commit a58df1cb8ed983562fbb2a69bee2f0a8a6824b2e
Author: Gabriel Kaszewski <gabrielkaszewski@gmail.com>
Date:   Sun Jul 20 13:38:44 2025 +0200

    init

diff --git a/.env.example b/.env.example
new file mode 100644
index 0000000..63e0c93
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+++ b/.env.example
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diff --git a/.gitignore b/.gitignore
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+checksum = "ea2f10b9bb0928dfb1b42b65e1f9e36f7f54dbdf08457afefb38afcdec4fa2bb"
+
+[[package]]
+name = "wyz"
+version = "0.5.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "05f360fc0b24296329c78fda852a1e9ae82de9cf7b27dae4b7f62f118f77b9ed"
+dependencies = [
+ "tap",
+]
+
+[[package]]
+name = "yoke"
+version = "0.8.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "5f41bb01b8226ef4bfd589436a297c53d118f65921786300e427be8d487695cc"
+dependencies = [
+ "serde",
+ "stable_deref_trait",
+ "yoke-derive",
+ "zerofrom",
+]
+
+[[package]]
+name = "yoke-derive"
+version = "0.8.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "38da3c9736e16c5d3c8c597a9aaa5d1fa565d0532ae05e27c24aa62fb32c0ab6"
+dependencies = [
+ "proc-macro2",
+ "quote",
+ "syn 2.0.104",
+ "synstructure",
+]
+
+[[package]]
+name = "zerocopy"
+version = "0.8.26"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "1039dd0d3c310cf05de012d8a39ff557cb0d23087fd44cad61df08fc31907a2f"
+dependencies = [
+ "zerocopy-derive",
+]
+
+[[package]]
+name = "zerocopy-derive"
+version = "0.8.26"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "9ecf5b4cc5364572d7f4c329661bcc82724222973f2cab6f050a4e5c22f75181"
+dependencies = [
+ "proc-macro2",
+ "quote",
+ "syn 2.0.104",
+]
+
+[[package]]
+name = "zerofrom"
+version = "0.1.6"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "50cc42e0333e05660c3587f3bf9d0478688e15d870fab3346451ce7f8c9fbea5"
+dependencies = [
+ "zerofrom-derive",
+]
+
+[[package]]
+name = "zerofrom-derive"
+version = "0.1.6"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "d71e5d6e06ab090c67b5e44993ec16b72dcbaabc526db883a360057678b48502"
+dependencies = [
+ "proc-macro2",
+ "quote",
+ "syn 2.0.104",
+ "synstructure",
+]
+
+[[package]]
+name = "zeroize"
+version = "1.8.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "ced3678a2879b30306d323f4542626697a464a97c0a07c9aebf7ebca65cd4dde"
+
+[[package]]
+name = "zerotrie"
+version = "0.2.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "36f0bbd478583f79edad978b407914f61b2972f5af6fa089686016be8f9af595"
+dependencies = [
+ "displaydoc",
+ "yoke",
+ "zerofrom",
+]
+
+[[package]]
+name = "zerovec"
+version = "0.11.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "4a05eb080e015ba39cc9e23bbe5e7fb04d5fb040350f99f34e338d5fdd294428"
+dependencies = [
+ "yoke",
+ "zerofrom",
+ "zerovec-derive",
+]
+
+[[package]]
+name = "zerovec-derive"
+version = "0.11.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "5b96237efa0c878c64bd89c436f661be4e46b2f3eff1ebb976f7ef2321d2f58f"
+dependencies = [
+ "proc-macro2",
+ "quote",
+ "syn 2.0.104",
+]
diff --git a/Cargo.toml b/Cargo.toml
new file mode 100644
index 0000000..8821bfa
--- /dev/null
+++ b/Cargo.toml
@@ -0,0 +1,22 @@
+[package]
+name = "rick-and-morty"
+version = "0.1.0"
+edition = "2024"
+
+[dependencies]
+anyhow = "1.0.98"
+axum = { version = "0.8.4", features = ["macros"] }
+dotenvy = "0.15.7"
+futures-util = "0.3.31"
+http = "1.3.1"
+mongodb = "3.2.4"
+once_cell = "1.21.3"
+reqwest = { version = "0.12.22", features = ["json"] }
+serde = { version = "1.0.219", features = ["derive"] }
+serde_json = "1.0.140"
+tokio = { version = "1.46.1", features = [] }
+tower = { version = "0.5.2", features = ["util"] }
+tower-http = { version = "0.6.6", features = ["cors", "fs", "trace"] }
+tracing = "0.1.41"
+tracing-log = "0.2.0"
+tracing-subscriber = { version = "0.3.19", features = ["env-filter", "fmt"] }
diff --git a/Dockerfile b/Dockerfile
new file mode 100644
index 0000000..3b9629f
--- /dev/null
+++ b/Dockerfile
@@ -0,0 +1,24 @@
+FROM node:latest AS frontend-builder
+WORKDIR /app
+COPY frontend/package*.json ./
+RUN npm install
+COPY frontend/ ./
+RUN npm run build
+
+FROM rust:1.87-slim AS backend-builder
+WORKDIR /app
+RUN apt-get update && \
+    apt-get install -y pkg-config libssl-dev build-essential ca-certificates
+
+COPY src/ src/
+COPY Cargo.toml Cargo.lock ./
+RUN cargo build --release
+
+FROM debian:bookworm-slim
+WORKDIR /app
+RUN apt-get update && apt-get install -y ca-certificates openssl && rm -rf /var/lib/apt/lists/*
+COPY --from=backend-builder /app/target/release/rick-and-morty .
+COPY --from=frontend-builder /app/dist ./frontend/dist
+EXPOSE 8000
+
+CMD ["./rick-and-morty"]
\ No newline at end of file
diff --git a/compose.yml b/compose.yml
new file mode 100644
index 0000000..a85dc4a
--- /dev/null
+++ b/compose.yml
@@ -0,0 +1,26 @@
+services:
+  mongo:
+    image: mongo:6.0
+    container_name: rick_and_morty_mongo
+    restart: unless-stopped
+    ports:
+      - "27017:27017"
+    environment:
+      MONGO_INITDB_DATABASE: rick_and_morty
+    volumes:
+      - mongo-data:/data/db
+  app:
+    build: .
+    container_name: rick_and_morty_app
+    depends_on:
+      - mongo
+    environment:
+      MONGODB_URI: mongodb://mongo:27017
+      DB_NAME: rick_and_morty
+      BIND_ADDR: 0.0.0.0:8000
+    ports:
+      - "8000:8000"
+    restart: unless-stopped
+
+volumes:
+  mongo-data:
diff --git a/frontend/.gitignore b/frontend/.gitignore
new file mode 100644
index 0000000..a547bf3
--- /dev/null
+++ b/frontend/.gitignore
@@ -0,0 +1,24 @@
+# Logs
+logs
+*.log
+npm-debug.log*
+yarn-debug.log*
+yarn-error.log*
+pnpm-debug.log*
+lerna-debug.log*
+
+node_modules
+dist
+dist-ssr
+*.local
+
+# Editor directories and files
+.vscode/*
+!.vscode/extensions.json
+.idea
+.DS_Store
+*.suo
+*.ntvs*
+*.njsproj
+*.sln
+*.sw?
diff --git a/frontend/README.md b/frontend/README.md
new file mode 100644
index 0000000..7959ce4
--- /dev/null
+++ b/frontend/README.md
@@ -0,0 +1,69 @@
+# React + TypeScript + Vite
+
+This template provides a minimal setup to get React working in Vite with HMR and some ESLint rules.
+
+Currently, two official plugins are available:
+
+- [@vitejs/plugin-react](https://github.com/vitejs/vite-plugin-react/blob/main/packages/plugin-react) uses [Babel](https://babeljs.io/) for Fast Refresh
+- [@vitejs/plugin-react-swc](https://github.com/vitejs/vite-plugin-react/blob/main/packages/plugin-react-swc) uses [SWC](https://swc.rs/) for Fast Refresh
+
+## Expanding the ESLint configuration
+
+If you are developing a production application, we recommend updating the configuration to enable type-aware lint rules:
+
+```js
+export default tseslint.config([
+  globalIgnores(['dist']),
+  {
+    files: ['**/*.{ts,tsx}'],
+    extends: [
+      // Other configs...
+
+      // Remove tseslint.configs.recommended and replace with this
+      ...tseslint.configs.recommendedTypeChecked,
+      // Alternatively, use this for stricter rules
+      ...tseslint.configs.strictTypeChecked,
+      // Optionally, add this for stylistic rules
+      ...tseslint.configs.stylisticTypeChecked,
+
+      // Other configs...
+    ],
+    languageOptions: {
+      parserOptions: {
+        project: ['./tsconfig.node.json', './tsconfig.app.json'],
+        tsconfigRootDir: import.meta.dirname,
+      },
+      // other options...
+    },
+  },
+])
+```
+
+You can also install [eslint-plugin-react-x](https://github.com/Rel1cx/eslint-react/tree/main/packages/plugins/eslint-plugin-react-x) and [eslint-plugin-react-dom](https://github.com/Rel1cx/eslint-react/tree/main/packages/plugins/eslint-plugin-react-dom) for React-specific lint rules:
+
+```js
+// eslint.config.js
+import reactX from 'eslint-plugin-react-x'
+import reactDom from 'eslint-plugin-react-dom'
+
+export default tseslint.config([
+  globalIgnores(['dist']),
+  {
+    files: ['**/*.{ts,tsx}'],
+    extends: [
+      // Other configs...
+      // Enable lint rules for React
+      reactX.configs['recommended-typescript'],
+      // Enable lint rules for React DOM
+      reactDom.configs.recommended,
+    ],
+    languageOptions: {
+      parserOptions: {
+        project: ['./tsconfig.node.json', './tsconfig.app.json'],
+        tsconfigRootDir: import.meta.dirname,
+      },
+      // other options...
+    },
+  },
+])
+```
diff --git a/frontend/bun.lockb b/frontend/bun.lockb
new file mode 100755
index 0000000..976b69b
Binary files /dev/null and b/frontend/bun.lockb differ
diff --git a/frontend/eslint.config.js b/frontend/eslint.config.js
new file mode 100644
index 0000000..d94e7de
--- /dev/null
+++ b/frontend/eslint.config.js
@@ -0,0 +1,23 @@
+import js from '@eslint/js'
+import globals from 'globals'
+import reactHooks from 'eslint-plugin-react-hooks'
+import reactRefresh from 'eslint-plugin-react-refresh'
+import tseslint from 'typescript-eslint'
+import { globalIgnores } from 'eslint/config'
+
+export default tseslint.config([
+  globalIgnores(['dist']),
+  {
+    files: ['**/*.{ts,tsx}'],
+    extends: [
+      js.configs.recommended,
+      tseslint.configs.recommended,
+      reactHooks.configs['recommended-latest'],
+      reactRefresh.configs.vite,
+    ],
+    languageOptions: {
+      ecmaVersion: 2020,
+      globals: globals.browser,
+    },
+  },
+])
diff --git a/frontend/index.html b/frontend/index.html
new file mode 100644
index 0000000..b2b9cab
--- /dev/null
+++ b/frontend/index.html
@@ -0,0 +1,13 @@
+<!DOCTYPE html>
+<html lang="en">
+  <head>
+    <meta charset="UTF-8" />
+    <link rel="icon" type="image/ico" href="/favicon.ico" />
+    <meta name="viewport" content="width=device-width, initial-scale=1.0" />
+    <title>Rick and Morty Tournament</title>
+  </head>
+  <body>
+    <div id="root"></div>
+    <script type="module" src="/src/main.tsx"></script>
+  </body>
+</html>
diff --git a/frontend/package.json b/frontend/package.json
new file mode 100644
index 0000000..06294db
--- /dev/null
+++ b/frontend/package.json
@@ -0,0 +1,31 @@
+{
+  "name": "frontend",
+  "private": true,
+  "version": "0.0.0",
+  "type": "module",
+  "scripts": {
+    "dev": "vite",
+    "build": "tsc -b && vite build",
+    "lint": "eslint .",
+    "preview": "vite preview"
+  },
+  "dependencies": {
+    "@tailwindcss/vite": "^4.1.11",
+    "react": "^19.1.0",
+    "react-dom": "^19.1.0",
+    "tailwindcss": "^4.1.11"
+  },
+  "devDependencies": {
+    "@eslint/js": "^9.30.1",
+    "@types/react": "^19.1.8",
+    "@types/react-dom": "^19.1.6",
+    "@vitejs/plugin-react-swc": "^3.10.2",
+    "eslint": "^9.30.1",
+    "eslint-plugin-react-hooks": "^5.2.0",
+    "eslint-plugin-react-refresh": "^0.4.20",
+    "globals": "^16.3.0",
+    "typescript": "~5.8.3",
+    "typescript-eslint": "^8.35.1",
+    "vite": "^7.0.3"
+  }
+}
diff --git a/frontend/public/favicon.ico b/frontend/public/favicon.ico
new file mode 100644
index 0000000..c7a0801
Binary files /dev/null and b/frontend/public/favicon.ico differ
diff --git a/frontend/public/morty.png b/frontend/public/morty.png
new file mode 100644
index 0000000..b230308
Binary files /dev/null and b/frontend/public/morty.png differ
diff --git a/frontend/src/App.tsx b/frontend/src/App.tsx
new file mode 100644
index 0000000..13f8ded
--- /dev/null
+++ b/frontend/src/App.tsx
@@ -0,0 +1,137 @@
+// src/App.tsx
+import React, { useEffect, useState } from "react";
+import { getCharacters, rateCharacters } from "./api";
+import type { Character } from "./types";
+import { Card } from "./components/card";
+import { Table } from "./components/table";
+import { getId } from "./utils";
+
+function getRandomIndex(length: number) {
+  return Math.floor(Math.random() * length);
+}
+
+function getRandomPair(characters: Character[], lastPair: [number, number]) {
+  if (characters.length < 2) return [null, null];
+
+  let firstIndex = getRandomIndex(characters.length);
+  let secondIndex = getRandomIndex(characters.length);
+
+  while (
+    firstIndex === lastPair[0] ||
+    secondIndex === lastPair[1] ||
+    firstIndex === secondIndex
+  ) {
+    firstIndex = getRandomIndex(characters.length);
+    secondIndex = getRandomIndex(characters.length);
+  }
+  return [characters[firstIndex], characters[secondIndex]];
+}
+
+const App: React.FC = () => {
+  const [characters, setCharacters] = useState<Character[]>([]);
+  const [rivals, setRivals] = useState<[Character | null, Character | null]>([
+    null,
+    null,
+  ]);
+  const [voting, setVoting] = useState(false);
+  const [, setVotedLeft] = useState(false);
+  const [skipped, setSkipped] = useState(false);
+  const [lastPair] = useState<[number, number]>([0, 0]);
+  const currentYear = new Date().getFullYear();
+
+  useEffect(() => {
+    (async () => {
+      const chars = await getCharacters();
+      setCharacters(chars);
+      const [first, second] = getRandomPair(chars, lastPair);
+      setRivals([first, second]);
+    })();
+  }, []);
+
+  const generateNewRivals = () => {
+    const [first, second] = getRandomPair(characters, lastPair);
+    setRivals([first, second]);
+  };
+
+  const handleVote = async (winnerIdx: 0 | 1, loserIdx: 0 | 1) => {
+    if (voting || !rivals[winnerIdx] || !rivals[loserIdx]) return;
+    setVoting(true);
+    setVotedLeft(winnerIdx === 0);
+    const winnerId = getId(rivals[winnerIdx]);
+    const loserId = getId(rivals[loserIdx]);
+    if (!winnerId || !loserId) return;
+    await rateCharacters(winnerId, loserId);
+    const chars = await getCharacters();
+    setCharacters(chars);
+    setTimeout(() => {
+      setVoting(false);
+      generateNewRivals();
+    }, 1000);
+  };
+
+  const handleSkip = () => {
+    setSkipped(true);
+    setTimeout(() => {
+      setSkipped(false);
+      generateNewRivals();
+    }, 1000);
+  };
+
+  return (
+    <div className="flex flex-col w-full min-h-screen items-center bg-gray-900 gap-2">
+      <h1 className="text-center text-white text-7xl">Rick & Morty</h1>
+      <h2 className="text-center text-white text-5xl">Tournament</h2>
+      <div className="bg-gray-700 flex flex-col justify-center rounded p-2 shadow-lg m-4">
+        <h1 className="text-center text-white text-2xl font-bold">
+          How does it work?
+        </h1>
+        <p className="text-center text-white">
+          Below there are two cards with two characters.
+        </p>
+        <p className="text-center text-white">
+          Choose whichever character you like better.
+        </p>
+        <p className="text-center text-white">Enjoy!</p>
+      </div>
+      {/* Loader can be added here */}
+      <div className="flex flex-wrap flex-row gap-1 items-center justify-center w-full">
+        {rivals[0] && (
+          <Card
+            data={rivals[0]}
+            isClicked={voting}
+            skipped={skipped}
+            onClick={() => handleVote(0, 1)}
+            isRight={false}
+          />
+        )}
+        {rivals[1] && (
+          <Card
+            data={rivals[1]}
+            isClicked={voting}
+            skipped={skipped}
+            onClick={() => handleVote(1, 0)}
+            isRight={true}
+          />
+        )}
+      </div>
+      {rivals[0] && (
+        <>
+          <button
+            className="bg-gray-50 p-2 rounded w-24 shadow"
+            onClick={handleSkip}
+          >
+            Skip &gt;&gt;
+          </button>
+          <h1 className="text-white text-4xl">Top 10</h1>
+          <Table characters={characters.slice(0, 10)} />
+        </>
+      )}
+      <span className="flex-1"></span>
+      <p className="m-1 text-white">
+        Copyright {currentYear} Gabriel Kaszewski
+      </p>
+    </div>
+  );
+};
+
+export default App;
diff --git a/frontend/src/api.ts b/frontend/src/api.ts
new file mode 100644
index 0000000..4f92e31
--- /dev/null
+++ b/frontend/src/api.ts
@@ -0,0 +1,14 @@
+import type { Character } from './types';
+
+export const getCharacters = async (): Promise<Character[]> => {
+    const res = await fetch('/characters');
+    return res.json();
+};
+
+export const rateCharacters = async (winnerId: string, loserId: string) => {
+    await fetch('/rate', {
+        method: 'POST',
+        headers: { 'Content-Type': 'application/json' },
+        body: JSON.stringify({ winner_id: winnerId, loser_id: loserId }),
+    });
+};
diff --git a/frontend/src/components/card.tsx b/frontend/src/components/card.tsx
new file mode 100644
index 0000000..f503f4b
--- /dev/null
+++ b/frontend/src/components/card.tsx
@@ -0,0 +1,62 @@
+import React from 'react';
+import type { Character } from '../types';
+
+interface CardProps {
+    data: Character;
+    isClicked?: boolean;
+    skipped?: boolean;
+    onClick?: () => void;
+    isRight?: boolean;
+}
+
+export const Card: React.FC<CardProps> = ({
+    data,
+    isClicked,
+    skipped,
+    onClick,
+}) => (
+    <div
+        className={`card bg-gray-300 flex flex-col items-center shadow-lg rounded p-1 transform transition ease-in-out ${isClicked || skipped ? 'flip-card' : ''} md:hover:scale-105`}
+        onClick={onClick}
+        style={{ cursor: 'pointer' }}
+    >
+        <div className="card-inner">
+            {/* FRONT */}
+            <div className="card-front flex flex-col items-center">
+                <h1 className="text-lg font-bold">{data.name}</h1>
+                <img className="avatar" src={data.image} alt={data.name} />
+                <h2 className="text-lg text-center font-bold">Info</h2>
+                <div className="w-full md:w-2/3">
+                    <table className="table-auto text-left">
+                        <tbody>
+                            <tr>
+                                <th>Species</th>
+                                <td>{data.species}</td>
+                            </tr>
+                            <tr>
+                                <th>Gender</th>
+                                <td>{data.gender}</td>
+                            </tr>
+                            <tr>
+                                <th>Status</th>
+                                <td>{data.status}</td>
+                            </tr>
+                            <tr>
+                                <th>Origin</th>
+                                <td>{data.origin.name}</td>
+                            </tr>
+                            <tr>
+                                <th>Last location</th>
+                                <td>{data.location.name}</td>
+                            </tr>
+                        </tbody>
+                    </table>
+                </div>
+            </div>
+            {/* BACK */}
+            <div className="card-back">
+                {/* You can put whatever you want here, like a background or extra info */}
+            </div>
+        </div>
+    </div>
+);
diff --git a/frontend/src/components/table-element.tsx b/frontend/src/components/table-element.tsx
new file mode 100644
index 0000000..74f0190
--- /dev/null
+++ b/frontend/src/components/table-element.tsx
@@ -0,0 +1,10 @@
+// src/components/TableElement.tsx
+import React from 'react';
+import type { Character } from '../types';
+
+export const TableElement: React.FC<{ character: Character }> = ({ character }) => (
+    <div className="flex items-center gap-2">
+        <img className="avatar" src={character.image} alt={character.name} />
+        <p className="text-white text-lg">{character.name}</p>
+    </div>
+);
\ No newline at end of file
diff --git a/frontend/src/components/table.tsx b/frontend/src/components/table.tsx
new file mode 100644
index 0000000..5c1c92f
--- /dev/null
+++ b/frontend/src/components/table.tsx
@@ -0,0 +1,11 @@
+import React from 'react';
+import type { Character } from '../types';
+import { TableElement } from './table-element';
+
+export const Table: React.FC<{ characters: Character[] }> = ({ characters }) => (
+    <div className="flex flex-col gap-2 m-4">
+        {characters.map((character) => (
+            <TableElement key={character.rmid} character={character} />
+        ))}
+    </div>
+);
diff --git a/frontend/src/index.css b/frontend/src/index.css
new file mode 100644
index 0000000..94b94c6
--- /dev/null
+++ b/frontend/src/index.css
@@ -0,0 +1,42 @@
+@import "tailwindcss";
+
+.card {
+    height: 470px;
+    width: 300px;
+    perspective: 1000px;
+}
+
+.card-inner {
+    position: relative;
+    width: 100%;
+    height: 100%;
+    transition: transform 0.8s;
+    transform-style: preserve-3d;
+}
+
+.flip-card .card-inner {
+    transform: rotateY(180deg);
+}
+
+.card-front, .card-back {
+    position: absolute;
+    width: 100%;
+    height: 100%;
+    backface-visibility: hidden;
+}
+
+.card-back {
+    transform: rotateY(180deg);
+    background-image: url("/morty.png"); /* Adjust path as needed */
+    background-position: center;
+    background-size: contain;
+    background-repeat: no-repeat;
+    display: flex;
+    align-items: center;
+    justify-content: center;
+}
+
+.avatar {
+    width: 150px;
+    height: 150px;
+}
diff --git a/frontend/src/main.tsx b/frontend/src/main.tsx
new file mode 100644
index 0000000..bef5202
--- /dev/null
+++ b/frontend/src/main.tsx
@@ -0,0 +1,10 @@
+import { StrictMode } from 'react'
+import { createRoot } from 'react-dom/client'
+import './index.css'
+import App from './App.tsx'
+
+createRoot(document.getElementById('root')!).render(
+  <StrictMode>
+    <App />
+  </StrictMode>,
+)
diff --git a/frontend/src/types.ts b/frontend/src/types.ts
new file mode 100644
index 0000000..cc39132
--- /dev/null
+++ b/frontend/src/types.ts
@@ -0,0 +1,21 @@
+export interface OriginOrLocation {
+    name: string;
+    url: string;
+}
+
+export interface Character {
+    _id: string | { $oid: string };
+    rmid: number;
+    name: string;
+    status: string;
+    species: string;
+    type: string;
+    gender: string;
+    origin: OriginOrLocation;
+    location: OriginOrLocation;
+    image: string;
+    episode: string[];
+    url: string;
+    created: string;
+    elo_rating: number;
+}
diff --git a/frontend/src/utils.ts b/frontend/src/utils.ts
new file mode 100644
index 0000000..292b1d9
--- /dev/null
+++ b/frontend/src/utils.ts
@@ -0,0 +1,9 @@
+import type { Character } from "./types";
+
+export function getId(character: Character | null) {
+    if (!character) return undefined;
+    const id = character._id as string | { $oid: string } | undefined;
+    if (typeof id === 'string') return id;
+    if (id && typeof id.$oid === 'string') return id.$oid;
+    return undefined;
+}
\ No newline at end of file
diff --git a/frontend/src/vite-env.d.ts b/frontend/src/vite-env.d.ts
new file mode 100644
index 0000000..11f02fe
--- /dev/null
+++ b/frontend/src/vite-env.d.ts
@@ -0,0 +1 @@
+/// <reference types="vite/client" />
diff --git a/frontend/tsconfig.app.json b/frontend/tsconfig.app.json
new file mode 100644
index 0000000..227a6c6
--- /dev/null
+++ b/frontend/tsconfig.app.json
@@ -0,0 +1,27 @@
+{
+  "compilerOptions": {
+    "tsBuildInfoFile": "./node_modules/.tmp/tsconfig.app.tsbuildinfo",
+    "target": "ES2022",
+    "useDefineForClassFields": true,
+    "lib": ["ES2022", "DOM", "DOM.Iterable"],
+    "module": "ESNext",
+    "skipLibCheck": true,
+
+    /* Bundler mode */
+    "moduleResolution": "bundler",
+    "allowImportingTsExtensions": true,
+    "verbatimModuleSyntax": true,
+    "moduleDetection": "force",
+    "noEmit": true,
+    "jsx": "react-jsx",
+
+    /* Linting */
+    "strict": true,
+    "noUnusedLocals": true,
+    "noUnusedParameters": true,
+    "erasableSyntaxOnly": true,
+    "noFallthroughCasesInSwitch": true,
+    "noUncheckedSideEffectImports": true
+  },
+  "include": ["src"]
+}
diff --git a/frontend/tsconfig.json b/frontend/tsconfig.json
new file mode 100644
index 0000000..1ffef60
--- /dev/null
+++ b/frontend/tsconfig.json
@@ -0,0 +1,7 @@
+{
+  "files": [],
+  "references": [
+    { "path": "./tsconfig.app.json" },
+    { "path": "./tsconfig.node.json" }
+  ]
+}
diff --git a/frontend/tsconfig.node.json b/frontend/tsconfig.node.json
new file mode 100644
index 0000000..f85a399
--- /dev/null
+++ b/frontend/tsconfig.node.json
@@ -0,0 +1,25 @@
+{
+  "compilerOptions": {
+    "tsBuildInfoFile": "./node_modules/.tmp/tsconfig.node.tsbuildinfo",
+    "target": "ES2023",
+    "lib": ["ES2023"],
+    "module": "ESNext",
+    "skipLibCheck": true,
+
+    /* Bundler mode */
+    "moduleResolution": "bundler",
+    "allowImportingTsExtensions": true,
+    "verbatimModuleSyntax": true,
+    "moduleDetection": "force",
+    "noEmit": true,
+
+    /* Linting */
+    "strict": true,
+    "noUnusedLocals": true,
+    "noUnusedParameters": true,
+    "erasableSyntaxOnly": true,
+    "noFallthroughCasesInSwitch": true,
+    "noUncheckedSideEffectImports": true
+  },
+  "include": ["vite.config.ts"]
+}
diff --git a/frontend/vite.config.ts b/frontend/vite.config.ts
new file mode 100644
index 0000000..fb4d238
--- /dev/null
+++ b/frontend/vite.config.ts
@@ -0,0 +1,8 @@
+import { defineConfig } from 'vite'
+import react from '@vitejs/plugin-react-swc'
+import tailwindcss from '@tailwindcss/vite'
+
+// https://vite.dev/config/
+export default defineConfig({
+  plugins: [react(), tailwindcss()],
+})
diff --git a/src/bin/fetch_characters.rs b/src/bin/fetch_characters.rs
new file mode 100644
index 0000000..01f4330
--- /dev/null
+++ b/src/bin/fetch_characters.rs
@@ -0,0 +1,127 @@
+use mongodb::{
+    Client,
+    bson::{doc, to_document},
+    options::UpdateOptions,
+};
+use reqwest::Client as HttpClient;
+use rick_and_morty::models::{Character, OriginOrLocation};
+use serde::{Deserialize, Serialize};
+
+#[derive(Debug, Deserialize, Serialize)]
+struct ApiCharacter {
+    id: i32,
+    name: String,
+    status: String,
+    species: String,
+    #[serde(rename = "type")]
+    character_type: String,
+    gender: String,
+    origin: OriginOrLocation,
+    location: OriginOrLocation,
+    image: String,
+    episode: Vec<String>,
+    url: String,
+    created: String,
+}
+
+impl From<ApiCharacter> for Character {
+    fn from(api: ApiCharacter) -> Self {
+        Character {
+            id: None, // always None for new/incoming data
+            rmid: api.id,
+            name: api.name,
+            status: api.status,
+            species: api.species,
+            r#type: api.character_type,
+            gender: api.gender,
+            origin: api.origin,
+            location: api.location,
+            image: api.image,
+            episode: api.episode,
+            url: api.url,
+            created: api.created,
+            elo_rating: 1000.0,
+        }
+    }
+}
+
+fn init_tracing() {
+    use tracing_subscriber::EnvFilter;
+    tracing_subscriber::fmt()
+        .with_env_filter(EnvFilter::from_default_env())
+        .with_target(true)
+        .with_level(true)
+        .init();
+}
+
+#[tokio::main]
+async fn main() -> anyhow::Result<()> {
+    init_tracing();
+    dotenvy::dotenv().ok();
+    let db_uri =
+        std::env::var("MONGODB_URI").unwrap_or_else(|_| "mongodb://localhost:27017".to_string());
+    let db_name = std::env::var("DB_NAME").unwrap_or_else(|_| "rick_and_morty".to_string());
+
+    let client = Client::with_uri_str(&db_uri).await?;
+    let db = client.database(&db_name);
+    let collection = db.collection::<Character>("characters");
+
+    tracing::info!("Starting to fetch characters from Rick and Morty API");
+    let http = HttpClient::new();
+
+    let mut all_characters: Vec<Character> = Vec::new();
+    let mut next_url = "https://rickandmortyapi.com/api/character".to_string();
+
+    while !next_url.is_empty() {
+        tracing::info!(url = %next_url, "Fetching page");
+        let resp = http
+            .get(&next_url)
+            .send()
+            .await?
+            .json::<serde_json::Value>()
+            .await?;
+        let results = resp["results"].as_array().unwrap();
+        for c in results {
+            let c: ApiCharacter = serde_json::from_value(c.clone()).unwrap();
+            all_characters.push(c.into());
+        }
+        next_url = resp["info"]["next"].as_str().unwrap_or("").to_string();
+    }
+
+    tracing::info!(
+        count = all_characters.len(),
+        "Fetched all characters, starting DB upsert"
+    );
+    let options = UpdateOptions::builder().upsert(true).build();
+    // let insert_result = collection.insert_many(all_characters.clone()).await?;
+
+    for character in &all_characters {
+        let filter = doc! { "rmid": character.rmid };
+        let mut set_doc = to_document(character)?;
+        set_doc.remove("elo_rating"); // Do NOT overwrite existing Elo
+        let update = doc! {
+            "$set": set_doc,
+            "$setOnInsert": { "elo_rating": 1000.0 }
+        };
+        if let Err(e) = collection
+            .update_one(filter, update)
+            .with_options(Some(options.clone()))
+            .await
+        {
+            tracing::error!(error = ?e, id = character.rmid, name = %character.name, "Failed to upsert character");
+        }
+        tracing::info!(id = character.rmid, name = %character.name, "Upserted character");
+    }
+
+    // tracing::info!("Inserted {} characters", insert_result.inserted_ids.len());
+
+    let character_count = collection.count_documents(doc! {}).await?;
+    tracing::info!(
+        count = character_count,
+        "Total characters in DB after import"
+    );
+
+    tracing::info!("Done! Imported/updated characters.");
+
+    Ok(())
+}
diff --git a/src/db.rs b/src/db.rs
new file mode 100644
index 0000000..b01b0ff
--- /dev/null
+++ b/src/db.rs
@@ -0,0 +1,11 @@
+use mongodb::{Client, Database};
+use once_cell::sync::OnceCell;
+
+pub static DB: OnceCell<Database> = OnceCell::new();
+
+pub async fn connect_db(uri: &str, db_name: &str) -> mongodb::error::Result<()> {
+    let client = Client::with_uri_str(uri).await?;
+    let db = client.database(db_name);
+    DB.set(db).ok();
+    Ok(())
+}
diff --git a/src/lib.rs b/src/lib.rs
new file mode 100644
index 0000000..7896840
--- /dev/null
+++ b/src/lib.rs
@@ -0,0 +1,4 @@
+pub mod db;
+pub mod models;
+pub mod routes;
+pub mod utils;
diff --git a/src/main.rs b/src/main.rs
new file mode 100644
index 0000000..a0a2bb9
--- /dev/null
+++ b/src/main.rs
@@ -0,0 +1,59 @@
+use axum::{
+    Router,
+    routing::{get, post},
+};
+use http::Method;
+use rick_and_morty::{db, routes};
+use tower_http::{
+    cors::{Any, CorsLayer},
+    services::ServeDir,
+    trace::TraceLayer,
+};
+
+fn init_tracing() {
+    use tracing_subscriber::EnvFilter;
+    tracing_subscriber::fmt()
+        .with_env_filter(EnvFilter::from_default_env())
+        .with_target(true)
+        .with_level(true)
+        .init();
+}
+
+#[tokio::main]
+async fn main() {
+    init_tracing();
+    dotenvy::dotenv().ok();
+
+    let db_uri = std::env::var("MONGODB_URI").expect("MONGODB_URI not set");
+    let db_name = std::env::var("DB_NAME").unwrap_or_else(|_| "rick_and_morty".to_string());
+    let address = std::env::var("BIND_ADDR").unwrap_or_else(|_| "0.0.0.0:8000".to_string());
+
+    db::connect_db(&db_uri, &db_name)
+        .await
+        .expect("Failed to connect to database");
+
+    let db = db::DB.get().expect("Database not initialized");
+
+    let cors = CorsLayer::new()
+        // allow `GET` and `POST` when accessing the resource
+        .allow_methods([Method::GET, Method::POST, Method::OPTIONS])
+        .allow_headers([http::header::CONTENT_TYPE])
+        // allow requests from any origin
+        .allow_origin(Any);
+
+    let app = Router::new()
+        .route("/characters", get(routes::get_characters))
+        .route("/rate", post(routes::rate))
+        .with_state(db.clone())
+        .layer(TraceLayer::new_for_http())
+        .layer(cors)
+        .fallback_service(ServeDir::new("frontend/dist").append_index_html_on_directories(true));
+
+    let listener = tokio::net::TcpListener::bind(address)
+        .await
+        .expect("Failed to bind address");
+
+    println!("Listening on {}", listener.local_addr().unwrap());
+
+    axum::serve(listener, app).await.unwrap();
+}
diff --git a/src/models/mod.rs b/src/models/mod.rs
new file mode 100644
index 0000000..16614a2
--- /dev/null
+++ b/src/models/mod.rs
@@ -0,0 +1,27 @@
+use mongodb::bson::{doc, oid::ObjectId};
+use serde::{Deserialize, Serialize};
+
+#[derive(Debug, Serialize, Deserialize, Clone)]
+pub struct OriginOrLocation {
+    pub name: String,
+    pub url: String,
+}
+
+#[derive(Debug, Serialize, Deserialize, Clone)]
+pub struct Character {
+    #[serde(rename = "_id", skip_serializing_if = "Option::is_none")]
+    pub id: Option<ObjectId>, // Mongo _id
+    pub rmid: i32, // Rick&Morty ID, don't confuse with _id
+    pub name: String,
+    pub status: String,
+    pub species: String,
+    pub r#type: String,
+    pub gender: String,
+    pub origin: OriginOrLocation,
+    pub location: OriginOrLocation,
+    pub image: String,
+    pub episode: Vec<String>,
+    pub url: String,
+    pub created: String,
+    pub elo_rating: f64,
+}
diff --git a/src/routes/mod.rs b/src/routes/mod.rs
new file mode 100644
index 0000000..203db4b
--- /dev/null
+++ b/src/routes/mod.rs
@@ -0,0 +1,125 @@
+use axum::response::Html;
+use axum::{Json, extract::State, http::StatusCode};
+use futures_util::stream::TryStreamExt;
+use mongodb::Database;
+use mongodb::bson::doc;
+use mongodb::bson::oid::ObjectId;
+use serde::{Deserialize, Serialize};
+
+use crate::models::Character;
+use crate::utils::calculate_elo;
+
+#[derive(Deserialize)]
+pub struct RateRequest {
+    winner_id: String,
+    loser_id: String,
+}
+
+#[derive(Deserialize, Serialize)]
+pub struct RateResponse {
+    winner: Character,
+    loser: Character,
+}
+
+static K_FACTOR: f64 = 32.0; // K-factor for Elo rating system
+
+pub async fn get_characters(
+    State(db): State<Database>,
+) -> Result<Json<Vec<Character>>, StatusCode> {
+    let collection = db.collection::<Character>("characters");
+    let pipeline = vec![doc! { "$sort": { "elo_rating": -1 } }];
+
+    let mut cursor = collection
+        .aggregate(pipeline)
+        .await
+        .map_err(|_| StatusCode::INTERNAL_SERVER_ERROR)?;
+
+    let mut characters = Vec::new();
+    while let Some(result) = cursor
+        .try_next()
+        .await
+        .map_err(|_| StatusCode::INTERNAL_SERVER_ERROR)?
+    {
+        let character: Character =
+            mongodb::bson::from_document(result).map_err(|_| StatusCode::INTERNAL_SERVER_ERROR)?;
+        characters.push(character);
+    }
+
+    tracing::info!(count = characters.len(), "Fetched characters from DB");
+
+    Ok(Json(characters))
+}
+
+#[axum::debug_handler]
+pub async fn rate(
+    State(db): State<Database>,
+    Json(req): Json<RateRequest>,
+) -> Result<Json<RateResponse>, StatusCode> {
+    let collection = db.collection::<Character>("characters");
+
+    let winner_oid = ObjectId::parse_str(&req.winner_id).map_err(|_| StatusCode::BAD_REQUEST)?;
+    let loser_oid = ObjectId::parse_str(&req.loser_id).map_err(|_| StatusCode::BAD_REQUEST)?;
+
+    let winner = collection
+        .find_one(doc! { "_id": winner_oid })
+        .await
+        .ok()
+        .flatten()
+        .ok_or(StatusCode::NOT_FOUND)?;
+    let loser = collection
+        .find_one(doc! { "_id": loser_oid })
+        .await
+        .ok()
+        .flatten()
+        .ok_or(StatusCode::NOT_FOUND)?;
+
+    let (new_winner_elo, new_loser_elo) =
+        calculate_elo(winner.elo_rating, loser.elo_rating, K_FACTOR);
+
+    collection
+        .update_one(
+            doc! {"_id": &winner_oid},
+            doc! { "$set": { "elo_rating": new_winner_elo } },
+        )
+        .await
+        .map_err(|_| StatusCode::INTERNAL_SERVER_ERROR)?;
+
+    collection
+        .update_one(
+            doc! {"_id": &loser_oid},
+            doc! { "$set": { "elo_rating": new_loser_elo } },
+        )
+        .await
+        .map_err(|_| StatusCode::INTERNAL_SERVER_ERROR)?;
+
+    // return resposnse with characters' new Elo ratings
+    let updated_winner = collection
+        .find_one(doc! { "_id": winner_oid })
+        .await
+        .map_err(|_| StatusCode::INTERNAL_SERVER_ERROR)?
+        .ok_or(StatusCode::NOT_FOUND)?;
+    let updated_loser = collection
+        .find_one(doc! { "_id": loser_oid })
+        .await
+        .map_err(|_| StatusCode::INTERNAL_SERVER_ERROR)?
+        .ok_or(StatusCode::NOT_FOUND)?;
+
+    tracing::info!(
+        "Rated characters: winner_id = {}, loser_id = {}, new_winner_elo =
+    {}, new_loser_elo = {}",
+        req.winner_id,
+        req.loser_id,
+        new_winner_elo,
+        new_loser_elo
+    );
+
+    Ok(Json(RateResponse {
+        winner: updated_winner,
+        loser: updated_loser,
+    }))
+}
+
+pub async fn index() -> Html<&'static str> {
+    tracing::info!("Serving index page");
+    Html("<h1>Welcome to the Rick and Morty Character Rating API</h1>")
+}
diff --git a/src/utils.rs b/src/utils.rs
new file mode 100644
index 0000000..2cb77f1
--- /dev/null
+++ b/src/utils.rs
@@ -0,0 +1,9 @@
+pub fn calculate_elo(winner_elo: f64, loser_elo: f64, k_factor: f64) -> (f64, f64) {
+    let expected_winner = 1.0 / (1.0 + 10f64.powf((loser_elo - winner_elo) / 400.0));
+    let expected_loser = 1.0 / (1.0 + 10f64.powf((winner_elo - loser_elo) / 400.0));
+
+    let new_winner_elo = winner_elo + k_factor * (1.0 - expected_winner);
+    let new_loser_elo = loser_elo + k_factor * (0.0 - expected_loser);
+
+    (new_winner_elo, new_loser_elo)
+}