set('recommendations.embedding.enabled', true); config()->set('recommendations.embedding.endpoint', '/embed'); config()->set('recommendations.embedding.min_dim', 2); config()->set('vision.clip.base_url', 'https://clip.local'); config()->set('vision.vector_gateway.enabled', true); config()->set('vision.vector_gateway.base_url', 'https://vision.local'); config()->set('vision.vector_gateway.api_key', 'test-key'); config()->set('vision.vector_gateway.upsert_endpoint', '/vectors/upsert'); config()->set('cdn.files_url', 'https://files.local'); Http::fake([ 'https://clip.local/embed' => Http::response([ 'embedding' => [3.0, 4.0], ], 200), 'https://vision.local/vectors/upsert' => Http::response([ 'status' => 'ok', ], 200), ]); $contentType = ContentType::query()->create([ 'name' => 'Wallpapers', 'slug' => 'wallpapers', 'description' => '', ]); $category = Category::query()->create([ 'content_type_id' => $contentType->id, 'parent_id' => null, 'name' => 'Abstract', 'slug' => 'abstract', 'description' => '', 'image' => null, 'is_active' => true, 'sort_order' => 10, ]); $artwork = Artwork::factory()->create([ 'hash' => 'aabbccddeeff1122', 'thumb_ext' => 'webp', 'is_public' => true, 'is_approved' => true, 'published_at' => now()->subDay(), ]); $artwork->categories()->attach($category->id); $tag = Tag::query()->create(['name' => 'Neon', 'slug' => 'neon']); $artwork->tags()->attach($tag->id, ['source' => 'ai', 'confidence' => 0.91]); $job = new GenerateArtworkEmbeddingJob($artwork->id, 'aabbccddeeff1122'); $job->handle( app(\App\Services\Vision\ArtworkEmbeddingClient::class), app(\App\Services\Vision\ArtworkVisionImageUrl::class), app(\App\Services\Vision\ArtworkVectorIndexService::class), ); $embedding = ArtworkEmbedding::query()->where('artwork_id', $artwork->id)->first(); $artwork->refresh(); expect($embedding)->not->toBeNull() ->and($embedding?->dim)->toBe(2) ->and($embedding?->is_normalized)->toBeTrue() ->and($artwork->last_vector_indexed_at)->not->toBeNull(); $vector = json_decode((string) $embedding?->embedding_json, true, 512, JSON_THROW_ON_ERROR); expect(round((float) $vector[0], 4))->toBe(0.6) ->and(round((float) $vector[1], 4))->toBe(0.8); Http::assertSent(function (\Illuminate\Http\Client\Request $request) use ($artwork): bool { if ($request->url() !== 'https://vision.local/vectors/upsert') { return false; } $data = $request->data(); return ($data['id'] ?? null) === (string) $artwork->id && ($data['url'] ?? null) === 'https://files.local/md/aa/bb/aabbccddeeff1122.webp' && ($data['metadata']['content_type'] ?? null) === 'Wallpapers' && ($data['metadata']['category'] ?? null) === 'Abstract' && ($data['metadata']['tags'] ?? null) === ['neon'] && ($data['metadata']['user_id'] ?? null) === (string) $artwork->user_id; }); }); it('keeps the local embedding when vector upsert fails', function () { config()->set('recommendations.embedding.enabled', true); config()->set('recommendations.embedding.endpoint', '/embed'); config()->set('recommendations.embedding.min_dim', 2); config()->set('vision.clip.base_url', 'https://clip.local'); config()->set('vision.vector_gateway.enabled', true); config()->set('vision.vector_gateway.base_url', 'https://vision.local'); config()->set('vision.vector_gateway.api_key', 'test-key'); config()->set('vision.vector_gateway.upsert_endpoint', '/vectors/upsert'); config()->set('cdn.files_url', 'https://files.local'); Http::fake([ 'https://clip.local/embed' => Http::response([ 'embedding' => [1.0, 2.0, 2.0], ], 200), 'https://vision.local/vectors/upsert' => Http::response([ 'message' => 'gateway error', ], 500), ]); $artwork = Artwork::factory()->create([ 'hash' => '1122334455667788', 'thumb_ext' => 'webp', 'is_public' => true, 'is_approved' => true, 'published_at' => now()->subDay(), ]); $job = new GenerateArtworkEmbeddingJob($artwork->id, '1122334455667788'); $job->handle( app(\App\Services\Vision\ArtworkEmbeddingClient::class), app(\App\Services\Vision\ArtworkVisionImageUrl::class), app(\App\Services\Vision\ArtworkVectorIndexService::class), ); $artwork->refresh(); expect(ArtworkEmbedding::query()->where('artwork_id', $artwork->id)->exists())->toBeTrue() ->and($artwork->last_vector_indexed_at)->toBeNull(); Http::assertSentCount(2); });