Save workspace changes
This commit is contained in:
@@ -0,0 +1,143 @@
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<?php
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declare(strict_types=1);
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namespace App\Services\Vision;
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use App\Models\Artwork;
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use Illuminate\Http\UploadedFile;
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use Illuminate\Support\Facades\Cache;
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use Illuminate\Support\Facades\Storage;
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use RuntimeException;
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final class AiArtworkVectorSearchService
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{
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public function __construct(
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private readonly VectorGatewayClient $client,
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private readonly ArtworkVisionImageUrl $imageUrl,
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) {
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}
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public function isConfigured(): bool
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{
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return $this->client->isConfigured();
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}
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/**
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* @return list<array<string, mixed>>
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*/
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public function similarToArtwork(Artwork $artwork, int $limit = 12): array
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{
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$safeLimit = max(1, min(24, $limit));
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$cacheKey = sprintf('rec:artwork:%d:similar-ai:%d', $artwork->id, $safeLimit);
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$ttl = max(60, (int) config('recommendations.ttl.similar_artworks', 30 * 60));
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return Cache::remember($cacheKey, $ttl, function () use ($artwork, $safeLimit): array {
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$url = $this->imageUrl->fromArtwork($artwork);
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if ($url === null) {
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return [];
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}
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$matches = $this->client->searchByUrl($url, $safeLimit + 1);
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return $this->resolveMatches($matches, $safeLimit, $artwork->id);
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});
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}
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/**
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* @return list<array<string, mixed>>
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*/
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public function searchByUploadedImage(UploadedFile $file, int $limit = 12): array
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{
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$safeLimit = max(1, min(24, $limit));
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$path = $file->store('ai-search/tmp', 'public');
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if (! is_string($path) || $path === '') {
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throw new RuntimeException('Unable to persist uploaded image for vector search.');
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}
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$publicBaseUrl = rtrim((string) config('filesystems.disks.public.url', ''), '/');
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if ($publicBaseUrl === '') {
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Storage::disk('public')->delete($path);
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throw new RuntimeException('Public disk URL is not configured for vector search uploads.');
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}
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$url = $publicBaseUrl . '/' . ltrim($path, '/');
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try {
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$matches = $this->client->searchByUrl($url, $safeLimit);
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return $this->resolveMatches($matches, $safeLimit);
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} finally {
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Storage::disk('public')->delete($path);
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}
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}
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/**
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* @param list<array{id: int|string, score: float, metadata: array<string, mixed>}> $matches
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* @return list<array<string, mixed>>
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*/
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private function resolveMatches(array $matches, int $limit, ?int $excludeArtworkId = null): array
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{
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$orderedIds = [];
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$scores = [];
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foreach ($matches as $match) {
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$artworkId = (int) ($match['id'] ?? 0);
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if ($artworkId <= 0) {
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continue;
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}
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if ($excludeArtworkId !== null && $artworkId === $excludeArtworkId) {
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continue;
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}
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if (isset($scores[$artworkId])) {
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continue;
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}
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$orderedIds[] = $artworkId;
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$scores[$artworkId] = (float) ($match['score'] ?? 0.0);
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}
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if ($orderedIds === []) {
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return [];
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}
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$artworks = Artwork::query()
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->whereIn('id', $orderedIds)
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->public()
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->published()
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->with(['user:id,name', 'user.profile:user_id,avatar_hash'])
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->get()
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->keyBy('id');
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$items = [];
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foreach ($orderedIds as $artworkId) {
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/** @var Artwork|null $artwork */
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$artwork = $artworks->get($artworkId);
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if ($artwork === null) {
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continue;
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}
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$items[] = [
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'id' => $artwork->id,
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'title' => $artwork->title,
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'slug' => $artwork->slug,
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'thumb' => $artwork->thumbUrl('md'),
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'url' => '/art/' . $artwork->id . '/' . $artwork->slug,
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'author' => $artwork->user?->name ?? 'Artist',
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'author_avatar' => $artwork->user?->profile?->avatar_url,
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'author_id' => $artwork->user_id,
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'score' => round((float) ($scores[$artworkId] ?? 0.0), 5),
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'source' => 'vector_gateway',
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];
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if (count($items) >= $limit) {
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break;
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}
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}
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return $items;
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}
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}
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@@ -0,0 +1,95 @@
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<?php
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declare(strict_types=1);
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namespace App\Services\Vision;
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use Illuminate\Support\Facades\Http;
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final class ArtworkEmbeddingClient
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{
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/**
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* @return array<int, float>
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*/
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public function embed(string $imageUrl, int $artworkId, string $sourceHash): array
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{
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$base = trim((string) config('vision.clip.base_url', ''));
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if ($base === '') {
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return [];
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}
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$endpoint = (string) config('recommendations.embedding.endpoint', '/embed');
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$url = rtrim($base, '/') . '/' . ltrim($endpoint, '/');
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$timeout = (int) config('recommendations.embedding.timeout_seconds', 8);
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$connectTimeout = (int) config('recommendations.embedding.connect_timeout_seconds', 2);
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$retries = (int) config('recommendations.embedding.retries', 1);
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$delay = (int) config('recommendations.embedding.retry_delay_ms', 200);
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$response = Http::acceptJson()
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->connectTimeout(max(1, $connectTimeout))
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->timeout(max(1, $timeout))
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->retry(max(0, $retries), max(0, $delay), throw: false)
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->post($url, [
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'image_url' => $imageUrl,
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'artwork_id' => $artworkId,
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'hash' => $sourceHash,
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]);
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if (! $response->ok()) {
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return [];
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}
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return $this->extractEmbedding($response->json());
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}
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/**
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* @param mixed $json
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* @return array<int, float>
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*/
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private function extractEmbedding(mixed $json): array
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{
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$candidate = null;
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if (is_array($json) && $this->isNumericVector($json)) {
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$candidate = $json;
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} elseif (is_array($json) && isset($json['embedding']) && is_array($json['embedding'])) {
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$candidate = $json['embedding'];
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} elseif (is_array($json) && isset($json['data']['embedding']) && is_array($json['data']['embedding'])) {
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$candidate = $json['data']['embedding'];
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}
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if (! is_array($candidate) || ! $this->isNumericVector($candidate)) {
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return [];
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}
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$vector = array_map(static fn ($value): float => (float) $value, $candidate);
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$dim = count($vector);
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$minDim = (int) config('recommendations.embedding.min_dim', 64);
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$maxDim = (int) config('recommendations.embedding.max_dim', 4096);
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if ($dim < $minDim || $dim > $maxDim) {
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return [];
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}
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return $vector;
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}
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/**
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* @param array<mixed> $arr
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*/
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private function isNumericVector(array $arr): bool
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{
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if ($arr === []) {
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return false;
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}
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foreach ($arr as $value) {
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if (! is_numeric($value)) {
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return false;
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}
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}
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return true;
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}
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}
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@@ -0,0 +1,55 @@
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<?php
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declare(strict_types=1);
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namespace App\Services\Vision;
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use App\Models\Artwork;
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use RuntimeException;
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final class ArtworkVectorIndexService
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{
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public function __construct(
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private readonly VectorGatewayClient $client,
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private readonly ArtworkVisionImageUrl $imageUrl,
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private readonly ArtworkVectorMetadataService $metadata,
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) {
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}
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public function isConfigured(): bool
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{
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return $this->client->isConfigured();
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}
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/**
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* @return array{url: string, metadata: array<string, mixed>}
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*/
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public function payloadForArtwork(Artwork $artwork): array
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{
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$url = $this->imageUrl->fromArtwork($artwork);
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if ($url === null || $url === '') {
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throw new RuntimeException('No vision image URL could be generated for artwork ' . (int) $artwork->id . '.');
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}
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return [
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'url' => $url,
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'metadata' => $this->metadata->forArtwork($artwork),
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];
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}
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/**
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* @return array{url: string, metadata: array<string, mixed>}
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*/
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public function upsertArtwork(Artwork $artwork): array
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{
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$payload = $this->payloadForArtwork($artwork);
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$this->client->upsertByUrl($payload['url'], (int) $artwork->id, $payload['metadata']);
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$artwork->forceFill([
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'last_vector_indexed_at' => now(),
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])->save();
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return $payload;
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}
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}
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@@ -0,0 +1,51 @@
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<?php
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declare(strict_types=1);
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namespace App\Services\Vision;
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use App\Models\Artwork;
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use App\Models\Category;
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final class ArtworkVectorMetadataService
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{
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/**
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* @return array{content_type: string, category: string, user_id: string, tags: list<string>, is_public: bool, is_deleted: bool, is_nsfw: bool, category_id: int, content_type_id: int, status: mixed}
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*/
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public function forArtwork(Artwork $artwork): array
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{
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$artwork->loadMissing([
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'categories' => fn ($categories) => $categories->with('contentType')->orderBy('sort_order')->orderBy('name'),
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'tags:id,slug',
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]);
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$category = $this->primaryCategory($artwork);
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return [
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'content_type' => (string) ($category?->contentType?->name ?? ''),
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'category' => (string) ($category?->name ?? ''),
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'user_id' => (string) ($artwork->user_id ?? ''),
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'is_public' => (bool) $artwork->is_public,
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'is_deleted' => $artwork->trashed(),
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'is_nsfw' => (bool) $artwork->is_mature,
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'category_id' => (int) ($category?->id ?? 0),
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'content_type_id' => (int) ($category?->contentType?->id ?? 0),
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'status' => $artwork->artwork_status,
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'tags' => $artwork->tags
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->pluck('slug')
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->map(static fn (mixed $slug): string => trim((string) $slug))
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->filter(static fn (string $slug): bool => $slug !== '')
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->unique()
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->values()
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->all(),
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];
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}
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private function primaryCategory(Artwork $artwork): ?Category
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{
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/** @var Category|null $category */
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$category = $artwork->categories->sortBy('sort_order')->first();
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return $category;
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}
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}
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@@ -0,0 +1,29 @@
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<?php
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declare(strict_types=1);
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namespace App\Services\Vision;
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use App\Models\Artwork;
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use App\Services\ThumbnailService;
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final class ArtworkVisionImageUrl
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{
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public function fromArtwork(Artwork $artwork): ?string
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{
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return $this->fromHash(
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(string) ($artwork->hash ?? ''),
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(string) ($artwork->thumb_ext ?: 'webp')
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);
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}
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public function fromHash(?string $hash, ?string $ext = 'webp', string $size = 'md'): ?string
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{
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$clean = strtolower((string) preg_replace('/[^a-z0-9]/', '', (string) $hash));
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if ($clean === '') {
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return null;
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}
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return ThumbnailService::fromHash($clean, $ext, $size);
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}
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}
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@@ -0,0 +1,213 @@
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<?php
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declare(strict_types=1);
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namespace App\Services\Vision;
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use Illuminate\Http\Client\PendingRequest;
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use Illuminate\Http\Client\Response;
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use Illuminate\Support\Facades\Http;
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use RuntimeException;
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final class VectorGatewayClient
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{
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public function isConfigured(): bool
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{
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return (bool) config('vision.vector_gateway.enabled', true)
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&& $this->baseUrl() !== ''
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&& $this->apiKey() !== '';
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}
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public function upsertByUrl(string $imageUrl, int|string $id, array $metadata = []): array
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{
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$response = $this->postJson(
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$this->url((string) config('vision.vector_gateway.upsert_endpoint', '/vectors/upsert')),
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[
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'url' => $imageUrl,
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'id' => (string) $id,
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'metadata' => $metadata,
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]
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);
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if ($response->failed()) {
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throw new RuntimeException($this->failureMessage('Vector upsert', $response));
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}
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$json = $response->json();
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return is_array($json) ? $json : [];
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}
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/**
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* @return list<array{id: int|string, score: float, metadata: array<string, mixed>}>
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*/
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public function searchByUrl(string $imageUrl, int $limit = 5): array
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{
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$response = $this->postJson(
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$this->url((string) config('vision.vector_gateway.search_endpoint', '/vectors/search')),
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[
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'url' => $imageUrl,
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'limit' => max(1, $limit),
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]
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);
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if ($response->failed()) {
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throw new RuntimeException($this->failureMessage('Vector search', $response));
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}
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return $this->extractMatches($response->json());
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}
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public function deleteByIds(array $ids): array
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{
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$response = $this->postJson(
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$this->url((string) config('vision.vector_gateway.delete_endpoint', '/vectors/delete')),
|
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[
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'ids' => array_values(array_map(static fn (int|string $id): string => (string) $id, $ids)),
|
||||
]
|
||||
);
|
||||
|
||||
if ($response->failed()) {
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throw new RuntimeException($this->failureMessage('Vector delete', $response));
|
||||
}
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||||
|
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$json = $response->json();
|
||||
|
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return is_array($json) ? $json : [];
|
||||
}
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||||
|
||||
private function request(): PendingRequest
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||||
{
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||||
if (! $this->isConfigured()) {
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||||
throw new RuntimeException('Vision vector gateway is not configured. Set VISION_VECTOR_GATEWAY_URL and VISION_VECTOR_GATEWAY_API_KEY.');
|
||||
}
|
||||
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||||
return Http::acceptJson()
|
||||
->withHeaders([
|
||||
'X-API-Key' => $this->apiKey(),
|
||||
])
|
||||
->connectTimeout(max(1, (int) config('vision.vector_gateway.connect_timeout_seconds', 5)))
|
||||
->timeout(max(1, (int) config('vision.vector_gateway.timeout_seconds', 20)))
|
||||
->retry(
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max(0, (int) config('vision.vector_gateway.retries', 1)),
|
||||
max(0, (int) config('vision.vector_gateway.retry_delay_ms', 250)),
|
||||
throw: false,
|
||||
);
|
||||
}
|
||||
|
||||
/**
|
||||
* @param array<string, mixed> $payload
|
||||
*/
|
||||
private function postJson(string $url, array $payload): Response
|
||||
{
|
||||
$response = $this->request()->post($url, $payload);
|
||||
|
||||
if (! $response instanceof Response) {
|
||||
throw new RuntimeException('Vector gateway request did not return an HTTP response.');
|
||||
}
|
||||
|
||||
return $response;
|
||||
}
|
||||
|
||||
private function baseUrl(): string
|
||||
{
|
||||
return rtrim((string) config('vision.vector_gateway.base_url', ''), '/');
|
||||
}
|
||||
|
||||
private function apiKey(): string
|
||||
{
|
||||
return trim((string) config('vision.vector_gateway.api_key', ''));
|
||||
}
|
||||
|
||||
private function url(string $path): string
|
||||
{
|
||||
return $this->baseUrl() . '/' . ltrim($path, '/');
|
||||
}
|
||||
|
||||
private function failureMessage(string $operation, Response $response): string
|
||||
{
|
||||
$body = trim($response->body());
|
||||
|
||||
if ($body === '') {
|
||||
return $operation . ' failed with HTTP ' . $response->status() . '.';
|
||||
}
|
||||
|
||||
return $operation . ' failed with HTTP ' . $response->status() . ': ' . $body;
|
||||
}
|
||||
|
||||
/**
|
||||
* @param mixed $json
|
||||
* @return list<array{id: int|string, score: float, metadata: array<string, mixed>}>
|
||||
*/
|
||||
private function extractMatches(mixed $json): array
|
||||
{
|
||||
$candidates = [];
|
||||
|
||||
if (is_array($json)) {
|
||||
$candidates = $this->extractCandidateRows($json);
|
||||
}
|
||||
|
||||
$results = [];
|
||||
foreach ($candidates as $candidate) {
|
||||
if (! is_array($candidate)) {
|
||||
continue;
|
||||
}
|
||||
|
||||
$id = $candidate['id']
|
||||
?? $candidate['point_id']
|
||||
?? $candidate['payload']['id']
|
||||
?? $candidate['metadata']['id']
|
||||
?? null;
|
||||
|
||||
if (! is_int($id) && ! is_string($id)) {
|
||||
continue;
|
||||
}
|
||||
|
||||
$score = $candidate['score']
|
||||
?? $candidate['similarity']
|
||||
?? $candidate['distance']
|
||||
?? 0.0;
|
||||
|
||||
$metadata = $candidate['metadata'] ?? $candidate['payload'] ?? [];
|
||||
if (! is_array($metadata)) {
|
||||
$metadata = [];
|
||||
}
|
||||
|
||||
$results[] = [
|
||||
'id' => $id,
|
||||
'score' => (float) $score,
|
||||
'metadata' => $metadata,
|
||||
];
|
||||
}
|
||||
|
||||
return $results;
|
||||
}
|
||||
|
||||
/**
|
||||
* @param array<mixed> $json
|
||||
* @return array<int, mixed>
|
||||
*/
|
||||
private function extractCandidateRows(array $json): array
|
||||
{
|
||||
$keys = ['results', 'matches', 'points', 'data'];
|
||||
|
||||
foreach ($keys as $key) {
|
||||
if (! isset($json[$key]) || ! is_array($json[$key])) {
|
||||
continue;
|
||||
}
|
||||
|
||||
$value = $json[$key];
|
||||
if (array_is_list($value)) {
|
||||
return $value;
|
||||
}
|
||||
|
||||
foreach (['results', 'matches', 'points', 'items'] as $nestedKey) {
|
||||
if (isset($value[$nestedKey]) && is_array($value[$nestedKey]) && array_is_list($value[$nestedKey])) {
|
||||
return $value[$nestedKey];
|
||||
}
|
||||
}
|
||||
}
|
||||
|
||||
return array_is_list($json) ? $json : [];
|
||||
}
|
||||
}
|
||||
@@ -0,0 +1,54 @@
|
||||
<?php
|
||||
|
||||
declare(strict_types=1);
|
||||
|
||||
namespace App\Services\Vision;
|
||||
|
||||
use App\Models\Artwork;
|
||||
use Illuminate\Http\UploadedFile;
|
||||
|
||||
final class VectorService
|
||||
{
|
||||
public function __construct(
|
||||
private readonly AiArtworkVectorSearchService $searchService,
|
||||
private readonly ArtworkVectorIndexService $indexService,
|
||||
) {
|
||||
}
|
||||
|
||||
public function isConfigured(): bool
|
||||
{
|
||||
return $this->searchService->isConfigured();
|
||||
}
|
||||
|
||||
/**
|
||||
* @return list<array<string, mixed>>
|
||||
*/
|
||||
public function similarToArtwork(Artwork $artwork, int $limit = 12): array
|
||||
{
|
||||
return $this->searchService->similarToArtwork($artwork, $limit);
|
||||
}
|
||||
|
||||
/**
|
||||
* @return list<array<string, mixed>>
|
||||
*/
|
||||
public function searchByUploadedImage(UploadedFile $file, int $limit = 12): array
|
||||
{
|
||||
return $this->searchService->searchByUploadedImage($file, $limit);
|
||||
}
|
||||
|
||||
/**
|
||||
* @return array{url: string, metadata: array<string, mixed>}
|
||||
*/
|
||||
public function payloadForArtwork(Artwork $artwork): array
|
||||
{
|
||||
return $this->indexService->payloadForArtwork($artwork);
|
||||
}
|
||||
|
||||
/**
|
||||
* @return array{url: string, metadata: array<string, mixed>}
|
||||
*/
|
||||
public function upsertArtwork(Artwork $artwork): array
|
||||
{
|
||||
return $this->indexService->upsertArtwork($artwork);
|
||||
}
|
||||
}
|
||||
File diff suppressed because it is too large
Load Diff
Reference in New Issue
Block a user