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<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="UTF-8">
<meta name="viewport" content="width=device-width, initial-scale=1.0">
<title>ImageExplore</title>
<link href="https://cdn.jsdelivr.net/npm/bootstrap@5.3.3/dist/css/bootstrap.min.css" rel="stylesheet" integrity="sha384-QWTKZyjpPEjISv5WaRU9OFeRpok6YctnYmDr5pNlyT2bRjXh0JMhjY6hW+ALEwIH" crossorigin="anonymous">
<link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/bootstrap-icons@1.11.3/font/bootstrap-icons.min.css">
<style>
.narrative {
max-width: 40rem;
}
</style>
</head>
<body>
<nav class="navbar navbar-expand-lg bg-body-tertiary" data-bs-theme="dark">
<div class="container-fluid">
<a class="navbar-brand" href=".">ImageExplore</a>
<button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbarSupportedContent" aria-controls="navbarSupportedContent" aria-expanded="false" aria-label="Toggle navigation">
<span class="navbar-toggler-icon"></span>
</button>
<div class="collapse navbar-collapse" id="navbarSupportedContent">
<div class="nav-item dropdown ms-auto" role="group" aria-label="Toggle dark mode" title="Toggle Dark Mode">
<button class="dark-theme-toggle btn btn-outline-light dropdown-toggle" type="button" data-bs-toggle="dropdown" aria-expanded="false" aria-label="Toggle theme (auto)">
<i class="bi bi-circle-half"></i> <span class="d-lg-none ms-2">Toggle theme</span>
</button>
<ul class="dropdown-menu dropdown-menu-end">
<li><button class="dropdown-item" data-bs-theme-value="light"><i class="me-2 bi bi-sun-fill"></i> Light</button></li>
<li><button class="dropdown-item" data-bs-theme-value="dark"><i class="me-2 bi bi-moon-stars-fill"></i> Dark</button></li>
<li><button class="dropdown-item" data-bs-theme-value="auto"><i class="me-2 bi bi-circle-half"></i> Auto</button></li>
</ul>
</div>
</div>
</div>
</nav>
<div class="container">
<h1 class="display-1 my-5 text-center">ImageExplore</h1>
<h2 class="display-6 text-center">A visual interface for image similarity.</h2>
<div class="mx-auto my-3 narrative">
<p><strong>Embeddings</strong> are an way of using large language models to analyze images.
Instead of asking the LLM to describe the image in text, we extract an <strong>array of numbers</strong>.
These numbers are <strong>similar</strong> for similar images.</p>
<p>This has 2 advantanges:</p>
<ol>
<li>It's <strong>quantitative</strong> — we can measure how similar images are</li>
<li>It's <strong>cheap</strong> — text generation is slower and more expensive</li>
</ol>
<p>Pick from one of the demos below. Or, if you're authorized, log in and explore with your own images.</p>
</div>
<div id="demos" class="row row-cols-1 row-cols-sm-2 row-cols-lg-3 row-cols-xl-4 my-5"></div>
<div id="experiment" class="collapse"></div>
<div id="progress" class="my-5"></div>
<div id="result" class="my-5"></div>
<footer class="my-5 vh-100 d-flex align-items-center justify-content-center">
<h1 class="display-4">Designed by <a href="https://gramener.com/" class="text-reset link-offset-3 link-underline link-underline-opacity-25">Gramener</a></h1>
</footer>
</div>
<script src="https://cdn.jsdelivr.net/npm/bootstrap@5.3.3/dist/js/bootstrap.bundle.min.js" integrity="sha384-YvpcrYf0tY3lHB60NNkmXc5s9fDVZLESaAA55NDzOxhy9GkcIdslK1eN7N6jIeHz" crossorigin="anonymous"></script>
<script src="https://cdn.jsdelivr.net/npm/@gramex/ui@0.3/dist/dark-theme.js" type="module"></script>
<script src="script.js" type="module"></script>
</body>
</html>