "forceConsistentCasingInFileNames": true,
 9 |     "noEmit": true,
10 |     "incremental": true,
11 |     "esModuleInterop": true,
12 |     "module": "esnext",
13 |     "moduleResolution": "node",
14 |     "resolveJsonModule": true,
15 |     "isolatedModules": true,
16 |     "jsx": "preserve",
17 |     "baseUrl": ".",
18 |     "paths": {
19 |       "@/*": ["./*"]
20 |     },
21 |     "plugins": [
22 |       {
23 |         "name": "next"
24 |       }
25 |     ],
26 |     "strictNullChecks": true
27 |   },
28 |   "include": ["next-env.d.ts", "**/*.ts", "**/*.tsx", ".next/types/**/*.ts"],
29 |   "exclude": ["node_modules"]
30 | }
31 | 


--------------------------------------------------------------------------------
/components/ui/label.tsx:
--------------------------------------------------------------------------------
 1 | "use client"
 2 | 
 3 | import * as React from "react"
 4 | import * as LabelPrimitive from "@radix-ui/react-label"
 5 | import { cva, type VariantProps } from "class-variance-authority"
 6 | 
 7 | import { cn } from "@/lib/utils"
 8 | 
 9 | const labelVariants = cva(
10 |   "text-sm font-medium leading-none peer-disabled:cursor-not-allowed peer-disabled:opacity-70"
11 | )
12 | 
13 | const Label = React.forwardRef<
14 |   React.ElementRef<typeof LabelPrimitive.Root>,
15 |   React.ComponentPropsWithoutRef<typeof LabelPrimitive.Root> &
16 |     VariantProps<typeof labelVariants>
17 | >(({ className, ...props }, ref) => (
18 |   <LabelPrimitive.Root
19 |     ref={ref}
20 |     className={cn(labelVariants(), className)}
21 |     {...props}
22 |   />
23 | ))
24 | Label.displayName = LabelPrimitive.Root.displayName
25 | 
26 | export { Label }
27 | 


--------------------------------------------------------------------------------
/.eslintrc.json:
--------------------------------------------------------------------------------
 1 | {
 2 |   "$schema": "https://json.schemastore.org/eslintrc",
 3 |   "root": true,
 4 |   "extends": [
 5 |     "next/core-web-vitals",
 6 |     "plugin:@typescript-eslint/recommended",
 7 |     "prettier",
 8 |     "plugin:tailwindcss/recommended"
 9 |   ],
10 |   "plugins": ["tailwindcss", "@typescript-eslint"],
11 |   "rules": {
12 |     "@next/next/no-html-link-for-pages": "off",
13 |     "react/jsx-key": "off",
14 |     "tailwindcss/no-custom-classname": "off",
15 |     "@typescript-eslint/ban-ts-comment": "off"
16 |   },
17 |   "settings": {
18 |     "tailwindcss": {
19 |       "callees": ["cn"],
20 |       "config": "tailwind.config.js"
21 |     },
22 |     "next": {
23 |       "rootDir": ["./"]
24 |     }
25 |   },
26 |   "overrides": [
27 |     {
28 |       "files": ["*.ts", "*.tsx"],
29 |       "parser": "@typescript-eslint/parser"
30 |     }
31 |   ]
32 | }
33 | 


--------------------------------------------------------------------------------
/components/ui/textarea.tsx:
--------------------------------------------------------------------------------
 1 | import * as React from 'react';
 2 | 
 3 | import { cn } from '@/lib/utils';
 4 | 
 5 | // @ts-ignore
 6 | export type TextareaProps = React.TextareaHTMLAttributes<HTMLTextAreaElement>;
 7 | 
 8 | const Textarea = React.forwardRef<HTMLTextAreaElement, TextareaProps>(
 9 |   ({ className, ...props }, ref) => {
10 |     return (
11 |       <textarea
12 |         className={cn(
13 |           'flex min-h-[80px] w-full rounded-md border border-input bg-transparent px-3 py-2 text-sm ring-offset-background placeholder:text-muted-foreground focus-visible:outline-none focus-visible:ring-2 focus-visible:ring-ring focus-visible:ring-offset-2 disabled:cursor-not-allowed disabled:opacity-50',
14 |           className
15 |         )}
16 |         ref={ref}
17 |         {...props}
18 |       />
19 |     );
20 |   }
21 | );
22 | Textarea.displayName = 'Textarea';
23 | 
24 | export { Textarea };
25 | 


--------------------------------------------------------------------------------
/components/ui/separator.tsx:
--------------------------------------------------------------------------------
 1 | "use client"
 2 | 
 3 | import * as React from "react"
 4 | import * as SeparatorPrimitive from "@radix-ui/react-separator"
 5 | 
 6 | import { cn } from "@/lib/utils"
 7 | 
 8 | const Separator = React.forwardRef<
 9 |   React.ElementRef<typeof SeparatorPrimitive.Root>,
10 |   React.ComponentPropsWithoutRef<typeof SeparatorPrimitive.Root>
11 | >(
12 |   (
13 |     { className, orientation = "horizontal", decorative = true, ...props },
14 |     ref
15 |   ) => (
16 |     <SeparatorPrimitive.Root
17 |       ref={ref}
18 |       decorative={decorative}
19 |       orientation={orientation}
20 |       className={cn(
21 |         "shrink-0 bg-border",
22 |         orientation === "horizontal" ? "h-[1px] w-full" : "h-full w-[1px]",
23 |         className
24 |       )}
25 |       {...props}
26 |     />
27 |   )
28 | )
29 | Separator.displayName = SeparatorPrimitive.Root.displayName
30 | 
31 | export { Separator }
32 | 


--------------------------------------------------------------------------------
/components/ui/input.tsx:
--------------------------------------------------------------------------------
 1 | import * as React from 'react';
 2 | 
 3 | import { cn } from '@/lib/utils';
 4 | 
 5 | // @ts-ignore
 6 | export type InputProps = React.InputHTMLAttributes<HTMLInputElement>;
 7 | 
 8 | const Input = React.forwardRef<HTMLInputElement, InputProps>(
 9 |   ({ className, type, ...props }, ref) => {
10 |     return (
11 |       <input
12 |         type={type}
13 |         className={cn(
14 |           'flex h-10 w-full rounded-md border border-input bg-background px-3 py-2 text-sm ring-offset-background file:border-0 file:bg-transparent file:text-sm file:font-medium placeholder:text-muted-foreground focus-visible:outline-none focus-visible:ring-2 focus-visible:ring-ring focus-visible:ring-offset-2 disabled:cursor-not-allowed disabled:opacity-50',
15 |           className
16 |         )}
17 |         ref={ref}
18 |         {...props}
19 |       />
20 |     );
21 |   }
22 | );
23 | Input.displayName = 'Input';
24 | 
25 | export { Input };
26 | 


--------------------------------------------------------------------------------
/components/ui/toaster.tsx:
--------------------------------------------------------------------------------
 1 | "use client"
 2 | 
 3 | import {
 4 |   Toast,
 5 |   ToastClose,
 6 |   ToastDescription,
 7 |   ToastProvider,
 8 |   ToastTitle,
 9 |   ToastViewport,
10 | } from "@/components/ui/toast"
11 | import { useToast } from "@/components/ui/use-toast"
12 | 
13 | export function Toaster() {
14 |   const { toasts } = useToast()
15 | 
16 |   return (
17 |     <ToastProvider>
18 |       {toasts.map(function ({ id, title, description, action, ...props }) {
19 |         return (
20 |           <Toast key={id} {...props}>
21 |             <div className="grid gap-1">
22 |               {title && <ToastTitle>{title}</ToastTitle>}
23 |               {description && (
24 |                 <ToastDescription>{description}</ToastDescription>
25 |               )}
26 |             </div>
27 |             {action}
28 |             <ToastClose />
29 |           </Toast>
30 |         )
31 |       })}
32 |       <ToastViewport />
33 |     </ToastProvider>
34 |   )
35 | }
36 | 


--------------------------------------------------------------------------------
/prettier.config.js:
--------------------------------------------------------------------------------
 1 | /** @type {import('prettier').Config} */
 2 | module.exports = {
 3 |   endOfLine: 'lf',
 4 |   singleQuote: true,
 5 |   printWidth: 100,
 6 |   tabWidth: 2,
 7 |   trailingComma: 'es5',
 8 |   importOrder: [
 9 |     '^(react/(.*)$)|^(react$)',
10 |     '^(next/(.*)$)|^(next$)',
11 |     '<THIRD_PARTY_MODULES>',
12 |     '',
13 |     '^types$',
14 |     '^@/types/(.*)$',
15 |     '^@/config/(.*)$',
16 |     '^@/lib/(.*)$',
17 |     '^@/hooks/(.*)$',
18 |     '^@/components/ui/(.*)$',
19 |     '^@/components/(.*)$',
20 |     '^@/styles/(.*)$',
21 |     '^@/app/(.*)$',
22 |     '',
23 |     '^[./]',
24 |   ],
25 |   importOrderSeparation: false,
26 |   importOrderSortSpecifiers: true,
27 |   importOrderBuiltinModulesToTop: true,
28 |   importOrderParserPlugins: ['typescript', 'jsx', 'decorators-legacy'],
29 |   importOrderMergeDuplicateImports: true,
30 |   importOrderCombineTypeAndValueImports: true,
31 |   plugins: ['@ianvs/prettier-plugin-sort-imports', require('prettier-plugin-tailwindcss')],
32 | };
33 | 


--------------------------------------------------------------------------------
/app/components/embedding-model.tsx:
--------------------------------------------------------------------------------
 1 | 'use client';
 2 | import { useConfig } from '@/app/components/config-context';
 3 | import {
 4 |   Select,
 5 |   SelectContent,
 6 |   SelectItem,
 7 |   SelectTrigger,
 8 |   SelectValue,
 9 | } from '@/components/ui/select';
10 | import { Label } from '@/components/ui/label';
11 | 
12 | export function EmbeddingModel() {
13 |   const { embeddingModel, setEmbeddingModel } = useConfig();
14 | 
15 |   return (
16 |     <div className="flex flex-col gap-2">
17 |       <div className="flex items-center gap-4">
18 |         <Label className="w-1/2">Model</Label>
19 |         <Select onValueChange={setEmbeddingModel} defaultValue={embeddingModel}>
20 |           <SelectTrigger>
21 |             <SelectValue placeholder="select embedding model" />
22 |           </SelectTrigger>
23 |           <SelectContent>
24 |             <SelectItem value="text-embedding-ada-002">text-embedding-ada-002</SelectItem>
25 |           </SelectContent>
26 |         </Select>
27 |       </div>
28 |     </div>
29 |   );
30 | }
31 | 


--------------------------------------------------------------------------------
/components/ui/slider.tsx:
--------------------------------------------------------------------------------
 1 | "use client"
 2 | 
 3 | import * as React from "react"
 4 | import * as SliderPrimitive from "@radix-ui/react-slider"
 5 | 
 6 | import { cn } from "@/lib/utils"
 7 | 
 8 | const Slider = React.forwardRef<
 9 |   React.ElementRef<typeof SliderPrimitive.Root>,
10 |   React.ComponentPropsWithoutRef<typeof SliderPrimitive.Root>
11 | >(({ className, ...props }, ref) => (
12 |   <SliderPrimitive.Root
13 |     ref={ref}
14 |     className={cn(
15 |       "relative flex w-full touch-none select-none items-center",
16 |       className
17 |     )}
18 |     {...props}
19 |   >
20 |     <SliderPrimitive.Track className="relative h-2 w-full grow overflow-hidden rounded-full bg-secondary">
21 |       <SliderPrimitive.Range className="absolute h-full bg-primary" />
22 |     </SliderPrimitive.Track>
23 |     <SliderPrimitive.Thumb className="block h-5 w-5 rounded-full border-2 border-primary bg-background 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" />
24 |   </SliderPrimitive.Root>
25 | ))
26 | Slider.displayName = SliderPrimitive.Root.displayName
27 | 
28 | export { Slider }
29 | 


--------------------------------------------------------------------------------
/app/components/sidebar.tsx:
--------------------------------------------------------------------------------
 1 | 'use client';
 2 | import { EmbeddingModel } from '@/app/components/embedding-model';
 3 | import { VectorStoreWidget } from '@/app/components/store-config';
 4 | import { QueryConfigForm } from '@/app/components/query-config';
 5 | import { Separator } from '@/components/ui/separator';
 6 | 
 7 | export default function Sidebar() {
 8 |   return (
 9 |     <div
10 |       id="sidebar"
11 |       className="border-1 top-0 h-screen min-w-[400px] border-r border-border bg-background"
12 |     >
13 |       <div className="flex flex-col items-center justify-center">
14 |         <h1 className="py-4 text-2xl font-extrabold">Query config</h1>
15 | 
16 |         <div className="w-full px-4">
17 |           <QueryConfigForm />
18 |         </div>
19 |         <Separator className="mt-4" />
20 |         <h1 className="py-4 text-2xl font-extrabold">Vector store</h1>
21 |         <div className="w-full px-4">
22 |           <VectorStoreWidget />
23 |         </div>
24 |         <Separator className="mt-4" />
25 |         <h1 className="py-4 text-2xl font-extrabold">Embedding model</h1>
26 |         <div className="w-full px-4">
27 |           <EmbeddingModel />
28 |         </div>
29 |       </div>
30 |     </div>
31 |   );
32 | }
33 | 


--------------------------------------------------------------------------------
/components/ui/badge.tsx:
--------------------------------------------------------------------------------
 1 | import * as React from "react"
 2 | import { cva, type VariantProps } from "class-variance-authority"
 3 | 
 4 | import { cn } from "@/lib/utils"
 5 | 
 6 | const badgeVariants = cva(
 7 |   "inline-flex items-center rounded-full border px-2.5 py-0.5 text-xs font-semibold transition-colors focus:outline-none focus:ring-2 focus:ring-ring focus:ring-offset-2",
 8 |   {
 9 |     variants: {
10 |       variant: {
11 |         default:
12 |           "border-transparent bg-primary text-primary-foreground hover:bg-primary/80",
13 |         secondary:
14 |           "border-transparent bg-secondary text-secondary-foreground hover:bg-secondary/80",
15 |         destructive:
16 |           "border-transparent bg-destructive text-destructive-foreground hover:bg-destructive/80",
17 |         outline: "text-foreground",
18 |       },
19 |     },
20 |     defaultVariants: {
21 |       variant: "default",
22 |     },
23 |   }
24 | )
25 | 
26 | export interface BadgeProps
27 |   extends React.HTMLAttributes<HTMLDivElement>,
28 |     VariantProps<typeof badgeVariants> {}
29 | 
30 | function Badge({ className, variant, ...props }: BadgeProps) {
31 |   return (
32 |     <div className={cn(badgeVariants({ variant }), className)} {...props} />
33 |   )
34 | }
35 | 
36 | export { Badge, badgeVariants }
37 | 


--------------------------------------------------------------------------------
/components/ui/switch.tsx:
--------------------------------------------------------------------------------
 1 | "use client"
 2 | 
 3 | import * as React from "react"
 4 | import * as SwitchPrimitives from "@radix-ui/react-switch"
 5 | 
 6 | import { cn } from "@/lib/utils"
 7 | 
 8 | const Switch = React.forwardRef<
 9 |   React.ElementRef<typeof SwitchPrimitives.Root>,
10 |   React.ComponentPropsWithoutRef<typeof SwitchPrimitives.Root>
11 | >(({ className, ...props }, ref) => (
12 |   <SwitchPrimitives.Root
13 |     className={cn(
14 |       "peer inline-flex h-[24px] w-[44px] shrink-0 cursor-pointer items-center rounded-full border-2 border-transparent transition-colors focus-visible:outline-none focus-visible:ring-2 focus-visible:ring-ring focus-visible:ring-offset-2 focus-visible:ring-offset-background disabled:cursor-not-allowed disabled:opacity-50 data-[state=checked]:bg-primary data-[state=unchecked]:bg-input",
15 |       className
16 |     )}
17 |     {...props}
18 |     ref={ref}
19 |   >
20 |     <SwitchPrimitives.Thumb
21 |       className={cn(
22 |         "pointer-events-none block h-5 w-5 rounded-full bg-background shadow-lg ring-0 transition-transform data-[state=checked]:translate-x-5 data-[state=unchecked]:translate-x-0"
23 |       )}
24 |     />
25 |   </SwitchPrimitives.Root>
26 | ))
27 | Switch.displayName = SwitchPrimitives.Root.displayName
28 | 
29 | export { Switch }
30 | 


--------------------------------------------------------------------------------
/components/main-nav.tsx:
--------------------------------------------------------------------------------
 1 | import * as React from 'react';
 2 | import Link from 'next/link';
 3 | 
 4 | import { NavItem } from '@/types/nav';
 5 | import { siteConfig } from '@/config/site';
 6 | import { cn } from '@/lib/utils';
 7 | import { Icons } from '@/components/icons';
 8 | 
 9 | interface MainNavProps {
10 |   items?: NavItem[];
11 | }
12 | 
13 | export function MainNav({ items }: MainNavProps) {
14 |   return (
15 |     <div className="flex gap-6 md:gap-10">
16 |       <Link href="/" className="flex items-center space-x-2">
17 |         <Icons.aperture className="h-6 w-6" />
18 |         <span className="inline-block font-bold">{siteConfig.name}</span>
19 |       </Link>
20 |       {items?.length ? (
21 |         <nav className="flex gap-6">
22 |           {items?.map(
23 |             (item, index) =>
24 |               item.href && (
25 |                 <Link
26 |                   key={index}
27 |                   href={item.href}
28 |                   className={cn(
29 |                     'flex items-center text-sm font-medium text-muted-foreground',
30 |                     item.disabled && 'cursor-not-allowed opacity-80'
31 |                   )}
32 |                 >
33 |                   {item.title}
34 |                 </Link>
35 |               )
36 |           )}
37 |         </nav>
38 |       ) : null}
39 |     </div>
40 |   );
41 | }
42 | 


--------------------------------------------------------------------------------
/lib/ingest.ts:
--------------------------------------------------------------------------------
 1 | import { Ingestion, Wikipedia, TextSplitter, OpenAIEmbedder, TextDocument } from 'axgen';
 2 | import { getPgVectorStore, getPineconeStore, getOpenAiKey } from './axgen-utils';
 3 | 
 4 | export const getStore = (store: string) => {
 5 |   switch (store) {
 6 |     case 'pinecone':
 7 |       return getPineconeStore();
 8 |     case 'pgvector':
 9 |       return getPgVectorStore();
10 |     default:
11 |       throw new Error(`Unknown store ${store}`);
12 |   }
13 | };
14 | 
15 | export const ingestWikipedia = async (term: string, storeName: string) => {
16 |   const store = getStore(storeName);
17 | 
18 |   const ingestion = new Ingestion({
19 |     store,
20 |     source: new Wikipedia({ term }),
21 |     splitter: new TextSplitter({}),
22 |     embedder: new OpenAIEmbedder({ apiKey: getOpenAiKey() }),
23 |   });
24 | 
25 |   await ingestion.run();
26 | };
27 | 
28 | export const ingestFile = async (
29 |   storeName: 'pinecone' | 'pgvector',
30 |   content: string,
31 |   filename: string
32 | ) => {
33 |   const store = getStore(storeName);
34 |   const ingestion = new Ingestion({
35 |     store,
36 |     source: new TextDocument({ content, url: `file://${filename}` }),
37 |     splitter: new TextSplitter({}),
38 |     embedder: new OpenAIEmbedder({ apiKey: getOpenAiKey() }),
39 |   });
40 | 
41 |   await ingestion.run();
42 | 
43 |   return filename;
44 | };
45 | 


--------------------------------------------------------------------------------
/app/api/query/route.ts:
--------------------------------------------------------------------------------
 1 | import { NextRequest, NextResponse } from 'next/server';
 2 | import { queryCompletion, queryChat } from '@/lib/query';
 3 | 
 4 | export async function POST(request: NextRequest) {
 5 |   const { modelType, question, llmOnly, topK, model, temperature, maxTokens, store } =
 6 |     await request.json();
 7 |   try {
 8 |     let response;
 9 |     switch (modelType) {
10 |       case 'completion':
11 |         response = await queryCompletion({
12 |           query: question,
13 |           model,
14 |           store,
15 |           llmOnly,
16 |           topK,
17 |           temperature,
18 |           maxTokens,
19 |         });
20 |         break;
21 |       case 'chat':
22 |         response = await queryChat({
23 |           query: question,
24 |           model,
25 |           llmOnly,
26 |           topK,
27 |           temperature,
28 |           store,
29 |           maxTokens,
30 |         });
31 |         break;
32 |       default:
33 |         return NextResponse.json({ error: 'Invalid model type' }, { status: 400 });
34 |     }
35 |     return NextResponse.json({ response }, { status: 200 });
36 |   } catch (error: unknown) {
37 |     let message = 'Unknown Error';
38 |     if (error instanceof Error) message = error.message;
39 | 
40 |     console.error(error);
41 |     return NextResponse.json({ error: message }, { status: 500 });
42 |   }
43 | }
44 | 


--------------------------------------------------------------------------------
/app/api/ingest/upload/route.ts:
--------------------------------------------------------------------------------
 1 | import { NextRequest, NextResponse } from 'next/server';
 2 | import { ingestFile } from '@/lib/ingest';
 3 | 
 4 | /**
 5 |  * POST /api/ingest/upload
 6 |  * Uploads a file, chunks it  to the specified store
 7 |  */
 8 | export async function POST(request: NextRequest) {
 9 |   const formData = await request.formData();
10 |   const file = formData.get('file');
11 |   const storeName = formData.get('store');
12 |   const filename = formData.get('filename');
13 | 
14 |   if (['pinecone', 'pgvector'].includes(storeName as string) === false) {
15 |     return NextResponse.json({ error: 'Invalid store name' }, { status: 400 });
16 |   }
17 | 
18 |   if (!file || typeof file === 'string') {
19 |     return NextResponse.json({ error: 'Error reading file' }, { status: 400 });
20 |   }
21 | 
22 |   // Convert file to Buffer
23 |   const chunks: Buffer[] = [];
24 |   for await (const chunk of file.stream()) {
25 |     chunks.push(chunk as Buffer);
26 |   }
27 |   const fileContentBuffer = Buffer.concat(chunks);
28 | 
29 |   try {
30 |     const content = fileContentBuffer.toString();
31 |     await ingestFile(storeName as 'pinecone' | 'pgvector', content, `file://${filename}`);
32 |     return NextResponse.json({ content, store: storeName }, { status: 200 });
33 |   } catch {
34 |     return NextResponse.json({ error: 'Error ingesting file' }, { status: 400 });
35 |   }
36 | }
37 | 


--------------------------------------------------------------------------------
/app/components/document-card.tsx:
--------------------------------------------------------------------------------
 1 | import type { ContextDocument } from '@/lib/types';
 2 | import { Card, CardContent, CardFooter, CardHeader, CardTitle } from '@/components/ui/card';
 3 | import {
 4 |   Dialog,
 5 |   DialogContent,
 6 |   DialogDescription,
 7 |   DialogHeader,
 8 |   DialogTitle,
 9 |   DialogTrigger,
10 | } from '@/components/ui/dialog';
11 | 
12 | export default function DocumentCard({
13 |   document,
14 |   idx,
15 | }: {
16 |   document: ContextDocument;
17 |   idx: number;
18 | }) {
19 |   return (
20 |     <Dialog>
21 |       <DialogTrigger className="h-full">
22 |         <Card className="flex min-h-full flex-col items-start hover:bg-border">
23 |           <CardHeader>
24 |             <CardTitle>Chunk #{idx + 1}</CardTitle>
25 |           </CardHeader>
26 |           <CardContent className="text-left text-sm">
27 |             {document.chunk.text.slice(0, 150)}...
28 |           </CardContent>
29 |           {document.similarity && (
30 |             <CardFooter className="flex gap-2">
31 |               <p>similarity:</p>
32 |               <pre className="text-xs">{document.similarity}</pre>
33 |             </CardFooter>
34 |           )}
35 |         </Card>
36 |       </DialogTrigger>
37 |       <DialogContent>
38 |         <DialogHeader>
39 |           <DialogTitle>Chunk #{idx + 1}</DialogTitle>
40 |           <DialogDescription>
41 |             Source:{' '}
42 |             <a className="underline" href={document.chunk.url}>
43 |               {document.chunk.url}
44 |             </a>
45 |           </DialogDescription>
46 |         </DialogHeader>
47 |         <div>{document.chunk.text}</div>
48 |       </DialogContent>
49 |     </Dialog>
50 |   );
51 | }
52 | 


--------------------------------------------------------------------------------
/components/site-header.tsx:
--------------------------------------------------------------------------------
 1 | import Link from 'next/link';
 2 | 
 3 | import { siteConfig } from '@/config/site';
 4 | import { buttonVariants } from '@/components/ui/button';
 5 | import { Icons } from '@/components/icons';
 6 | import { MainNav } from '@/components/main-nav';
 7 | import { ThemeToggle } from '@/components/theme-toggle';
 8 | 
 9 | export function SiteHeader() {
10 |   return (
11 |     <header className="sticky top-0 z-40 w-full border-b bg-background">
12 |       <div className="container flex h-16 items-center space-x-4 sm:justify-between sm:space-x-0">
13 |         <MainNav items={siteConfig.mainNav} />
14 |         <div className="flex flex-1 items-center justify-end space-x-4">
15 |           <nav className="flex items-center space-x-1">
16 |             <Link href={siteConfig.links.github} target="_blank" rel="noreferrer">
17 |               <div
18 |                 className={buttonVariants({
19 |                   size: 'sm',
20 |                   variant: 'ghost',
21 |                 })}
22 |               >
23 |                 <Icons.gitHub className="h-5 w-5" />
24 |                 <span className="sr-only">GitHub</span>
25 |               </div>
26 |             </Link>
27 |             <Link href={siteConfig.links.twitter} target="_blank" rel="noreferrer">
28 |               <div
29 |                 className={buttonVariants({
30 |                   size: 'sm',
31 |                   variant: 'ghost',
32 |                 })}
33 |               >
34 |                 <Icons.twitter className="h-5 w-5 fill-current" />
35 |                 <span className="sr-only">Twitter</span>
36 |               </div>
37 |             </Link>
38 |             <ThemeToggle />
39 |           </nav>
40 |         </div>
41 |       </div>
42 |     </header>
43 |   );
44 | }
45 | 


--------------------------------------------------------------------------------
/components/code-editor.tsx:
--------------------------------------------------------------------------------
 1 | 'use-client';
 2 | 
 3 | import MonacoEditor from '@monaco-editor/react';
 4 | 
 5 | import { theme as defaultTheme, lightTheme } from '@/components/monaco-theme';
 6 | 
 7 | type PropsType = {
 8 |   code: string;
 9 |   theme?: 'default' | 'light';
10 |   onChange: (code: string) => void;
11 | };
12 | 
13 | export default function CodeEditor(props: PropsType) {
14 |   const theme = props.theme || 'default';
15 |   const bgColor =
16 |     theme === 'default'
17 |       ? defaultTheme.colors['editor.background']
18 |       : lightTheme.colors['editor.background'];
19 | 
20 |   return (
21 |     <div className={`rounded-lg py-3`} style={{ backgroundColor: bgColor }}>
22 |       <MonacoEditor
23 |         language="javascript"
24 |         theme={theme}
25 |         height="300px"
26 |         value={props.code}
27 |         options={{
28 |           minimap: {
29 |             enabled: false,
30 |           },
31 |           scrollbar: {
32 |             vertical: 'hidden',
33 |             alwaysConsumeMouseWheel: false,
34 |           },
35 |           overviewRulerLanes: 0,
36 |           scrollBeyondLastLine: false,
37 |           guides: {
38 |             indentation: false,
39 |           },
40 |           occurrencesHighlight: false,
41 |           renderLineHighlight: 'none',
42 |           fontFamily: 'JetBrains Mono, Droid Sans Mono, monospace',
43 |           fontSize: 14,
44 |           tabIndex: -1,
45 |           tabSize: 2,
46 |           formatOnType: true,
47 |           formatOnPaste: true,
48 |           tabCompletion: 'on',
49 |           suggestSelection: 'first',
50 |           wordWrap: 'off',
51 |         }}
52 |         onChange={(value) => props.onChange(value || '')}
53 |         beforeMount={(monaco) => {
54 |           monaco.editor.defineTheme('default', defaultTheme);
55 |           monaco.editor.defineTheme('light', lightTheme);
56 |         }}
57 |       />
58 |     </div>
59 |   );
60 | }
61 | 


--------------------------------------------------------------------------------
/components/ui/button.tsx:
--------------------------------------------------------------------------------
 1 | import * as React from 'react';
 2 | import { Slot } from '@radix-ui/react-slot';
 3 | import { cva, type VariantProps } from 'class-variance-authority';
 4 | 
 5 | import { cn } from '@/lib/utils';
 6 | 
 7 | const buttonVariants = cva(
 8 |   'inline-flex items-center justify-center rounded-md text-sm font-medium transition-colors focus-visible:outline-none focus-visible:ring-2 focus-visible:ring-ring focus-visible:ring-offset-2 disabled:opacity-50 disabled:pointer-events-none ring-offset-background',
 9 |   {
10 |     variants: {
11 |       variant: {
12 |         default: 'bg-primary text-primary-foreground hover:bg-primary/90',
13 |         destructive: 'bg-destructive text-destructive-foreground hover:bg-destructive/90',
14 |         outline: 'border border-input hover:bg-accent hover:text-accent-foreground',
15 |         secondary: 'bg-secondary text-secondary-foreground hover:bg-secondary/80',
16 |         ghost: 'hover:bg-accent hover:text-accent-foreground',
17 |         link: 'underline-offset-4 hover:underline text-primary',
18 |       },
19 |       size: {
20 |         default: 'h-10 py-2 px-4',
21 |         sm: 'h-9 px-3 rounded-md',
22 |         lg: 'h-11 px-8 rounded-md',
23 |       },
24 |     },
25 |     defaultVariants: {
26 |       variant: 'default',
27 |       size: 'default',
28 |     },
29 |   }
30 | );
31 | 
32 | export interface ButtonProps
33 |   extends React.ButtonHTMLAttributes<HTMLButtonElement>,
34 |     VariantProps<typeof buttonVariants> {
35 |   asChild?: boolean;
36 | }
37 | 
38 | const Button = React.forwardRef<HTMLButtonElement, ButtonProps>(
39 |   ({ className, variant, size, asChild = false, ...props }, ref) => {
40 |     const Comp = asChild ? Slot : 'button';
41 |     return (
42 |       <Comp className={cn(buttonVariants({ variant, size, className }))} ref={ref} {...props} />
43 |     );
44 |   }
45 | );
46 | Button.displayName = 'Button';
47 | 
48 | export { Button, buttonVariants };
49 | 


--------------------------------------------------------------------------------
/README.md:
--------------------------------------------------------------------------------
 1 | # Axilla demo UI
 2 | 
 3 | ### [Demo video 🎥](https://www.loom.com/share/458f9b6679b740f0a5c78a33fffee3dc)
 4 | 
 5 | This demo UI showcases how to build RAG (retrieval augmented generation) workflows using the [axgen](https://github.com/axilla-io/axgen) library.
 6 | 
 7 | ![Demo UI Screenshot](./public/demo-screenshot.png)
 8 | 
 9 | The UI covers the usual flow, which has 2 separate parts:
10 | 
11 | 1.  Ingest documents into a vector store (this demo shows ingesting from files and from wikipedia, but you could plug any data source)
12 | 2.  Ask questions with augmented context for retrieval (by fetching chunks of the ingested documents to enrich the answer)
13 | 
14 | You can easily toggle document inclusion on/off, to see the difference. The UI also shows the documents that were retrieved which helps troubleshoot why the answer is what it is.
15 | 
16 | [Axgen](https://github.com/axilla-io/axgen) is fully configurable, as this UI demonstrates.
17 | 
18 | Please give us any feedback (bugs, requests, questions) at hello@axilla.io. We love talking to our users so don't be shy.
19 | 
20 | ## Axilla
21 | 
22 | At [Axilla](https://axilla.io), we are building an opinionated end-to-end framework to work with LLMs in TypeScript.
23 | Our first module open source module is [axgen](https://github.com/axilla-io/axgen), focused on document ingestion and retrieval. Giving it a star ⭐️ is very helpful for our visibility, so we appreciate it if you can spare one!
24 | 
25 | ## Usage
26 | 
27 | This is a simple nextJS application, that was tested using node 18.
28 | 
29 | ### Steps
30 | 
31 | 1. Clone the repo: `git clone https://github.com/axilla-io/demo-ui.git`
32 | 2. Ensure you have the right environment variables setup: `cp .env.example .env`
33 | 3. Install packages: `npm i`
34 | 4. Run it: `npm run dev  # will run on localhost:3300`
35 | 
36 | ## License
37 | 
38 | Licensed under the [MIT license](https://github.com/shadcn/ui/blob/main/LICENSE.md).
39 | 


--------------------------------------------------------------------------------
/styles/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 |     --muted: 210 40% 96.1%;
11 |     --muted-foreground: 215.4 16.3% 46.9%;
12 |  
13 |     --popover: 0 0% 100%;
14 |     --popover-foreground: 222.2 84% 4.9%;
15 |  
16 |     --card: 0 0% 100%;
17 |     --card-foreground: 222.2 84% 4.9%;
18 |  
19 |     --border: 214.3 31.8% 91.4%;
20 |     --input: 214.3 31.8% 91.4%;
21 |  
22 |     --primary: 222.2 47.4% 11.2%;
23 |     --primary-foreground: 210 40% 98%;
24 |  
25 |     --secondary: 210 40% 96.1%;
26 |     --secondary-foreground: 222.2 47.4% 11.2%;
27 |  
28 |     --accent: 210 40% 96.1%;
29 |     --accent-foreground: 222.2 47.4% 11.2%;
30 |  
31 |     --destructive: 0 84.2% 60.2%;
32 |     --destructive-foreground: 210 40% 98%;
33 |  
34 |     --ring: 215 20.2% 65.1%;
35 |  
36 |     --radius: 0.5rem;
37 |   }
38 |  
39 |   .dark {
40 |     --background: 222.2 84% 4.9%;
41 |     --foreground: 210 40% 98%;
42 |  
43 |     --muted: 217.2 32.6% 17.5%;
44 |     --muted-foreground: 215 20.2% 65.1%;
45 |  
46 |     --popover: 222.2 84% 4.9%;
47 |     --popover-foreground: 210 40% 98%;
48 |  
49 |     --card: 222.2 84% 4.9%;
50 |     --card-foreground: 210 40% 98%;
51 |  
52 |     --border: 217.2 32.6% 17.5%;
53 |     --input: 217.2 32.6% 17.5%;
54 |  
55 |     --primary: 210 40% 98%;
56 |     --primary-foreground: 222.2 47.4% 11.2%;
57 |  
58 |     --secondary: 217.2 32.6% 17.5%;
59 |     --secondary-foreground: 210 40% 98%;
60 |  
61 |     --accent: 217.2 32.6% 17.5%;
62 |     --accent-foreground: 210 40% 98%;
63 |  
64 |     --destructive: 0 62.8% 30.6%;
65 |     --destructive-foreground: 0 85.7% 97.3%;
66 |  
67 |     --ring: 217.2 32.6% 17.5%;
68 |   }
69 | }
70 |  
71 | @layer base {
72 |   * {
73 |     @apply border-border;
74 |   }
75 |   body {
76 |     @apply bg-background text-foreground;
77 |   }
78 | }


--------------------------------------------------------------------------------
/components/ui/tabs.tsx:
--------------------------------------------------------------------------------
 1 | "use client"
 2 | 
 3 | import * as React from "react"
 4 | import * as TabsPrimitive from "@radix-ui/react-tabs"
 5 | 
 6 | import { cn } from "@/lib/utils"
 7 | 
 8 | const Tabs = TabsPrimitive.Root
 9 | 
10 | const TabsList = React.forwardRef<
11 |   React.ElementRef<typeof TabsPrimitive.List>,
12 |   React.ComponentPropsWithoutRef<typeof TabsPrimitive.List>
13 | >(({ className, ...props }, ref) => (
14 |   <TabsPrimitive.List
15 |     ref={ref}
16 |     className={cn(
17 |       "inline-flex h-10 items-center justify-center rounded-md bg-muted p-1 text-muted-foreground",
18 |       className
19 |     )}
20 |     {...props}
21 |   />
22 | ))
23 | TabsList.displayName = TabsPrimitive.List.displayName
24 | 
25 | const TabsTrigger = React.forwardRef<
26 |   React.ElementRef<typeof TabsPrimitive.Trigger>,
27 |   React.ComponentPropsWithoutRef<typeof TabsPrimitive.Trigger>
28 | >(({ className, ...props }, ref) => (
29 |   <TabsPrimitive.Trigger
30 |     ref={ref}
31 |     className={cn(
32 |       "inline-flex items-center justify-center whitespace-nowrap rounded-sm px-3 py-1.5 text-sm font-medium ring-offset-background transition-all focus-visible:outline-none focus-visible:ring-2 focus-visible:ring-ring focus-visible:ring-offset-2 disabled:pointer-events-none disabled:opacity-50 data-[state=active]:bg-background data-[state=active]:text-foreground data-[state=active]:shadow-sm",
33 |       className
34 |     )}
35 |     {...props}
36 |   />
37 | ))
38 | TabsTrigger.displayName = TabsPrimitive.Trigger.displayName
39 | 
40 | const TabsContent = React.forwardRef<
41 |   React.ElementRef<typeof TabsPrimitive.Content>,
42 |   React.ComponentPropsWithoutRef<typeof TabsPrimitive.Content>
43 | >(({ className, ...props }, ref) => (
44 |   <TabsPrimitive.Content
45 |     ref={ref}
46 |     className={cn(
47 |       "mt-2 ring-offset-background focus-visible:outline-none focus-visible:ring-2 focus-visible:ring-ring focus-visible:ring-offset-2",
48 |       className
49 |     )}
50 |     {...props}
51 |   />
52 | ))
53 | TabsContent.displayName = TabsPrimitive.Content.displayName
54 | 
55 | export { Tabs, TabsList, TabsTrigger, TabsContent }
56 | 


--------------------------------------------------------------------------------
/components/cell.tsx:
--------------------------------------------------------------------------------
 1 | 'use client';
 2 | 
 3 | import { useState } from 'react';
 4 | 
 5 | import CodeEditor from '@/components/code-editor';
 6 | import { Icons } from '@/components/icons';
 7 | 
 8 | const fib = `function fib(n) {
 9 |   if (n === 0 || n === 1) {
10 |     return n;
11 |   }
12 | 
13 |   return fib(n - 1) + fib(n - 2)
14 | }
15 | `;
16 | 
17 | export default function Cell() {
18 |   const [value, setValue] = useState<string>('');
19 |   const [evalCount, setEvalCount] = useState(0);
20 | 
21 |   async function evaluate(code: string) {
22 |     // Force an update every time evaluation happens:
23 |     setEvalCount(evalCount + 1);
24 | 
25 |     console.log('Evaling ', code);
26 |     const result = '10';
27 | 
28 |     setValue(result);
29 |   }
30 | 
31 |   return (
32 |     <CellInner
33 |       code={fib}
34 |       value={value}
35 |       stdout={['omg']}
36 |       evaluate={evaluate}
37 |       evalCount={evalCount}
38 |     />
39 |   );
40 | }
41 | 
42 | type CellInnerPropsType = {
43 |   code?: string;
44 |   value: string;
45 |   stdout: string[];
46 |   evaluate: (code: string) => void;
47 |   evalCount: number;
48 | };
49 | 
50 | function CellInner(props: CellInnerPropsType) {
51 |   const [code, setCode] = useState<string>(props.code || '');
52 | 
53 |   return (
54 |     <div className="flex flex-col">
55 |       <div className="my-2">
56 |         <span
57 |           className="flex cursor-pointer items-center font-semibold"
58 |           onClick={() => {
59 |             props.evaluate(code);
60 |           }}
61 |         >
62 |           <Icons.playCircle className="mr-1 h-5 w-5" /> Evaluate
63 |         </span>
64 |       </div>
65 |       <CodeEditor code={code} onChange={setCode} />
66 |       {props.evalCount > 0 && (
67 |         <div className="my-2 rounded-lg border border-zinc-300 text-sm">
68 |           {props.stdout.length > 0 && (
69 |             <pre className="border-b border-zinc-300 p-4">
70 |               <code className="block">{props.stdout.join('\n')}</code>
71 |             </pre>
72 |           )}
73 |           <pre className="p-4">
74 |             <code className="block">{props.value}</code>
75 |           </pre>
76 |         </div>
77 |       )}
78 |     </div>
79 |   );
80 | }
81 | 


--------------------------------------------------------------------------------
/components/ui/card.tsx:
--------------------------------------------------------------------------------
 1 | import * as React from "react"
 2 | 
 3 | import { cn } from "@/lib/utils"
 4 | 
 5 | const Card = React.forwardRef<
 6 |   HTMLDivElement,
 7 |   React.HTMLAttributes<HTMLDivElement>
 8 | >(({ className, ...props }, ref) => (
 9 |   <div
10 |     ref={ref}
11 |     className={cn(
12 |       "rounded-lg border bg-card text-card-foreground shadow-sm",
13 |       className
14 |     )}
15 |     {...props}
16 |   />
17 | ))
18 | Card.displayName = "Card"
19 | 
20 | const CardHeader = React.forwardRef<
21 |   HTMLDivElement,
22 |   React.HTMLAttributes<HTMLDivElement>
23 | >(({ className, ...props }, ref) => (
24 |   <div
25 |     ref={ref}
26 |     className={cn("flex flex-col space-y-1.5 p-6", className)}
27 |     {...props}
28 |   />
29 | ))
30 | CardHeader.displayName = "CardHeader"
31 | 
32 | const CardTitle = React.forwardRef<
33 |   HTMLParagraphElement,
34 |   React.HTMLAttributes<HTMLHeadingElement>
35 | >(({ className, ...props }, ref) => (
36 |   <h3
37 |     ref={ref}
38 |     className={cn(
39 |       "text-2xl font-semibold leading-none tracking-tight",
40 |       className
41 |     )}
42 |     {...props}
43 |   />
44 | ))
45 | CardTitle.displayName = "CardTitle"
46 | 
47 | const CardDescription = React.forwardRef<
48 |   HTMLParagraphElement,
49 |   React.HTMLAttributes<HTMLParagraphElement>
50 | >(({ className, ...props }, ref) => (
51 |   <p
52 |     ref={ref}
53 |     className={cn("text-sm text-muted-foreground", className)}
54 |     {...props}
55 |   />
56 | ))
57 | CardDescription.displayName = "CardDescription"
58 | 
59 | const CardContent = React.forwardRef<
60 |   HTMLDivElement,
61 |   React.HTMLAttributes<HTMLDivElement>
62 | >(({ className, ...props }, ref) => (
63 |   <div ref={ref} className={cn("p-6 pt-0", className)} {...props} />
64 | ))
65 | CardContent.displayName = "CardContent"
66 | 
67 | const CardFooter = React.forwardRef<
68 |   HTMLDivElement,
69 |   React.HTMLAttributes<HTMLDivElement>
70 | >(({ className, ...props }, ref) => (
71 |   <div
72 |     ref={ref}
73 |     className={cn(" flex items-center p-6 pt-0", className)}
74 |     {...props}
75 |   />
76 | ))
77 | CardFooter.displayName = "CardFooter"
78 | 
79 | export { Card, CardHeader, CardFooter, CardTitle, CardDescription, CardContent }
80 | 


--------------------------------------------------------------------------------
/app/page.tsx:
--------------------------------------------------------------------------------
 1 | 'use client';
 2 | import { useSearchParams, useRouter, usePathname } from 'next/navigation';
 3 | import { useEffect } from 'react';
 4 | import { Separator } from '@/components/ui/separator';
 5 | import { Tabs, TabsContent, TabsList, TabsTrigger } from '@/components/ui/tabs';
 6 | import { IngestWikipedia } from '@/app/components/ingest-wikipedia';
 7 | import { IngestDocumentUpload } from '@/app/components/ingest-upload';
 8 | import { QueryWidget } from '@/app/components/query';
 9 | 
10 | function IngestTab() {
11 |   const router = useRouter();
12 |   const pathname = usePathname();
13 |   useEffect(() => {
14 |     router.push(pathname + '?tab=ingest');
15 |   }, [router, pathname]);
16 | 
17 |   return (
18 |     <div className="flex w-full flex-col items-center py-8">
19 |       <IngestWikipedia />
20 | 
21 |       <div className="my-12 flex w-1/2 items-center justify-center gap-2">
22 |         <Separator className="w-1/3" />
23 |         <p>or</p>
24 |         <Separator className="w-1/3" />
25 |       </div>
26 | 
27 |       <IngestDocumentUpload />
28 |     </div>
29 |   );
30 | }
31 | 
32 | function QueryTab() {
33 |   const router = useRouter();
34 |   const pathname = usePathname();
35 |   useEffect(() => {
36 |     router.push(pathname + '?tab=query');
37 |   }, [router, pathname]);
38 | 
39 |   return <QueryWidget />;
40 | }
41 | 
42 | export default function IndexPage() {
43 |   const searchParams = useSearchParams();
44 |   const defaultTab = searchParams.get('tab') || 'ingest';
45 | 
46 |   return (
47 |     <section className="flex w-full flex-col items-center gap-6">
48 |       <Tabs defaultValue={defaultTab} className="m-4 w-full">
49 |         <div className="flex items-center justify-center">
50 |           <TabsList>
51 |             <TabsTrigger value="ingest">Ingest documents</TabsTrigger>
52 |             <TabsTrigger value="query">Query</TabsTrigger>
53 |           </TabsList>
54 |         </div>
55 |         <div className="w-full">
56 |           <TabsContent value="ingest">
57 |             <IngestTab />
58 |           </TabsContent>
59 |           <TabsContent value="query">
60 |             <QueryTab />
61 |           </TabsContent>
62 |         </div>
63 |       </Tabs>
64 |     </section>
65 |   );
66 | }
67 | 


--------------------------------------------------------------------------------
/package.json:
--------------------------------------------------------------------------------
 1 | {
 2 |   "name": "axilla-demo",
 3 |   "browser": {
 4 |     "fs": false
 5 |   },
 6 |   "version": "0.0.2",
 7 |   "private": true,
 8 |   "scripts": {
 9 |     "dev": "next dev -p 3300",
10 |     "build": "next build",
11 |     "start": "next start",
12 |     "lint": "next lint",
13 |     "lint:fix": "next lint --fix",
14 |     "preview": "next build && next start",
15 |     "typecheck": "tsc --noEmit",
16 |     "format:write": "npx prettier --write \"**/*.{js, ts,tsx,mdx}\" --cache",
17 |     "format:check": "npx prettier --check \"**/*.{ts,tsx,mdx}\" --cache"
18 |   },
19 |   "dependencies": {
20 |     "@hookform/resolvers": "^3.1.1",
21 |     "@monaco-editor/react": "^4.5.1",
22 |     "@radix-ui/react-arrow": "^1.0.3",
23 |     "@radix-ui/react-dialog": "^1.0.4",
24 |     "@radix-ui/react-label": "^2.0.2",
25 |     "@radix-ui/react-select": "^1.2.2",
26 |     "@radix-ui/react-separator": "^1.0.3",
27 |     "@radix-ui/react-slider": "^1.1.2",
28 |     "@radix-ui/react-slot": "^1.0.2",
29 |     "@radix-ui/react-switch": "^1.0.3",
30 |     "@radix-ui/react-tabs": "^1.0.4",
31 |     "@radix-ui/react-toast": "^1.1.4",
32 |     "axgen": "^0.0.19",
33 |     "class-variance-authority": "^0.4.0",
34 |     "clsx": "^1.2.1",
35 |     "dotenv": "^16.3.1",
36 |     "lucide-react": "^0.105.0-alpha.4",
37 |     "monaco-editor": "^0.39.0",
38 |     "next": "^13.4.8",
39 |     "next-themes": "^0.2.1",
40 |     "react": "^18.2.0",
41 |     "react-dom": "^18.2.0",
42 |     "react-hook-form": "^7.45.1",
43 |     "sharp": "^0.31.3",
44 |     "tailwind-merge": "^1.14.0",
45 |     "tailwindcss-animate": "^1.0.6",
46 |     "zod": "^3.21.4"
47 |   },
48 |   "devDependencies": {
49 |     "@ianvs/prettier-plugin-sort-imports": "^3.7.2",
50 |     "@types/node": "^17.0.45",
51 |     "@types/react": "^18.2.7",
52 |     "@types/react-dom": "^18.2.4",
53 |     "@typescript-eslint/eslint-plugin": "^5.54.1",
54 |     "@typescript-eslint/parser": "^5.54.1",
55 |     "autoprefixer": "^10.4.14",
56 |     "eslint": "^8.41.0",
57 |     "eslint-config-next": "13.0.0",
58 |     "eslint-config-prettier": "^8.8.0",
59 |     "eslint-plugin-react": "^7.32.2",
60 |     "eslint-plugin-tailwindcss": "^3.12.0",
61 |     "postcss": "^8.4.24",
62 |     "prettier": "^2.8.8",
63 |     "prettier-plugin-tailwindcss": "^0.1.13",
64 |     "prisma": "^4.16.2",
65 |     "tailwindcss": "^3.3.2",
66 |     "typescript": "^4.9.5"
67 |   }
68 | }
69 | 


--------------------------------------------------------------------------------
/tailwind.config.js:
--------------------------------------------------------------------------------
 1 | /** @type {import('tailwindcss').Config} */
 2 | module.exports = {
 3 |   darkMode: ["class"],
 4 |   content: [
 5 |     './pages/**/*.{ts,tsx}',
 6 |     './components/**/*.{ts,tsx}',
 7 |     './app/**/*.{ts,tsx}',
 8 |     './src/**/*.{ts,tsx}',
 9 | 	],
10 |   theme: {
11 |     container: {
12 |       center: true,
13 |       padding: "2rem",
14 |       screens: {
15 |         "2xl": "1400px",
16 |       },
17 |     },
18 |     extend: {
19 |       colors: {
20 |         border: "hsl(var(--border))",
21 |         input: "hsl(var(--input))",
22 |         ring: "hsl(var(--ring))",
23 |         background: "hsl(var(--background))",
24 |         foreground: "hsl(var(--foreground))",
25 |         primary: {
26 |           DEFAULT: "hsl(var(--primary))",
27 |           foreground: "hsl(var(--primary-foreground))",
28 |         },
29 |         secondary: {
30 |           DEFAULT: "hsl(var(--secondary))",
31 |           foreground: "hsl(var(--secondary-foreground))",
32 |         },
33 |         destructive: {
34 |           DEFAULT: "hsl(var(--destructive))",
35 |           foreground: "hsl(var(--destructive-foreground))",
36 |         },
37 |         muted: {
38 |           DEFAULT: "hsl(var(--muted))",
39 |           foreground: "hsl(var(--muted-foreground))",
40 |         },
41 |         accent: {
42 |           DEFAULT: "hsl(var(--accent))",
43 |           foreground: "hsl(var(--accent-foreground))",
44 |         },
45 |         popover: {
46 |           DEFAULT: "hsl(var(--popover))",
47 |           foreground: "hsl(var(--popover-foreground))",
48 |         },
49 |         card: {
50 |           DEFAULT: "hsl(var(--card))",
51 |           foreground: "hsl(var(--card-foreground))",
52 |         },
53 |       },
54 |       borderRadius: {
55 |         lg: "var(--radius)",
56 |         md: "calc(var(--radius) - 2px)",
57 |         sm: "calc(var(--radius) - 4px)",
58 |       },
59 |       keyframes: {
60 |         "accordion-down": {
61 |           from: { height: 0 },
62 |           to: { height: "var(--radix-accordion-content-height)" },
63 |         },
64 |         "accordion-up": {
65 |           from: { height: "var(--radix-accordion-content-height)" },
66 |           to: { height: 0 },
67 |         },
68 |       },
69 |       animation: {
70 |         "accordion-down": "accordion-down 0.2s ease-out",
71 |         "accordion-up": "accordion-up 0.2s ease-out",
72 |       },
73 |     },
74 |   },
75 |   plugins: [require("tailwindcss-animate")],
76 | }


--------------------------------------------------------------------------------
/app/api/query/stream/route.ts:
--------------------------------------------------------------------------------
 1 | import { NextRequest, NextResponse } from 'next/server';
 2 | import { queryChatStream, queryCompletionStream } from 'lib/query';
 3 | // Separators recommended from
 4 | // https://stackoverflow.com/questions/6319551/whats-the-best-separator-delimiter-characters-for-a-plaintext-db-file
 5 | const JSON_STREAM_SEPARATOR = Uint8Array.from([0x1d]);
 6 | const CONTENT_STREAM_SEPARATOR = Uint8Array.from([0x1e]);
 7 | 
 8 | type ChatResponse = {
 9 |   choices: Array<{
10 |     delta: {
11 |       content: string;
12 |     };
13 |   }>;
14 | };
15 | 
16 | type InfoContext = {
17 |   context?: Array<object>;
18 | };
19 | 
20 | function iterableToStream(iterable: AsyncIterable<string | ChatResponse>, info: InfoContext) {
21 |   const encoder = new TextEncoder();
22 |   return new ReadableStream({
23 |     async pull(controller) {
24 |       for await (const value of iterable) {
25 |         const chunk = typeof value === 'string' ? value : value.choices[0].delta.content;
26 |         controller.enqueue(encoder.encode(chunk));
27 |       }
28 | 
29 |       controller.enqueue(CONTENT_STREAM_SEPARATOR);
30 |       const documents = info.context;
31 |       if (documents) {
32 |         for (const document of documents) {
33 |           controller.enqueue(encoder.encode(JSON.stringify(document)));
34 |           controller.enqueue(JSON_STREAM_SEPARATOR);
35 |         }
36 |       }
37 | 
38 |       controller.close();
39 |     },
40 |   });
41 | }
42 | 
43 | type RequestBody = {
44 |   question: string;
45 |   model: string;
46 |   store: string;
47 |   llmOnly: boolean;
48 |   temperature: number;
49 |   maxTokens: number;
50 |   topK: number;
51 | };
52 | 
53 | export async function handleCompletion(body: RequestBody) {
54 |   const { question, llmOnly, topK, model, temperature, maxTokens, store } = body;
55 |   const { result: iterable, info } = await queryCompletionStream({
56 |     query: question,
57 |     model: model,
58 |     store,
59 |     llmOnly,
60 |     temperature,
61 |     maxTokens,
62 |     topK,
63 |   });
64 |   const stream = iterableToStream(iterable, info);
65 |   return new Response(stream);
66 | }
67 | 
68 | export async function handleChat(body: RequestBody) {
69 |   const { question, llmOnly, topK, model, temperature, maxTokens, store } = body;
70 |   const { result: iterable, info } = await queryChatStream({
71 |     query: question,
72 |     model: model,
73 |     store,
74 |     llmOnly,
75 |     temperature,
76 |     maxTokens,
77 |     topK,
78 |   });
79 |   const stream = iterableToStream(iterable, info);
80 |   return new Response(stream);
81 | }
82 | 
83 | export async function POST(request: NextRequest) {
84 |   const body = await request.json();
85 | 
86 |   switch (body.modelType) {
87 |     case 'completion':
88 |       return handleCompletion(body);
89 | 
90 |     case 'chat':
91 |       return handleChat(body);
92 | 
93 |     default:
94 |       return NextResponse.json({ error: 'Invalid model type' }, { status: 400 });
95 |   }
96 | }
97 | 


--------------------------------------------------------------------------------
/app/components/config-context.tsx:
--------------------------------------------------------------------------------
 1 | 'use client';
 2 | import { createContext, useContext, useState, ReactNode } from 'react';
 3 | 
 4 | export interface ConfigInterface {
 5 |   chatModel: string;
 6 |   setChatModel: (model: string) => void;
 7 |   completionModel: string;
 8 |   setCompletionModel: (model: string) => void;
 9 |   temperature: number;
10 |   setTemperature: (temperature: number) => void;
11 |   topK: number;
12 |   setTopK: (topK: number) => void;
13 |   store: string;
14 |   setStore: (store: string) => void;
15 |   embeddingModel: string;
16 |   setEmbeddingModel: (embeddingModel: string) => void;
17 |   includeDocs: boolean;
18 |   setIncludeDocs: (includeDocs: boolean) => void;
19 |   dimensions: number;
20 |   maxTokens: number;
21 |   setMaxTokens: (maxTokens: number) => void;
22 | }
23 | 
24 | const notImplemented = () => {
25 |   throw new Error('Not implemented');
26 | };
27 | 
28 | export const DEFAULT_COMPLETION_MODEL = 'text-davinci-003';
29 | export const DEFAULT_CHAT_MODEL = 'gpt-4';
30 | 
31 | const ConfigContext = createContext<ConfigInterface>({
32 |   // Default values
33 |   completionModel: '', // we default to chat models
34 |   setCompletionModel: notImplemented,
35 |   chatModel: DEFAULT_CHAT_MODEL,
36 |   setChatModel: notImplemented,
37 |   temperature: 0,
38 |   setTemperature: notImplemented,
39 |   topK: 2,
40 |   setTopK: notImplemented,
41 |   store: 'pinecone',
42 |   setStore: notImplemented,
43 |   embeddingModel: 'text-embedding-ada-002',
44 |   setEmbeddingModel: notImplemented,
45 |   includeDocs: true,
46 |   setIncludeDocs: notImplemented,
47 |   dimensions: 1536,
48 |   maxTokens: 150,
49 |   setMaxTokens: notImplemented,
50 | });
51 | 
52 | export const useConfig = () => {
53 |   return useContext(ConfigContext);
54 | };
55 | 
56 | export const ConfigProvider = ({ children }: { children: ReactNode }): JSX.Element => {
57 |   const [completionModel, setCompletionModel] = useState<string>('');
58 |   const [chatModel, setChatModel] = useState<string>(DEFAULT_CHAT_MODEL);
59 |   const [temperature, setTemperature] = useState<number>(0);
60 |   const [topK, setTopK] = useState<number>(2);
61 |   const [store, setStore] = useState<string>('pinecone');
62 |   const [embeddingModel, setEmbeddingModel] = useState<string>('text-embedding-ada-002');
63 |   const [includeDocs, setIncludeDocs] = useState<boolean>(true);
64 |   const [maxTokens, setMaxTokens] = useState<number>(150);
65 | 
66 |   const context: ConfigInterface = {
67 |     completionModel: completionModel,
68 |     setCompletionModel: setCompletionModel,
69 |     chatModel: chatModel,
70 |     setChatModel: setChatModel,
71 |     temperature,
72 |     setTemperature,
73 |     topK,
74 |     setTopK,
75 |     store,
76 |     setStore,
77 |     embeddingModel,
78 |     setEmbeddingModel,
79 |     includeDocs,
80 |     setIncludeDocs,
81 |     // This is fixed.
82 |     dimensions: 1536,
83 |     maxTokens,
84 |     setMaxTokens,
85 |   };
86 | 
87 |   return <ConfigContext.Provider value={context}>{children}</ConfigContext.Provider>;
88 | };
89 | 


--------------------------------------------------------------------------------
/app/layout.tsx:
--------------------------------------------------------------------------------
 1 | import '@/styles/globals.css';
 2 | import Image from 'next/image';
 3 | import Link from 'next/link';
 4 | import { Metadata } from 'next';
 5 | 
 6 | import { siteConfig } from '@/config/site';
 7 | import { fontSans } from '@/lib/fonts';
 8 | import { cn } from '@/lib/utils';
 9 | import { ThemeProvider } from '@/components/theme-provider';
10 | import Sidebar from '@/app/components/sidebar';
11 | import { Toaster } from '@/components/ui/toaster';
12 | import { ConfigProvider } from '@/app/components/config-context';
13 | 
14 | export const metadata: Metadata = {
15 |   title: {
16 |     default: siteConfig.name,
17 |     template: `%s - ${siteConfig.name}`,
18 |   },
19 |   description: siteConfig.description,
20 |   themeColor: [
21 |     { media: '(prefers-color-scheme: light)', color: 'white' },
22 |     { media: '(prefers-color-scheme: dark)', color: 'black' },
23 |   ],
24 |   icons: {
25 |     icon: '/favicon.ico',
26 |     shortcut: '/favicon-16x16.png',
27 |   },
28 | };
29 | 
30 | interface RootLayoutProps {
31 |   children: React.ReactNode;
32 |   params: Record<string, string>;
33 |   pathname: string;
34 | }
35 | 
36 | export default function RootLayout({ children }: RootLayoutProps) {
37 |   return (
38 |     <>
39 |       <html lang="en" suppressHydrationWarning>
40 |         <head />
41 |         <body className={cn('min-h-screen bg-background font-sans antialiased', fontSans.variable)}>
42 |           <ThemeProvider attribute="class" defaultTheme="system" enableSystem>
43 |             <ConfigProvider>
44 |               <main className="flex h-screen flex-col">
45 |                 <div className="flex items-center justify-between border border-border bg-background px-6 py-4">
46 |                   <Link href="https://axilla.io" target="_blank">
47 |                     <Image
48 |                       src="/axilla-logo-text-white.png"
49 |                       height={30}
50 |                       width={90}
51 |                       alt="Axilla logo"
52 |                     />
53 |                   </Link>
54 |                   <Link href="https://github.com/axilla-io/axgen">
55 |                     <div className="flex items-center gap-4">
56 |                       <p className="font-mono">UI demo made with axgen</p>
57 |                       <Image
58 |                         src="/github-mark-white.png"
59 |                         width={32}
60 |                         height={32}
61 |                         alt="GitHub logo"
62 |                       />
63 |                     </div>
64 |                   </Link>
65 |                 </div>
66 |                 <div className="flex flex-1">
67 |                   <div className="flex w-[400px] overflow-y-auto">
68 |                     <Sidebar />
69 |                   </div>
70 |                   <div className="flex flex-1 flex-col">
71 |                     <div className="paragraph flex flex-1 overflow-y-auto px-4">{children}</div>
72 |                     <Toaster />
73 |                   </div>
74 |                 </div>
75 |               </main>
76 |             </ConfigProvider>
77 |           </ThemeProvider>
78 |         </body>
79 |       </html>
80 |     </>
81 |   );
82 | }
83 | 


--------------------------------------------------------------------------------
/components/ui/table.tsx:
--------------------------------------------------------------------------------
  1 | import * as React from "react"
  2 | 
  3 | import { cn } from "@/lib/utils"
  4 | 
  5 | const Table = React.forwardRef<
  6 |   HTMLTableElement,
  7 |   React.HTMLAttributes<HTMLTableElement>
  8 | >(({ className, ...props }, ref) => (
  9 |   <div className="w-full overflow-auto">
 10 |     <table
 11 |       ref={ref}
 12 |       className={cn("w-full caption-bottom text-sm", className)}
 13 |       {...props}
 14 |     />
 15 |   </div>
 16 | ))
 17 | Table.displayName = "Table"
 18 | 
 19 | const TableHeader = React.forwardRef<
 20 |   HTMLTableSectionElement,
 21 |   React.HTMLAttributes<HTMLTableSectionElement>
 22 | >(({ className, ...props }, ref) => (
 23 |   <thead ref={ref} className={cn("[&_tr]:border-b", className)} {...props} />
 24 | ))
 25 | TableHeader.displayName = "TableHeader"
 26 | 
 27 | const TableBody = React.forwardRef<
 28 |   HTMLTableSectionElement,
 29 |   React.HTMLAttributes<HTMLTableSectionElement>
 30 | >(({ className, ...props }, ref) => (
 31 |   <tbody
 32 |     ref={ref}
 33 |     className={cn("[&_tr:last-child]:border-0", className)}
 34 |     {...props}
 35 |   />
 36 | ))
 37 | TableBody.displayName = "TableBody"
 38 | 
 39 | const TableFooter = React.forwardRef<
 40 |   HTMLTableSectionElement,
 41 |   React.HTMLAttributes<HTMLTableSectionElement>
 42 | >(({ className, ...props }, ref) => (
 43 |   <tfoot
 44 |     ref={ref}
 45 |     className={cn("bg-primary font-medium text-primary-foreground", className)}
 46 |     {...props}
 47 |   />
 48 | ))
 49 | TableFooter.displayName = "TableFooter"
 50 | 
 51 | const TableRow = React.forwardRef<
 52 |   HTMLTableRowElement,
 53 |   React.HTMLAttributes<HTMLTableRowElement>
 54 | >(({ className, ...props }, ref) => (
 55 |   <tr
 56 |     ref={ref}
 57 |     className={cn(
 58 |       "border-b transition-colors hover:bg-muted/50 data-[state=selected]:bg-muted",
 59 |       className
 60 |     )}
 61 |     {...props}
 62 |   />
 63 | ))
 64 | TableRow.displayName = "TableRow"
 65 | 
 66 | const TableHead = React.forwardRef<
 67 |   HTMLTableCellElement,
 68 |   React.ThHTMLAttributes<HTMLTableCellElement>
 69 | >(({ className, ...props }, ref) => (
 70 |   <th
 71 |     ref={ref}
 72 |     className={cn(
 73 |       "h-12 px-4 text-left align-middle font-medium text-muted-foreground [&:has([role=checkbox])]:pr-0",
 74 |       className
 75 |     )}
 76 |     {...props}
 77 |   />
 78 | ))
 79 | TableHead.displayName = "TableHead"
 80 | 
 81 | const TableCell = React.forwardRef<
 82 |   HTMLTableCellElement,
 83 |   React.TdHTMLAttributes<HTMLTableCellElement>
 84 | >(({ className, ...props }, ref) => (
 85 |   <td
 86 |     ref={ref}
 87 |     className={cn("p-4 align-middle [&:has([role=checkbox])]:pr-0", className)}
 88 |     {...props}
 89 |   />
 90 | ))
 91 | TableCell.displayName = "TableCell"
 92 | 
 93 | const TableCaption = React.forwardRef<
 94 |   HTMLTableCaptionElement,
 95 |   React.HTMLAttributes<HTMLTableCaptionElement>
 96 | >(({ className, ...props }, ref) => (
 97 |   <caption
 98 |     ref={ref}
 99 |     className={cn("mt-4 text-sm text-muted-foreground", className)}
100 |     {...props}
101 |   />
102 | ))
103 | TableCaption.displayName = "TableCaption"
104 | 
105 | export {
106 |   Table,
107 |   TableHeader,
108 |   TableBody,
109 |   TableFooter,
110 |   TableHead,
111 |   TableRow,
112 |   TableCell,
113 |   TableCaption,
114 | }
115 | 


--------------------------------------------------------------------------------
/app/components/ingest-wikipedia.tsx:
--------------------------------------------------------------------------------
  1 | 'use client';
  2 | import { useState } from 'react';
  3 | import { zodResolver } from '@hookform/resolvers/zod';
  4 | import { useConfig } from '@/app/components/config-context';
  5 | import { useForm } from 'react-hook-form';
  6 | import * as z from 'zod';
  7 | import {
  8 |   Form,
  9 |   FormControl,
 10 |   FormField,
 11 |   FormItem,
 12 |   FormLabel,
 13 |   FormMessage,
 14 | } from '@/components/ui/form';
 15 | 
 16 | import { Card, CardContent, CardDescription, CardHeader, CardTitle } from '@/components/ui/card';
 17 | import { Input } from '@/components/ui/input';
 18 | import { Button } from '@/components/ui/button';
 19 | import { toast } from '@/components/ui/use-toast';
 20 | 
 21 | export function IngestWikipedia() {
 22 |   const [loading, setLoading] = useState<boolean>(false);
 23 |   const { store } = useConfig();
 24 | 
 25 |   const WikipediaFormSchema = z.object({
 26 |     term: z.string({
 27 |       required_error: 'Please select a term to search wikipedia for',
 28 |     }),
 29 |   });
 30 | 
 31 |   const wikipediaForm = useForm<z.infer<typeof WikipediaFormSchema>>({
 32 |     resolver: zodResolver(WikipediaFormSchema),
 33 |     defaultValues: { term: 'San Francisco' },
 34 |   });
 35 | 
 36 |   async function onSubmitWikipedia(data: z.infer<typeof WikipediaFormSchema>) {
 37 |     setLoading(true);
 38 |     const response = await fetch('/api/ingest/wikipedia', {
 39 |       method: 'POST',
 40 |       headers: { 'Content-type': 'application/json' },
 41 |       body: JSON.stringify({ term: data.term, store }),
 42 |     });
 43 |     const json = await response.json();
 44 | 
 45 |     if (json.error) {
 46 |       toast({
 47 |         variant: 'destructive',
 48 |         title: 'Error ingesting',
 49 |         description: <p>{json.error}</p>,
 50 |       });
 51 |     } else {
 52 |       toast({
 53 |         title: 'Ingested wikipedia page',
 54 |         description: <p>{data.term} </p>,
 55 |       });
 56 |     }
 57 |     setLoading(false);
 58 |   }
 59 | 
 60 |   return (
 61 |     <div className="flex w-full flex-col items-center">
 62 |       <Card className="w-4/5">
 63 |         <CardHeader>
 64 |           <CardTitle className="pb-4 text-center">Ingest from wikipedia</CardTitle>
 65 |           <CardDescription>
 66 |             Simply enter a wikipedia term and the app will fetch it, chunk it, and ingest the chunks
 67 |             into the store.
 68 |           </CardDescription>
 69 |         </CardHeader>
 70 |         <CardContent>
 71 |           <Form {...wikipediaForm}>
 72 |             <form onSubmit={wikipediaForm.handleSubmit(onSubmitWikipedia)}>
 73 |               <FormField
 74 |                 control={wikipediaForm.control}
 75 |                 name="term"
 76 |                 render={({ field }) => (
 77 |                   <FormItem>
 78 |                     <div className="flex items-center gap-2">
 79 |                       <FormLabel className="min-w-fit">wikipedia term</FormLabel>
 80 |                       <FormControl>
 81 |                         <Input type="string" {...field} />
 82 |                       </FormControl>
 83 |                     </div>
 84 |                     <FormMessage />
 85 |                   </FormItem>
 86 |                 )}
 87 |               />
 88 |               <div className="mt-4 flex items-center justify-center">
 89 |                 <Button type="submit" className="mt-4" disabled={loading}>
 90 |                   {loading ? 'Ingesting...' : 'Ingest'}
 91 |                 </Button>
 92 |               </div>
 93 |             </form>
 94 |           </Form>
 95 |         </CardContent>
 96 |       </Card>
 97 |     </div>
 98 |   );
 99 | }
100 | 


--------------------------------------------------------------------------------
/components/icons.tsx:
--------------------------------------------------------------------------------
 1 | import {
 2 |   LucideProps,
 3 |   Moon,
 4 |   PlayCircle,
 5 |   Aperture,
 6 |   SunMedium,
 7 |   Twitter,
 8 |   type Icon as LucideIcon,
 9 | } from 'lucide-react';
10 | 
11 | export type Icon = LucideIcon;
12 | 
13 | export const Icons = {
14 |   sun: SunMedium,
15 |   moon: Moon,
16 |   twitter: Twitter,
17 |   playCircle: PlayCircle,
18 |   aperture: Aperture,
19 |   logo: (props: LucideProps) => (
20 |     <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24" {...props}>
21 |       <path
22 |         fill="currentColor"
23 |         d="M11.572 0c-.176 0-.31.001-.358.007a19.76 19.76 0 0 1-.364.033C7.443.346 4.25 2.185 2.228 5.012a11.875 11.875 0 0 0-2.119 5.243c-.096.659-.108.854-.108 1.747s.012 1.089.108 1.748c.652 4.506 3.86 8.292 8.209 9.695.779.25 1.6.422 2.534.525.363.04 1.935.04 2.299 0 1.611-.178 2.977-.577 4.323-1.264.207-.106.247-.134.219-.158-.02-.013-.9-1.193-1.955-2.62l-1.919-2.592-2.404-3.558a338.739 338.739 0 0 0-2.422-3.556c-.009-.002-.018 1.579-.023 3.51-.007 3.38-.01 3.515-.052 3.595a.426.426 0 0 1-.206.214c-.075.037-.14.044-.495.044H7.81l-.108-.068a.438.438 0 0 1-.157-.171l-.05-.106.006-4.703.007-4.705.072-.092a.645.645 0 0 1 .174-.143c.096-.047.134-.051.54-.051.478 0 .558.018.682.154.035.038 1.337 1.999 2.895 4.361a10760.433 10760.433 0 0 0 4.735 7.17l1.9 2.879.096-.063a12.317 12.317 0 0 0 2.466-2.163 11.944 11.944 0 0 0 2.824-6.134c.096-.66.108-.854.108-1.748 0-.893-.012-1.088-.108-1.747-.652-4.506-3.859-8.292-8.208-9.695a12.597 12.597 0 0 0-2.499-.523A33.119 33.119 0 0 0 11.573 0zm4.069 7.217c.347 0 .408.005.486.047a.473.473 0 0 1 .237.277c.018.06.023 1.365.018 4.304l-.006 4.218-.744-1.14-.746-1.14v-3.066c0-1.982.01-3.097.023-3.15a.478.478 0 0 1 .233-.296c.096-.05.13-.054.5-.054z"
24 |       />
25 |     </svg>
26 |   ),
27 |   gitHub: (props: LucideProps) => (
28 |     <svg viewBox="0 0 438.549 438.549" {...props}>
29 |       <path
30 |         fill="currentColor"
31 |         d="M409.132 114.573c-19.608-33.596-46.205-60.194-79.798-79.8-33.598-19.607-70.277-29.408-110.063-29.408-39.781 0-76.472 9.804-110.063 29.408-33.596 19.605-60.192 46.204-79.8 79.8C9.803 148.168 0 184.854 0 224.63c0 47.78 13.94 90.745 41.827 128.906 27.884 38.164 63.906 64.572 108.063 79.227 5.14.954 8.945.283 11.419-1.996 2.475-2.282 3.711-5.14 3.711-8.562 0-.571-.049-5.708-.144-15.417a2549.81 2549.81 0 01-.144-25.406l-6.567 1.136c-4.187.767-9.469 1.092-15.846 1-6.374-.089-12.991-.757-19.842-1.999-6.854-1.231-13.229-4.086-19.13-8.559-5.898-4.473-10.085-10.328-12.56-17.556l-2.855-6.57c-1.903-4.374-4.899-9.233-8.992-14.559-4.093-5.331-8.232-8.945-12.419-10.848l-1.999-1.431c-1.332-.951-2.568-2.098-3.711-3.429-1.142-1.331-1.997-2.663-2.568-3.997-.572-1.335-.098-2.43 1.427-3.289 1.525-.859 4.281-1.276 8.28-1.276l5.708.853c3.807.763 8.516 3.042 14.133 6.851 5.614 3.806 10.229 8.754 13.846 14.842 4.38 7.806 9.657 13.754 15.846 17.847 6.184 4.093 12.419 6.136 18.699 6.136 6.28 0 11.704-.476 16.274-1.423 4.565-.952 8.848-2.383 12.847-4.285 1.713-12.758 6.377-22.559 13.988-29.41-10.848-1.14-20.601-2.857-29.264-5.14-8.658-2.286-17.605-5.996-26.835-11.14-9.235-5.137-16.896-11.516-22.985-19.126-6.09-7.614-11.088-17.61-14.987-29.979-3.901-12.374-5.852-26.648-5.852-42.826 0-23.035 7.52-42.637 22.557-58.817-7.044-17.318-6.379-36.732 1.997-58.24 5.52-1.715 13.706-.428 24.554 3.853 10.85 4.283 18.794 7.952 23.84 10.994 5.046 3.041 9.089 5.618 12.135 7.708 17.705-4.947 35.976-7.421 54.818-7.421s37.117 2.474 54.823 7.421l10.849-6.849c7.419-4.57 16.18-8.758 26.262-12.565 10.088-3.805 17.802-4.853 23.134-3.138 8.562 21.509 9.325 40.922 2.279 58.24 15.036 16.18 22.559 35.787 22.559 58.817 0 16.178-1.958 30.497-5.853 42.966-3.9 12.471-8.941 22.457-15.125 29.979-6.191 7.521-13.901 13.85-23.131 18.986-9.232 5.14-18.182 8.85-26.84 11.136-8.662 2.286-18.415 4.004-29.263 5.146 9.894 8.562 14.842 22.077 14.842 40.539v60.237c0 3.422 1.19 6.279 3.572 8.562 2.379 2.279 6.136 2.95 11.276 1.995 44.163-14.653 80.185-41.062 108.068-79.226 27.88-38.161 41.825-81.126 41.825-128.906-.01-39.771-9.818-76.454-29.414-110.049z"
32 |       ></path>
33 |     </svg>
34 |   ),
35 | };
36 | 


--------------------------------------------------------------------------------
/app/components/ingest-upload.tsx:
--------------------------------------------------------------------------------
  1 | 'use client';
  2 | import { useState } from 'react';
  3 | import { SubmitHandler, useForm } from 'react-hook-form';
  4 | import { Input } from '@/components/ui/input';
  5 | import { Button } from '@/components/ui/button';
  6 | import { Label } from '@/components/ui/label';
  7 | import { useConfig } from '@/app/components/config-context';
  8 | import { toast } from '@/components/ui/use-toast';
  9 | import { Card, CardContent, CardDescription, CardHeader, CardTitle } from '@/components/ui/card';
 10 | 
 11 | export function IngestDocumentUpload() {
 12 |   const { store } = useConfig();
 13 |   const [ingesting, setIngesting] = useState(false);
 14 |   interface IFormInput {
 15 |     document: FileList;
 16 |   }
 17 |   const {
 18 |     register,
 19 |     handleSubmit,
 20 |     formState: { errors },
 21 |   } = useForm<IFormInput>();
 22 | 
 23 |   const onUpload: SubmitHandler<IFormInput> = async (data) => {
 24 |     setIngesting(true);
 25 | 
 26 |     const firstDoc = data.document[0];
 27 |     const formData = new FormData();
 28 |     formData.append('file', firstDoc);
 29 |     formData.append('store', store);
 30 |     formData.append('filename', firstDoc.name);
 31 | 
 32 |     const response = await window.fetch('/api/ingest/upload', {
 33 |       method: 'POST',
 34 |       body: formData,
 35 |     });
 36 |     const responseData = await response.json();
 37 | 
 38 |     if (responseData.error) {
 39 |       toast({
 40 |         variant: 'destructive',
 41 |         title: 'Error ingesting',
 42 |         description: <p>{responseData.error}</p>,
 43 |       });
 44 |     } else {
 45 |       toast({
 46 |         title: `Uploaded file`,
 47 |         description: <p>{firstDoc.name}</p>,
 48 |       });
 49 |     }
 50 |     setIngesting(false);
 51 |   };
 52 | 
 53 |   const validateFile = (file: FileList) => {
 54 |     if (file.length !== 1) {
 55 |       return false;
 56 |     }
 57 | 
 58 |     const filename = file[0].name;
 59 |     if (!filename.endsWith('.md') && !filename.endsWith('.mdx')) {
 60 |       return false;
 61 |     }
 62 |     return true;
 63 |   };
 64 | 
 65 |   return (
 66 |     <div className="flex w-full flex-col items-center">
 67 |       <Card className="w-4/5">
 68 |         <CardHeader>
 69 |           <CardTitle className="pb-4 text-center">Upload a file</CardTitle>
 70 |           <CardDescription>
 71 |             Select a markdown file to upload. It will get chunked and ingested into the store.
 72 |           </CardDescription>
 73 |         </CardHeader>
 74 |         <CardContent>
 75 |           <form onSubmit={handleSubmit(onUpload)}>
 76 |             <div className="flex flex-col">
 77 |               <div className="flex items-center gap-2">
 78 |                 <Label className="min-w-fit" htmlFor="document">
 79 |                   Upload document
 80 |                 </Label>
 81 |                 <Input
 82 |                   {...register('document', { required: true, validate: validateFile })}
 83 |                   type="file"
 84 |                   className="file:rounded file:bg-input hover:file:cursor-pointer file:hover:bg-accent"
 85 |                 />
 86 |               </div>
 87 |               <p className="mt-2 text-sm text-muted-foreground">
 88 |                 We currently only support markdown files (.md)
 89 |               </p>
 90 |               {errors.document?.type === 'required' && (
 91 |                 <p className="text-sm text-destructive">This field is required</p>
 92 |               )}
 93 |               {errors.document?.type === 'validate' && (
 94 |                 <p className="text-sm text-destructive">Please upload a markdown file</p>
 95 |               )}
 96 |             </div>
 97 | 
 98 |             <div className="mt-4 flex items-center justify-center">
 99 |               <Button type="submit" className="mt-4" disabled={!!errors.document || ingesting}>
100 |                 {ingesting ? 'Ingesting' : 'Upload'}
101 |               </Button>
102 |             </div>
103 |           </form>
104 |         </CardContent>
105 |       </Card>
106 |     </div>
107 |   );
108 | }
109 | 


--------------------------------------------------------------------------------
/app/components/store-config.tsx:
--------------------------------------------------------------------------------
  1 | 'use client';
  2 | import { useConfig } from '@/app/components/config-context';
  3 | import {
  4 |   Select,
  5 |   SelectContent,
  6 |   SelectItem,
  7 |   SelectTrigger,
  8 |   SelectValue,
  9 | } from '@/components/ui/select';
 10 | import { Table, TableBody, TableCell, TableRow } from '@/components/ui/table';
 11 | import { Label } from '@/components/ui/label';
 12 | import { Badge } from '@/components/ui/badge';
 13 | import { toast } from '@/components/ui/use-toast';
 14 | import type { PgVectorStore, PineconeStore } from '@/types/store';
 15 | 
 16 | export function PgVectorConfigForm() {
 17 |   // This is pretty hard coded and read-only
 18 |   // It would be nice to improve modularity
 19 |   const defaultPgVector = {
 20 |     name: 'pgvector',
 21 |     tableName: 'vectors',
 22 |     dsn: 'postgresql://localhost/axilla-demo',
 23 |   } as PgVectorStore;
 24 | 
 25 |   return (
 26 |     <div>
 27 |       <Table>
 28 |         <TableBody>
 29 |           <TableRow>
 30 |             <TableCell className="font-medium">table name</TableCell>
 31 |             <TableCell>{defaultPgVector.tableName}</TableCell>
 32 |           </TableRow>
 33 |           <TableRow>
 34 |             <TableCell className="font-medium">url</TableCell>
 35 |             <TableCell>{defaultPgVector.dsn}</TableCell>
 36 |           </TableRow>
 37 |         </TableBody>
 38 |       </Table>
 39 |     </div>
 40 |   );
 41 | }
 42 | 
 43 | export function PineconeStoreConfigForm() {
 44 |   const defaultPineconeStore = {
 45 |     name: 'pinecone',
 46 |     indexName: 'index',
 47 |     indexDimensions: 1536,
 48 |     environment: 'northamerica-northeast1-gcp',
 49 |     namespace: 'default',
 50 |   } as PineconeStore;
 51 |   return (
 52 |     <div>
 53 |       <Table>
 54 |         <TableBody>
 55 |           <TableRow>
 56 |             <TableCell className="font-medium">index name</TableCell>
 57 |             <TableCell className="text-right">
 58 |               <Badge variant="secondary">{defaultPineconeStore.indexName}</Badge>
 59 |             </TableCell>
 60 |           </TableRow>
 61 |           <TableRow>
 62 |             <TableCell className="font-medium">dimensions</TableCell>
 63 |             <TableCell className="text-right">
 64 |               <Badge variant="secondary">{defaultPineconeStore.indexDimensions}</Badge>
 65 |             </TableCell>
 66 |           </TableRow>
 67 |           <TableRow>
 68 |             <TableCell className="font-medium">namespace</TableCell>
 69 |             <TableCell className="text-right">
 70 |               <Badge variant="secondary">{defaultPineconeStore.namespace}</Badge>
 71 |             </TableCell>
 72 |           </TableRow>
 73 |           <TableRow>
 74 |             <TableCell className="font-medium">environment</TableCell>
 75 |             <TableCell className="text-right">
 76 |               <Badge variant="secondary">{defaultPineconeStore.environment}</Badge>
 77 |             </TableCell>
 78 |           </TableRow>
 79 |         </TableBody>
 80 |       </Table>
 81 |     </div>
 82 |   );
 83 | }
 84 | 
 85 | export function VectorStoreWidget() {
 86 |   const { store, setStore } = useConfig();
 87 | 
 88 |   const sendToast = (key: string, value: string) => {
 89 |     return toast({
 90 |       title: `Updated ${key}`,
 91 |       description: value,
 92 |     });
 93 |   };
 94 | 
 95 |   return (
 96 |     <div className="flex flex-col gap-2">
 97 |       <div className="justify between flex items-center gap-4 pt-2">
 98 |         <Label>Store</Label>
 99 |         <Select
100 |           onValueChange={(e) => {
101 |             setStore(e);
102 |             sendToast('store', e);
103 |           }}
104 |           defaultValue={store}
105 |         >
106 |           <SelectTrigger>
107 |             <SelectValue placeholder="select store" />
108 |           </SelectTrigger>
109 |           <SelectContent>
110 |             <SelectItem value="pinecone">pinecone</SelectItem>
111 |             <SelectItem value="pgvector">pgvector</SelectItem>
112 |           </SelectContent>
113 |         </Select>
114 |       </div>
115 |       {store === 'pinecone' && <PineconeStoreConfigForm />}
116 |       {store === 'pgvector' && <PgVectorConfigForm />}
117 |     </div>
118 |   );
119 | }
120 | 


--------------------------------------------------------------------------------
/components/ui/dialog.tsx:
--------------------------------------------------------------------------------
  1 | "use client"
  2 | 
  3 | import * as React from "react"
  4 | import * as DialogPrimitive from "@radix-ui/react-dialog"
  5 | import { X } from "lucide-react"
  6 | 
  7 | import { cn } from "@/lib/utils"
  8 | 
  9 | const Dialog = DialogPrimitive.Root
 10 | 
 11 | const DialogTrigger = DialogPrimitive.Trigger
 12 | 
 13 | const DialogPortal = ({
 14 |   className,
 15 |   ...props
 16 | }: DialogPrimitive.DialogPortalProps) => (
 17 |   <DialogPrimitive.Portal className={cn(className)} {...props} />
 18 | )
 19 | DialogPortal.displayName = DialogPrimitive.Portal.displayName
 20 | 
 21 | const DialogOverlay = React.forwardRef<
 22 |   React.ElementRef<typeof DialogPrimitive.Overlay>,
 23 |   React.ComponentPropsWithoutRef<typeof DialogPrimitive.Overlay>
 24 | >(({ className, ...props }, ref) => (
 25 |   <DialogPrimitive.Overlay
 26 |     ref={ref}
 27 |     className={cn(
 28 |       "fixed inset-0 z-50 bg-background/80 backdrop-blur-sm data-[state=open]:animate-in data-[state=closed]:animate-out data-[state=closed]:fade-out-0 data-[state=open]:fade-in-0",
 29 |       className
 30 |     )}
 31 |     {...props}
 32 |   />
 33 | ))
 34 | DialogOverlay.displayName = DialogPrimitive.Overlay.displayName
 35 | 
 36 | const DialogContent = React.forwardRef<
 37 |   React.ElementRef<typeof DialogPrimitive.Content>,
 38 |   React.ComponentPropsWithoutRef<typeof DialogPrimitive.Content>
 39 | >(({ className, children, ...props }, ref) => (
 40 |   <DialogPortal>
 41 |     <DialogOverlay />
 42 |     <DialogPrimitive.Content
 43 |       ref={ref}
 44 |       className={cn(
 45 |         "fixed left-[50%] top-[50%] z-50 grid w-full max-w-lg translate-x-[-50%] translate-y-[-50%] gap-4 border bg-background p-6 shadow-lg duration-200 data-[state=open]:animate-in data-[state=closed]:animate-out data-[state=closed]:fade-out-0 data-[state=open]:fade-in-0 data-[state=closed]:zoom-out-95 data-[state=open]:zoom-in-95 data-[state=closed]:slide-out-to-left-1/2 data-[state=closed]:slide-out-to-top-[48%] data-[state=open]:slide-in-from-left-1/2 data-[state=open]:slide-in-from-top-[48%] sm:rounded-lg md:w-full",
 46 |         className
 47 |       )}
 48 |       {...props}
 49 |     >
 50 |       {children}
 51 |       <DialogPrimitive.Close className="absolute right-4 top-4 rounded-sm opacity-70 ring-offset-background transition-opacity hover:opacity-100 focus:outline-none focus:ring-2 focus:ring-ring focus:ring-offset-2 disabled:pointer-events-none data-[state=open]:bg-accent data-[state=open]:text-muted-foreground">
 52 |         <X className="h-4 w-4" />
 53 |         <span className="sr-only">Close</span>
 54 |       </DialogPrimitive.Close>
 55 |     </DialogPrimitive.Content>
 56 |   </DialogPortal>
 57 | ))
 58 | DialogContent.displayName = DialogPrimitive.Content.displayName
 59 | 
 60 | const DialogHeader = ({
 61 |   className,
 62 |   ...props
 63 | }: React.HTMLAttributes<HTMLDivElement>) => (
 64 |   <div
 65 |     className={cn(
 66 |       "flex flex-col space-y-1.5 text-center sm:text-left",
 67 |       className
 68 |     )}
 69 |     {...props}
 70 |   />
 71 | )
 72 | DialogHeader.displayName = "DialogHeader"
 73 | 
 74 | const DialogFooter = ({
 75 |   className,
 76 |   ...props
 77 | }: React.HTMLAttributes<HTMLDivElement>) => (
 78 |   <div
 79 |     className={cn(
 80 |       "flex flex-col-reverse sm:flex-row sm:justify-end sm:space-x-2",
 81 |       className
 82 |     )}
 83 |     {...props}
 84 |   />
 85 | )
 86 | DialogFooter.displayName = "DialogFooter"
 87 | 
 88 | const DialogTitle = React.forwardRef<
 89 |   React.ElementRef<typeof DialogPrimitive.Title>,
 90 |   React.ComponentPropsWithoutRef<typeof DialogPrimitive.Title>
 91 | >(({ className, ...props }, ref) => (
 92 |   <DialogPrimitive.Title
 93 |     ref={ref}
 94 |     className={cn(
 95 |       "text-lg font-semibold leading-none tracking-tight",
 96 |       className
 97 |     )}
 98 |     {...props}
 99 |   />
100 | ))
101 | DialogTitle.displayName = DialogPrimitive.Title.displayName
102 | 
103 | const DialogDescription = React.forwardRef<
104 |   React.ElementRef<typeof DialogPrimitive.Description>,
105 |   React.ComponentPropsWithoutRef<typeof DialogPrimitive.Description>
106 | >(({ className, ...props }, ref) => (
107 |   <DialogPrimitive.Description
108 |     ref={ref}
109 |     className={cn("text-sm text-muted-foreground", className)}
110 |     {...props}
111 |   />
112 | ))
113 | DialogDescription.displayName = DialogPrimitive.Description.displayName
114 | 
115 | export {
116 |   Dialog,
117 |   DialogTrigger,
118 |   DialogContent,
119 |   DialogHeader,
120 |   DialogFooter,
121 |   DialogTitle,
122 |   DialogDescription,
123 | }
124 | 


--------------------------------------------------------------------------------
/components/monaco-theme.ts:
--------------------------------------------------------------------------------
  1 | // This is a port of the One Dark theme to the Monaco editor.
  2 | // We color graded the comment so it has AA accessibility and
  3 | // then similarly scaled the default font.
  4 | const colors = {
  5 |   background: '#282c34',
  6 |   default: '#c4cad6',
  7 |   lightRed: '#e06c75',
  8 |   blue: '#61afef',
  9 |   gray: '#8c92a3',
 10 |   green: '#98c379',
 11 |   purple: '#c678dd',
 12 |   red: '#be5046',
 13 |   teal: '#56b6c2',
 14 |   peach: '#d19a66',
 15 | } as const;
 16 | 
 17 | type ColorsType = typeof colors;
 18 | 
 19 | const lightColors = {
 20 |   background: '#fafafa',
 21 |   default: '#304254',
 22 |   lightRed: '#e45649',
 23 |   blue: '#4078F2',
 24 |   gray: '#707177',
 25 |   green: '#50a14f',
 26 |   purple: '#a726a4',
 27 |   red: '#ca1243',
 28 |   teal: '#56b6c2',
 29 |   peach: '#986801',
 30 | };
 31 | 
 32 | const rules = (colors: Record<keyof ColorsType, string>) => [
 33 |   { token: '', foreground: colors.default },
 34 |   { token: 'variable', foreground: colors.lightRed },
 35 |   { token: 'constant', foreground: colors.blue },
 36 |   { token: 'constant.character.escape', foreground: colors.blue },
 37 |   { token: 'comment', foreground: colors.gray },
 38 |   { token: 'number', foreground: colors.blue },
 39 |   { token: 'regexp', foreground: colors.lightRed },
 40 |   { token: 'type', foreground: colors.lightRed },
 41 |   { token: 'string', foreground: colors.green },
 42 |   { token: 'keyword', foreground: colors.purple },
 43 |   { token: 'operator', foreground: colors.peach },
 44 |   { token: 'delimiter.bracket.embed', foreground: colors.red },
 45 |   { token: 'sigil', foreground: colors.teal },
 46 |   { token: 'function', foreground: colors.blue },
 47 |   { token: 'function.call', foreground: colors.default },
 48 | 
 49 |   // Markdown specific
 50 |   { token: 'emphasis', fontStyle: 'italic' },
 51 |   { token: 'strong', fontStyle: 'bold' },
 52 |   { token: 'keyword.md', foreground: colors.lightRed },
 53 |   { token: 'keyword.table', foreground: colors.lightRed },
 54 |   { token: 'string.link.md', foreground: colors.blue },
 55 |   { token: 'variable.md', foreground: colors.teal },
 56 |   { token: 'string.md', foreground: colors.default },
 57 |   { token: 'variable.source.md', foreground: colors.default },
 58 | 
 59 |   // XML specific
 60 |   { token: 'tag', foreground: colors.lightRed },
 61 |   { token: 'metatag', foreground: colors.lightRed },
 62 |   { token: 'attribute.name', foreground: colors.peach },
 63 |   { token: 'attribute.value', foreground: colors.green },
 64 | 
 65 |   // JSON specific
 66 |   { token: 'string.key', foreground: colors.lightRed },
 67 |   { token: 'keyword.json', foreground: colors.blue },
 68 | 
 69 |   // SQL specific
 70 |   { token: 'operator.sql', foreground: colors.purple },
 71 | ];
 72 | 
 73 | const theme = {
 74 |   base: 'vs-dark' as const,
 75 |   inherit: false,
 76 |   rules: rules(colors),
 77 | 
 78 |   colors: {
 79 |     'editor.background': colors.background,
 80 |     'editor.foreground': colors.default,
 81 |     'editorLineNumber.foreground': '#636d83',
 82 |     'editorCursor.foreground': '#636d83',
 83 |     'editor.selectionBackground': '#3e4451',
 84 |     'editor.findMatchHighlightBackground': '#528bff3d',
 85 |     'editorSuggestWidget.background': '#21252b',
 86 |     'editorSuggestWidget.border': '#181a1f',
 87 |     'editorSuggestWidget.selectedBackground': '#2c313a',
 88 |     'input.background': '#1b1d23',
 89 |     'input.border': '#181a1f',
 90 |     'editorBracketMatch.border': '#282c34',
 91 |     'editorBracketMatch.background': '#3e4451',
 92 |   },
 93 | };
 94 | 
 95 | const lightTheme = {
 96 |   base: 'vs' as const,
 97 |   inherit: false,
 98 |   rules: rules(lightColors),
 99 | 
100 |   colors: {
101 |     'editor.background': lightColors.background,
102 |     'editor.foreground': lightColors.default,
103 |     'editorLineNumber.foreground': '#9d9d9f',
104 |     'editorCursor.foreground': '#526fff',
105 |     'editor.selectionBackground': '#e5e5e6',
106 |     'editor.findMatchHighlightBackground': '#526fff33',
107 |     'editorSuggestWidget.highlightForeground': lightColors.default,
108 |     'editorSuggestWidget.focusHighlightForeground': '#0431fa',
109 |     'editorSuggestWidget.selectedForeground': lightColors.default,
110 |     'editorSuggestWidget.background': '#eaeaeb',
111 |     'editorSuggestWidget.border': '#dbdbdc',
112 |     'editorSuggestWidget.selectedBackground': '#ffffff',
113 |     'input.background': '#ffffff',
114 |     'input.border': '#dbdbdc',
115 |     'editorBracketMatch.border': '#fafafa',
116 |     'editorBracketMatch.background': '#e5e5e6',
117 |   },
118 | };
119 | 
120 | export { theme, lightTheme };
121 | 


--------------------------------------------------------------------------------
/components/ui/use-toast.ts:
--------------------------------------------------------------------------------
  1 | // Inspired by react-hot-toast library
  2 | import * as React from "react"
  3 | 
  4 | import type {
  5 |   ToastActionElement,
  6 |   ToastProps,
  7 | } from "@/components/ui/toast"
  8 | 
  9 | const TOAST_LIMIT = 1
 10 | const TOAST_REMOVE_DELAY = 1000000
 11 | 
 12 | type ToasterToast = ToastProps & {
 13 |   id: string
 14 |   title?: React.ReactNode
 15 |   description?: React.ReactNode
 16 |   action?: ToastActionElement
 17 | }
 18 | 
 19 | const actionTypes = {
 20 |   ADD_TOAST: "ADD_TOAST",
 21 |   UPDATE_TOAST: "UPDATE_TOAST",
 22 |   DISMISS_TOAST: "DISMISS_TOAST",
 23 |   REMOVE_TOAST: "REMOVE_TOAST",
 24 | } as const
 25 | 
 26 | let count = 0
 27 | 
 28 | function genId() {
 29 |   count = (count + 1) % Number.MAX_VALUE
 30 |   return count.toString()
 31 | }
 32 | 
 33 | type ActionType = typeof actionTypes
 34 | 
 35 | type Action =
 36 |   | {
 37 |       type: ActionType["ADD_TOAST"]
 38 |       toast: ToasterToast
 39 |     }
 40 |   | {
 41 |       type: ActionType["UPDATE_TOAST"]
 42 |       toast: Partial<ToasterToast>
 43 |     }
 44 |   | {
 45 |       type: ActionType["DISMISS_TOAST"]
 46 |       toastId?: ToasterToast["id"]
 47 |     }
 48 |   | {
 49 |       type: ActionType["REMOVE_TOAST"]
 50 |       toastId?: ToasterToast["id"]
 51 |     }
 52 | 
 53 | interface State {
 54 |   toasts: ToasterToast[]
 55 | }
 56 | 
 57 | const toastTimeouts = new Map<string, ReturnType<typeof setTimeout>>()
 58 | 
 59 | const addToRemoveQueue = (toastId: string) => {
 60 |   if (toastTimeouts.has(toastId)) {
 61 |     return
 62 |   }
 63 | 
 64 |   const timeout = setTimeout(() => {
 65 |     toastTimeouts.delete(toastId)
 66 |     dispatch({
 67 |       type: "REMOVE_TOAST",
 68 |       toastId: toastId,
 69 |     })
 70 |   }, TOAST_REMOVE_DELAY)
 71 | 
 72 |   toastTimeouts.set(toastId, timeout)
 73 | }
 74 | 
 75 | export const reducer = (state: State, action: Action): State => {
 76 |   switch (action.type) {
 77 |     case "ADD_TOAST":
 78 |       return {
 79 |         ...state,
 80 |         toasts: [action.toast, ...state.toasts].slice(0, TOAST_LIMIT),
 81 |       }
 82 | 
 83 |     case "UPDATE_TOAST":
 84 |       return {
 85 |         ...state,
 86 |         toasts: state.toasts.map((t) =>
 87 |           t.id === action.toast.id ? { ...t, ...action.toast } : t
 88 |         ),
 89 |       }
 90 | 
 91 |     case "DISMISS_TOAST": {
 92 |       const { toastId } = action
 93 | 
 94 |       // ! Side effects ! - This could be extracted into a dismissToast() action,
 95 |       // but I'll keep it here for simplicity
 96 |       if (toastId) {
 97 |         addToRemoveQueue(toastId)
 98 |       } else {
 99 |         state.toasts.forEach((toast) => {
100 |           addToRemoveQueue(toast.id)
101 |         })
102 |       }
103 | 
104 |       return {
105 |         ...state,
106 |         toasts: state.toasts.map((t) =>
107 |           t.id === toastId || toastId === undefined
108 |             ? {
109 |                 ...t,
110 |                 open: false,
111 |               }
112 |             : t
113 |         ),
114 |       }
115 |     }
116 |     case "REMOVE_TOAST":
117 |       if (action.toastId === undefined) {
118 |         return {
119 |           ...state,
120 |           toasts: [],
121 |         }
122 |       }
123 |       return {
124 |         ...state,
125 |         toasts: state.toasts.filter((t) => t.id !== action.toastId),
126 |       }
127 |   }
128 | }
129 | 
130 | const listeners: Array<(state: State) => void> = []
131 | 
132 | let memoryState: State = { toasts: [] }
133 | 
134 | function dispatch(action: Action) {
135 |   memoryState = reducer(memoryState, action)
136 |   listeners.forEach((listener) => {
137 |     listener(memoryState)
138 |   })
139 | }
140 | 
141 | type Toast = Omit<ToasterToast, "id">
142 | 
143 | function toast({ ...props }: Toast) {
144 |   const id = genId()
145 | 
146 |   const update = (props: ToasterToast) =>
147 |     dispatch({
148 |       type: "UPDATE_TOAST",
149 |       toast: { ...props, id },
150 |     })
151 |   const dismiss = () => dispatch({ type: "DISMISS_TOAST", toastId: id })
152 | 
153 |   dispatch({
154 |     type: "ADD_TOAST",
155 |     toast: {
156 |       ...props,
157 |       id,
158 |       open: true,
159 |       onOpenChange: (open) => {
160 |         if (!open) dismiss()
161 |       },
162 |     },
163 |   })
164 | 
165 |   return {
166 |     id: id,
167 |     dismiss,
168 |     update,
169 |   }
170 | }
171 | 
172 | function useToast() {
173 |   const [state, setState] = React.useState<State>(memoryState)
174 | 
175 |   React.useEffect(() => {
176 |     listeners.push(setState)
177 |     return () => {
178 |       const index = listeners.indexOf(setState)
179 |       if (index > -1) {
180 |         listeners.splice(index, 1)
181 |       }
182 |     }
183 |   }, [state])
184 | 
185 |   return {
186 |     ...state,
187 |     toast,
188 |     dismiss: (toastId?: string) => dispatch({ type: "DISMISS_TOAST", toastId }),
189 |   }
190 | }
191 | 
192 | export { useToast, toast }
193 | 


--------------------------------------------------------------------------------
/components/ui/select.tsx:
--------------------------------------------------------------------------------
  1 | "use client"
  2 | 
  3 | import * as React from "react"
  4 | import * as SelectPrimitive from "@radix-ui/react-select"
  5 | import { Check, ChevronDown } from "lucide-react"
  6 | 
  7 | import { cn } from "@/lib/utils"
  8 | 
  9 | const Select = SelectPrimitive.Root
 10 | 
 11 | const SelectGroup = SelectPrimitive.Group
 12 | 
 13 | const SelectValue = SelectPrimitive.Value
 14 | 
 15 | const SelectTrigger = React.forwardRef<
 16 |   React.ElementRef<typeof SelectPrimitive.Trigger>,
 17 |   React.ComponentPropsWithoutRef<typeof SelectPrimitive.Trigger>
 18 | >(({ className, children, ...props }, ref) => (
 19 |   <SelectPrimitive.Trigger
 20 |     ref={ref}
 21 |     className={cn(
 22 |       "flex h-10 w-full items-center justify-between rounded-md border border-input bg-transparent px-3 py-2 text-sm ring-offset-background placeholder:text-muted-foreground focus:outline-none focus:ring-2 focus:ring-ring focus:ring-offset-2 disabled:cursor-not-allowed disabled:opacity-50",
 23 |       className
 24 |     )}
 25 |     {...props}
 26 |   >
 27 |     {children}
 28 |     <SelectPrimitive.Icon asChild>
 29 |       <ChevronDown className="h-4 w-4 opacity-50" />
 30 |     </SelectPrimitive.Icon>
 31 |   </SelectPrimitive.Trigger>
 32 | ))
 33 | SelectTrigger.displayName = SelectPrimitive.Trigger.displayName
 34 | 
 35 | const SelectContent = React.forwardRef<
 36 |   React.ElementRef<typeof SelectPrimitive.Content>,
 37 |   React.ComponentPropsWithoutRef<typeof SelectPrimitive.Content>
 38 | >(({ className, children, position = "popper", ...props }, ref) => (
 39 |   <SelectPrimitive.Portal>
 40 |     <SelectPrimitive.Content
 41 |       ref={ref}
 42 |       className={cn(
 43 |         "relative z-50 min-w-[8rem] overflow-hidden rounded-md border bg-popover text-popover-foreground shadow-md data-[state=open]:animate-in data-[state=closed]:animate-out data-[state=closed]:fade-out-0 data-[state=open]:fade-in-0 data-[state=closed]:zoom-out-95 data-[state=open]:zoom-in-95 data-[side=bottom]:slide-in-from-top-2 data-[side=left]:slide-in-from-right-2 data-[side=right]:slide-in-from-left-2 data-[side=top]:slide-in-from-bottom-2",
 44 |         position === "popper" &&
 45 |           "data-[side=bottom]:translate-y-1 data-[side=left]:-translate-x-1 data-[side=right]:translate-x-1 data-[side=top]:-translate-y-1",
 46 |         className
 47 |       )}
 48 |       position={position}
 49 |       {...props}
 50 |     >
 51 |       <SelectPrimitive.Viewport
 52 |         className={cn(
 53 |           "p-1",
 54 |           position === "popper" &&
 55 |             "h-[var(--radix-select-trigger-height)] w-full min-w-[var(--radix-select-trigger-width)]"
 56 |         )}
 57 |       >
 58 |         {children}
 59 |       </SelectPrimitive.Viewport>
 60 |     </SelectPrimitive.Content>
 61 |   </SelectPrimitive.Portal>
 62 | ))
 63 | SelectContent.displayName = SelectPrimitive.Content.displayName
 64 | 
 65 | const SelectLabel = React.forwardRef<
 66 |   React.ElementRef<typeof SelectPrimitive.Label>,
 67 |   React.ComponentPropsWithoutRef<typeof SelectPrimitive.Label>
 68 | >(({ className, ...props }, ref) => (
 69 |   <SelectPrimitive.Label
 70 |     ref={ref}
 71 |     className={cn("py-1.5 pl-8 pr-2 text-sm font-semibold", className)}
 72 |     {...props}
 73 |   />
 74 | ))
 75 | SelectLabel.displayName = SelectPrimitive.Label.displayName
 76 | 
 77 | const SelectItem = React.forwardRef<
 78 |   React.ElementRef<typeof SelectPrimitive.Item>,
 79 |   React.ComponentPropsWithoutRef<typeof SelectPrimitive.Item>
 80 | >(({ className, children, ...props }, ref) => (
 81 |   <SelectPrimitive.Item
 82 |     ref={ref}
 83 |     className={cn(
 84 |       "relative flex w-full cursor-default select-none items-center rounded-sm py-1.5 pl-8 pr-2 text-sm outline-none focus:bg-accent focus:text-accent-foreground data-[disabled]:pointer-events-none data-[disabled]:opacity-50",
 85 |       className
 86 |     )}
 87 |     {...props}
 88 |   >
 89 |     <span className="absolute left-2 flex h-3.5 w-3.5 items-center justify-center">
 90 |       <SelectPrimitive.ItemIndicator>
 91 |         <Check className="h-4 w-4" />
 92 |       </SelectPrimitive.ItemIndicator>
 93 |     </span>
 94 | 
 95 |     <SelectPrimitive.ItemText>{children}</SelectPrimitive.ItemText>
 96 |   </SelectPrimitive.Item>
 97 | ))
 98 | SelectItem.displayName = SelectPrimitive.Item.displayName
 99 | 
100 | const SelectSeparator = React.forwardRef<
101 |   React.ElementRef<typeof SelectPrimitive.Separator>,
102 |   React.ComponentPropsWithoutRef<typeof SelectPrimitive.Separator>
103 | >(({ className, ...props }, ref) => (
104 |   <SelectPrimitive.Separator
105 |     ref={ref}
106 |     className={cn("-mx-1 my-1 h-px bg-muted", className)}
107 |     {...props}
108 |   />
109 | ))
110 | SelectSeparator.displayName = SelectPrimitive.Separator.displayName
111 | 
112 | export {
113 |   Select,
114 |   SelectGroup,
115 |   SelectValue,
116 |   SelectTrigger,
117 |   SelectContent,
118 |   SelectLabel,
119 |   SelectItem,
120 |   SelectSeparator,
121 | }
122 | 


--------------------------------------------------------------------------------
/components/ui/form.tsx:
--------------------------------------------------------------------------------
  1 | import * as React from "react"
  2 | import * as LabelPrimitive from "@radix-ui/react-label"
  3 | import { Slot } from "@radix-ui/react-slot"
  4 | import {
  5 |   Controller,
  6 |   ControllerProps,
  7 |   FieldPath,
  8 |   FieldValues,
  9 |   FormProvider,
 10 |   useFormContext,
 11 | } from "react-hook-form"
 12 | 
 13 | import { cn } from "@/lib/utils"
 14 | import { Label } from "@/components/ui/label"
 15 | 
 16 | const Form = FormProvider
 17 | 
 18 | type FormFieldContextValue<
 19 |   TFieldValues extends FieldValues = FieldValues,
 20 |   TName extends FieldPath<TFieldValues> = FieldPath<TFieldValues>
 21 | > = {
 22 |   name: TName
 23 | }
 24 | 
 25 | const FormFieldContext = React.createContext<FormFieldContextValue>(
 26 |   {} as FormFieldContextValue
 27 | )
 28 | 
 29 | const FormField = <
 30 |   TFieldValues extends FieldValues = FieldValues,
 31 |   TName extends FieldPath<TFieldValues> = FieldPath<TFieldValues>
 32 | >({
 33 |   ...props
 34 | }: ControllerProps<TFieldValues, TName>) => {
 35 |   return (
 36 |     <FormFieldContext.Provider value={{ name: props.name }}>
 37 |       <Controller {...props} />
 38 |     </FormFieldContext.Provider>
 39 |   )
 40 | }
 41 | 
 42 | const useFormField = () => {
 43 |   const fieldContext = React.useContext(FormFieldContext)
 44 |   const itemContext = React.useContext(FormItemContext)
 45 |   const { getFieldState, formState } = useFormContext()
 46 | 
 47 |   const fieldState = getFieldState(fieldContext.name, formState)
 48 | 
 49 |   if (!fieldContext) {
 50 |     throw new Error("useFormField should be used within <FormField>")
 51 |   }
 52 | 
 53 |   const { id } = itemContext
 54 | 
 55 |   return {
 56 |     id,
 57 |     name: fieldContext.name,
 58 |     formItemId: `${id}-form-item`,
 59 |     formDescriptionId: `${id}-form-item-description`,
 60 |     formMessageId: `${id}-form-item-message`,
 61 |     ...fieldState,
 62 |   }
 63 | }
 64 | 
 65 | type FormItemContextValue = {
 66 |   id: string
 67 | }
 68 | 
 69 | const FormItemContext = React.createContext<FormItemContextValue>(
 70 |   {} as FormItemContextValue
 71 | )
 72 | 
 73 | const FormItem = React.forwardRef<
 74 |   HTMLDivElement,
 75 |   React.HTMLAttributes<HTMLDivElement>
 76 | >(({ className, ...props }, ref) => {
 77 |   const id = React.useId()
 78 | 
 79 |   return (
 80 |     <FormItemContext.Provider value={{ id }}>
 81 |       <div ref={ref} className={cn("space-y-2", className)} {...props} />
 82 |     </FormItemContext.Provider>
 83 |   )
 84 | })
 85 | FormItem.displayName = "FormItem"
 86 | 
 87 | const FormLabel = React.forwardRef<
 88 |   React.ElementRef<typeof LabelPrimitive.Root>,
 89 |   React.ComponentPropsWithoutRef<typeof LabelPrimitive.Root>
 90 | >(({ className, ...props }, ref) => {
 91 |   const { error, formItemId } = useFormField()
 92 | 
 93 |   return (
 94 |     <Label
 95 |       ref={ref}
 96 |       className={cn(error && "text-destructive", className)}
 97 |       htmlFor={formItemId}
 98 |       {...props}
 99 |     />
100 |   )
101 | })
102 | FormLabel.displayName = "FormLabel"
103 | 
104 | const FormControl = React.forwardRef<
105 |   React.ElementRef<typeof Slot>,
106 |   React.ComponentPropsWithoutRef<typeof Slot>
107 | >(({ ...props }, ref) => {
108 |   const { error, formItemId, formDescriptionId, formMessageId } = useFormField()
109 | 
110 |   return (
111 |     <Slot
112 |       ref={ref}
113 |       id={formItemId}
114 |       aria-describedby={
115 |         !error
116 |           ? `${formDescriptionId}`
117 |           : `${formDescriptionId} ${formMessageId}`
118 |       }
119 |       aria-invalid={!!error}
120 |       {...props}
121 |     />
122 |   )
123 | })
124 | FormControl.displayName = "FormControl"
125 | 
126 | const FormDescription = React.forwardRef<
127 |   HTMLParagraphElement,
128 |   React.HTMLAttributes<HTMLParagraphElement>
129 | >(({ className, ...props }, ref) => {
130 |   const { formDescriptionId } = useFormField()
131 | 
132 |   return (
133 |     <p
134 |       ref={ref}
135 |       id={formDescriptionId}
136 |       className={cn("text-sm text-muted-foreground", className)}
137 |       {...props}
138 |     />
139 |   )
140 | })
141 | FormDescription.displayName = "FormDescription"
142 | 
143 | const FormMessage = React.forwardRef<
144 |   HTMLParagraphElement,
145 |   React.HTMLAttributes<HTMLParagraphElement>
146 | >(({ className, children, ...props }, ref) => {
147 |   const { error, formMessageId } = useFormField()
148 |   const body = error ? String(error?.message) : children
149 | 
150 |   if (!body) {
151 |     return null
152 |   }
153 | 
154 |   return (
155 |     <p
156 |       ref={ref}
157 |       id={formMessageId}
158 |       className={cn("text-sm font-medium text-destructive", className)}
159 |       {...props}
160 |     >
161 |       {body}
162 |     </p>
163 |   )
164 | })
165 | FormMessage.displayName = "FormMessage"
166 | 
167 | export {
168 |   useFormField,
169 |   Form,
170 |   FormItem,
171 |   FormLabel,
172 |   FormControl,
173 |   FormDescription,
174 |   FormMessage,
175 |   FormField,
176 | }
177 | 


--------------------------------------------------------------------------------
/components/ui/toast.tsx:
--------------------------------------------------------------------------------
  1 | import * as React from "react"
  2 | import * as ToastPrimitives from "@radix-ui/react-toast"
  3 | import { cva, type VariantProps } from "class-variance-authority"
  4 | import { X } from "lucide-react"
  5 | 
  6 | import { cn } from "@/lib/utils"
  7 | 
  8 | const ToastProvider = ToastPrimitives.Provider
  9 | 
 10 | const ToastViewport = React.forwardRef<
 11 |   React.ElementRef<typeof ToastPrimitives.Viewport>,
 12 |   React.ComponentPropsWithoutRef<typeof ToastPrimitives.Viewport>
 13 | >(({ className, ...props }, ref) => (
 14 |   <ToastPrimitives.Viewport
 15 |     ref={ref}
 16 |     className={cn(
 17 |       "fixed top-0 z-[100] flex max-h-screen w-full flex-col-reverse p-4 sm:bottom-0 sm:right-0 sm:top-auto sm:flex-col md:max-w-[420px]",
 18 |       className
 19 |     )}
 20 |     {...props}
 21 |   />
 22 | ))
 23 | ToastViewport.displayName = ToastPrimitives.Viewport.displayName
 24 | 
 25 | const toastVariants = cva(
 26 |   "group pointer-events-auto relative flex w-full items-center justify-between space-x-4 overflow-hidden rounded-md border p-6 pr-8 shadow-lg transition-all data-[swipe=cancel]:translate-x-0 data-[swipe=end]:translate-x-[var(--radix-toast-swipe-end-x)] data-[swipe=move]:translate-x-[var(--radix-toast-swipe-move-x)] data-[swipe=move]:transition-none data-[state=open]:animate-in data-[state=closed]:animate-out data-[swipe=end]:animate-out data-[state=closed]:fade-out-80 data-[state=closed]:slide-out-to-right-full data-[state=open]:slide-in-from-top-full data-[state=open]:sm:slide-in-from-bottom-full",
 27 |   {
 28 |     variants: {
 29 |       variant: {
 30 |         default: "border bg-background",
 31 |         destructive:
 32 |           "destructive group border-destructive bg-destructive text-destructive-foreground",
 33 |       },
 34 |     },
 35 |     defaultVariants: {
 36 |       variant: "default",
 37 |     },
 38 |   }
 39 | )
 40 | 
 41 | const Toast = React.forwardRef<
 42 |   React.ElementRef<typeof ToastPrimitives.Root>,
 43 |   React.ComponentPropsWithoutRef<typeof ToastPrimitives.Root> &
 44 |     VariantProps<typeof toastVariants>
 45 | >(({ className, variant, ...props }, ref) => {
 46 |   return (
 47 |     <ToastPrimitives.Root
 48 |       ref={ref}
 49 |       className={cn(toastVariants({ variant }), className)}
 50 |       {...props}
 51 |     />
 52 |   )
 53 | })
 54 | Toast.displayName = ToastPrimitives.Root.displayName
 55 | 
 56 | const ToastAction = React.forwardRef<
 57 |   React.ElementRef<typeof ToastPrimitives.Action>,
 58 |   React.ComponentPropsWithoutRef<typeof ToastPrimitives.Action>
 59 | >(({ className, ...props }, ref) => (
 60 |   <ToastPrimitives.Action
 61 |     ref={ref}
 62 |     className={cn(
 63 |       "inline-flex h-8 shrink-0 items-center justify-center rounded-md border bg-transparent px-3 text-sm font-medium ring-offset-background transition-colors hover:bg-secondary focus:outline-none focus:ring-2 focus:ring-ring focus:ring-offset-2 disabled:pointer-events-none disabled:opacity-50 group-[.destructive]:border-muted/40 group-[.destructive]:hover:border-destructive/30 group-[.destructive]:hover:bg-destructive group-[.destructive]:hover:text-destructive-foreground group-[.destructive]:focus:ring-destructive",
 64 |       className
 65 |     )}
 66 |     {...props}
 67 |   />
 68 | ))
 69 | ToastAction.displayName = ToastPrimitives.Action.displayName
 70 | 
 71 | const ToastClose = React.forwardRef<
 72 |   React.ElementRef<typeof ToastPrimitives.Close>,
 73 |   React.ComponentPropsWithoutRef<typeof ToastPrimitives.Close>
 74 | >(({ className, ...props }, ref) => (
 75 |   <ToastPrimitives.Close
 76 |     ref={ref}
 77 |     className={cn(
 78 |       "absolute right-2 top-2 rounded-md p-1 text-foreground/50 opacity-0 transition-opacity hover:text-foreground focus:opacity-100 focus:outline-none focus:ring-2 group-hover:opacity-100 group-[.destructive]:text-red-300 group-[.destructive]:hover:text-red-50 group-[.destructive]:focus:ring-red-400 group-[.destructive]:focus:ring-offset-red-600",
 79 |       className
 80 |     )}
 81 |     toast-close=""
 82 |     {...props}
 83 |   >
 84 |     <X className="h-4 w-4" />
 85 |   </ToastPrimitives.Close>
 86 | ))
 87 | ToastClose.displayName = ToastPrimitives.Close.displayName
 88 | 
 89 | const ToastTitle = React.forwardRef<
 90 |   React.ElementRef<typeof ToastPrimitives.Title>,
 91 |   React.ComponentPropsWithoutRef<typeof ToastPrimitives.Title>
 92 | >(({ className, ...props }, ref) => (
 93 |   <ToastPrimitives.Title
 94 |     ref={ref}
 95 |     className={cn("text-sm font-semibold", className)}
 96 |     {...props}
 97 |   />
 98 | ))
 99 | ToastTitle.displayName = ToastPrimitives.Title.displayName
100 | 
101 | const ToastDescription = React.forwardRef<
102 |   React.ElementRef<typeof ToastPrimitives.Description>,
103 |   React.ComponentPropsWithoutRef<typeof ToastPrimitives.Description>
104 | >(({ className, ...props }, ref) => (
105 |   <ToastPrimitives.Description
106 |     ref={ref}
107 |     className={cn("text-sm opacity-90", className)}
108 |     {...props}
109 |   />
110 | ))
111 | ToastDescription.displayName = ToastPrimitives.Description.displayName
112 | 
113 | type ToastProps = React.ComponentPropsWithoutRef<typeof Toast>
114 | 
115 | type ToastActionElement = React.ReactElement<typeof ToastAction>
116 | 
117 | export {
118 |   type ToastProps,
119 |   type ToastActionElement,
120 |   ToastProvider,
121 |   ToastViewport,
122 |   Toast,
123 |   ToastTitle,
124 |   ToastDescription,
125 |   ToastClose,
126 |   ToastAction,
127 | }
128 | 


--------------------------------------------------------------------------------
/lib/query.ts:
--------------------------------------------------------------------------------
  1 | import {
  2 |   BasicPrompt,
  3 |   Completion,
  4 |   ChatCompletion,
  5 |   OpenAIChatCompletion,
  6 |   BasicPromptMessage,
  7 |   RAG,
  8 |   RAGChat,
  9 |   PromptMessageWithContext,
 10 |   OpenAIEmbedder,
 11 |   Retriever,
 12 |   PromptWithContext,
 13 |   OpenAICompletion,
 14 |   QUESTION_WITHOUT_CONTEXT,
 15 |   QUESTION_WITH_CONTEXT,
 16 | } from 'axgen';
 17 | import { getOpenAiKey } from './axgen-utils';
 18 | import { getStore } from '@/lib/ingest';
 19 | 
 20 | type QueryOptions = {
 21 |   query: string;
 22 |   model: string;
 23 |   llmOnly: boolean;
 24 |   topK: number;
 25 |   temperature: number;
 26 |   maxTokens: number;
 27 |   store: string;
 28 |   // TODO advanced filtering with DSL supporting operators $and, $or, $lt, $gt, $eq, $neq, $in, $nin
 29 |   // For now, hardcode to matching the 'term' field of the metadata
 30 |   filterTerm?: string;
 31 | };
 32 | 
 33 | export async function queryChat(opts: QueryOptions) {
 34 |   return opts.llmOnly ? chat(opts) : ragChat(opts);
 35 | }
 36 | 
 37 | export const chat = async (opts: QueryOptions) => {
 38 |   const completion = new ChatCompletion({
 39 |     model: new OpenAIChatCompletion({
 40 |       model: opts.model,
 41 |       max_tokens: opts.maxTokens,
 42 |       temperature: opts.temperature,
 43 |     }),
 44 |     prompt: new BasicPromptMessage({ template: QUESTION_WITHOUT_CONTEXT }),
 45 |   });
 46 | 
 47 |   return completion.run(opts.query);
 48 | };
 49 | 
 50 | export const ragChat = async (opts: QueryOptions) => {
 51 |   const store = getStore(opts.store);
 52 |   const rag = new RAGChat({
 53 |     model: new OpenAIChatCompletion({
 54 |       model: opts.model,
 55 |       max_tokens: opts.maxTokens,
 56 |       temperature: opts.temperature,
 57 |     }),
 58 |     prompt: new PromptMessageWithContext({ template: QUESTION_WITH_CONTEXT }),
 59 |     retriever: new Retriever({ store, topK: opts.topK }),
 60 |     embedder: new OpenAIEmbedder(),
 61 |   });
 62 | 
 63 |   return rag.run(opts.query);
 64 | };
 65 | 
 66 | export async function queryChatStream(opts: QueryOptions) {
 67 |   return opts.llmOnly ? chatStream(opts) : ragChatStream(opts);
 68 | }
 69 | 
 70 | export const chatStream = async (opts: QueryOptions) => {
 71 |   const completion = new ChatCompletion({
 72 |     model: new OpenAIChatCompletion({
 73 |       model: opts.model,
 74 |       max_tokens: opts.maxTokens,
 75 |       temperature: opts.temperature,
 76 |     }),
 77 |     prompt: new BasicPromptMessage({ template: QUESTION_WITHOUT_CONTEXT }),
 78 |   });
 79 | 
 80 |   return { result: completion.stream(opts.query), info: {} };
 81 | };
 82 | 
 83 | export const ragChatStream = async (opts: QueryOptions) => {
 84 |   const store = getStore(opts.store);
 85 |   const rag = new RAGChat({
 86 |     model: new OpenAIChatCompletion({
 87 |       model: opts.model,
 88 |       max_tokens: opts.maxTokens,
 89 |       temperature: opts.temperature,
 90 |     }),
 91 |     prompt: new PromptMessageWithContext({ template: QUESTION_WITH_CONTEXT }),
 92 |     retriever: new Retriever({ store, topK: opts.topK }),
 93 |     embedder: new OpenAIEmbedder(),
 94 |   });
 95 | 
 96 |   return rag.stream(opts.query);
 97 | };
 98 | 
 99 | export async function queryCompletion(opts: QueryOptions) {
100 |   return opts.llmOnly ? completion(opts) : rag(opts);
101 | }
102 | 
103 | export const completion = async (opts: QueryOptions) => {
104 |   const completion = new Completion({
105 |     model: new OpenAICompletion({
106 |       model: opts.model,
107 |       max_tokens: opts.maxTokens,
108 |       temperature: opts.temperature,
109 |     }),
110 |     prompt: new BasicPrompt({ template: QUESTION_WITHOUT_CONTEXT }),
111 |   });
112 | 
113 |   return completion.run(opts.query);
114 | };
115 | 
116 | export const rag = async (opts: QueryOptions) => {
117 |   const store = getStore(opts.store);
118 | 
119 |   const rag = new RAG({
120 |     model: new OpenAICompletion({
121 |       model: opts.model,
122 |       max_tokens: opts.maxTokens,
123 |       apiKey: getOpenAiKey(),
124 |       temperature: opts.temperature,
125 |     }),
126 |     prompt: new PromptWithContext({ template: QUESTION_WITH_CONTEXT }),
127 |     embedder: new OpenAIEmbedder({ apiKey: getOpenAiKey() }),
128 |     // Parameterize me!
129 |     retriever: new Retriever({ store, topK: opts.topK }),
130 |   });
131 | 
132 |   return rag.run(opts.query);
133 | };
134 | 
135 | export async function queryCompletionStream(opts: QueryOptions) {
136 |   return opts.llmOnly ? completionStream(opts) : ragStream(opts);
137 | }
138 | 
139 | export const completionStream = (opts: QueryOptions) => {
140 |   const completion = new Completion({
141 |     model: new OpenAICompletion({
142 |       model: opts.model,
143 |       max_tokens: opts.maxTokens,
144 |       temperature: opts.temperature,
145 |     }),
146 |     prompt: new BasicPrompt({ template: QUESTION_WITHOUT_CONTEXT }),
147 |   });
148 | 
149 |   return { result: completion.stream(opts.query), info: {} };
150 | };
151 | 
152 | export const ragStream = (opts: QueryOptions) => {
153 |   const store = getStore(opts.store);
154 | 
155 |   const rag = new RAG({
156 |     model: new OpenAICompletion({
157 |       model: opts.model,
158 |       max_tokens: opts.maxTokens,
159 |       apiKey: getOpenAiKey(),
160 |       temperature: opts.temperature,
161 |     }),
162 |     prompt: new PromptWithContext({ template: QUESTION_WITH_CONTEXT }),
163 |     embedder: new OpenAIEmbedder({ apiKey: getOpenAiKey() }),
164 |     // Parameterize me!
165 |     retriever: new Retriever({ store, topK: opts.topK }),
166 |   });
167 | 
168 |   return rag.stream(opts.query);
169 | };
170 | 


--------------------------------------------------------------------------------
/app/components/query.tsx:
--------------------------------------------------------------------------------
  1 | 'use client';
  2 | import { useState } from 'react';
  3 | import { useConfig } from '@/app/components/config-context';
  4 | import { zodResolver } from '@hookform/resolvers/zod';
  5 | import { useForm } from 'react-hook-form';
  6 | import * as z from 'zod';
  7 | import type { ContextDocument } from '@/lib/types';
  8 | import {
  9 |   Form,
 10 |   FormControl,
 11 |   FormDescription,
 12 |   FormField,
 13 |   FormItem,
 14 |   FormLabel,
 15 |   FormMessage,
 16 | } from '@/components/ui/form';
 17 | import { Textarea } from '@/components/ui/textarea';
 18 | import { Button } from '@/components/ui/button';
 19 | import { Label } from '@/components/ui/label';
 20 | import DocumentCard from '@/app/components/document-card';
 21 | 
 22 | const JSON_SEPARATOR_CODE_POINT = String.fromCharCode(parseInt('1d', 16));
 23 | const CONTENT_SEPARATOR_CODE_POINT = String.fromCharCode(parseInt('1e', 16));
 24 | 
 25 | export function QueryWidget() {
 26 |   const [response, setResponse] = useState<string>('');
 27 |   const [querying, setQuerying] = useState<boolean>(false);
 28 |   const [docs, setDocs] = useState<Array<ContextDocument>>([]);
 29 |   const { topK, temperature, completionModel, chatModel, includeDocs, store, maxTokens } =
 30 |     useConfig();
 31 | 
 32 |   const QuerySchema = z.object({
 33 |     prompt: z
 34 |       .string({
 35 |         required_error: 'Please write your question',
 36 |       })
 37 |       .min(10, { message: 'The minimum prompt length is 10 characters.' })
 38 |       .max(3000, { message: 'The maximum prompt length is 3000 characters.' }),
 39 |   });
 40 | 
 41 |   const queryForm = useForm<z.infer<typeof QuerySchema>>({
 42 |     resolver: zodResolver(QuerySchema),
 43 |   });
 44 | 
 45 |   async function onSubmit(data: z.infer<typeof QuerySchema>) {
 46 |     setQuerying(true);
 47 |     setResponse('');
 48 |     setDocs([]);
 49 | 
 50 |     const modelType = chatModel ? 'chat' : 'completion';
 51 |     const res = await fetch('/api/query/stream', {
 52 |       method: 'POST',
 53 |       body: JSON.stringify({
 54 |         modelType: modelType,
 55 |         question: data.prompt,
 56 |         llmOnly: !includeDocs,
 57 |         topK,
 58 |         temperature,
 59 |         model: modelType === 'chat' ? chatModel : completionModel,
 60 |         store,
 61 |         maxTokens,
 62 |       }),
 63 |     });
 64 | 
 65 |     if (!res?.body) {
 66 |       return;
 67 |     }
 68 | 
 69 |     const reader = res.body.getReader();
 70 |     const chunks = [];
 71 | 
 72 |     while (true) {
 73 |       const { done, value } = await reader.read();
 74 | 
 75 |       if (done) {
 76 |         const finishedChunks = new Uint8Array(
 77 |           ([] as number[]).concat(...chunks.map((chunk) => Array.from(chunk)))
 78 |         );
 79 |         const decodedData = new TextDecoder().decode(finishedChunks);
 80 |         const chainedDocuments = decodedData.split(CONTENT_SEPARATOR_CODE_POINT)[1];
 81 |         const documents = chainedDocuments?.split(JSON_SEPARATOR_CODE_POINT);
 82 | 
 83 |         setDocs(documents?.filter((doc) => doc).map((doc) => JSON.parse(doc)));
 84 |         break;
 85 |       }
 86 | 
 87 |       chunks.push(value);
 88 |       const concatenatedChunks = new Uint8Array(
 89 |         ([] as number[]).concat(...chunks.map((chunk) => Array.from(chunk)))
 90 |       );
 91 | 
 92 |       const decodedData = new TextDecoder().decode(concatenatedChunks);
 93 |       const text = decodedData.split(CONTENT_SEPARATOR_CODE_POINT)[0];
 94 | 
 95 |       setResponse(text);
 96 |     }
 97 | 
 98 |     setQuerying(false);
 99 |   }
100 | 
101 |   return (
102 |     <div className="flex flex-col items-center">
103 |       <section className="my-8 flex w-full flex-col items-center">
104 |         <h1 className="text-3xl font-extrabold leading-tight tracking-tighter md:text-4xl">
105 |           Ask a question
106 |         </h1>
107 |         <div className="w-3/4">
108 |           <Form {...queryForm}>
109 |             <form onSubmit={queryForm.handleSubmit(onSubmit)}>
110 |               <FormField
111 |                 control={queryForm.control}
112 |                 name="prompt"
113 |                 render={({ field }) => (
114 |                   <FormItem>
115 |                     <div className="mt-4 flex flex-col gap-2">
116 |                       <FormLabel className="min-w-fit">Question</FormLabel>
117 |                       <FormControl>
118 |                         <Textarea placeholder="Ask your data a question" {...field} rows={4} />
119 |                       </FormControl>
120 |                     </div>
121 |                     {includeDocs && (
122 |                       <FormDescription>
123 |                         The system will fetch relevant document chunks, pass them to the query
124 |                         context and return the LLM&rsquo;s response.
125 |                       </FormDescription>
126 |                     )}
127 |                     <FormMessage />
128 |                   </FormItem>
129 |                 )}
130 |               />
131 | 
132 |               <div className=" flex items-center justify-center">
133 |                 <Button type="submit" className="mt-4" disabled={querying}>
134 |                   {querying ? 'Querying...' : 'Query'}
135 |                 </Button>
136 |               </div>
137 |             </form>
138 |           </Form>
139 | 
140 |           <Label>Response</Label>
141 |           <Textarea defaultValue={response.trim()} rows={10} />
142 |         </div>
143 | 
144 |         {docs && docs.length > 0 && (
145 |           <div className="w-3/4 py-6">
146 |             <Label className="mb-4">Retrieved Documents</Label>
147 |             <div className={'grid gap-6 ' + `grid-cols-${docs.length > 1 ? '2' : '1'}`}>
148 |               {docs.map((doc, idx) => (
149 |                 <DocumentCard key={doc.id} document={doc} idx={idx} />
150 |               ))}
151 |             </div>
152 |           </div>
153 |         )}
154 |       </section>
155 |     </div>
156 |   );
157 | }
158 | 


--------------------------------------------------------------------------------
/app/components/query-config.tsx:
--------------------------------------------------------------------------------
  1 | 'use client';
  2 | import { ChangeEvent } from 'react';
  3 | import {
  4 |   useConfig,
  5 |   DEFAULT_CHAT_MODEL,
  6 |   DEFAULT_COMPLETION_MODEL,
  7 | } from '@/app/components/config-context';
  8 | import {
  9 |   Select,
 10 |   SelectContent,
 11 |   SelectItem,
 12 |   SelectTrigger,
 13 |   SelectValue,
 14 | } from '@/components/ui/select';
 15 | import { Tabs, TabsContent, TabsList, TabsTrigger } from '@/components/ui/tabs';
 16 | import { Input } from '@/components/ui/input';
 17 | import { Label } from '@/components/ui/label';
 18 | import { Slider } from '@/components/ui/slider';
 19 | import { toast } from '@/components/ui/use-toast';
 20 | import { Switch } from '@/components/ui/switch';
 21 | 
 22 | export function QueryConfigForm() {
 23 |   const { completionModel, chatModel, topK, temperature, includeDocs, maxTokens } = useConfig();
 24 |   const {
 25 |     setCompletionModel,
 26 |     setChatModel,
 27 |     setTopK,
 28 |     setTemperature,
 29 |     setIncludeDocs,
 30 |     setMaxTokens,
 31 |   } = useConfig();
 32 | 
 33 |   const sendToast = (key: string, value: string) => {
 34 |     return toast({
 35 |       title: `Updated query config ${key}`,
 36 |       description: `${key} = ${value}`,
 37 |     });
 38 |   };
 39 | 
 40 |   const validateAndSubmitTopK = (e: ChangeEvent<HTMLInputElement>) => {
 41 |     const value = e.target.value;
 42 |     if (isNaN(Number(value))) {
 43 |       return;
 44 |     }
 45 |     if (Number(value) < 0 || Number(value) > 10) {
 46 |       return;
 47 |     }
 48 |     setTopK(Number(value));
 49 |     sendToast('topK', value);
 50 |   };
 51 | 
 52 |   const validateAndSubmitMaxTokens = (e: ChangeEvent<HTMLInputElement>) => {
 53 |     const value = e.target.value;
 54 |     if (isNaN(Number(value))) {
 55 |       return;
 56 |     }
 57 |     if (Number(value) < 0 || Number(value) > 1000) {
 58 |       return;
 59 |     }
 60 |     setMaxTokens(Number(value));
 61 |     sendToast('maxTokens', value);
 62 |   };
 63 | 
 64 |   const updateConfig = (value: string) => {
 65 |     if (value === 'chat') {
 66 |       setChatModel(DEFAULT_CHAT_MODEL);
 67 |       setCompletionModel('');
 68 |     } else if (value === 'completion') {
 69 |       setCompletionModel(DEFAULT_COMPLETION_MODEL);
 70 |       setChatModel('');
 71 |     } else {
 72 |       throw new Error('Invalid model type');
 73 |     }
 74 |   };
 75 | 
 76 |   return (
 77 |     <Tabs defaultValue="chat" className="w-full" onValueChange={updateConfig}>
 78 |       <div className="flex w-full flex-col gap-2">
 79 |         <div className="flex w-full items-center justify-between gap-4 pt-2">
 80 |           <Label className="w-1/2">Model type</Label>
 81 |           <TabsList>
 82 |             <TabsTrigger value="chat">Chat</TabsTrigger>
 83 |             <TabsTrigger value="completion">Completion</TabsTrigger>
 84 |           </TabsList>
 85 |         </div>
 86 |         <div className="w-full">
 87 |           <TabsContent value="chat">
 88 |             <div className="flex w-full items-center justify-between gap-4 pt-2">
 89 |               <Label className="w-full">Chat model</Label>
 90 |               <Select
 91 |                 onValueChange={(e) => {
 92 |                   setChatModel(e);
 93 |                   sendToast('chat model', e);
 94 |                 }}
 95 |                 value={chatModel}
 96 |               >
 97 |                 <SelectTrigger>
 98 |                   <SelectValue placeholder="select model" />
 99 |                 </SelectTrigger>
100 |                 <SelectContent>
101 |                   <SelectItem value="gpt-4">gpt-4</SelectItem>
102 |                   <SelectItem value="gpt-3.5-turbo">gpt-3.5-turbo</SelectItem>
103 |                 </SelectContent>
104 |               </Select>
105 |             </div>
106 |           </TabsContent>
107 |           <TabsContent value="completion">
108 |             <div className="flex w-full items-center justify-between gap-4 pt-2">
109 |               <Label className="w-full">Completion model</Label>
110 |               <Select
111 |                 onValueChange={(e) => {
112 |                   setCompletionModel(e);
113 |                   sendToast('completion model', e);
114 |                 }}
115 |                 value={completionModel}
116 |               >
117 |                 <SelectTrigger>
118 |                   <SelectValue placeholder="select model" />
119 |                 </SelectTrigger>
120 |                 <SelectContent>
121 |                   <SelectItem value="text-davinci-003">text-davinci-003</SelectItem>
122 |                   <SelectItem value="text-davinci-002">text-davinci-002</SelectItem>
123 |                   <SelectItem value="text-davinci-001">text-davinci-001</SelectItem>
124 |                 </SelectContent>
125 |               </Select>
126 |             </div>
127 |           </TabsContent>
128 |         </div>
129 | 
130 |         <div className="flex items-center gap-4 py-2">
131 |           <Label className="w-full">Max tokens</Label>
132 |           <Input onChange={validateAndSubmitMaxTokens} value={maxTokens} />
133 |         </div>
134 | 
135 |         <div className="flex items-center gap-4 py-2">
136 |           <Label className="w-full">Temperature</Label>
137 |           <p className="pl-4">{temperature}</p>
138 |           <Slider
139 |             defaultValue={[0]}
140 |             max={1}
141 |             step={0.1}
142 |             onValueChange={(e) => {
143 |               setTemperature(e[0]), sendToast('temperature', e[0].toString());
144 |             }}
145 |           />
146 |         </div>
147 | 
148 |         <div className="flex items-center gap-4 py-2">
149 |           <Label className="w-full">Include document chunks</Label>
150 |           <p className="px-4">{includeDocs}</p>
151 |           <Switch
152 |             checked={includeDocs}
153 |             onCheckedChange={(e) => {
154 |               setIncludeDocs(e);
155 |               sendToast('include docs', e.toString());
156 |             }}
157 |           />
158 |         </div>
159 | 
160 |         {includeDocs && (
161 |           <div className="transition-200 flex items-center gap-4">
162 |             <Label className="w-full">Number of chunks</Label>
163 |             <Input onChange={validateAndSubmitTopK} value={topK} />
164 |           </div>
165 |         )}
166 |       </div>
167 |     </Tabs>
168 |   );
169 | }
170 | 


--------------------------------------------------------------------------------
/tsconfig.tsbuildinfo:
--------------------------------------------------------------------------------
1 | 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