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index.html
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<!DOCTYPE html>
<html>
<head>
<title>Qdrant Frontend</title>
<meta charset="UTF-8" />
<meta name="viewport" content="width=device-width, initial-scale=1.0" />
<link href="https://cdn.jsdelivr.net/npm/bootstrap@5.3.3/dist/css/bootstrap.min.css" rel="stylesheet"
integrity="sha384-QWTKZyjpPEjISv5WaRU9OFeRpok6YctnYmDr5pNlyT2bRjXh0JMhjY6hW+ALEwIH" crossorigin="anonymous">
<script src="https://cdn.jsdelivr.net/npm/bootstrap@5.3.3/dist/js/bootstrap.bundle.min.js"
integrity="sha384-YvpcrYf0tY3lHB60NNkmXc5s9fDVZLESaAA55NDzOxhy9GkcIdslK1eN7N6jIeHz"
crossorigin="anonymous"></script>
</head>
<style>
.col {
margin-bottom: 10px;
}
#loading {
display: inline-block;
width: 1rem;
height: 1rem;
border: 3px solid rgba(255, 255, 255, 0.3);
border-radius: 50%;
border-top-color: #fff;
animation: spin 1s ease-in-out infinite;
-webkit-animation: spin 1s ease-in-out infinite;
padding: 10px;
margin-right: 10px;
}
#submit_button {
display: inline-flex;
}
#table-wrapper {
padding: 20px;
max-height: 500px;
overflow: auto;
}
#dimensionalityReduction {
margin-right: 20px;
}
#plot-container {
max-height: 700px;
height: 0;
}
#deckgl {
position: relative !important;
}
#tooltip {
position: absolute;
opacity: 1000;
font-size: 20px;
border-radius: var(--bs-border-radius);
background-color: #f5f8ffcf;
outline: 2px solid #dfebff;
padding: 8px;
max-width: 500px;
}
@keyframes spin {
to {
-webkit-transform: rotate(360deg);
}
}
@-webkit-keyframes spin {
to {
-webkit-transform: rotate(360deg);
}
}
</style>
<body>
<br />
<div class="text-center">
<h3>Qdrant Frontend (<a href="https://github.com/do-me/qdrant-frontend" target="_blank">GitHub</a>)</h3>
<h5>A universal frontend for <a href="https://qdrant.tech/" target="_blank">Qdrant</a> built with <a
href="https://xenova.github.io/transformers.js/" target="_blank">transformers.js</a> to allow<br> for
quick semantic search without the need for server-side inferencing.</h5>
<p>Download a Qdrant snapshot about SDGs <a href="https://github.com/do-me/SDG-Analyzer/blob/main/SDG_Qdrant.snapshot" target="_blank">here</a> and give it a try!</p>
</div>
<div class="container mt-5">
<div class="row justify-content-center">
<div class="col-md-8 text-center">
<h5 class="text-start">Settings</h5>
<div class="col">
<div class="form-floating">
<input id="QdrantURL" class="form-control w-100" type="text"
value="http://localhost:6333/collections/<collection>" />
<label for="QdrantURL">Qdrant Server URL</label>
</div>
</div>
<div class="col">
<div class="row">
<div class="col-md-10"> <!-- Adjusted width for HFModel -->
<div class="form-floating">
<input id="HFModel" class="form-control w-100 mb-2" type="text"
value="Xenova/bge-base-en-v1.5" />
<label for="HFModel">Model</label>
</div>
</div>
<div class="col-md-2 d-flex flex-column align-items-center justify-content-center">
<label class="form-check-label" for="quantizedToggle">Quantized</label>
<div class="form-check form-switch">
<input class="form-check-input" type="checkbox" id="quantizedToggle" checked>
</div>
</div>
</div>
</div>
<div class="col">
<div class="form-floating">
<input id="QdrantLimit" class="form-control w-100" type="number" min="1" value="10" />
<label for="QdrantLimit"># Results Limit</label>
</div>
</div>
<h5 class="text-start">Weighted Queries</h5>
<div id="queryRowsContainer">
<div class="col row queryContainer" id="initialQueryContainer">
<div class="col-md-8">
<div class="form-floating">
<input id="inputText0" class="form-control w-100 inputText" type="text"
value="Climate Change" />
<label for="inputText0">Query</label>
</div>
</div>
<div class="col-md-2">
<div class="form-floating">
<input id="weight0" class="queryWeight form-control" type="number" step="0.1" value="1"
min="0" />
<label for="weight0">Weight</label>
</div>
</div>
<div class="col-md-1 d-flex flex-column align-items-center justify-content-center">
<label class="form-check-label" for="activeToggle0">Active</label>
<div class="form-check form-switch">
<input class="form-check-input activeToggle" type="checkbox" id="activeToggle0" checked>
</div>
</div>
<div class="col-md-1 d-flex flex-column align-items-center justify-content-center">
<button class="btn btn-light queryButton" id="queryButton0" type="button" title="Add query">
<!-- SVG Code Here -->
<svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 24 24"
fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round"
stroke-linejoin="round" class="feather feather-plus">
<line x1="12" y1="5" x2="12" y2="19"></line>
<line x1="5" y1="12" x2="19" y2="12"></line>
</svg>
</button>
</div>
</div>
</div>
<div class="row">
<div class="col">
<div class="form-floating">
<button type="submit" id="submit_button" class="btn btn-primary mb-2">
<div id="loading" style="display: none;"></div>
<div id="submit_button_text">Load model</div>
</button>
</div>
</div>
<div class="col">
<button id="copyURLButton" class="btn btn-light mb-2">Copy URL (Settings)</button>
</div>
<div class="col">
<div class="dropdown">
<button class="btn btn-light dropdown-toggle mb-2" type="button" id="exportDropdown"
data-bs-toggle="dropdown" aria-expanded="false" disabled>
Export Data
</button>
<ul class="dropdown-menu" aria-labelledby="exportDropdown">
<li><button id="download_xlsx" class="dropdown-item" type="button">XLSX</button></li>
<li><button id="download_csv" class="dropdown-item" type="button">CSV</button></li>
<li><button id="download_json" class="dropdown-item" type="button">JSON</button></li>
</ul>
</div>
</div>
</div>
</div>
</div>
</div>
<div id="table-wrapper">
<div id="quickFilter" class="example-header" style="display: none;">
<span>Quick Filter:</span>
<input type="text" id="filter-text-box" placeholder="Filter...">
</div>
<div id="myGrid" class="ag-theme-quartz">
</div>
</div>
<div class="container mt-5">
<div class="row justify-content-center">
<div class="col-md-8 text-center">
<div>
<hr />
<h4>Dimensionality Reduction</h4>
<p>Using a fast wasm implementation of Barnes-Hut tSNE (<a
href="https://github.com/Lv-291/wasm-bhtsne" target="_blank">wasm-bhtSNE</a>).</p>
<div class="d-flex flex-row">
<button type="button" class="btn btn-md btn-primary mb-2 nav-button"
id="dimensionalityReduction">🌌 Dim-Reduction</button>
<div class="row">
<div class="col-md-3">
<div class="form-floating mb-2">
<input id="dimReductionIterations" class="form-control w-100" type="number" min="1"
value="1000" />
<label for="dimReductionIterations"># Iterations</label>
</div>
</div>
<div class="col-md-3">
<div class="form-floating mb-2">
<input id="scatterplotRadius" class="form-control w-100" type="number" min="1"
value="800" />
<label for="scatterplotRadius"># Radius</label>
</div>
</div>
<div class="col-md-4">
<div class="form-floating mb-2">
<input id="dimensionalityReductionSimilarityThreshold" class="form-control w-100"
type="number" min="0" max="1" step="0.01" value="0" />
<label for="dimensionalityReductionSimilarityThreshold"># Similarity
Threshold</label>
</div>
</div>
<div class="col-md-3">
<div class="form-floating mb-2">
<input id="colorBy" class="form-control w-100" type="text" value="None" />
<label for="colorBy">Color by</label>
</div>
</div>
<div class="col-md-1 d-flex flex-column align-items-center justify-content-center">
<label class="form-check-label" for="toggleOpacity" title="Similarity score determines point opacity">Opacity</label>
<div class="form-check form-switch" title="Similarity score determines point opacity">
<input class="form-check-input activeToggle" type="checkbox" id="toggleOpacity" checked>
</div>
</div>
</div>
</div>
</div>
</div>
<div id="plot-container">
<canvas id="deckgl"></canvas>
</div>
</div>
</div>
<div id="tooltip" class="tooltip"></div>
</body>
</html>