Added L1 distance

.github/workflows/build.yml

@@ -22,7 +22,7 @@ jobs:
           dev-files: true
       - run: |
           cd /tmp
-          git clone --branch v0.6.0 https://github.com/pgvector/pgvector.git
+          git clone --branch v0.7.0 https://github.com/pgvector/pgvector.git
           cd pgvector
           make
           sudo make install

CHANGELOG.md

@@ -1,5 +1,6 @@
 ## 0.2.0 (unreleased)
 
+- Added `L1` distance
 - Changed `Distance` to enum
 - Dropped support for PHP < 8.1
 - Dropped support for Laravel < 10

src/laravel/Distance.php

@@ -7,4 +7,5 @@ enum Distance
     case L2;
     case InnerProduct;
     case Cosine;
+    case L1;
 }

src/laravel/HasNeighbors.php

@@ -19,6 +19,9 @@ public function scopeNearestNeighbors(Builder $query, string $column, mixed $val
             case Distance::Cosine:
                 $op = '<=>';
                 break;
+            case Distance::L1:
+                $op = '<+>';
+                break;
             default:
                 throw new \InvalidArgumentException("Invalid distance");
         }

tests/LaravelTest.php

@@ -97,6 +97,15 @@ public function testInstance()
         $this->assertEqualsWithDelta([1, sqrt(3)], $neighbors->pluck('neighbor_distance')->toArray(), 0.00001);
     }
 
+    public function testInstanceL1()
+    {
+        $this->createItems();
+        $item = Item::find(1);
+        $neighbors = $item->nearestNeighbors('embedding', Distance::L1)->take(5)->get();
+        $this->assertEquals([3, 2], $neighbors->pluck('id')->toArray());
+        $this->assertEqualsWithDelta([1, 3], $neighbors->pluck('neighbor_distance')->toArray(), 0.00001);
+    }
+
     public function testMissingAttribute()
     {
         $this->expectException(MissingAttributeException::class);