├── .gitignore ├── LICENSE ├── README.md ├── app ├── globals.css ├── layout.module.css ├── layout.tsx ├── movie │ └── [id] │ │ ├── movie.module.css │ │ └── page.tsx ├── not-found.module.css ├── not-found.tsx ├── page.module.css ├── page.tsx ├── search │ ├── page.tsx │ └── search.module.css └── tag │ └── [name] │ ├── page.module.css │ └── page.tsx ├── components ├── header.module.css ├── header.tsx ├── modal.module.css ├── modal.tsx ├── movie-card.module.css ├── movie-card.tsx ├── pulse.module.css ├── pulse.tsx ├── search.module.css ├── search.tsx ├── tag.module.css └── tag.tsx ├── config.ts ├── data ├── All_quiet_on_the_western_front_(2022_film).jpg ├── Avatar_The_Way_of_Water_poster.jpg ├── Elvis_2022_poster.jpg ├── The_Banshees_of_Inisherin.jpg ├── Top_Gun_Maverick_Poster.jpg └── movies.data.ts ├── lib ├── dynamo.ts ├── queue.ts └── rank.ts ├── load.ts ├── next.config.js ├── package-lock.json ├── package.json ├── pnpm-lock.yaml ├── public ├── apple-touch-icon.png ├── favicon.ico ├── icon.png └── opengraph-image.png ├── screenshot.png ├── sst-env.d.ts ├── sst.config.ts └── tsconfig.json /.gitignore: -------------------------------------------------------------------------------- 1 | # See https://help.github.com/articles/ignoring-files/ for more about ignoring files. 2 | 3 | # dependencies 4 | /node_modules 5 | /.pnp 6 | .pnp.js 7 | .yarn/install-state.gz 8 | 9 | # testing 10 | /coverage 11 | 12 | # next.js 13 | /.next/ 14 | /out/ 15 | 16 | # production 17 | /build 18 | 19 | # misc 20 | .DS_Store 21 | *.pem 22 | 23 | # debug 24 | npm-debug.log* 25 | yarn-debug.log* 26 | yarn-error.log* 27 | 28 | # local env files 29 | .env*.local 30 | 31 | # vercel 32 | .vercel 33 | 34 | # typescript 35 | *.tsbuildinfo 36 | next-env.d.ts 37 | 38 | /.open-next 39 | /.sst 40 | /.vim 41 | .env 42 | data/imdb 43 | -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- 1 | MIT License 2 | 3 | Copyright (c) 2024 SST 4 | 5 | Permission is hereby granted, free of charge, to any person obtaining a copy 6 | of this software and associated documentation files (the "Software"), to deal 7 | in the Software without restriction, including without limitation the rights 8 | to use, copy, modify, merge, publish, distribute, sublicense, and/or sell 9 | copies of the Software, and to permit persons to whom the Software is 10 | furnished to do so, subject to the following conditions: 11 | 12 | The above copyright notice and this permission notice shall be included in all 13 | copies or substantial portions of the Software. 14 | 15 | THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR 16 | IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, 17 | FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE 18 | AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER 19 | LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, 20 | OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE 21 | SOFTWARE. 22 | -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 1 | # ❍ Movies Demo 2 | 3 | A sample movies app built with [❍ Ion](https://github.com/sst/ion) to demo how to **use AI in your apps using your data** — [movies.sst.dev](https://movies.sst.dev) 4 | 5 | ![Movies App](screenshot.png) 6 | 7 | The movie database in this app contains around 700 popular movies. You can search through them, check out related movies, and some of the movies are also tagged. 8 | 9 | ## About 10 | 11 | Most of the AI demos to date include some form of chat. While this is useful, it doesn't apply to majority of the apps out there. It also involves storing your data outside your infrastructure. 12 | 13 | This demo shows how you can use AI related features in your infrastructure in a way that makes sense to your users. 14 | 15 | ## AI 16 | 17 | The following AI features are powered by our new Vector component. 18 | 19 | 1. **Tags** — Classify data based on text that's more descriptive and carries more context 20 | 2. **Related** — Find semantically similar data in your database 21 | 3. **Search** — Deep search your data and images using natural language 22 | 4. **Search Images** — Do a deep search through your data, including your images 23 | 24 | ### Vector Component 25 | 26 | The Vector component is based on Amazon Bedrock and it exposes a couple of functions that makes it easy to use AI with your data. 27 | 28 | - `ingest`: This takes some text, generates an embedding with a given model, and stores it in a Vector database powered by RDS. Also takes some metadata to tag the data. 29 | - `retrieve`: Takes a prompt and optionally the metadata to filter on. Returns matching results with a score 0 - 1. 30 | 31 | ### Models 32 | 33 | Currently the embeddings can be generated using the `titan-embed-text-v1`, `titan-embed-image-v1`, and `text-embedding-ada-002`. 34 | 35 | ### Ion 36 | 37 | [❍ Ion](https://github.com/sst/ion) is an experimental new engine for [SST](https://sst.dev) that has some unique advantages over our previous CDK based engine. Here are a couple that you can see in action in this repo: 38 | 39 | 1. It's a lot faster to deploy, 10x faster 40 | 2. There are [no stacks](sst.config.ts#L15) or stack limits 41 | 3. No cyclical dependency issues in your resources 42 | 4. Access linked resources in Next.js doesn't need top-level await 43 | 5. Next.js 14 with linked resources are deployed in order and don't need a _double deploy_ 44 | 6. Next.js apps have access to linked resources without the need for [`sst bind next build`](package.json#L7) 45 | 46 | ## How it Works 47 | 48 | This demo works by ingesting movie data from IMDB, generating embeddings, and storing it in a Vector database. The Next.js app then retrieves the data from the Vector database. 49 | 50 | The sample app is made up of **4 simple components** defined in the [`sst.config.ts`](sst.config.ts): 51 | 52 | 1. A DynamoDB table to store the movies 53 | 2. An S3 bucket to store the posters 54 | 3. A Vector database to store the embeddings 55 | 4. A Next.js app 56 | 57 | --- 58 | 59 | Join the SST community over on [Discord](https://discord.gg/sst) and follow us on [Twitter](https://twitter.com/SST_dev). 60 | -------------------------------------------------------------------------------- /app/globals.css: -------------------------------------------------------------------------------- 1 | :root { 2 | --color-accent: 58, 124, 227; 3 | --color-text-rgb: 0, 26, 51; 4 | --color-background-rgb: 232, 234, 236; 5 | --color-background-modal-rgb: 210, 213, 218; 6 | 7 | --opacity-text-secondary: 0.6; 8 | --opacity-text-dimmed: 0.2; 9 | 10 | --shadow-sm: 0 1px 1px rgba(0,0,0,0.05), 11 | 0 2px 2px rgba(0,0,0,0.05), 12 | 0 3px 3px rgba(0,0,0,0.05), 13 | 0 4px 4px rgba(0,0,0,0.05); 14 | --shadow-md: 0 1px 1px rgba(0,0,0,0.11), 15 | 0 2px 2px rgba(0,0,0,0.11), 16 | 0 4px 4px rgba(0,0,0,0.11), 17 | 0 6px 8px rgba(0,0,0,0.11), 18 | 0 8px 16px rgba(0,0,0,0.11); 19 | --shadow-lg: 0 1px 1px rgba(0,0,0,0.11), 20 | 0 2px 2px rgba(0,0,0,0.11), 21 | 0 4px 6px rgba(0,0,0,0.11), 22 | 0 8px 10px rgba(0,0,0,0.11), 23 | 0 16px 18px rgba(0,0,0,0.11); 24 | --shadow-modal: 0 1px 1px rgba(0,0,0,0.06), 25 | 0 2px 2px rgba(0,0,0,0.06), 26 | 0 4px 6px rgba(0,0,0,0.06), 27 | 0 8px 10px rgba(0,0,0,0.06), 28 | 0 16px 18px rgba(0,0,0,0.06); 29 | } 30 | :root { 31 | --app-width: 64rem; 32 | --app-padding: 3rem; 33 | --footer-height: 5rem; 34 | 35 | --line-height: 1.65; 36 | --border-radius: 0.25rem; 37 | --opacity-icon: 0.85; 38 | 39 | --color-text: var(--color-text-rgb), 1; 40 | --color-text-secondary: var(--color-text-rgb), var(--opacity-text-secondary); 41 | --color-text-dimmed: var(--color-text-rgb), var(--opacity-text-dimmed); 42 | 43 | --color-background: var(--color-background-rgb), 1; 44 | --color-background-surface: var(--color-text-rgb), 0.06; 45 | --color-background-modal: var(--color-background-modal-rgb), 0.95; 46 | } 47 | 48 | @media (prefers-color-scheme: dark) { 49 | :root { 50 | --color-accent: 70, 133, 232; 51 | --color-text-rgb: 244, 246, 247; 52 | --color-background-rgb: 0, 26, 51; 53 | --color-background-modal-rgb: 55, 68, 88; 54 | 55 | --opacity-text-secondary: 0.65; 56 | --opacity-text-dimmed: 0.2; 57 | 58 | --shadow-sm: 0 1px 1px rgba(0,0,0,0.3), 59 | 0 2px 2px rgba(0,0,0,0.3), 60 | 0 3px 3px rgba(0,0,0,0.3), 61 | 0 4px 4px rgba(0,0,0,0.3); 62 | --shadow-md: 0 1px 1px rgba(0,0,0,0.3), 63 | 0 2px 2px rgba(0,0,0,0.3), 64 | 0 4px 4px rgba(0,0,0,0.3), 65 | 0 6px 8px rgba(0,0,0,0.3), 66 | 0 8px 16px rgba(0,0,0,0.3); 67 | --shadow-lg: 0 1px 1px rgba(0,0,0,0.4), 68 | 0 2px 2px rgba(0,0,0,0.4), 69 | 0 4px 6px rgba(0,0,0,0.4), 70 | 0 8px 10px rgba(0,0,0,0.4), 71 | 0 16px 18px rgba(0,0,0,0.4); 72 | --shadow-modal: 0 1px 1px rgba(0,0,0,0.1), 73 | 0 2px 2px rgba(0,0,0,0.1), 74 | 0 4px 6px rgba(0,0,0,0.1), 75 | 0 8px 10px rgba(0,0,0,0.1), 76 | 0 16px 18px rgba(0,0,0,0.1); 77 | } 78 | } 79 | 80 | * { 81 | box-sizing: border-box; 82 | padding: 0; 83 | margin: 0; 84 | } 85 | 86 | @media (prefers-color-scheme: dark) { 87 | html { 88 | color-scheme: dark; 89 | } 90 | } 91 | 92 | html, 93 | body { 94 | } 95 | 96 | body { 97 | color: rgb(var(--color-text)); 98 | background: rgb(var(--color-background)); 99 | } 100 | 101 | h1 { 102 | font-size: 2rem; 103 | } 104 | h1, h2, h3 { 105 | font-weight: 600; 106 | letter-spacing: 0.5px; 107 | } 108 | 109 | a { 110 | color: inherit; 111 | text-decoration: none; 112 | } 113 | 114 | button, 115 | input { 116 | font-family: inherit; 117 | } 118 | 119 | @media (max-width: 30rem) { 120 | :root { 121 | --app-padding: 1.5rem; 122 | } 123 | h1 { 124 | font-size: 1.5rem; 125 | } 126 | h2 { 127 | font-size: 1.125rem; 128 | } 129 | } 130 | -------------------------------------------------------------------------------- /app/layout.module.css: -------------------------------------------------------------------------------- 1 | .body { 2 | display: flex; 3 | flex-direction: column; 4 | min-height: 100vh; 5 | gap: var(--app-padding); 6 | padding: 0 var(--app-padding); 7 | } 8 | .content { 9 | flex: 1; 10 | width: 100%; 11 | margin: 0 auto; 12 | max-width: var(--app-width); 13 | } 14 | .footer { 15 | border-top: 1px solid rgba(var(--color-background-surface)); 16 | width: 100%; 17 | height: var(--footer-height); 18 | margin: 0 auto; 19 | max-width: var(--app-width); 20 | display: flex; 21 | align-items: center; 22 | justify-content: space-between; 23 | font-size: 0.875rem; 24 | color: rgba(var(--color-text-secondary)); 25 | } 26 | -------------------------------------------------------------------------------- /app/layout.tsx: -------------------------------------------------------------------------------- 1 | import config from "@/config"; 2 | import type { Metadata } from "next"; 3 | import styles from "./layout.module.css"; 4 | import { Raleway } from "next/font/google"; 5 | import "./globals.css"; 6 | 7 | const font = Raleway({ subsets: ["latin"] }); 8 | 9 | export const metadata: Metadata = { 10 | metadataBase: new URL("https://d2yfvixyyw0ix7.cloudfront.net"), 11 | title: { 12 | template: "%s | ❍ Movies", 13 | default: "❍ Movies", 14 | }, 15 | openGraph: { 16 | images: ["/opengraph-image.png"], 17 | }, 18 | description: "An AI demo built with SST ❍ Ion", 19 | }; 20 | 21 | export default function RootLayout({ 22 | children, 23 | }: { 24 | children: React.ReactNode; 25 | }) { 26 | return ( 27 | 28 | 29 |
{children}
30 | 38 | 39 | 40 | ); 41 | } 42 | -------------------------------------------------------------------------------- /app/movie/[id]/movie.module.css: -------------------------------------------------------------------------------- 1 | .section { 2 | display: flex; 3 | gap: 1.5rem; 4 | align-items: center; 5 | } 6 | @media (max-width: 30rem) { 7 | .section { 8 | flex-direction: column; 9 | gap: 1.5rem; 10 | } 11 | } 12 | 13 | .hero { 14 | flex: 0 0 auto; 15 | width: 250px; 16 | height: 375px; 17 | overflow: hidden; 18 | box-shadow: var(--shadow-lg); 19 | border-radius: var(--border-radius); 20 | } 21 | .heroImage { 22 | width: 100%; 23 | height: 100%; 24 | object-fit: cover; 25 | } 26 | 27 | .info { 28 | display: flex; 29 | gap: 1.125rem; 30 | flex-direction: column; 31 | } 32 | @media (max-width: 30rem) { 33 | .info { 34 | gap: 0.5rem; 35 | } 36 | } 37 | .headline { 38 | display: flex; 39 | gap: 0.375rem; 40 | flex-direction: column; 41 | } 42 | .year { 43 | font-size: 1.125rem; 44 | font-weight: 600; 45 | color: rgba(var(--color-text-secondary)); 46 | } 47 | .title { 48 | font-weight: 600; 49 | } 50 | .about { 51 | color: rgba(var(--color-text-secondary)); 52 | line-height: var(--line-height); 53 | } 54 | .tags { 55 | display: flex; 56 | gap: 0.75rem; 57 | position: relative; 58 | } 59 | .pulseTags { 60 | position: absolute; 61 | left: 0; 62 | top: 0.5rem; 63 | transform: translateY(-50%) translateX(-50%); 64 | } 65 | 66 | .relatedTitle { 67 | margin-top: 3rem; 68 | margin-bottom: 1rem; 69 | position: relative; 70 | } 71 | @media (max-width: 30rem) { 72 | .relatedTitle { 73 | margin-top: 1.5rem; 74 | margin-bottom: 0.75rem; 75 | } 76 | } 77 | .pulseRelated { 78 | position: absolute; 79 | left: 0; 80 | top: -0.125rem; 81 | transform: translateY(-50%) translateX(-50%); 82 | } 83 | .relatedTitle > h3 { 84 | font-size: 1.5rem; 85 | font-weight: 600; 86 | } 87 | @media (max-width: 30rem) { 88 | .relatedTitle > h3 { 89 | font-size: 1.25rem; 90 | } 91 | } 92 | 93 | .related { 94 | padding: 0; 95 | list-style: none; 96 | gap: calc(var(--app-padding) - 0.5rem); 97 | display: grid; 98 | grid-template-columns: repeat(auto-fill, minmax(150px, 1fr)); 99 | } 100 | 101 | .card { 102 | width: 100%; 103 | overflow: hidden; 104 | box-shadow: var(--shadow-md); 105 | border-radius: var(--border-radius); 106 | transition: transform 0.25s ease-in-out, box-shadow 0.25s ease-in-out; 107 | } 108 | .card:hover { 109 | transform: translateY(-4px); 110 | box-shadow: var(--shadow-lg); 111 | } 112 | .cardImage { 113 | width: 100%; 114 | height: 100%; 115 | object-fit: cover; 116 | } 117 | -------------------------------------------------------------------------------- /app/movie/[id]/page.tsx: -------------------------------------------------------------------------------- 1 | import config from "@/config"; 2 | import { VectorClient } from "sst"; 3 | import Tag from "@/components/tag"; 4 | import Pulse from "@/components/pulse"; 5 | import styles from "./movie.module.css"; 6 | import Header from "@/components/header"; 7 | import MovieCard from "@/components/movie-card"; 8 | import { getById, batchGet } from "@/lib/dynamo"; 9 | import { rankMovies } from "@/lib/rank"; 10 | 11 | const vector = VectorClient("Vector"); 12 | 13 | export async function generateMetadata({ params }: { params: { id: string } }) { 14 | const item = await getById(params.id); 15 | return { 16 | title: item.data.title, 17 | }; 18 | } 19 | 20 | export const dynamic = "force-static"; 21 | export const revalidate = 60; 22 | 23 | export default async function Page({ params }: { params: { id: string } }) { 24 | const item = await getById(params.id); 25 | const data = item.data; 26 | 27 | const ret = await vector.retrieve({ 28 | text: `# Title ${data.title} # Plot ${data.synopsis 29 | .join("\n") 30 | .substring(0, 32_000)}`, 31 | include: { type: "movie" }, 32 | exclude: { id: params.id }, 33 | count: 50, 34 | }); 35 | const resultIds = rankMovies( 36 | ret.results.filter((r: any) => r.metadata.id !== params.id) 37 | ).slice(0, 5); 38 | const results = await batchGet(resultIds); 39 | 40 | return ( 41 | <> 42 |
43 |
44 |
45 | {data.title} 50 |
51 |
52 |
53 |
{data.year}
54 |

{data.title}

55 |
56 |

{data.about}

57 | {data.tags.length > 0 && ( 58 |
59 | {data.tags.map((tag: string) => ( 60 | 61 | ))} 62 | 63 | Classify your data based on text that's more descriptive and 64 | carries more context.{" "} 65 | 69 | View source 70 | 71 | . 72 | 73 |
74 | )} 75 |
76 |
77 | {resultIds.length > 0 && ( 78 | <> 79 |
80 |

Related

81 | 82 | Find semantically similar data in your database.{" "} 83 | 87 | View source 88 | 89 | . 90 | 91 |
92 | 106 | 107 | )} 108 | 109 | ); 110 | } 111 | -------------------------------------------------------------------------------- /app/not-found.module.css: -------------------------------------------------------------------------------- 1 | .section { 2 | display: flex; 3 | flex-direction: column; 4 | gap: 1.5rem; 5 | align-items: flex-start; 6 | justify-content: center; 7 | height: calc(100vh - var(--footer-height) - var(--app-padding)); 8 | } 9 | .link { 10 | text-decoration: underline; 11 | text-underline-offset: 0.25rem; 12 | } 13 | -------------------------------------------------------------------------------- /app/not-found.tsx: -------------------------------------------------------------------------------- 1 | import Link from "next/link"; 2 | import styles from "./not-found.module.css"; 3 | 4 | export default function NotFound() { 5 | return ( 6 |
7 |

Not Found

8 |

9 | We couldn't find the page you were looking for,{" "} 10 | 11 | go back home 12 | 13 | . 14 |

15 |
16 | ); 17 | } 18 | -------------------------------------------------------------------------------- /app/page.module.css: -------------------------------------------------------------------------------- 1 | .grid { 2 | padding: 0; 3 | list-style: none; 4 | display: grid; 5 | gap: calc(var(--app-padding) - 0.5rem); 6 | grid-template-columns: repeat(auto-fill, minmax(150px, 1fr)); 7 | } 8 | -------------------------------------------------------------------------------- /app/page.tsx: -------------------------------------------------------------------------------- 1 | import { get } from "@/lib/dynamo"; 2 | import styles from "./page.module.css"; 3 | import Header from "@/components/header"; 4 | import MovieCard from "@/components/movie-card"; 5 | 6 | export default async function Home() { 7 | const data = await get(); 8 | 9 | return ( 10 | <> 11 |
12 | 26 | 27 | ); 28 | } 29 | -------------------------------------------------------------------------------- /app/search/page.tsx: -------------------------------------------------------------------------------- 1 | import config from "@/config"; 2 | import { Suspense } from "react"; 3 | import { VectorClient } from "sst"; 4 | import type { Metadata } from "next"; 5 | import Pulse from "@/components/pulse"; 6 | import { batchGet } from "@/lib/dynamo"; 7 | import Header from "@/components/header"; 8 | import Search from "@/components/search"; 9 | import styles from "./search.module.css"; 10 | import MovieCard from "@/components/movie-card"; 11 | import { MagnifyingGlassIcon } from "@heroicons/react/24/solid"; 12 | import { rankMovies } from "@/lib/rank"; 13 | 14 | const vector = VectorClient("Vector"); 15 | 16 | export const metadata: Metadata = { 17 | title: "Search", 18 | }; 19 | 20 | export default async function Page({ 21 | searchParams, 22 | }: { 23 | searchParams?: { 24 | query?: string; 25 | }; 26 | }) { 27 | const query = searchParams?.query || ""; 28 | 29 | return ( 30 | <> 31 |
32 |
33 | 34 |
35 | {query === "" && ( 36 |
37 |

Sample Searches

38 | 74 |
75 | )} 76 | {query && ( 77 | Loading...} 80 | > 81 | 82 | 83 | )} 84 | 85 | ); 86 | } 87 | 88 | async function Results({ query }: { query: string }) { 89 | const ret = await vector.retrieve({ 90 | text: query, 91 | include: { type: "movie" }, 92 | count: 25, 93 | }); 94 | const resultIds = rankMovies(ret.results); 95 | const results = await batchGet(resultIds); 96 | 97 | return results.length === 0 ? ( 98 |
No results. Needs more GPU.
99 | ) : ( 100 |
    101 | {resultIds.slice(0, 5).map((item) => { 102 | const movie = results.find((m) => m.id === item)!; 103 | const data = movie.data; 104 | return ( 105 | 111 | ); 112 | })} 113 |
114 | ); 115 | } 116 | -------------------------------------------------------------------------------- /app/search/search.module.css: -------------------------------------------------------------------------------- 1 | .samples { 2 | margin-top: 2rem; 3 | padding: 1rem; 4 | display: flex; 5 | gap: 1.25rem; 6 | flex-direction: column; 7 | border-radius: var(--border-radius); 8 | background: rgba(var(--color-background-surface)); 9 | } 10 | @media (max-width: 30rem) { 11 | .samples { 12 | margin-top: 1rem; 13 | padding: 0.75rem; 14 | } 15 | } 16 | .samplesTitle { 17 | font-size: 0.75rem; 18 | font-weight: 700; 19 | text-transform: uppercase; 20 | color: rgba(var(--color-text-dimmed)); 21 | letter-spacing: 1px; 22 | } 23 | .samplesList { 24 | list-style: none; 25 | padding: 0; 26 | } 27 | .samplesItem { 28 | border-bottom: 1px solid rgba(var(--color-background-surface)); 29 | font-size: 0.875rem; 30 | color: rgba(var(--color-text-secondary)); 31 | position: relative; 32 | } 33 | .samplesItem > a { 34 | display: block; 35 | padding-block: 0.875rem; 36 | display: flex; 37 | align-items: center; 38 | gap: 0.5rem; 39 | } 40 | .samplesItem > a > svg { 41 | width: 0.875rem; 42 | height: 0.875rem; 43 | opacity: var(--opacity-icon); 44 | } 45 | .samplesItem:first-child > a { 46 | padding-block-start: 0; 47 | } 48 | .samplesItem:last-child { 49 | border-bottom: none; 50 | } 51 | .samplesItem:last-child > a { 52 | padding-block-end: 0; 53 | } 54 | .pulseSearch { 55 | position: absolute; 56 | left: -1.5rem; 57 | top: 0.5rem; 58 | transform: translateY(-50%); 59 | } 60 | 61 | .empty { 62 | margin-top: 2rem; 63 | font-size: 1.5rem; 64 | color: rgba(var(--color-text-secondary)); 65 | } 66 | 67 | .grid { 68 | margin-top: 2rem; 69 | padding: 0; 70 | list-style: none; 71 | gap: calc(var(--app-padding) - 0.5rem); 72 | display: grid; 73 | grid-template-columns: repeat(auto-fill, minmax(150px, 1fr)); 74 | } 75 | @media (max-width: 30rem) { 76 | .grid { 77 | margin-top: 1rem; 78 | } 79 | } 80 | -------------------------------------------------------------------------------- /app/tag/[name]/page.module.css: -------------------------------------------------------------------------------- 1 | .grid { 2 | padding: 0; 3 | list-style: none; 4 | gap: calc(var(--app-padding) - 0.5rem); 5 | display: grid; 6 | grid-template-columns: repeat(auto-fill, minmax(150px, 1fr)); 7 | } 8 | 9 | -------------------------------------------------------------------------------- /app/tag/[name]/page.tsx: -------------------------------------------------------------------------------- 1 | import { get } from "@/lib/dynamo"; 2 | import styles from "./page.module.css"; 3 | import Header from "@/components/header"; 4 | import MovieCard from "@/components/movie-card"; 5 | 6 | export async function generateMetadata({ 7 | params, 8 | }: { 9 | params: { name: string }; 10 | }) { 11 | return { 12 | title: `Tag: ${params.name}`, 13 | }; 14 | } 15 | 16 | export default async function Page({ params }: { params: { name: string } }) { 17 | const data = await get(); 18 | 19 | return ( 20 | <> 21 |
22 |
    23 | {data && 24 | data 25 | .filter((movie) => movie.data.tags.includes(params.name)) 26 | .map((movie) => ( 27 | 33 | ))} 34 |
35 | 36 | ); 37 | } 38 | -------------------------------------------------------------------------------- /components/header.module.css: -------------------------------------------------------------------------------- 1 | .header { 2 | --search-width: 200px; 3 | --breadcrumb-font-size: 1.25rem; 4 | 5 | margin-top: var(--app-padding); 6 | margin-bottom: 2rem; 7 | height: 3rem; 8 | display: flex; 9 | align-items: center; 10 | gap: 3rem; 11 | justify-content: space-between; 12 | } 13 | @media (max-width: 30rem) { 14 | .header { 15 | --breadcrumb-font-size: 1.125rem; 16 | 17 | margin-bottom: 1.5rem; 18 | align-items: flex-start; 19 | flex-direction: column; 20 | gap: 0.75rem; 21 | height: auto; 22 | } 23 | } 24 | 25 | .leftCol { 26 | display: flex; 27 | align-items: baseline; 28 | gap: 0.5rem; 29 | } 30 | @media (max-width: 30rem) { 31 | .leftCol { 32 | gap: 0.25rem; 33 | flex-direction: column; 34 | } 35 | } 36 | .breadcrumb { 37 | display: flex; 38 | gap: 0.5rem; 39 | align-items: baseline; 40 | } 41 | .breadcrumbSeparator { 42 | color: rgba(var(--color-text-dimmed)); 43 | font-size: var(--breadcrumb-font-size); 44 | font-weight: 500; 45 | } 46 | .breadcrumb { 47 | color: rgba(var(--color-text-secondary)); 48 | font-size: var(--breadcrumb-font-size); 49 | font-weight: 600; 50 | } 51 | 52 | .rightCol { 53 | display: flex; 54 | align-items: center; 55 | gap: 1.5rem; 56 | } 57 | @media (max-width: 30rem) { 58 | .rightCol { 59 | gap: 0; 60 | flex-direction: column; 61 | align-items: stretch; 62 | width: 100%; 63 | } 64 | } 65 | .pulseTags { 66 | position: absolute; 67 | left: 0; 68 | top: 0.5rem; 69 | transform: translateY(-50%) translateX(-50%); 70 | } 71 | .tags { 72 | position: relative; 73 | display: flex; 74 | gap: 0.75rem; 75 | } 76 | @media (max-width: 30rem) { 77 | .tags { 78 | overflow-x: auto; 79 | overflow-y: hidden; 80 | padding-bottom: 0.5rem; 81 | } 82 | .pulseTags { 83 | left: 1rem; 84 | top: 0.75rem; 85 | } 86 | } 87 | 88 | .search { 89 | position: relative; 90 | } 91 | .search > a { 92 | border: 1px solid rgba(var(--color-text-dimmed)); 93 | border-radius: var(--border-radius); 94 | width: var(--search-width); 95 | height: 40px; 96 | background: transparent; 97 | padding-left: 0.625rem; 98 | display: flex; 99 | align-items: center; 100 | gap: 0.5rem; 101 | font-size: 0.875rem; 102 | font-weight: 500; 103 | color: rgba(var(--color-text-dimmed)); 104 | } 105 | @media (max-width: 30rem) { 106 | .search > a { 107 | width: 100%; 108 | } 109 | } 110 | .pulseSearch { 111 | position: absolute; 112 | right: -1.5rem; 113 | top: 0.5rem; 114 | transform: translateY(-50%) translateX(-50%); 115 | } 116 | 117 | .search > a > svg { 118 | width: 1rem; 119 | height: 1rem; 120 | opacity: var(--opacity-icon); 121 | } 122 | -------------------------------------------------------------------------------- /components/header.tsx: -------------------------------------------------------------------------------- 1 | import Tag from "./tag"; 2 | import Pulse from "./pulse"; 3 | import Link from "next/link"; 4 | import config from "@/config"; 5 | import data from "@/data/movies.data"; 6 | import styles from "./header.module.css"; 7 | import { MagnifyingGlassIcon } from "@heroicons/react/24/solid"; 8 | 9 | interface HeaderProps { 10 | controls?: boolean; 11 | breadcrumb?: string; 12 | } 13 | 14 | export default function Header({ controls, breadcrumb }: HeaderProps) { 15 | return ( 16 |
17 |
18 |

19 | ❍ Movies 20 |

21 | {breadcrumb && ( 22 |
23 | / 24 |

{breadcrumb}

25 |
26 | )} 27 |
28 | {controls && ( 29 |
30 |
31 | {data.tags.map((tag) => ( 32 | 33 | ))} 34 | 35 | Classify your data based on text that's more descriptive and 36 | carries more context.{" "} 37 | 41 | View source 42 | 43 | . 44 | 45 |
46 |
47 | 48 | 49 | Search for a movie... 50 | 51 | 52 | Deep search your data using natural language.{" "} 53 | 57 | View source 58 | 59 | . 60 | 61 |
62 |
63 | )} 64 |
65 | ); 66 | } 67 | -------------------------------------------------------------------------------- /components/modal.module.css: -------------------------------------------------------------------------------- 1 | @keyframes entrance { 2 | 0% { 3 | opacity: 0; 4 | transform: scale(0.8); 5 | } 6 | 50% { 7 | opacity: 1; 8 | transform: scale(1.02); 9 | } 10 | 100% { 11 | opacity: 1; 12 | transform: scale(1); 13 | } 14 | } 15 | 16 | @keyframes entranceBackdrop { 17 | 0% { 18 | opacity: 0; 19 | } 20 | 21 | 100% { 22 | opacity: 1; 23 | } 24 | } 25 | 26 | .dialog::backdrop { 27 | backdrop-filter: blur(3px); 28 | background: rgba(0, 0, 0, 0.2); 29 | animation: entranceBackdrop 250ms ease-in-out; 30 | } 31 | 32 | .dialog { 33 | position: fixed; 34 | top: 0; 35 | left: 0; 36 | right: 0; 37 | bottom: 0; 38 | margin: auto; 39 | 40 | border-radius: 0.625rem; 41 | border: none; 42 | text-align: left; 43 | padding: 1rem; 44 | animation: entrance 250ms ease-in-out; 45 | animation-fill-mode: forwards; 46 | box-shadow: var(--shadow-modal); 47 | background: rgba(var(--color-background-modal)); 48 | backdrop-filter: blur(8px); 49 | width: 34rem; 50 | } 51 | 52 | @media (max-width: 30rem) { 53 | .dialog { 54 | width: calc(100% - 3rem); 55 | } 56 | } 57 | 58 | 59 | .content { 60 | display: flex; 61 | flex-direction: column; 62 | gap: 0.75rem; 63 | } 64 | 65 | .title { 66 | display: flex; 67 | align-items: center; 68 | gap: 1rem; 69 | justify-content: space-between; 70 | border-bottom: 1px solid rgba(var(--color-background-surface)); 71 | padding-bottom: 0.625rem; 72 | } 73 | .title > h6 { 74 | font-size: 0.875rem; 75 | font-weight: 700; 76 | text-transform: uppercase; 77 | color: rgba(var(--color-text-secondary)); 78 | letter-spacing: 0.5px; 79 | line-height: 1; 80 | } 81 | .close { 82 | border: none; 83 | background: none; 84 | cursor: pointer; 85 | color: rgba(var(--color-text-secondary)); 86 | outline: none; 87 | padding: 0; 88 | } 89 | .close > svg { 90 | width: 1.25rem; 91 | height: 1.25rem; 92 | } 93 | 94 | .copy{ 95 | line-height: var(--line-height); 96 | font-size: 1rem; 97 | } 98 | 99 | .copy > a { 100 | text-decoration: underline; 101 | text-underline-offset: 0.25rem; 102 | } 103 | -------------------------------------------------------------------------------- /components/modal.tsx: -------------------------------------------------------------------------------- 1 | "use client"; 2 | 3 | import styles from "./modal.module.css"; 4 | import { XMarkIcon } from "@heroicons/react/24/outline"; 5 | import { 6 | useRef, 7 | forwardRef, 8 | ReactNode, 9 | MutableRefObject, 10 | ComponentPropsWithRef, 11 | } from "react"; 12 | 13 | type ModalProps = ComponentPropsWithRef<"dialog"> & { 14 | title?: string; 15 | children: ReactNode; 16 | }; 17 | 18 | const Modal = forwardRef( 19 | ({ children, ...resProps }, ref) => { 20 | const dialogRef = ref as MutableRefObject; 21 | return ( 22 | 23 |
24 |
25 |
{resProps.title}
26 | 32 |
33 |
{children}
34 |
35 | 36 | ); 37 | } 38 | ); 39 | 40 | export default Modal; 41 | 42 | export function useModal() { 43 | const ref = useRef(null); 44 | const onOpen = () => ref.current?.showModal(); 45 | 46 | return { ref, onOpen }; 47 | } 48 | -------------------------------------------------------------------------------- /components/movie-card.module.css: -------------------------------------------------------------------------------- 1 | .card { 2 | width: 100%; 3 | overflow: hidden; 4 | box-shadow: var(--shadow-md); 5 | border-radius: var(--border-radius); 6 | transition: transform 0.25s ease-in-out, box-shadow 0.25s ease-in-out; 7 | } 8 | .card:hover { 9 | transform: translateY(-4px); 10 | box-shadow: var(--shadow-lg); 11 | } 12 | .cardImage { 13 | width: 100%; 14 | height: 100%; 15 | object-fit: cover; 16 | } 17 | 18 | -------------------------------------------------------------------------------- /components/movie-card.tsx: -------------------------------------------------------------------------------- 1 | import Link from "next/link"; 2 | import Image from "next/image"; 3 | import styles from "./movie-card.module.css"; 4 | 5 | interface MovieCardProps { 6 | id: string; 7 | title: string; 8 | poster: string; 9 | hint?: string; 10 | } 11 | export default function MovieCard(props: MovieCardProps) { 12 | return ( 13 | 19 | {props.title} 27 | 28 | ); 29 | } 30 | -------------------------------------------------------------------------------- /components/pulse.module.css: -------------------------------------------------------------------------------- 1 | .pulse { 2 | --size: 0.75rem; 3 | 4 | z-index: 1; 5 | cursor: pointer; 6 | position: absolute; 7 | width: calc(3 * var(--size)); 8 | height: calc(3 * var(--size)); 9 | } 10 | .circle { 11 | position: absolute; 12 | left: var(--size); 13 | top: var(--size); 14 | width: var(--size); 15 | height: var(--size); 16 | } 17 | .circle:before { 18 | content: ''; 19 | position: relative; 20 | display: block; 21 | width: 300%; 22 | height: 300%; 23 | box-sizing: border-box; 24 | margin-left: -100%; 25 | margin-top: -100%; 26 | border-radius: 45px; 27 | background-color: rgb(var(--color-accent)); 28 | animation: pulse-ring 1.25s cubic-bezier(0.215, 0.61, 0.355, 1) infinite; 29 | } 30 | 31 | .circle:after { 32 | content: ''; 33 | position: absolute; 34 | left: 0; 35 | top: 0; 36 | display: block; 37 | width: 100%; 38 | height: 100%; 39 | border-radius: 15px; 40 | background-color: rgb(var(--color-accent)); 41 | box-shadow: 0 0 8px rgba(0, 0, 0, 0.2); 42 | animation: pulse-dot 1.25s cubic-bezier(0.455, 0.03, 0.515, 0.955) -0.4s infinite; 43 | } 44 | 45 | @keyframes pulse-ring { 46 | 0% { 47 | transform: scale(.33); 48 | } 49 | 80%, 100% { 50 | opacity: 0; 51 | } 52 | } 53 | 54 | @keyframes pulse-dot { 55 | 0% { 56 | transform: scale(.8); 57 | } 58 | 50% { 59 | transform: scale(1); 60 | } 61 | 100% { 62 | transform: scale(.8); 63 | } 64 | } 65 | -------------------------------------------------------------------------------- /components/pulse.tsx: -------------------------------------------------------------------------------- 1 | "use client"; 2 | 3 | import { ReactNode } from "react"; 4 | import styles from "./pulse.module.css"; 5 | import Modal, { useModal } from "./modal"; 6 | 7 | interface PulseProps { 8 | title?: string; 9 | className?: string; 10 | children: ReactNode; 11 | } 12 | export default function Pulse(props: PulseProps) { 13 | const { ref, onOpen } = useModal(); 14 | return ( 15 | <> 16 |
17 |
18 |
19 | 20 | {props.children} 21 | 22 | 23 | ); 24 | } 25 | -------------------------------------------------------------------------------- /components/search.module.css: -------------------------------------------------------------------------------- 1 | .searchBar { 2 | position: relative; 3 | } 4 | 5 | .searchIcon { 6 | position: absolute; 7 | opacity: var(--opacity-icon); 8 | width: 1.5rem; 9 | height: 1.5rem; 10 | top: 50%; 11 | left: 1rem; 12 | margin-top: -0.75rem; 13 | color: rgba(var(--color-text-dimmed)); 14 | } 15 | 16 | .search { 17 | display: block; 18 | width: 100%; 19 | height: 4rem; 20 | font-size: 1.125rem; 21 | padding: 0 1rem 0 3rem; 22 | background: transparent; 23 | appearance: none; 24 | border: 2px solid rgba(var(--color-text-dimmed)); 25 | border-radius: var(--border-radius); 26 | outline: none; 27 | transition: border-color 0.25s ease-in-out; 28 | } 29 | @media (max-width: 30rem) { 30 | .searchIcon { 31 | width: 1rem; 32 | height: 1rem; 33 | margin-top: -0.5rem; 34 | left: 0.75rem; 35 | } 36 | .search { 37 | height: 3rem; 38 | font-size: 1rem; 39 | border-width: 1px; 40 | padding-left: 2rem; 41 | } 42 | } 43 | 44 | .search::placeholder { 45 | color: rgba(var(--color-text-dimmed)); 46 | } 47 | .search:focus { 48 | border-color: rgba(var(--color-text-secondary)); 49 | box-shadow: var(--shadow-sm); 50 | } 51 | 52 | -------------------------------------------------------------------------------- /components/search.tsx: -------------------------------------------------------------------------------- 1 | "use client"; 2 | 3 | import styles from "./search.module.css"; 4 | import { useState } from "react"; 5 | import { MagnifyingGlassIcon } from "@heroicons/react/24/solid"; 6 | import { useRouter, usePathname, useSearchParams } from "next/navigation"; 7 | 8 | export default function Search() { 9 | const searchParams = useSearchParams(); 10 | const pathname = usePathname(); 11 | const { replace } = useRouter(); 12 | 13 | const [term, setTerm] = useState(""); 14 | 15 | function handleChange(ev: React.ChangeEvent) { 16 | setTerm(ev.target.value); 17 | } 18 | 19 | function handleSubmit(ev: React.FormEvent) { 20 | ev.preventDefault(); 21 | 22 | const params = new URLSearchParams(searchParams); 23 | 24 | if (term) { 25 | params.set("query", term); 26 | } else { 27 | params.delete("query"); 28 | } 29 | replace(`${pathname}?${params.toString()}`); 30 | } 31 | 32 | return ( 33 |
34 | 35 | 43 | 44 | ); 45 | } 46 | -------------------------------------------------------------------------------- /components/tag.module.css: -------------------------------------------------------------------------------- 1 | .tagLink { 2 | --shape-size: 13px; 3 | 4 | padding-right: var(--shape-size); 5 | } 6 | .tag { 7 | font-size: 0.75rem; 8 | text-transform: uppercase; 9 | background: rgba(var(--color-background-surface)); 10 | border-radius: var(--border-radius) 0 0 var(--border-radius); 11 | font-weight: 700; 12 | letter-spacing: 0.5px; 13 | color: rgba(var(--color-text-secondary)); 14 | padding: 0.375rem 0.3125rem 0.375rem 0.625rem; 15 | display: inline-flex; 16 | gap: 0.375rem; 17 | align-items: center; 18 | position: relative; 19 | white-space: nowrap; 20 | } 21 | .tag::after { 22 | content: ''; 23 | position: absolute; 24 | right: calc(-1 * var(--shape-size)); 25 | top: 50%; 26 | border-width: var(--shape-size) 0 var(--shape-size) var(--shape-size); 27 | border-style: solid; 28 | border-color: transparent transparent transparent rgba(var(--color-background-surface)); 29 | transform: translateY(-50%); 30 | } 31 | .tag > svg { 32 | width: 0.875rem; 33 | height: 0.875rem; 34 | opacity: var(--opacity-icon); 35 | } 36 | -------------------------------------------------------------------------------- /components/tag.tsx: -------------------------------------------------------------------------------- 1 | import Link from "next/link"; 2 | import styles from "./tag.module.css"; 3 | 4 | interface TagProps { 5 | name: string; 6 | } 7 | export default function Tag({ name }: TagProps) { 8 | return ( 9 | 10 | 11 | 12 | ); 13 | } 14 | -------------------------------------------------------------------------------- /config.ts: -------------------------------------------------------------------------------- 1 | export default { 2 | region: "us-east-1", 3 | repo: "https://github.com/sst/demo-ai-app", 4 | }; 5 | -------------------------------------------------------------------------------- /data/All_quiet_on_the_western_front_(2022_film).jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sst/demo-ai-app/94b4dfdea1a135274bd2b9ae7ac051e274eef5b2/data/All_quiet_on_the_western_front_(2022_film).jpg -------------------------------------------------------------------------------- /data/Avatar_The_Way_of_Water_poster.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sst/demo-ai-app/94b4dfdea1a135274bd2b9ae7ac051e274eef5b2/data/Avatar_The_Way_of_Water_poster.jpg -------------------------------------------------------------------------------- /data/Elvis_2022_poster.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sst/demo-ai-app/94b4dfdea1a135274bd2b9ae7ac051e274eef5b2/data/Elvis_2022_poster.jpg -------------------------------------------------------------------------------- /data/The_Banshees_of_Inisherin.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sst/demo-ai-app/94b4dfdea1a135274bd2b9ae7ac051e274eef5b2/data/The_Banshees_of_Inisherin.jpg -------------------------------------------------------------------------------- /data/Top_Gun_Maverick_Poster.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sst/demo-ai-app/94b4dfdea1a135274bd2b9ae7ac051e274eef5b2/data/Top_Gun_Maverick_Poster.jpg -------------------------------------------------------------------------------- /data/movies.data.ts: -------------------------------------------------------------------------------- 1 | export default { 2 | tags: [ 3 | { 4 | id: "post-apocalyptic", 5 | text: "post-apocalyptic", 6 | }, 7 | { 8 | id: "heist", 9 | text: "heist", 10 | }, 11 | { 12 | id: "superhero", 13 | text: "superhero", 14 | }, 15 | ], 16 | }; 17 | -------------------------------------------------------------------------------- /lib/dynamo.ts: -------------------------------------------------------------------------------- 1 | import { Resource } from "sst"; 2 | import { 3 | AttributeValue, 4 | DynamoDBClient, 5 | ScanCommand, 6 | } from "@aws-sdk/client-dynamodb"; 7 | import { 8 | BatchGetCommand, 9 | DynamoDBDocumentClient, 10 | GetCommand, 11 | } from "@aws-sdk/lib-dynamodb"; 12 | console.log(process.env); 13 | const dynamoClient = new DynamoDBClient({}); 14 | const docClient = DynamoDBDocumentClient.from(dynamoClient); 15 | 16 | export async function get() { 17 | let last: Record | undefined; 18 | const results = []; 19 | while (true) { 20 | console.log(last); 21 | const response = await docClient.send( 22 | new ScanCommand({ 23 | TableName: Resource.Movies.tableName, 24 | ExclusiveStartKey: last, 25 | }), 26 | ); 27 | if (!response.LastEvaluatedKey) { 28 | break; 29 | } 30 | results.push(...response.Items!); 31 | last = response.LastEvaluatedKey; 32 | } 33 | return results.map((item) => ({ 34 | id: item.id.S!, 35 | data: JSON.parse(item.data.S!), 36 | })); 37 | } 38 | 39 | export async function getById(id: string) { 40 | const result = await docClient.send( 41 | new GetCommand({ 42 | TableName: Resource.Movies.tableName, 43 | Key: { 44 | id, 45 | }, 46 | }), 47 | ); 48 | console.log(result.Item?.data); 49 | return { 50 | id: result.Item?.id! as string, 51 | data: JSON.parse(result.Item?.data!), 52 | }; 53 | } 54 | 55 | export async function batchGet(ids: string[]) { 56 | return ids.length === 0 57 | ? [] 58 | : await docClient 59 | .send( 60 | new BatchGetCommand({ 61 | RequestItems: { 62 | [Resource.Movies.tableName]: { 63 | Keys: ids.map((id) => ({ id: id })), 64 | }, 65 | }, 66 | }), 67 | ) 68 | .then((response) => 69 | response.Responses![Resource.Movies.tableName].map((item) => ({ 70 | id: item.id! as string, 71 | data: JSON.parse(item.data!), 72 | })), 73 | ); 74 | } 75 | -------------------------------------------------------------------------------- /lib/queue.ts: -------------------------------------------------------------------------------- 1 | export async function queue( 2 | concurrency: number, 3 | items: T[], 4 | processItem: (item: T) => Promise, 5 | ) { 6 | const workers = [...new Array(concurrency)]; 7 | await Promise.all( 8 | workers.map(async (_, index) => { 9 | let count = 0; 10 | while (true) { 11 | const item = items.pop(); 12 | if (!item) { 13 | break; 14 | } 15 | await processItem(item); 16 | count++; 17 | } 18 | }), 19 | ); 20 | } 21 | -------------------------------------------------------------------------------- /lib/rank.ts: -------------------------------------------------------------------------------- 1 | interface Result { 2 | score: number; 3 | metadata: { 4 | id: string; 5 | }; 6 | } 7 | export function rankMovies(input: Result[]) { 8 | const results = {} as Record; 9 | for (const result of input) { 10 | if (result.score < 0.79) continue; 11 | const existing = results[result.metadata.id] || 0; 12 | results[result.metadata.id] = existing + result.score; 13 | } 14 | return Object.keys(results).sort((a, b) => results[b] - results[a]); 15 | } 16 | -------------------------------------------------------------------------------- /load.ts: -------------------------------------------------------------------------------- 1 | import fs from "fs/promises"; 2 | import data from "./data/movies.data"; 3 | import { DynamoDBClient } from "@aws-sdk/client-dynamodb"; 4 | import { PutObjectCommand, S3Client } from "@aws-sdk/client-s3"; 5 | import { DynamoDBDocumentClient, PutCommand } from "@aws-sdk/lib-dynamodb"; 6 | 7 | import { Resource, VectorClient } from "sst"; 8 | import * as Cheerio from "cheerio"; 9 | import { queue } from "./lib/queue"; 10 | 11 | const s3 = new S3Client({}); 12 | const dynamoClient = new DynamoDBClient({}); 13 | const docClient = DynamoDBDocumentClient.from(dynamoClient); 14 | 15 | const vector = VectorClient("Vector"); 16 | 17 | async function load() { 18 | const ids = [ 19 | "tt0111161", 20 | "tt0468569", 21 | "tt1375666", 22 | "tt0137523", 23 | "tt0109830", 24 | "tt0110912", 25 | "tt0816692", 26 | "tt0133093", 27 | "tt0068646", 28 | "tt0120737", 29 | "tt0167260", 30 | "tt1345836", 31 | "tt0114369", 32 | "tt0167261", 33 | "tt1853728", 34 | "tt0172495", 35 | "tt0372784", 36 | "tt0361748", 37 | "tt0993846", 38 | "tt0102926", 39 | "tt0120815", 40 | "tt0848228", 41 | "tt7286456", 42 | "tt0076759", 43 | "tt0108052", 44 | "tt1130884", 45 | "tt0482571", 46 | "tt0407887", 47 | "tt0120689", 48 | "tt0499549", 49 | "tt0080684", 50 | "tt0071562", 51 | "tt0209144", 52 | "tt0088763", 53 | "tt0120338", 54 | "tt2015381", 55 | "tt4154796", 56 | "tt0099685", 57 | "tt0110413", 58 | "tt0169547", 59 | "tt0325980", 60 | "tt0910970", 61 | "tt4154756", 62 | "tt0266697", 63 | "tt0120586", 64 | "tt0120382", 65 | "tt0434409", 66 | "tt0103064", 67 | "tt0114814", 68 | "tt0110357", 69 | "tt0371746", 70 | "tt1049413", 71 | "tt0086190", 72 | "tt1431045", 73 | "tt0266543", 74 | "tt0081505", 75 | "tt0112573", 76 | "tt0105236", 77 | "tt0264464", 78 | "tt1392190", 79 | "tt0338013", 80 | "tt0073486", 81 | "tt0114709", 82 | "tt0107290", 83 | "tt2267998", 84 | "tt0119217", 85 | "tt0477348", 86 | "tt0167404", 87 | "tt0082971", 88 | "tt1392170", 89 | "tt0268978", 90 | "tt2488496", 91 | "tt0198781", 92 | "tt2582802", 93 | "tt0078748", 94 | "tt0095016", 95 | "tt1201607", 96 | "tt6751668", 97 | "tt1675434", 98 | "tt0088247", 99 | "tt2395427", 100 | "tt3659388", 101 | "tt0075314", 102 | "tt0086250", 103 | "tt0208092", 104 | "tt0253474", 105 | "tt0800369", 106 | "tt1300854", 107 | "tt1843866", 108 | "tt0180093", 109 | "tt0458339", 110 | "tt0435761", 111 | "tt2278388", 112 | "tt0066921", 113 | "tt1010048", 114 | "tt0145487", 115 | "tt0903624", 116 | "tt1663202", 117 | "tt1228705", 118 | "tt10872600", 119 | "tt0416449", 120 | "tt1454468", 121 | "tt0118715", 122 | "tt0050083", 123 | "tt0120915", 124 | "tt0241527", 125 | "tt0246578", 126 | "tt3498820", 127 | "tt0121766", 128 | "tt1119646", 129 | "tt0245429", 130 | "tt1825683", 131 | "tt7131622", 132 | "tt3315342", 133 | "tt2084970", 134 | "tt0947798", 135 | "tt0083658", 136 | "tt1205489", 137 | "tt0382932", 138 | "tt0770828", 139 | "tt3501632", 140 | "tt0480249", 141 | "tt0097576", 142 | "tt0060196", 143 | "tt0317705", 144 | "tt0378194", 145 | "tt1211837", 146 | "tt0317248", 147 | "tt1392214", 148 | "tt0401792", 149 | "tt0892769", 150 | "tt0211915", 151 | "tt0093058", 152 | "tt2096673", 153 | "tt1877830", 154 | "tt0383574", 155 | "tt8946378", 156 | "tt0090605", 157 | "tt2543164", 158 | "tt0121765", 159 | "tt1285016", 160 | "tt3896198", 161 | "tt2975590", 162 | "tt1160419", 163 | "tt1877832", 164 | "tt1045658", 165 | "tt2024544", 166 | "tt0118799", 167 | "tt2911666", 168 | "tt5013056", 169 | "tt1631867", 170 | "tt1074638", 171 | "tt0126029", 172 | "tt0117951", 173 | "tt1981115", 174 | "tt1270798", 175 | "tt1386697", 176 | "tt0116282", 177 | "tt0405159", 178 | "tt0478970", 179 | "tt1951264", 180 | "tt1136608", 181 | "tt0054215", 182 | "tt0062622", 183 | "tt0816711", 184 | "tt2250912", 185 | "tt0113277", 186 | "tt2802144", 187 | "tt1504320", 188 | "tt0078788", 189 | "tt1670345", 190 | "tt0144084", 191 | "tt0316654", 192 | "tt1170358", 193 | "tt0457430", 194 | "tt0780504", 195 | "tt0948470", 196 | "tt0451279", 197 | "tt0381061", 198 | "tt0421715", 199 | "tt0449088", 200 | "tt0295297", 201 | "tt0304141", 202 | "tt5052448", 203 | "tt3748528", 204 | "tt0107048", 205 | "tt0369610", 206 | "tt0330373", 207 | "tt0418279", 208 | "tt2527336", 209 | "tt1745960", 210 | "tt0988045", 211 | "tt0454876", 212 | "tt2562232", 213 | "tt8579674", 214 | "tt1798709", 215 | "tt2294629", 216 | "tt0440963", 217 | "tt4633694", 218 | "tt3783958", 219 | "tt0758758", 220 | "tt0073195", 221 | "tt3460252", 222 | "tt1637725", 223 | "tt0099785", 224 | "tt1856101", 225 | "tt0114746", 226 | "tt0120903", 227 | "tt1446714", 228 | "tt1024648", 229 | "tt0469494", 230 | "tt5463162", 231 | "tt0162222", 232 | "tt0413300", 233 | "tt0936501", 234 | "tt0373889", 235 | "tt0364569", 236 | "tt0234215", 237 | "tt0829482", 238 | "tt0075148", 239 | "tt0796366", 240 | "tt1156398", 241 | "tt0120363", 242 | "tt0119488", 243 | "tt0240772", 244 | "tt0120735", 245 | "tt0332280", 246 | "tt1219289", 247 | "tt0119654", 248 | "tt4154664", 249 | "tt15398776", 250 | "tt0116629", 251 | "tt0034583", 252 | "tt1276104", 253 | "tt3890160", 254 | "tt1396484", 255 | "tt2872718", 256 | "tt1232829", 257 | "tt0926084", 258 | "tt1250777", 259 | "tt0443706", 260 | "tt0365748", 261 | "tt1343092", 262 | "tt0417741", 263 | "tt11286314", 264 | "tt2119532", 265 | "tt1727824", 266 | "tt0450259", 267 | "tt0181689", 268 | "tt0470752", 269 | "tt0409459", 270 | "tt1323594", 271 | "tt6723592", 272 | "tt2380307", 273 | "tt6644200", 274 | "tt10811166", 275 | "tt0290334", 276 | "tt0258463", 277 | "tt0343818", 278 | "tt0096874", 279 | "tt0071853", 280 | "tt2310332", 281 | "tt0332452", 282 | "tt1298650", 283 | "tt0112641", 284 | "tt1570728", 285 | "tt1318514", 286 | "tt0454921", 287 | "tt6966692", 288 | "tt1022603", 289 | "tt1483013", 290 | "tt1457767", 291 | "tt5027774", 292 | "tt6320628", 293 | "tt0467406", 294 | "tt0945513", 295 | "tt1659337", 296 | "tt4972582", 297 | "tt0095953", 298 | "tt0242653", 299 | "tt2948356", 300 | "tt0376994", 301 | "tt2713180", 302 | "tt0097165", 303 | "tt0356910", 304 | "tt1872181", 305 | "tt0425112", 306 | "tt0087469", 307 | "tt1270797", 308 | "tt1411697", 309 | "tt2872732", 310 | "tt0314331", 311 | "tt0458525", 312 | "tt1663662", 313 | "tt0206634", 314 | "tt1229238", 315 | "tt2179136", 316 | "tt0367594", 317 | "tt0800080", 318 | "tt0099487", 319 | "tt0047396", 320 | "tt0289879", 321 | "tt0790636", 322 | "tt0057012", 323 | "tt1477834", 324 | "tt0268380", 325 | "tt0449059", 326 | "tt0441773", 327 | "tt0448157", 328 | "tt1979320", 329 | "tt6710474", 330 | "tt4425200", 331 | "tt3183660", 332 | "tt1790864", 333 | "tt0119116", 334 | "tt0298148", 335 | "tt1800241", 336 | "tt1895587", 337 | "tt1951265", 338 | "tt1408101", 339 | "tt0092099", 340 | "tt2245084", 341 | "tt0038650", 342 | "tt1291584", 343 | "tt0362227", 344 | "tt1568346", 345 | "tt0367882", 346 | "tt1430132", 347 | "tt1535109", 348 | "tt0398286", 349 | "tt1454029", 350 | "tt2527338", 351 | "tt1840309", 352 | "tt0372183", 353 | "tt1099212", 354 | "tt0335266", 355 | "tt1723121", 356 | "tt0327056", 357 | "tt1630029", 358 | "tt2980516", 359 | "tt1515091", 360 | "tt0101414", 361 | "tt0099088", 362 | "tt1596363", 363 | "tt0974015", 364 | "tt1677720", 365 | "tt0319262", 366 | "tt0407304", 367 | "tt0887912", 368 | "tt0217505", 369 | "tt0830515", 370 | "tt9419884", 371 | "tt1535108", 372 | "tt1499658", 373 | "tt0139654", 374 | "tt1517268", 375 | "tt0325710", 376 | "tt3397884", 377 | "tt0117060", 378 | "tt2103281", 379 | "tt2379713", 380 | "tt0033467", 381 | "tt0405422", 382 | "tt0387564", 383 | "tt0446029", 384 | "tt0317219", 385 | "tt0084787", 386 | "tt0103639", 387 | "tt1210166", 388 | "tt0780536", 389 | "tt3385516", 390 | "tt0319061", 391 | "tt0120616", 392 | "tt0382625", 393 | "tt0458352", 394 | "tt1950186", 395 | "tt1772341", 396 | "tt0070047", 397 | "tt0765429", 398 | "tt0093773", 399 | "tt0375679", 400 | "tt0093779", 401 | "tt0120591", 402 | "tt1605783", 403 | "tt1259521", 404 | "tt3170832", 405 | "tt5095030", 406 | "tt5580390", 407 | "tt0942385", 408 | "tt0360717", 409 | "tt1637688", 410 | "tt0087332", 411 | "tt0119567", 412 | "tt1355644", 413 | "tt0289043", 414 | "tt2382320", 415 | "tt0347149", 416 | "tt0217869", 417 | "tt1217209", 418 | "tt1014759", 419 | "tt0443453", 420 | "tt0092005", 421 | "tt0831387", 422 | "tt0091763", 423 | "tt0083866", 424 | "tt12361974", 425 | "tt2584384", 426 | "tt0105695", 427 | "tt1245492", 428 | "tt0351283", 429 | "tt0088847", 430 | "tt0163651", 431 | "tt1399103", 432 | "tt0369339", 433 | "tt0315327", 434 | "tt1187043", 435 | "tt11564570", 436 | "tt9376612", 437 | "tt0119698", 438 | "tt1055369", 439 | "tt1302006", 440 | "tt0032138", 441 | "tt0119174", 442 | "tt0377092", 443 | "tt0363771", 444 | "tt0086879", 445 | "tt0052357", 446 | "tt1690953", 447 | "tt0099674", 448 | "tt0079470", 449 | "tt0265086", 450 | "tt0337978", 451 | "tt3480822", 452 | "tt6146586", 453 | "tt1060277", 454 | "tt0181852", 455 | "tt2283362", 456 | "tt6264654", 457 | "tt0232500", 458 | "tt0110475", 459 | "tt1905041", 460 | "tt1517451", 461 | "tt1282140", 462 | "tt0361862", 463 | "tt0455944", 464 | "tt0840361", 465 | "tt2820852", 466 | "tt0349903", 467 | "tt0109686", 468 | "tt0405094", 469 | "tt2381249", 470 | "tt12593682", 471 | "tt0493464", 472 | "tt0112864", 473 | "tt1596343", 474 | "tt2294449", 475 | "tt0096895", 476 | "tt6334354", 477 | "tt0120912", 478 | "tt0104431", 479 | "tt2582846", 480 | "tt1542344", 481 | "tt0118971", 482 | "tt0119094", 483 | "tt1587310", 484 | "tt1190080", 485 | "tt0454848", 486 | "tt10648342", 487 | "tt1632708", 488 | "tt0230600", 489 | "tt8772262", 490 | "tt0443543", 491 | "tt0111257", 492 | "tt0317919", 493 | "tt0964517", 494 | "tt0317740", 495 | "tt0328107", 496 | "tt1453405", 497 | "tt1706620", 498 | "tt0408236", 499 | "tt1490017", 500 | "tt0117571", 501 | "tt1409024", 502 | "tt0286106", 503 | "tt0091042", 504 | "tt0478311", 505 | "tt8367814", 506 | "tt0338751", 507 | "tt0162661", 508 | "tt0099423", 509 | "tt2194499", 510 | "tt0448115", 511 | "tt1068680", 512 | "tt2737304", 513 | "tt0166924", 514 | "tt9032400", 515 | "tt0388795", 516 | "tt0343660", 517 | "tt0147800", 518 | "tt0357413", 519 | "tt0081398", 520 | "tt0438488", 521 | "tt3778644", 522 | "tt1182345", 523 | "tt0120755", 524 | "tt0087843", 525 | "tt1907668", 526 | "tt9764362", 527 | "tt0477347", 528 | "tt0396269", 529 | "tt4912910", 530 | "tt1371111", 531 | "tt0107688", 532 | "tt0096283", 533 | "tt0113497", 534 | "tt0363163", 535 | "tt0298130", 536 | "tt3521164", 537 | "tt2948372", 538 | "tt0120663", 539 | "tt0395169", 540 | "tt0360486", 541 | "tt0119396", 542 | "tt7784604", 543 | "tt1951266", 544 | "tt1650062", 545 | "tt1065073", 546 | "tt3799694", 547 | "tt1748122", 548 | "tt0496806", 549 | "tt6791350", 550 | "tt0047478", 551 | "tt1320253", 552 | "tt0790724", 553 | "tt1646971", 554 | "tt0077416", 555 | "tt2106476", 556 | "tt4649466", 557 | "tt0878804", 558 | "tt1231583", 559 | "tt2798920", 560 | "tt0910936", 561 | "tt0117500", 562 | "tt1403865", 563 | "tt0100405", 564 | "tt1104001", 565 | "tt0389860", 566 | "tt1041829", 567 | "tt0822854", 568 | "tt0212338", 569 | "tt0368891", 570 | "tt0433035", 571 | "tt0120601", 572 | "tt2788710", 573 | "tt1179933", 574 | "tt0100802", 575 | "tt0887883", 576 | "tt0213149", 577 | "tt1193138", 578 | "tt0462538", 579 | "tt0167190", 580 | "tt0064116", 581 | "tt0071315", 582 | "tt0238380", 583 | "tt0110148", 584 | "tt1707386", 585 | "tt0053125", 586 | "tt0209163", 587 | "tt3731562", 588 | "tt0120667", 589 | "tt1306980", 590 | "tt7653254", 591 | "tt1790809", 592 | "tt4881806", 593 | "tt0163025", 594 | "tt0359950", 595 | "tt0125439", 596 | "tt0116367", 597 | "tt1037705", 598 | "tt1591095", 599 | "tt0884328", 600 | "tt0970179", 601 | "tt6857112", 602 | "tt9362722", 603 | "tt0112471", 604 | "tt0399295", 605 | "tt0094721", 606 | "tt2322441", 607 | "tt0386588", 608 | "tt1951261", 609 | "tt0031381", 610 | "tt2771200", 611 | "tt1645170", 612 | "tt0056592", 613 | "tt0119528", 614 | "tt2109248", 615 | "tt1638355", 616 | "tt0413267", 617 | "tt0119008", 618 | "tt0381849", 619 | "tt0944835", 620 | "tt0472043", 621 | "tt0190590", 622 | "tt4975722", 623 | "tt0094226", 624 | "tt1981677", 625 | "tt2004420", 626 | "tt0129387", 627 | "tt0332379", 628 | "tt0175880", 629 | "tt0399201", 630 | "tt3682448", 631 | "tt3606756", 632 | "tt0453467", 633 | "tt0414387", 634 | "tt0103776", 635 | "tt0425210", 636 | "tt0105323", 637 | "tt1245526", 638 | "tt0109040", 639 | "tt4925292", 640 | "tt0489099", 641 | "tt0212720", 642 | "tt1764651", 643 | "tt1397280", 644 | "tt0119177", 645 | "tt0457939", 646 | "tt10366206", 647 | "tt0293662", 648 | "tt1125849", 649 | "tt7888964", 650 | "tt1152836", 651 | "tt0103644", 652 | "tt1790885", 653 | "tt3110958", 654 | "tt0298203", 655 | "tt0118880", 656 | "tt0119822", 657 | "tt0449467", 658 | "tt1197624", 659 | "tt0838283", 660 | "tt2140479", 661 | "tt0278504", 662 | "tt0120201", 663 | "tt0106977", 664 | "tt1598778", 665 | "tt1194173", 666 | "tt1253863", 667 | "tt0814314", 668 | "tt5727208", 669 | "tt0120762", 670 | "tt1302011", 671 | "tt0112384", 672 | "tt7991608", 673 | "tt0120623", 674 | "tt0265666", 675 | "tt1028528", 676 | "tt5311514", 677 | "tt0056172", 678 | "tt0320661", 679 | "tt0319343", 680 | "tt1013752", 681 | "tt0808151", 682 | "tt3076658", 683 | "tt4034228", 684 | "tt1478338", 685 | "tt1028532", 686 | "tt5726616", 687 | "tt1485796", 688 | "tt4123430", 689 | "tt0379786", 690 | "tt1091191", 691 | "tt0077651", 692 | "tt0095327", 693 | "tt0473075", 694 | "tt2397535", 695 | "tt4550098", 696 | "tt1735898", 697 | "tt2316204", 698 | "tt0800039", 699 | "tt0120669", 700 | "tt2277860", 701 | "tt1259571", 702 | "tt9114286", 703 | "tt0203009", 704 | "tt0077631", 705 | "tt7349950", 706 | "tt0783233", 707 | "tt4160708", 708 | "tt3065204", 709 | "tt1213663", 710 | "tt0121164", 711 | "tt0463985", 712 | "tt0120611", 713 | "tt0089218", 714 | "tt1133985", 715 | "tt4263482", 716 | "tt3263904", 717 | "tt0322259", 718 | "tt0258000", 719 | ]; 720 | 721 | for (const id of ids) { 722 | const path = `./data/imdb/${id}.html`; 723 | const exists = await fs 724 | .stat(path) 725 | .then(() => true) 726 | .catch(() => false); 727 | if (exists) continue; 728 | console.log("downloading", id); 729 | const body = await fetch(`https://www.imdb.com/title/${id}/plotsummary/`, { 730 | headers: { 731 | "User-Agent": 732 | "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/58.0.3029.110 Safari/537.36", 733 | "Accept-Language": "en-US,en;q=0.9", 734 | }, 735 | }).then((res) => { 736 | if (res.status !== 200) throw new Error("Failed to download"); 737 | return res.text(); 738 | }); 739 | await fs.writeFile(path, body); 740 | } 741 | 742 | await vector.remove({ 743 | include: { 744 | type: "tag", 745 | }, 746 | }); 747 | 748 | for (const tag of data.tags) { 749 | console.log(`Adding tag ${tag.id}...`); 750 | 751 | await vector.ingest({ 752 | text: tag.text, 753 | metadata: { type: "tag", id: tag.id }, 754 | }); 755 | } 756 | 757 | let index = 0; 758 | await queue(25, ids, async (id) => { 759 | const path = `./data/imdb/${id}.html`; 760 | const body = await fs.readFile(path); 761 | const $ = Cheerio.load(body); 762 | const year = parseInt( 763 | $("title") 764 | .text() 765 | .match(/\((\d+)\)/)?.[1] || "0", 766 | ); 767 | const title = $("[data-testid=subtitle]").text().trim(); 768 | const summary = $("[data-testid=sub-section-summaries] li:first-child") 769 | .text() 770 | .trim(); 771 | console.log("processing", id, title); 772 | const poster = $("meta[property='og:image']").attr("content")!; 773 | 774 | $("[data-testid=sub-section-synopsis] br").replaceWith("\n"); 775 | const synopsis = $("[data-testid=sub-section-synopsis]") 776 | .text() 777 | .split("\n") 778 | .filter(Boolean); 779 | 780 | await s3.send( 781 | new PutObjectCommand({ 782 | Bucket: Resource.Assets.bucketName, 783 | Key: "posters/" + id + ".jpg", 784 | ContentType: "image/jpeg", 785 | Body: await fetch(poster).then((res) => res.arrayBuffer() as any), 786 | }), 787 | ); 788 | 789 | await vector.remove({ 790 | include: { 791 | type: "movie", 792 | id, 793 | }, 794 | }); 795 | for (let i = 0; i < synopsis.length; i++) { 796 | await vector.ingest({ 797 | text: synopsis[i], 798 | metadata: { type: "movie", id, source: "synopsis", chunk: i }, 799 | }); 800 | } 801 | 802 | const tags = [] as any[]; 803 | for (const tag of data.tags) { 804 | const ret = await vector.retrieve({ 805 | text: tag.text, 806 | include: { type: "movie", id }, 807 | }); 808 | 809 | if ( 810 | ret.results.length > 0 && 811 | ret.results.filter((s: any) => s.score >= 0.79).length > 2 812 | ) { 813 | tags.push(tag.id); 814 | } 815 | } 816 | console.log(title, tags, Resource.Movies.tableName); 817 | 818 | await docClient.send( 819 | new PutCommand({ 820 | TableName: Resource.Movies.tableName, 821 | Item: { 822 | id, 823 | data: JSON.stringify({ 824 | title, 825 | about: summary, 826 | synopsis, 827 | poster: `https://${Resource.Assets.bucketName}.s3.amazonaws.com/posters/${id}.jpg`, 828 | id, 829 | tags, 830 | year, 831 | }), 832 | }, 833 | }), 834 | ); 835 | console.log("Finished", ++index); 836 | }); 837 | return; 838 | } 839 | 840 | load() 841 | .then(() => { 842 | console.log("Done"); 843 | }) 844 | .catch((err) => { 845 | console.error(err); 846 | }); 847 | -------------------------------------------------------------------------------- /next.config.js: -------------------------------------------------------------------------------- 1 | /** @type {import('next').NextConfig} */ 2 | const nextConfig = { 3 | images: { 4 | remotePatterns: [ 5 | { 6 | protocol: "https", 7 | hostname: "*.amazonaws.com", 8 | }, 9 | ], 10 | }, 11 | }; 12 | 13 | module.exports = nextConfig; 14 | -------------------------------------------------------------------------------- /package-lock.json: -------------------------------------------------------------------------------- 1 | { 2 | "name": "my-ion-app", 3 | "version": "0.1.0", 4 | "lockfileVersion": 3, 5 | "requires": true, 6 | "packages": { 7 | "": { 8 | "name": "my-ion-app", 9 | "version": "0.1.0", 10 | "dependencies": { 11 | "@heroicons/react": "^2.1.1", 12 | "aws-sdk": "^2.1532.0", 13 | "file-type": "^19.0.0", 14 | "next": "14.0.4", 15 | "react": "^18", 16 | "react-dom": "^18", 17 | "sst": "^3.0.1-11", 18 | "tsx": "^4.7.0" 19 | }, 20 | "devDependencies": { 21 | "@types/node": "^20", 22 | "@types/react": "^18", 23 | "@types/react-dom": "^18", 24 | "typescript": "^5" 25 | } 26 | }, 27 | "node_modules/@aws-crypto/crc32": { 28 | "version": "3.0.0", 29 | "resolved": "https://registry.npmjs.org/@aws-crypto/crc32/-/crc32-3.0.0.tgz", 30 | "integrity": "sha512-IzSgsrxUcsrejQbPVilIKy16kAT52EwB6zSaI+M3xxIhKh5+aldEyvI+z6erM7TCLB2BJsFrtHjp6/4/sr+3dA==", 31 | "dependencies": { 32 | "@aws-crypto/util": "^3.0.0", 33 | "@aws-sdk/types": "^3.222.0", 34 | "tslib": "^1.11.1" 35 | } 36 | }, 37 | "node_modules/@aws-crypto/crc32/node_modules/tslib": { 38 | "version": "1.14.1", 39 | "resolved": "https://registry.npmjs.org/tslib/-/tslib-1.14.1.tgz", 40 | "integrity": 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"@aws-sdk/lib-dynamodb": "^3.494.0", 15 | "@heroicons/react": "^2.1.1", 16 | "aws-sdk": "^2.1532.0", 17 | "cheerio": "1.0.0-rc.12", 18 | "file-type": "^19.0.0", 19 | "next": "14.0.4", 20 | "react": "^18", 21 | "react-dom": "^18", 22 | "sst": "3.0.1-13", 23 | "tsx": "^4.7.0" 24 | }, 25 | "devDependencies": { 26 | "@types/node": "^20", 27 | "@types/react": "^18", 28 | "@types/react-dom": "^18", 29 | "typescript": "^5" 30 | } 31 | } 32 | -------------------------------------------------------------------------------- /public/apple-touch-icon.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sst/demo-ai-app/94b4dfdea1a135274bd2b9ae7ac051e274eef5b2/public/apple-touch-icon.png -------------------------------------------------------------------------------- /public/favicon.ico: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sst/demo-ai-app/94b4dfdea1a135274bd2b9ae7ac051e274eef5b2/public/favicon.ico -------------------------------------------------------------------------------- /public/icon.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sst/demo-ai-app/94b4dfdea1a135274bd2b9ae7ac051e274eef5b2/public/icon.png -------------------------------------------------------------------------------- /public/opengraph-image.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sst/demo-ai-app/94b4dfdea1a135274bd2b9ae7ac051e274eef5b2/public/opengraph-image.png -------------------------------------------------------------------------------- /screenshot.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sst/demo-ai-app/94b4dfdea1a135274bd2b9ae7ac051e274eef5b2/screenshot.png -------------------------------------------------------------------------------- /sst-env.d.ts: -------------------------------------------------------------------------------- 1 | /// 2 | 3 | -------------------------------------------------------------------------------- /sst.config.ts: -------------------------------------------------------------------------------- 1 | /// 2 | 3 | export default $config({ 4 | app(input) { 5 | return { 6 | name: "movies", 7 | removalPolicy: input?.stage === "production" ? "retain" : "remove", 8 | providers: { 9 | aws: { 10 | profile: input?.stage === "production" ? "sst-production" : undefined, 11 | }, 12 | }, 13 | }; 14 | }, 15 | async run() { 16 | const db = new aws.dynamodb.Table("Movies", { 17 | hashKey: "id", 18 | billingMode: "PAY_PER_REQUEST", 19 | attributes: [{ name: "id", type: "S" }], 20 | }); 21 | 22 | const bucket = new sst.Bucket("Assets", { 23 | public: true, 24 | }); 25 | 26 | const vector = new sst.Vector("Vector", { 27 | model: "text-embedding-ada-002", 28 | openAiApiKey: new sst.Secret("OpenAiApiKey").value, 29 | }); 30 | 31 | const site = new sst.Nextjs("Web", { 32 | link: [db, bucket, vector], 33 | domain: $app.stage === "production" ? "movies.sst.dev" : undefined, 34 | }); 35 | 36 | return { 37 | Table: db.name, 38 | Bucket: bucket.name, 39 | }; 40 | }, 41 | }); 42 | -------------------------------------------------------------------------------- /tsconfig.json: -------------------------------------------------------------------------------- 1 | { 2 | "compilerOptions": { 3 | "target": "es5", 4 | "lib": ["dom", "dom.iterable", "esnext"], 5 | "allowJs": true, 6 | "skipLibCheck": true, 7 | "downlevelIteration": true, 8 | "strict": true, 9 | "noEmit": true, 10 | "esModuleInterop": true, 11 | "module": "esnext", 12 | "moduleResolution": "bundler", 13 | "resolveJsonModule": true, 14 | "isolatedModules": true, 15 | "jsx": "preserve", 16 | "incremental": true, 17 | "plugins": [ 18 | { 19 | "name": "next" 20 | } 21 | ], 22 | "paths": { 23 | "@/*": ["./*"] 24 | } 25 | }, 26 | "include": ["next-env.d.ts", "**/*.ts", "**/*.tsx", ".next/types/**/*.ts"], 27 | "exclude": ["node_modules", "sst.config.ts"] 28 | } 29 | --------------------------------------------------------------------------------