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davanstrien HF Staff

add param filter

ecc20d1 about 1 year ago

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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>Hub Semantic Search</title>
	<script src="https://cdn.tailwindcss.com"></script>
	<script src="https://unpkg.com/lucide@latest"></script>
	<script src="https://cdn.jsdelivr.net/npm/lodash@4.17.21/lodash.min.js"></script>
	</head>
	<body>
	<div class="w-full max-w-4xl mx-auto p-4 space-y-8">
	<h1 class="text-3xl font-bold text-gray-800">Hub Semantic Search</h1>

	<div
	class="bg-gradient-to-br from-blue-50 to-indigo-50 p-6 rounded-xl shadow-sm border border-blue-100 mb-6"
	>
	<h2
	class="text-lg font-semibold mb-2 text-gray-800 flex items-center gap-2"
	>
	<i data-lucide="search" class="text-blue-500"></i>
	Welcome to Hub Semantic Search
	</h2>
	<p class="text-gray-700 mb-2 text-sm">
	Find and explore the 🤗 Hub using via semantic search on LLM generated
	summaries! Summaries are generated using
	<a
	href="https://huggingface.co/davanstrien/Smol-Hub-tldr"
	target="_blank"
	class="text-blue-500 hover:text-blue-700 hover:underline"
	>
	Smol-Hub-tldr </a
	>.
	</p>

	<div
	class="bg-blue-100 text-blue-800 px-3 py-1.5 rounded-md mb-2 text-sm"
	>
	<p class="flex items-center gap-2">
	<i data-lucide="info"></i> Search for datasets and models using
	semantic search!
	</p>
	</div>

	<button
	onclick="toggleAccordion()"
	id="accordionButton"
	class="text-blue-500 hover:text-blue-700 flex items-center gap-2 text-sm"
	>
	<i
	data-lucide="chevron-right"
	id="accordionIcon"
	class="transition-transform"
	></i>
	<span>How it works</span>
	</button>

	<div id="accordionContent" class="hidden">
	<ul
	class="list-disc list-inside space-y-1 text-gray-600 ml-4 mt-2 text-sm"
	>
	<li>
	<strong>AI-Generated Summaries:</strong> Each dataset is indexed
	using a concise summary generated by an LLM
	</li>
	<li>
	<strong>Semantic Search:</strong> Find semantically similar
	resources based on these summaries
	</li>
	<li>
	<strong>Find Similar:</strong> Discover related resources using
	semantic matching
	</li>
	</ul>
	</div>
	</div>

	<div class="tabs w-full">
	<div class="tab-list flex gap-2 border-b mb-6">
	<button
	onclick="switchTab('search')"
	id="searchTab"
	class="tab-trigger active px-4 sm:px-6 py-3 flex items-center gap-2 border-b-2 border-transparent hover:bg-gray-50 transition-colors flex-1 justify-center"
	>
	<i data-lucide="search"></i> Search
	</button>
	<button
	onclick="switchTab('similar')"
	id="similarTab"
	class="tab-trigger px-4 sm:px-6 py-3 flex items-center gap-2 border-b-2 border-transparent hover:bg-gray-50 transition-colors flex-1 justify-center"
	>
	<i data-lucide="arrow-right"></i> Find Similar
	</button>
	<button
	onclick="switchTab('trending')"
	id="trendingTab"
	class="tab-trigger px-4 sm:px-6 py-3 flex items-center gap-2 border-b-2 border-transparent hover:bg-gray-50 transition-colors flex-1 justify-center"
	>
	<i data-lucide="trending-up"></i> Trending
	</button>
	</div>

	<div id="searchContent" class="tab-content space-y-4">
	<div
	class="card bg-white p-8 rounded-xl shadow-sm border border-gray-100"
	>
	<div
	class="flex flex-col sm:flex-row gap-4 items-start sm:items-center justify-between mb-4"
	>
	<p class="text-gray-600">
	Enter keywords to search through descriptions. The search will
	automatically update as you type.
	</p>
	<div class="flex flex-wrap gap-2">
	<select
	id="searchTypeSelect"
	class="text-sm border rounded-lg px-3 py-2 bg-white text-gray-700 focus:ring-2 focus:ring-blue-100 focus:border-blue-300 transition-all outline-none"
	onchange="selectType(this.value)"
	>
	<option value="datasets">Datasets</option>
	<option value="models">Models</option>
	</select>
	<select
	id="searchSortSelect"
	class="text-sm border rounded-lg px-3 py-2 bg-white text-gray-700 focus:ring-2 focus:ring-blue-100 focus:border-blue-300 transition-all outline-none"
	onchange="handleFilterChange('search')"
	>
	<option value="similarity">Sort by relevance</option>
	<option value="likes">Sort by likes</option>
	<option value="downloads">Sort by downloads</option>
	<option value="trending">Sort by trending</option>
	</select>
	<div class="relative">
	<button
	onclick="toggleFilters('search')"
	class="text-sm border rounded-lg px-3 py-2 bg-white text-gray-700 hover:bg-gray-50 focus:ring-2 focus:ring-blue-100 focus:border-blue-300 transition-all outline-none flex items-center gap-2"
	>
	<i data-lucide="filter"></i>
	Filters
	<span
	id="searchActiveFilters"
	class="hidden px-1.5 py-0.5 bg-blue-100 text-blue-700 text-xs rounded-full"
	></span>
	</button>
	<div
	id="searchFiltersPopover"
	class="hidden absolute right-0 mt-2 w-64 bg-white border border-gray-200 rounded-lg shadow-lg p-4 z-10"
	>
	<div class="space-y-4">
	<div>
	<label
	class="block text-sm font-medium text-gray-700 mb-1"
	>Minimum Likes</label
	>
	<input
	type="number"
	id="searchMinLikes"
	placeholder="0"
	min="0"
	class="w-full text-sm border rounded-lg px-3 py-2 bg-white text-gray-700 focus:ring-2 focus:ring-blue-100 focus:border-blue-300 transition-all outline-none"
	onchange="handleFilterChange('search')"
	/>
	</div>
	<div>
	<label
	class="block text-sm font-medium text-gray-700 mb-1"
	>Minimum Downloads</label
	>
	<input
	type="number"
	id="searchMinDownloads"
	placeholder="0"
	min="0"
	class="w-full text-sm border rounded-lg px-3 py-2 bg-white text-gray-700 focus:ring-2 focus:ring-blue-100 focus:border-blue-300 transition-all outline-none"
	onchange="handleFilterChange('search')"
	/>
	</div>
	<div id="searchParamRange" class="hidden">
	<label
	class="block text-sm font-medium text-gray-700 mb-1"
	>Parameter Range</label
	>
	<select
	id="searchParamRangeSelect"
	class="w-full text-sm border rounded-lg px-3 py-2 bg-white text-gray-700 focus:ring-2 focus:ring-blue-100 focus:border-blue-300 transition-all outline-none"
	onchange="handleFilterChange('search')"
	>
	<option value="any">Any</option>
	<option value="0-1">0-1B</option>
	<option value="1-7">1-7B</option>
	<option value="7-20">7-20B</option>
	<option value="20-70">20-70B</option>
	<option value="70+">70B+</option>
	</select>
	</div>
	</div>
	</div>
	</div>
	</div>
	</div>
	<div class="relative">
	<input
	type="text"
	id="searchInput"
	placeholder="Type to search (minimum 3 characters)..."
	class="w-full p-3 border rounded-lg pr-10 focus:ring-2 focus:ring-blue-100 focus:border-blue-300 transition-all outline-none"
	/>
	<div id="searchLoader" class="hidden absolute right-3 top-2">
	<i data-lucide="loader-2" class="animate-spin"></i>
	</div>
	</div>
	</div>
	</div>

	<div id="similarContent" class="hidden tab-content space-y-4">
	<div
	class="card bg-white p-8 rounded-xl shadow-sm border border-gray-100"
	>
	<div
	class="flex flex-col sm:flex-row gap-4 items-start sm:items-center justify-between mb-4"
	>
	<p class="text-gray-600">
	Enter an ID to find similar resources. Popular items will appear
	as you type.
	</p>
	<div class="flex flex-wrap gap-2">
	<select
	id="similarTypeSelect"
	class="text-sm border rounded-lg px-3 py-2 bg-white text-gray-700 focus:ring-2 focus:ring-blue-100 focus:border-blue-300 transition-all outline-none"
	onchange="selectType(this.value)"
	>
	<option value="datasets">Datasets</option>
	<option value="models">Models</option>
	</select>
	<select
	id="similarSortSelect"
	class="text-sm border rounded-lg px-3 py-2 bg-white text-gray-700 focus:ring-2 focus:ring-blue-100 focus:border-blue-300 transition-all outline-none"
	onchange="handleFilterChange('similar')"
	>
	<option value="similarity">Sort by relevance</option>
	<option value="likes">Sort by likes</option>
	<option value="downloads">Sort by downloads</option>
	<option value="trending">Sort by trending</option>
	</select>
	<div class="relative">
	<button
	onclick="toggleFilters('similar')"
	class="text-sm border rounded-lg px-3 py-2 bg-white text-gray-700 hover:bg-gray-50 focus:ring-2 focus:ring-blue-100 focus:border-blue-300 transition-all outline-none flex items-center gap-2"
	>
	<i data-lucide="filter"></i>
	Filters
	<span
	id="similarActiveFilters"
	class="hidden px-1.5 py-0.5 bg-blue-100 text-blue-700 text-xs rounded-full"
	></span>
	</button>
	<div
	id="similarFiltersPopover"
	class="hidden absolute right-0 mt-2 w-64 bg-white border border-gray-200 rounded-lg shadow-lg p-4 z-10"
	>
	<div class="space-y-4">
	<div>
	<label
	class="block text-sm font-medium text-gray-700 mb-1"
	>Minimum Likes</label
	>
	<input
	type="number"
	id="similarMinLikes"
	placeholder="0"
	min="0"
	class="w-full text-sm border rounded-lg px-3 py-2 bg-white text-gray-700 focus:ring-2 focus:ring-blue-100 focus:border-blue-300 transition-all outline-none"
	onchange="handleFilterChange('similar')"
	/>
	</div>
	<div>
	<label
	class="block text-sm font-medium text-gray-700 mb-1"
	>Minimum Downloads</label
	>
	<input
	type="number"
	id="similarMinDownloads"
	placeholder="0"
	min="0"
	class="w-full text-sm border rounded-lg px-3 py-2 bg-white text-gray-700 focus:ring-2 focus:ring-blue-100 focus:border-blue-300 transition-all outline-none"
	onchange="handleFilterChange('similar')"
	/>
	</div>
	<div id="similarParamRange" class="hidden">
	<label
	class="block text-sm font-medium text-gray-700 mb-1"
	>Parameter Range</label
	>
	<select
	id="similarParamRangeSelect"
	class="w-full text-sm border rounded-lg px-3 py-2 bg-white text-gray-700 focus:ring-2 focus:ring-blue-100 focus:border-blue-300 transition-all outline-none"
	onchange="handleFilterChange('similar')"
	>
	<option value="any">Any</option>
	<option value="0-1">0-1B</option>
	<option value="1-7">1-7B</option>
	<option value="7-20">7-20B</option>
	<option value="20-70">20-70B</option>
	<option value="70+">70B+</option>
	</select>
	</div>
	</div>
	</div>
	</div>
	</div>
	</div>
	<div class="flex gap-3">
	<div class="relative w-full">
	<input
	type="text"
	id="resourceInput"
	class="w-full p-3 border border-gray-200 rounded-lg"
	placeholder="e.g. openai/gsm8k or meta-llama/Llama-2-7b"
	/>
	<div id="similarLoader" class="hidden absolute right-3 top-3">
	<i data-lucide="loader-2" class="animate-spin"></i>
	</div>
	<div
	id="suggestionsBox"
	class="hidden absolute w-full mt-1 bg-white border border-gray-200 rounded-lg shadow-lg z-10 max-h-60 overflow-y-auto"
	></div>
	</div>
	<button onclick="findSimilarResources()" class="btn-primary">
	Find Similar
	</button>
	</div>
	</div>
	</div>

	<!-- Start: New Trending Tab Content -->
	<div id="trendingContent" class="hidden tab-content space-y-6">
	<div class="bg-white p-8 rounded-xl shadow-sm border border-gray-100">
	<div
	class="flex flex-col sm:flex-row gap-4 items-start sm:items-center justify-between mb-6"
	>
	<h2
	class="text-xl font-semibold text-gray-800 flex items-center gap-2"
	>
	<i data-lucide="trending-up" class="text-blue-500"></i>
	Trending on Hugging Face Hub
	</h2>
	<div class="flex gap-2">
	<select
	id="trendingTypeSelect"
	class="text-sm border rounded-lg px-3 py-2 bg-white text-gray-700 focus:ring-2 focus:ring-blue-100 focus:border-blue-300 transition-all outline-none"
	onchange="loadTrendingResources(this.value)"
	>
	<option value="datasets">Datasets</option>
	<option value="models">Models</option>
	</select>
	<select
	id="trendingLimitSelect"
	class="text-sm border rounded-lg px-3 py-2 bg-white text-gray-700 focus:ring-2 focus:ring-blue-100 focus:border-blue-300 transition-all outline-none"
	onchange="loadTrendingResources(document.getElementById('trendingTypeSelect').value)"
	>
	<option value="10">Show 10</option>
	<option value="20">Show 20</option>
	<option value="30">Show 30</option>
	</select>
	</div>
	</div>

	<div id="trendingLoader" class="flex justify-center py-6">
	<i
	data-lucide="loader-2"
	class="animate-spin text-blue-500 w-8 h-8"
	></i>
	</div>

	<div id="trendingResults" class="space-y-4"></div>
	</div>
	</div>
	<!-- End: New Trending Tab Content -->

	<div
	id="errorMessage"
	class="hidden mt-4 p-4 text-red-600 bg-red-50 rounded-md"
	></div>

	<div id="resultsContainer" class="mt-6 space-y-4"></div>
	</div>
	</div>

	<style>
	.tab-trigger.active {
	border-bottom-color: #3b82f6;
	color: #3b82f6;
	}

	.btn-primary {
	background-color: #3b82f6;
	color: white;
	padding: 0.5rem 1rem;
	border-radius: 0.5rem;
	transition: background-color 0.2s;
	}

	.btn-primary:hover {
	background-color: #2563eb;
	}

	/* Add card hover effect */
	.resource-card {
	transition: transform 0.2s, box-shadow 0.2s;
	}

	.resource-card:hover {
	transform: translateY(-2px);
	box-shadow: 0 10px 25px -5px rgba(0, 0, 0, 0.1),
	0 10px 10px -5px rgba(0, 0, 0, 0.04);
	}
	</style>

	<script>
	// Configuration
	const API_URL =
	"https://davanstrien-huggingface-datasets-search-v2.hf.space";
	const MIN_SEARCH_LENGTH = 3;
	const DEBOUNCE_MS = 300;
	const RESULTS_PER_PAGE = 5;
	const MAX_RESULTS = 100;
	let currentPage = 1;

	// Add these constants near the top with other configurations
	const URL_PARAMS = new URLSearchParams(window.location.search);
	const INITIAL_SEARCH = URL_PARAMS.get("q");
	const INITIAL_SIMILAR = URL_PARAMS.get("similar");
	const INITIAL_TYPE = URL_PARAMS.get("type") \|\| "datasets";
	const INITIAL_TAB = URL_PARAMS.get("tab") \|\| "search";

	// Add these variables with other configurations
	let currentSort = "similarity";
	let currentType = INITIAL_TYPE;
	let currentMinLikes = 0;
	let currentMinDownloads = 0;
	let currentParamFilter = "any";

	// Initialize Lucide icons
	lucide.createIcons();

	// Tab switching
	function switchTab(tabId) {
	currentPage = 1;
	document
	.querySelectorAll(".tab-content")
	.forEach((content) => content.classList.add("hidden"));
	document
	.querySelectorAll(".tab-trigger")
	.forEach((trigger) => trigger.classList.remove("active"));

	document.getElementById(`${tabId}Content`).classList.remove("hidden");
	document.getElementById(`${tabId}Tab`).classList.add("active");

	// Remove reference to non-existent elements
	// Display parameter filter UI if needed
	updateParamFilterUI();

	// Clear results container when switching to trending tab
	if (tabId === "trending") {
	document.getElementById("resultsContainer").innerHTML = "";
	loadTrendingResources(
	document.getElementById("trendingTypeSelect").value
	);
	}

	// Update URL parameters when switching tabs
	if (tabId === "search") {
	updateURL({ tab: "search", similar: null });
	} else if (tabId === "similar") {
	updateURL({ tab: "similar", q: null });
	} else if (tabId === "trending") {
	updateURL({ tab: "trending", q: null, similar: null });
	}

	// Update parameter filter UI after tab switch
	updateParamFilterUI();
	}

	// Create result card
	function createResultCard(result) {
	const isDataset = "dataset_id" in result;
	const resourceId = isDataset ? result.dataset_id : result.model_id;
	const resourceType = isDataset ? "datasets" : "models";
	const resourceIcon = isDataset ? "database" : "box";
	const resourceUrl = isDataset
	? `https://huggingface.co/${resourceType}/${resourceId}`
	: `https://huggingface.co/${resourceId}`;

	// Check if we're in the trending tab
	const isTrendingTab =
	document
	.getElementById("trendingContent")
	.classList.contains("hidden") === false;

	const cardHtml = `
	<div class="card resource-card bg-white p-4 sm:p-6 rounded-lg shadow hover:shadow-md transition-shadow">
	<div class="space-y-2 w-full">
	<div class="flex flex-col sm:flex-row sm:items-center justify-between gap-2">
	<div class="flex items-center gap-2">
	<i data-lucide="${resourceIcon}" class="text-blue-500"></i>
	<h3 class="text-lg font-semibold">${resourceId}</h3>
	</div>
	<div class="flex flex-wrap items-center gap-2">
	<div class="flex items-center gap-4 text-sm text-gray-500">
	<span class="flex items-center gap-1">
	<i data-lucide="heart" class="w-4 h-4"></i>
	${result.likes}
	</span>
	<span class="flex items-center gap-1">
	<i data-lucide="download" class="w-4 h-4"></i>
	${result.downloads}
	</span>
	</div>
	${
	!isTrendingTab && result.similarity
	? `<span class="bg-blue-50 px-2 py-1 rounded text-sm">
	${(result.similarity * 100).toFixed(
	1
	)}% match
	</span>`
	: ""
	}
	<button
	onclick="findSimilarFromResult('${resourceId}', '${resourceType}')"
	class="flex items-center gap-1 text-sm text-blue-500 hover:text-blue-700"
	>
	<i data-lucide="arrow-right"></i>
	Find Similar
	</button>
	</div>
	</div>
	<p class="text-sm text-gray-600">${result.summary}</p>

	${
	isDataset
	? `
	<!-- Add preview section that starts hidden -->
	<div id="preview-section-${resourceId}" class="mt-4 border-t pt-4 hidden">
	<button
	onclick="togglePreview('${resourceId}')"
	class="flex items-center gap-2 text-sm text-gray-600 hover:text-gray-800"
	>
	<i data-lucide="chevron-right" id="preview-icon-${resourceId}" class="transition-transform"></i>
	Preview Dataset
	</button>
	<div id="preview-content-${resourceId}" class="hidden mt-4">
	<iframe
	src="https://huggingface.co/datasets/${resourceId}/embed/viewer/default/train"
	frameborder="0"
	width="100%"
	height="560px"
	></iframe>
	</div>
	</div>
	`
	: ""
	}

	<a href="${resourceUrl}"
	target="_blank"
	class="inline-flex items-center gap-1 text-sm text-blue-500 hover:text-blue-700 mt-2">
	<i data-lucide="external-link" class="w-4 h-4"></i>
	View on Hugging Face Hub
	</a>
	</div>
	</div>
	`;

	// After rendering the card, check if preview is available for datasets
	if (isDataset) {
	checkDatasetValidity(resourceId);
	}

	return cardHtml;
	}

	// Add function to check dataset validity
	async function checkDatasetValidity(datasetId) {
	try {
	const response = await fetch(
	`https://datasets-server.huggingface.co/is-valid?dataset=${datasetId}`
	);
	const data = await response.json();

	// Show preview section only if viewer is available
	if (data.viewer) {
	const previewSection = document.getElementById(
	`preview-section-${datasetId}`
	);
	if (previewSection) {
	previewSection.classList.remove("hidden");
	}
	}
	} catch (error) {
	console.error(
	`Failed to check validity for dataset ${datasetId}:`,
	error
	);
	}
	}

	// Add this function to update the URL
	function updateURL(params) {
	const newURL = new URL(window.location);
	Object.entries(params).forEach(([key, value]) => {
	if (value) {
	newURL.searchParams.set(key, value);
	} else {
	newURL.searchParams.delete(key);
	}
	});
	window.history.pushState({}, "", newURL);
	}

	// Add this function before the searchResources definition
	// This function needs to be defined before searchResources uses it
	async function performSearch(query, page = 1) {
	if (query.length < MIN_SEARCH_LENGTH) {
	document.getElementById("resultsContainer").innerHTML = "";
	updateURL({ q: null, similar: null }); // Clear URL params
	return;
	}

	document.getElementById("searchLoader").classList.remove("hidden");
	document.getElementById("errorMessage").classList.add("hidden");

	// Update URL with search query and type
	updateURL({
	q: query,
	similar: null,
	type: currentType,
	tab: "search",
	});

	try {
	const endpoint = `${API_URL}/search/${currentType}`;
	const params = new URLSearchParams({
	query: query,
	k: RESULTS_PER_PAGE * page,
	sort_by: currentSort,
	min_likes: currentMinLikes,
	min_downloads: currentMinDownloads,
	});

	// Add parameter filters for models
	if (currentType === "models" && currentParamFilter !== "any") {
	if (currentParamFilter.includes("-")) {
	const [min, max] = currentParamFilter.split("-");
	params.append("min_param_count", parseInt(min) * 1e9);
	params.append("max_param_count", parseInt(max) * 1e9);
	} else if (currentParamFilter.endsWith("+")) {
	params.append(
	"min_param_count",
	parseInt(currentParamFilter.replace("+", "")) * 1e9
	);
	}
	}

	const response = await fetch(`${endpoint}?${params}`);
	if (!response.ok) throw new Error("Search failed");

	const data = await response.json();
	displayResults(data.results, page);
	} catch (error) {
	console.error("Search error:", error);
	showError("Failed to perform search. Please try again.");
	} finally {
	document.getElementById("searchLoader").classList.add("hidden");
	}
	}

	// Add this function to handle toggling filters
	// This needs to be defined before it's referenced in the HTML
	function toggleFilters(tab) {
	const popover = document.getElementById(`${tab}FiltersPopover`);
	popover.classList.toggle("hidden");

	// Close other popovers
	const otherTab = tab === "search" ? "similar" : "search";
	document
	.getElementById(`${otherTab}FiltersPopover`)
	.classList.add("hidden");
	}

	// Helper function for syncing param values between tabs
	function syncParamFilterValues() {
	const searchParamSelect = document.getElementById(
	"searchParamRangeSelect"
	);
	const similarParamSelect = document.getElementById(
	"similarParamRangeSelect"
	);

	// When updating one, update both and the global variable
	if (searchParamSelect && similarParamSelect) {
	if (searchParamSelect.value !== currentParamFilter) {
	currentParamFilter = searchParamSelect.value;
	similarParamSelect.value = currentParamFilter;
	} else if (similarParamSelect.value !== currentParamFilter) {
	currentParamFilter = similarParamSelect.value;
	searchParamSelect.value = currentParamFilter;
	}
	}
	}

	// Modify the search function to handle both datasets and models
	const searchResources = _.debounce(async (query, page = 1) => {
	performSearch(query, page);
	}, DEBOUNCE_MS);

	// Cache for trending resources
	let trendingResourcesCache = {
	datasets: null,
	models: null,
	};
	let cacheTimestamp = {
	datasets: null,
	models: null,
	};
	const CACHE_DURATION = 1000 * 60 * 15; // 15 minutes

	async function fetchTrendingResources(type) {
	if (
	trendingResourcesCache[type] &&
	cacheTimestamp[type] &&
	Date.now() - cacheTimestamp[type] < CACHE_DURATION
	) {
	return trendingResourcesCache[type];
	}

	try {
	const response = await fetch(`https://huggingface.co/api/${type}`);
	const data = await response.json();

	// Just take the first 20 resource IDs since they're already sorted
	const trendingResources = data
	.slice(0, 20)
	.map((resource) => resource.id);

	trendingResourcesCache[type] = trendingResources;
	cacheTimestamp[type] = Date.now();
	return trendingResources;
	} catch (error) {
	console.error(`Error fetching trending ${type}:`, error);
	return [];
	}
	}

	// New function to load trending resources from our API
	async function loadTrendingResources(type) {
	// Show loader and hide any errors
	document.getElementById("trendingLoader").style.display = "flex";
	document.getElementById("trendingResults").innerHTML = "";
	document.getElementById("errorMessage").classList.add("hidden");

	// Update selector to match current type
	document.getElementById("trendingTypeSelect").value = type;

	// Get filter values
	const limit = document.getElementById("trendingLimitSelect").value;

	try {
	const endpoint = `${API_URL}/trending/${type}`;
	const queryParams = new URLSearchParams({
	limit: limit,
	});

	// Add parameter filters for models
	if (type === "models" && currentParamFilter !== "any") {
	if (currentParamFilter.includes("-")) {
	const [min, max] = currentParamFilter.split("-");
	queryParams.append("min_param_count", parseInt(min) * 1e9);
	queryParams.append("max_param_count", parseInt(max) * 1e9);
	} else if (currentParamFilter.endsWith("+")) {
	queryParams.append(
	"min_param_count",
	parseInt(currentParamFilter.replace("+", "")) * 1e9
	);
	}
	}

	const response = await fetch(`${endpoint}?${queryParams}`);

	if (!response.ok) {
	throw new Error(`HTTP error! status: ${response.status}`);
	}

	const data = await response.json();

	// Display trending results
	const resultsContainer = document.getElementById("trendingResults");

	if (data.results && data.results.length > 0) {
	resultsContainer.innerHTML = data.results
	.map((result) => createResultCard(result))
	.join("");

	// Initialize icons for the new cards
	lucide.createIcons();
	} else {
	resultsContainer.innerHTML = `
	<div class="text-center p-8 bg-gray-50 rounded-lg">
	<p class="text-gray-500">No trending ${type} found matching your criteria</p>
	</div>
	`;
	}
	} catch (error) {
	console.error("Error loading trending resources:", error);
	document.getElementById("trendingResults").innerHTML = `
	<div class="text-center p-8 bg-gray-50 rounded-lg">
	<p class="text-red-500">Failed to load trending ${type}. Please try again later.</p>
	</div>
	`;
	} finally {
	document.getElementById("trendingLoader").style.display = "none";
	}
	}

	function displaySuggestions(resources, suggestionsBox) {
	if (resources.length > 0) {
	const resourceIcon = currentType === "datasets" ? "database" : "box";
	suggestionsBox.innerHTML = resources
	.map(
	(resourceId) => `
	<div
	class="p-3 hover:bg-gray-50 cursor-pointer border-b last:border-b-0"
	onclick="selectSuggestion('${resourceId}')"
	>
	<div class="flex items-center gap-2">
	<i data-lucide="${resourceIcon}" class="w-4 h-4 text-blue-500"></i>
	<span>${resourceId}</span>
	</div>
	</div>
	`
	)
	.join("");
	suggestionsBox.classList.remove("hidden");
	lucide.createIcons();
	} else {
	suggestionsBox.classList.add("hidden");
	}
	}

	function selectSuggestion(resource) {
	const resourceInput = document.getElementById("resourceInput");
	const suggestionsBox = document.getElementById("suggestionsBox");

	resourceInput.value = resource;
	suggestionsBox.classList.add("hidden");
	findSimilarResources();
	}

	// Modify the findSimilarResources function to handle both datasets and models
	async function findSimilarResources(page = 1) {
	const resourceId = document.getElementById("resourceInput").value;
	if (!resourceId) return;

	// Update URL with similar resource ID and type
	updateURL({
	similar: resourceId,
	q: null,
	type: currentType,
	tab: "similar",
	});

	// Show loader and hide error message
	document.getElementById("similarLoader").classList.remove("hidden");
	document.getElementById("errorMessage").classList.add("hidden");

	try {
	const endpoint = `${API_URL}/similarity/${currentType}`;
	const paramName =
	currentType === "datasets" ? "dataset_id" : "model_id";

	const params = new URLSearchParams({
	[paramName]: resourceId,
	k: RESULTS_PER_PAGE * page,
	sort_by: currentSort,
	min_likes: currentMinLikes,
	min_downloads: currentMinDownloads,
	});

	// Add parameter filters for models
	if (currentType === "models" && currentParamFilter !== "any") {
	if (currentParamFilter.includes("-")) {
	const [min, max] = currentParamFilter.split("-");
	params.append("min_param_count", parseInt(min) * 1e9);
	params.append("max_param_count", parseInt(max) * 1e9);
	} else if (currentParamFilter.endsWith("+")) {
	params.append(
	"min_param_count",
	parseInt(currentParamFilter.replace("+", "")) * 1e9
	);
	}
	}

	const response = await fetch(`${endpoint}?${params}`);
	if (!response.ok) throw new Error("Similarity search failed");

	const data = await response.json();
	displayResults(data.results, page);
	} catch (error) {
	showError(`Failed to find similar ${currentType}. Please try again.`);
	} finally {
	// Hide the loader when done
	document.getElementById("similarLoader").classList.add("hidden");
	}
	}

	// Display results
	function displayResults(results, page = 1) {
	const container = document.getElementById("resultsContainer");
	console.log("Displaying results:", results);
	if (results && results.length > 0) {
	// Sort results if not using similarity
	if (currentSort !== "similarity") {
	results.sort((a, b) => b[currentSort] - a[currentSort]);
	}

	container.innerHTML = `
	<div class="flex justify-between items-center mb-4">
	<h2 class="text-lg font-semibold">Results</h2>
	<div class="flex items-center gap-4">
	<span class="text-sm text-gray-500">Found ${
	results.length
	} results</span>
	<button
	onclick="shareResults()"
	class="flex items-center gap-1 text-sm px-3 py-1.5 bg-white border border-gray-200 rounded-lg hover:bg-gray-50"
	title="Copy link to these search results"
	>
	<i data-lucide="link"></i>
	Copy Search Link
	</button>
	</div>
	</div>
	${results.map((result) => createResultCard(result)).join("")}
	${
	results.length >= RESULTS_PER_PAGE * page &&
	RESULTS_PER_PAGE * (page + 1) <= MAX_RESULTS
	? `<div class="mt-4 flex items-center justify-between">
	<button
	onclick="loadMore()"
	class="px-6 py-3 bg-gray-100 hover:bg-gray-200 text-gray-700 rounded-lg transition-colors flex items-center gap-2"
	>
	<i data-lucide="more-horizontal"></i>
	Load More Results
	</button>
	<button
	onclick="shareResults()"
	class="flex items-center gap-1 text-sm px-3 py-1.5 bg-white border border-gray-200 rounded-lg hover:bg-gray-50"
	title="Copy link to these search results"
	>
	<i data-lucide="link"></i>
	Copy Search Link
	</button>
	</div>`
	: results.length >= MAX_RESULTS
	? `<div class="text-center mt-4 p-6 bg-blue-50 rounded-lg">
	<p class="text-gray-700 mb-3">You've reached the end of our journey! (${MAX_RESULTS} results)</p>
	<p class="text-gray-600 mb-4">Can't find what you're looking for? Why not create and share your own?</p>
	<div class="flex items-center justify-center gap-4">
	<a href="https://huggingface.co/docs/${
	currentType === "datasets"
	? "datasets/upload_dataset"
	: "hub/upload"
	}"
	target="_blank"
	class="inline-flex items-center gap-2 text-blue-500 hover:text-blue-700">
	<i data-lucide="external-link"></i>
	Learn how to share on Hugging Face
	</a>
	<button
	onclick="shareResults()"
	class="flex items-center gap-1 text-sm px-3 py-1.5 bg-white border border-gray-200 rounded-lg hover:bg-gray-50"
	title="Copy link to these search results"
	>
	<i data-lucide="link"></i>
	Copy Search Link
	</button>
	</div>
	</div>`
	: ""
	}
	`;
	lucide.createIcons();
	} else {
	container.innerHTML = `
	<div class="text-center text-gray-500">
	No results found
	</div>
	`;
	}
	}

	// Show error message
	function showError(message) {
	const errorElement = document.getElementById("errorMessage");
	errorElement.textContent = message;
	errorElement.classList.remove("hidden");
	}

	// Event listeners
	document
	.getElementById("searchInput")
	.addEventListener("input", (e) => searchResources(e.target.value));
	document
	.getElementById("resourceInput")
	.addEventListener("keydown", (e) => {
	if (e.key === "Enter") findSimilarResources();
	});

	// Update the findSimilarFromResult function
	function findSimilarFromResult(resourceId, resourceType) {
	// Switch to the similar tab
	switchTab("similar");

	// Set the resource type
	currentType = resourceType;
	document.getElementById("similarTypeSelect").value = resourceType;
	document.getElementById("searchTypeSelect").value = resourceType;
	document.getElementById("trendingTypeSelect").value = resourceType;

	// Set the resource ID in the input without triggering the focus event
	const resourceInput = document.getElementById("resourceInput");
	resourceInput.value = resourceId;

	// Hide suggestions box explicitly
	const suggestionsBox = document.getElementById("suggestionsBox");
	suggestionsBox.classList.add("hidden");

	// Trigger the search
	findSimilarResources();
	}

	// Add accordion functionality
	function toggleAccordion() {
	const content = document.getElementById("accordionContent");
	const icon = document.getElementById("accordionIcon");

	content.classList.toggle("hidden");
	icon.style.transform = content.classList.contains("hidden")
	? "rotate(0deg)"
	: "rotate(90deg)";
	}

	// Add the loadMore function
	function loadMore() {
	currentPage += 1;
	const activeTab = document.querySelector(".tab-trigger.active").id;

	if (activeTab === "searchTab") {
	const searchQuery = document.getElementById("searchInput").value;
	searchResources(searchQuery, currentPage);
	} else {
	findSimilarResources(currentPage);
	}
	}

	// Add this new function for toggling the preview
	function togglePreview(datasetId) {
	const content = document.getElementById(`preview-content-${datasetId}`);
	const icon = document.getElementById(`preview-icon-${datasetId}`);

	content.classList.toggle("hidden");
	icon.style.transform = content.classList.contains("hidden")
	? "rotate(0deg)"
	: "rotate(90deg)";
	}

	// Update the share function name and remove the datasetId parameter
	async function shareResults() {
	const activeTab = document.querySelector(".tab-trigger.active").id;
	const currentURL = new URL(window.location);

	// Update URL based on active tab
	if (activeTab === "searchTab") {
	const searchQuery = document.getElementById("searchInput").value;
	currentURL.searchParams.set("q", searchQuery);
	currentURL.searchParams.delete("similar");
	} else if (activeTab === "similarTab") {
	const resourceId = document.getElementById("resourceInput").value;
	currentURL.searchParams.set("similar", resourceId);
	currentURL.searchParams.delete("q");
	} else if (activeTab === "trendingTab") {
	// For trending tab, save the selected options
	const limit = document.getElementById("trendingLimitSelect").value;

	currentURL.searchParams.set("limit", limit);
	currentURL.searchParams.delete("q");
	currentURL.searchParams.delete("similar");
	}

	// Always include the current tab and type
	currentURL.searchParams.set("tab", activeTab.replace("Tab", ""));
	currentURL.searchParams.set("type", currentType);

	try {
	await navigator.clipboard.writeText(currentURL.toString());

	// Show success message
	const buttons = document.querySelectorAll(
	'button[onclick="shareResults()"]'
	);
	buttons.forEach((button) => {
	const originalHTML = button.innerHTML;
	button.innerHTML =
	'<i data-lucide="check"></i> Search Link Copied!';
	button.classList.add(
	"bg-green-50",
	"border-green-200",
	"text-green-600"
	);
	lucide.createIcons();

	setTimeout(() => {
	button.innerHTML = originalHTML;
	button.classList.remove(
	"bg-green-50",
	"border-green-200",
	"text-green-600"
	);
	lucide.createIcons();
	}, 2000);
	});
	} catch (error) {
	console.error("Error copying to clipboard:", error);
	}
	}

	// Update selectType to preserve parameter filter selection
	function selectType(type) {
	// Store current filter value before changing type
	const currentParamValue = currentParamFilter;

	// Update the current type
	currentType = type;

	// Update the type selectors to maintain consistency
	document.getElementById("searchTypeSelect").value = type;
	document.getElementById("similarTypeSelect").value = type;

	// We no longer need to show/hide parameter filter sections
	// since we've removed them from the popovers

	if (type !== "models") {
	// Reset parameter filters when switching away from models
	currentParamFilter = "any";
	}

	// Update filter indicators
	updateFilterIndicators("search");
	updateFilterIndicators("similar");

	// Update the parameter filter UI - this will show/hide based on type
	updateParamFilterUI();

	// Re-run search if needed
	const activeTab = document.querySelector(".tab-trigger.active").id;
	if (activeTab === "searchTab") {
	const searchQuery = document.getElementById("searchInput").value;
	if (searchQuery.length >= MIN_SEARCH_LENGTH) {
	performSearch(searchQuery, 1);
	}
	} else if (activeTab === "similarTab") {
	const resourceId = document.getElementById("resourceInput").value;
	if (resourceId) {
	findSimilarResources(1);
	}
	} else if (activeTab === "trendingTab") {
	loadTrendingResources(type);
	}
	}

	// Add this helper function to update filter indicators consistently
	function updateFilterIndicators(tab) {
	const activeFiltersSpan = document.getElementById(
	`${tab}ActiveFilters`
	);

	// Count active filters
	let activeCount =
	(currentMinLikes > 0 ? 1 : 0) +
	(currentMinDownloads > 0 ? 1 : 0) +
	(currentType === "models" && currentParamFilter !== "any" ? 1 : 0);

	if (activeCount > 0) {
	activeFiltersSpan.textContent = activeCount;
	activeFiltersSpan.classList.remove("hidden");
	} else {
	activeFiltersSpan.classList.add("hidden");
	}
	}

	// Improved handleFilterChange function
	function handleFilterChange(tab) {
	const minLikesInput = document.getElementById(`${tab}MinLikes`);
	const minDownloadsInput = document.getElementById(`${tab}MinDownloads`);
	const paramRangeSelect = document.getElementById(
	`${tab}ParamRangeSelect`
	);
	const sortSelect = document.getElementById(`${tab}SortSelect`);
	const activeFiltersSpan = document.getElementById(
	`${tab}ActiveFilters`
	);

	// Update the global filter values
	currentMinLikes = parseInt(minLikesInput.value) \|\| 0;
	currentMinDownloads = parseInt(minDownloadsInput.value) \|\| 0;

	// Update sort value from the select element
	if (sortSelect) {
	currentSort = sortSelect.value;
	}

	// Update parameter filter if we're on models and sync between tabs
	if (currentType === "models" && paramRangeSelect) {
	currentParamFilter = paramRangeSelect.value;
	syncParamFilterValues();
	}

	// Update active filters indicator
	let activeCount =
	(currentMinLikes > 0 ? 1 : 0) +
	(currentMinDownloads > 0 ? 1 : 0) +
	(currentType === "models" && currentParamFilter !== "any" ? 1 : 0);

	if (activeCount > 0) {
	activeFiltersSpan.textContent = activeCount;
	activeFiltersSpan.classList.remove("hidden");
	} else {
	activeFiltersSpan.classList.add("hidden");
	}

	// Re-run the current search with new filters
	if (tab === "search") {
	const searchQuery = document.getElementById("searchInput").value;
	if (searchQuery.length >= MIN_SEARCH_LENGTH) {
	currentPage = 1;
	performSearch(searchQuery, 1);
	}
	} else {
	const resourceId = document.getElementById("resourceInput").value;
	if (resourceId) {
	currentPage = 1;
	findSimilarResources(1);
	}
	}
	}

	// Add this function to create a parameter filter UI above the results
	function updateParamFilterUI() {
	// Check if we should show the filter (only for models)
	if (currentType !== "models") {
	// Remove the filter UI if it exists
	const existingFilter = document.getElementById("paramFilterBar");
	if (existingFilter) {
	existingFilter.remove();
	}
	return;
	}

	// Check if we already have the filter UI
	let paramFilterBar = document.getElementById("paramFilterBar");

	// If not, create it
	if (!paramFilterBar) {
	paramFilterBar = document.createElement("div");
	paramFilterBar.id = "paramFilterBar";
	paramFilterBar.className =
	"bg-white p-4 rounded-lg shadow-sm border border-gray-100 mb-4";

	// Create the filter content
	paramFilterBar.innerHTML = `
	<div class="flex flex-col gap-2">
	<div class="flex items-center justify-between">
	<h3 class="text-sm font-medium text-gray-700">Filter by Parameter Size</h3>
	<button onclick="clearParamFilter()" class="text-xs text-blue-500 hover:text-blue-700">Clear</button>
	</div>
	<div class="flex flex-wrap gap-2 mt-1" id="paramFilterButtons">
	<button onclick="applyParamFilter('any')" class="filter-btn ${
	currentParamFilter === "any" ? "active" : ""
	}">
	Any size
	</button>
	<button onclick="applyParamFilter('0-1')" class="filter-btn ${
	currentParamFilter === "0-1" ? "active" : ""
	}">
	Small (0-1B)
	</button>
	<button onclick="applyParamFilter('1-7')" class="filter-btn ${
	currentParamFilter === "1-7" ? "active" : ""
	}">
	Medium (1-7B)
	</button>
	<button onclick="applyParamFilter('7-20')" class="filter-btn ${
	currentParamFilter === "7-20" ? "active" : ""
	}">
	Large (7-20B)
	</button>
	<button onclick="applyParamFilter('20-70')" class="filter-btn ${
	currentParamFilter === "20-70" ? "active" : ""
	}">
	XL (20-70B)
	</button>
	<button onclick="applyParamFilter('70+')" class="filter-btn ${
	currentParamFilter === "70+" ? "active" : ""
	}">
	XXL (70B+)
	</button>
	</div>
	</div>
	`;

	// Insert it before the results container
	const resultsContainer = document.getElementById("resultsContainer");
	resultsContainer.parentNode.insertBefore(
	paramFilterBar,
	resultsContainer
	);

	// Add CSS for the filter buttons
	const style = document.createElement("style");
	style.textContent = `
	.filter-btn {
	padding: 6px 12px;
	border-radius: 4px;
	font-size: 0.875rem;
	background-color: #f3f4f6;
	color: #4b5563;
	transition: all 0.2s;
	}
	.filter-btn:hover {
	background-color: #e5e7eb;
	}
	.filter-btn.active {
	background-color: #3b82f6;
	color: white;
	}
	`;
	document.head.appendChild(style);
	} else {
	// Just update the active state on existing buttons
	const buttons = paramFilterBar.querySelectorAll(".filter-btn");
	buttons.forEach((btn) => {
	btn.classList.remove("active");
	const filterValue = btn.getAttribute("onclick").match(/'(.*?)'/)[1];
	if (filterValue === currentParamFilter) {
	btn.classList.add("active");
	}
	});
	}
	}

	// Function to apply parameter filter
	function applyParamFilter(value) {
	// Update the filter value
	currentParamFilter = value;

	// Update the filter UI
	updateParamFilterUI();

	// Update filter indicators
	updateFilterIndicators("search");
	updateFilterIndicators("similar");

	// Re-run the current search
	const activeTab = document.querySelector(".tab-trigger.active").id;

	if (activeTab === "searchTab") {
	const searchQuery = document.getElementById("searchInput").value;
	if (searchQuery.length >= MIN_SEARCH_LENGTH) {
	currentPage = 1;
	performSearch(searchQuery, 1);
	}
	} else if (activeTab === "similarTab") {
	const resourceId = document.getElementById("resourceInput").value;
	if (resourceId) {
	currentPage = 1;
	findSimilarResources(1);
	}
	} else if (activeTab === "trendingTab") {
	loadTrendingResources(currentType);
	}
	}

	// Function to clear parameter filter
	function clearParamFilter() {
	applyParamFilter("any");
	}

	// Add this to initialize the UI when the page loads
	document.addEventListener("DOMContentLoaded", function () {
	// Set initial type selection
	selectType(INITIAL_TYPE);

	// Initialize parameter filter UI
	updateParamFilterUI();

	// Switch to the initial tab from URL
	switchTab(INITIAL_TAB);

	// Initialize with search query if present in URL
	if (INITIAL_SEARCH && INITIAL_SEARCH.length >= MIN_SEARCH_LENGTH) {
	document.getElementById("searchInput").value = INITIAL_SEARCH;
	performSearch(INITIAL_SEARCH, 1);
	}

	// Initialize with similar resource if present in URL
	if (INITIAL_SIMILAR) {
	document.getElementById("resourceInput").value = INITIAL_SIMILAR;
	findSimilarResources(1);
	}

	// Add input event listener for resource suggestions
	document
	.getElementById("resourceInput")
	.addEventListener("input", function (e) {
	const query = e.target.value.trim();
	if (query.length >= 2) {
	fetchResourceSuggestions(query);
	} else {
	document.getElementById("suggestionsBox").classList.add("hidden");
	}
	});

	// Close suggestions when clicking outside
	document.addEventListener("click", function (e) {
	if (
	!e.target.closest("#resourceInput") &&
	!e.target.closest("#suggestionsBox")
	) {
	document.getElementById("suggestionsBox").classList.add("hidden");
	}
	});
	});

	// Add function to fetch resource suggestions
	async function fetchResourceSuggestions(query) {
	if (query.length < 2) return;

	try {
	const response = await fetch(
	`${API_URL}/suggest/${currentType}?q=${encodeURIComponent(query)}`
	);
	if (!response.ok) throw new Error("Failed to fetch suggestions");

	const data = await response.json();
	if (data && data.suggestions && data.suggestions.length > 0) {
	displaySuggestions(
	data.suggestions,
	document.getElementById("suggestionsBox")
	);
	} else {
	document.getElementById("suggestionsBox").classList.add("hidden");
	}
	} catch (error) {
	console.error("Error fetching suggestions:", error);
	document.getElementById("suggestionsBox").classList.add("hidden");
	}
	}
	</script>
	</body>
	</html>