update snapshots

meilisearch/tests/dumps/snapshots/mod.rs/generate_and_import_dump_containing_vectors/1.snap

@@ -0,0 +1,25 @@
+---
+source: meilisearch/tests/dumps/mod.rs
+---
+{
+  "uid": 0,
+  "indexUid": "pets",
+  "status": "succeeded",
+  "type": "settingsUpdate",
+  "canceledBy": null,
+  "details": {
+    "embedders": {
+      "doggo_embedder": {
+        "source": "huggingFace",
+        "model": "sentence-transformers/all-MiniLM-L6-v2",
+        "revision": "e4ce9877abf3edfe10b0d82785e83bdcb973e22e",
+        "documentTemplate": "{{doc.doggo}}"
+      }
+    }
+  },
+  "error": null,
+  "duration": "[duration]",
+  "enqueuedAt": "[date]",
+  "startedAt": "[date]",
+  "finishedAt": "[date]"
+}

meilisearch/tests/dumps/snapshots/mod.rs/generate_and_import_dump_containing_vectors/2.snap

@@ -0,0 +1,19 @@
+---
+source: meilisearch/tests/dumps/mod.rs
+---
+{
+  "uid": 1,
+  "indexUid": "pets",
+  "status": "succeeded",
+  "type": "documentAdditionOrUpdate",
+  "canceledBy": null,
+  "details": {
+    "receivedDocuments": 5,
+    "indexedDocuments": 5
+  },
+  "error": null,
+  "duration": "[duration]",
+  "enqueuedAt": "[date]",
+  "startedAt": "[date]",
+  "finishedAt": "[date]"
+}

meilisearch/tests/search/hybrid.rs

@@ -128,7 +128,7 @@ async fn simple_search() {
         )
         .await;
     snapshot!(code, @"200 OK");
-    snapshot!(response["hits"], @r###"[{"title":"Captain Planet","desc":"He's not part of the Marvel Cinematic Universe","id":"2","_vectors":{"default":[1.0,2.0]}},{"title":"Captain Marvel","desc":"a Shazam ersatz","id":"3","_vectors":{"default":[2.0,3.0]}},{"title":"Shazam!","desc":"a Captain Marvel ersatz","id":"1","_vectors":{"default":[1.0,3.0]}}]"###);
+    snapshot!(response["hits"], @r###"[{"title":"Captain Planet","desc":"He's not part of the Marvel Cinematic Universe","id":"2","_vectors":{"default":{"userDefined":true,"embedding":[1.0,2.0]}}},{"title":"Captain Marvel","desc":"a Shazam ersatz","id":"3","_vectors":{"default":{"userDefined":true,"embedding":[2.0,3.0]}}},{"title":"Shazam!","desc":"a Captain Marvel ersatz","id":"1","_vectors":{"default":{"userDefined":true,"embedding":[1.0,3.0]}}}]"###);
     snapshot!(response["semanticHitCount"], @"0");
 
     let (response, code) = index
@@ -137,7 +137,7 @@ async fn simple_search() {
         )
         .await;
     snapshot!(code, @"200 OK");
-    snapshot!(response["hits"], @r###"[{"title":"Captain Marvel","desc":"a Shazam ersatz","id":"3","_vectors":{"default":[2.0,3.0]},"_rankingScore":0.990290343761444},{"title":"Captain Planet","desc":"He's not part of the Marvel Cinematic Universe","id":"2","_vectors":{"default":[1.0,2.0]},"_rankingScore":0.9848484848484848},{"title":"Shazam!","desc":"a Captain Marvel ersatz","id":"1","_vectors":{"default":[1.0,3.0]},"_rankingScore":0.9472135901451112}]"###);
+    snapshot!(response["hits"], @r###"[{"title":"Captain Marvel","desc":"a Shazam ersatz","id":"3","_vectors":{"default":{"userDefined":true,"embedding":[2.0,3.0]}},"_rankingScore":0.990290343761444},{"title":"Captain Planet","desc":"He's not part of the Marvel Cinematic Universe","id":"2","_vectors":{"default":{"userDefined":true,"embedding":[1.0,2.0]}},"_rankingScore":0.9848484848484848},{"title":"Shazam!","desc":"a Captain Marvel ersatz","id":"1","_vectors":{"default":{"userDefined":true,"embedding":[1.0,3.0]}},"_rankingScore":0.9472135901451112}]"###);
     snapshot!(response["semanticHitCount"], @"2");
 
     let (response, code) = index
@@ -146,7 +146,7 @@ async fn simple_search() {
         )
         .await;
     snapshot!(code, @"200 OK");
-    snapshot!(response["hits"], @r###"[{"title":"Captain Marvel","desc":"a Shazam ersatz","id":"3","_vectors":{"default":[2.0,3.0]},"_rankingScore":0.990290343761444},{"title":"Captain Planet","desc":"He's not part of the Marvel Cinematic Universe","id":"2","_vectors":{"default":[1.0,2.0]},"_rankingScore":0.974341630935669},{"title":"Shazam!","desc":"a Captain Marvel ersatz","id":"1","_vectors":{"default":[1.0,3.0]},"_rankingScore":0.9472135901451112}]"###);
+    snapshot!(response["hits"], @r###"[{"title":"Captain Marvel","desc":"a Shazam ersatz","id":"3","_vectors":{"default":{"userDefined":true,"embedding":[2.0,3.0]}},"_rankingScore":0.990290343761444},{"title":"Captain Planet","desc":"He's not part of the Marvel Cinematic Universe","id":"2","_vectors":{"default":{"userDefined":true,"embedding":[1.0,2.0]}},"_rankingScore":0.974341630935669},{"title":"Shazam!","desc":"a Captain Marvel ersatz","id":"1","_vectors":{"default":{"userDefined":true,"embedding":[1.0,3.0]}},"_rankingScore":0.9472135901451112}]"###);
     snapshot!(response["semanticHitCount"], @"3");
 }
 
@@ -207,7 +207,7 @@ async fn distribution_shift() {
     let search = json!({"q": "Captain", "vector": [1.0, 1.0], "showRankingScore": true, "hybrid": {"semanticRatio": 1.0}, "retrieveVectors": true});
     let (response, code) = index.search_post(search.clone()).await;
     snapshot!(code, @"200 OK");
-    snapshot!(response["hits"], @r###"[{"title":"Captain Marvel","desc":"a Shazam ersatz","id":"3","_vectors":{"default":[2.0,3.0]},"_rankingScore":0.990290343761444},{"title":"Captain Planet","desc":"He's not part of the Marvel Cinematic Universe","id":"2","_vectors":{"default":[1.0,2.0]},"_rankingScore":0.974341630935669},{"title":"Shazam!","desc":"a Captain Marvel ersatz","id":"1","_vectors":{"default":[1.0,3.0]},"_rankingScore":0.9472135901451112}]"###);
+    snapshot!(response["hits"], @r###"[{"title":"Captain Marvel","desc":"a Shazam ersatz","id":"3","_vectors":{"default":{"userDefined":true,"embedding":[2.0,3.0]}},"_rankingScore":0.990290343761444},{"title":"Captain Planet","desc":"He's not part of the Marvel Cinematic Universe","id":"2","_vectors":{"default":{"userDefined":true,"embedding":[1.0,2.0]}},"_rankingScore":0.974341630935669},{"title":"Shazam!","desc":"a Captain Marvel ersatz","id":"1","_vectors":{"default":{"userDefined":true,"embedding":[1.0,3.0]}},"_rankingScore":0.9472135901451112}]"###);
 
     let (response, code) = index
         .update_settings(json!({
@@ -228,7 +228,7 @@ async fn distribution_shift() {
 
     let (response, code) = index.search_post(search).await;
     snapshot!(code, @"200 OK");
-    snapshot!(response["hits"], @r###"[{"title":"Captain Marvel","desc":"a Shazam ersatz","id":"3","_vectors":{"default":[2.0,3.0]},"_rankingScore":0.19161224365234375},{"title":"Captain Planet","desc":"He's not part of the Marvel Cinematic Universe","id":"2","_vectors":{"default":[1.0,2.0]},"_rankingScore":1.1920928955078125e-7},{"title":"Shazam!","desc":"a Captain Marvel ersatz","id":"1","_vectors":{"default":[1.0,3.0]},"_rankingScore":1.1920928955078125e-7}]"###);
+    snapshot!(response["hits"], @r###"[{"title":"Captain Marvel","desc":"a Shazam ersatz","id":"3","_vectors":{"default":{"userDefined":true,"embedding":[2.0,3.0]}},"_rankingScore":0.19161224365234375},{"title":"Captain Planet","desc":"He's not part of the Marvel Cinematic Universe","id":"2","_vectors":{"default":{"userDefined":true,"embedding":[1.0,2.0]}},"_rankingScore":1.1920928955078125e-7},{"title":"Shazam!","desc":"a Captain Marvel ersatz","id":"1","_vectors":{"default":{"userDefined":true,"embedding":[1.0,3.0]}},"_rankingScore":1.1920928955078125e-7}]"###);
 }
 
 #[actix_rt::test]
@@ -249,7 +249,7 @@ async fn highlighter() {
         }))
         .await;
     snapshot!(code, @"200 OK");
-    snapshot!(response["hits"], @r###"[{"title":"Captain Marvel","desc":"a Shazam ersatz","id":"3","_vectors":{"default":[2.0,3.0]},"_formatted":{"title":"Captain Marvel","desc":"a Shazam ersatz","id":"3"}},{"title":"Shazam!","desc":"a Captain Marvel ersatz","id":"1","_vectors":{"default":[1.0,3.0]},"_formatted":{"title":"Shazam!","desc":"a **BEGIN**Captain**END** **BEGIN**Marvel**END** ersatz","id":"1"}},{"title":"Captain Planet","desc":"He's not part of the Marvel Cinematic Universe","id":"2","_vectors":{"default":[1.0,2.0]},"_formatted":{"title":"Captain Planet","desc":"He's not part of the **BEGIN**Marvel**END** Cinematic Universe","id":"2"}}]"###);
+    snapshot!(response["hits"], @r###"[{"title":"Captain Marvel","desc":"a Shazam ersatz","id":"3","_vectors":{"default":{"userDefined":true,"embedding":[2.0,3.0]}},"_formatted":{"title":"Captain Marvel","desc":"a Shazam ersatz","id":"3"}},{"title":"Shazam!","desc":"a Captain Marvel ersatz","id":"1","_vectors":{"default":{"userDefined":true,"embedding":[1.0,3.0]}},"_formatted":{"title":"Shazam!","desc":"a **BEGIN**Captain**END** **BEGIN**Marvel**END** ersatz","id":"1"}},{"title":"Captain Planet","desc":"He's not part of the Marvel Cinematic Universe","id":"2","_vectors":{"default":{"userDefined":true,"embedding":[1.0,2.0]}},"_formatted":{"title":"Captain Planet","desc":"He's not part of the **BEGIN**Marvel**END** Cinematic Universe","id":"2"}}]"###);
     snapshot!(response["semanticHitCount"], @"0");
 
     let (response, code) = index
@@ -265,7 +265,7 @@ async fn highlighter() {
         }))
         .await;
     snapshot!(code, @"200 OK");
-    snapshot!(response["hits"], @r###"[{"title":"Captain Marvel","desc":"a Shazam ersatz","id":"3","_vectors":{"default":[2.0,3.0]},"_formatted":{"title":"Captain Marvel","desc":"a Shazam ersatz","id":"3"},"_rankingScore":0.990290343761444},{"title":"Captain Planet","desc":"He's not part of the Marvel Cinematic Universe","id":"2","_vectors":{"default":[1.0,2.0]},"_formatted":{"title":"Captain Planet","desc":"He's not part of the **BEGIN**Marvel**END** Cinematic Universe","id":"2"},"_rankingScore":0.974341630935669},{"title":"Shazam!","desc":"a Captain Marvel ersatz","id":"1","_vectors":{"default":[1.0,3.0]},"_formatted":{"title":"Shazam!","desc":"a **BEGIN**Captain**END** **BEGIN**Marvel**END** ersatz","id":"1"},"_rankingScore":0.9472135901451112}]"###);
+    snapshot!(response["hits"], @r###"[{"title":"Captain Marvel","desc":"a Shazam ersatz","id":"3","_vectors":{"default":{"userDefined":true,"embedding":[2.0,3.0]}},"_formatted":{"title":"Captain Marvel","desc":"a Shazam ersatz","id":"3"},"_rankingScore":0.990290343761444},{"title":"Captain Planet","desc":"He's not part of the Marvel Cinematic Universe","id":"2","_vectors":{"default":{"userDefined":true,"embedding":[1.0,2.0]}},"_formatted":{"title":"Captain Planet","desc":"He's not part of the **BEGIN**Marvel**END** Cinematic Universe","id":"2"},"_rankingScore":0.974341630935669},{"title":"Shazam!","desc":"a Captain Marvel ersatz","id":"1","_vectors":{"default":{"userDefined":true,"embedding":[1.0,3.0]}},"_formatted":{"title":"Shazam!","desc":"a **BEGIN**Captain**END** **BEGIN**Marvel**END** ersatz","id":"1"},"_rankingScore":0.9472135901451112}]"###);
     snapshot!(response["semanticHitCount"], @"3");
 
     // no highlighting on full semantic
@@ -282,7 +282,7 @@ async fn highlighter() {
         }))
         .await;
     snapshot!(code, @"200 OK");
-    snapshot!(response["hits"], @r###"[{"title":"Captain Marvel","desc":"a Shazam ersatz","id":"3","_vectors":{"default":[2.0,3.0]},"_formatted":{"title":"Captain Marvel","desc":"a Shazam ersatz","id":"3"},"_rankingScore":0.990290343761444},{"title":"Captain Planet","desc":"He's not part of the Marvel Cinematic Universe","id":"2","_vectors":{"default":[1.0,2.0]},"_formatted":{"title":"Captain Planet","desc":"He's not part of the Marvel Cinematic Universe","id":"2"},"_rankingScore":0.974341630935669},{"title":"Shazam!","desc":"a Captain Marvel ersatz","id":"1","_vectors":{"default":[1.0,3.0]},"_formatted":{"title":"Shazam!","desc":"a Captain Marvel ersatz","id":"1"},"_rankingScore":0.9472135901451112}]"###);
+    snapshot!(response["hits"], @r###"[{"title":"Captain Marvel","desc":"a Shazam ersatz","id":"3","_vectors":{"default":{"userDefined":true,"embedding":[2.0,3.0]}},"_formatted":{"title":"Captain Marvel","desc":"a Shazam ersatz","id":"3"},"_rankingScore":0.990290343761444},{"title":"Captain Planet","desc":"He's not part of the Marvel Cinematic Universe","id":"2","_vectors":{"default":{"userDefined":true,"embedding":[1.0,2.0]}},"_formatted":{"title":"Captain Planet","desc":"He's not part of the Marvel Cinematic Universe","id":"2"},"_rankingScore":0.974341630935669},{"title":"Shazam!","desc":"a Captain Marvel ersatz","id":"1","_vectors":{"default":{"userDefined":true,"embedding":[1.0,3.0]}},"_formatted":{"title":"Shazam!","desc":"a Captain Marvel ersatz","id":"1"},"_rankingScore":0.9472135901451112}]"###);
     snapshot!(response["semanticHitCount"], @"3");
 }
 
@@ -370,7 +370,7 @@ async fn single_document() {
     .await;
 
     snapshot!(code, @"200 OK");
-    snapshot!(response["hits"][0], @r###"{"title":"Shazam!","desc":"a Captain Marvel ersatz","id":"1","_vectors":{"default":[1.0,3.0]},"_rankingScore":1.0}"###);
+    snapshot!(response["hits"][0], @r###"{"title":"Shazam!","desc":"a Captain Marvel ersatz","id":"1","_vectors":{"default":{"userDefined":true,"embedding":[1.0,3.0]}},"_rankingScore":1.0}"###);
     snapshot!(response["semanticHitCount"], @"1");
 }
 
@@ -385,7 +385,7 @@ async fn query_combination() {
         .await;
 
     snapshot!(code, @"200 OK");
-    snapshot!(response["hits"], @r###"[{"title":"Shazam!","desc":"a Captain Marvel ersatz","id":"1","_vectors":{"default":[1.0,3.0]},"_rankingScore":1.0},{"title":"Captain Planet","desc":"He's not part of the Marvel Cinematic Universe","id":"2","_vectors":{"default":[1.0,2.0]},"_rankingScore":1.0},{"title":"Captain Marvel","desc":"a Shazam ersatz","id":"3","_vectors":{"default":[2.0,3.0]},"_rankingScore":1.0}]"###);
+    snapshot!(response["hits"], @r###"[{"title":"Shazam!","desc":"a Captain Marvel ersatz","id":"1","_vectors":{"default":{"userDefined":true,"embedding":[1.0,3.0]}},"_rankingScore":1.0},{"title":"Captain Planet","desc":"He's not part of the Marvel Cinematic Universe","id":"2","_vectors":{"default":{"userDefined":true,"embedding":[1.0,2.0]}},"_rankingScore":1.0},{"title":"Captain Marvel","desc":"a Shazam ersatz","id":"3","_vectors":{"default":{"userDefined":true,"embedding":[2.0,3.0]}},"_rankingScore":1.0}]"###);
     snapshot!(response["semanticHitCount"], @"null");
 
     // same with a different semantic ratio
@@ -394,7 +394,7 @@ async fn query_combination() {
         .await;
 
     snapshot!(code, @"200 OK");
-    snapshot!(response["hits"], @r###"[{"title":"Shazam!","desc":"a Captain Marvel ersatz","id":"1","_vectors":{"default":[1.0,3.0]},"_rankingScore":1.0},{"title":"Captain Planet","desc":"He's not part of the Marvel Cinematic Universe","id":"2","_vectors":{"default":[1.0,2.0]},"_rankingScore":1.0},{"title":"Captain Marvel","desc":"a Shazam ersatz","id":"3","_vectors":{"default":[2.0,3.0]},"_rankingScore":1.0}]"###);
+    snapshot!(response["hits"], @r###"[{"title":"Shazam!","desc":"a Captain Marvel ersatz","id":"1","_vectors":{"default":{"userDefined":true,"embedding":[1.0,3.0]}},"_rankingScore":1.0},{"title":"Captain Planet","desc":"He's not part of the Marvel Cinematic Universe","id":"2","_vectors":{"default":{"userDefined":true,"embedding":[1.0,2.0]}},"_rankingScore":1.0},{"title":"Captain Marvel","desc":"a Shazam ersatz","id":"3","_vectors":{"default":{"userDefined":true,"embedding":[2.0,3.0]}},"_rankingScore":1.0}]"###);
     snapshot!(response["semanticHitCount"], @"null");
 
     // wrong vector dimensions
@@ -418,7 +418,7 @@ async fn query_combination() {
     .await;
 
     snapshot!(code, @"200 OK");
-    snapshot!(response["hits"], @r###"[{"title":"Captain Marvel","desc":"a Shazam ersatz","id":"3","_vectors":{"default":[2.0,3.0]},"_rankingScore":0.7773500680923462},{"title":"Captain Planet","desc":"He's not part of the Marvel Cinematic Universe","id":"2","_vectors":{"default":[1.0,2.0]},"_rankingScore":0.7236068248748779},{"title":"Shazam!","desc":"a Captain Marvel ersatz","id":"1","_vectors":{"default":[1.0,3.0]},"_rankingScore":0.6581138968467712}]"###);
+    snapshot!(response["hits"], @r###"[{"title":"Captain Marvel","desc":"a Shazam ersatz","id":"3","_vectors":{"default":{"userDefined":true,"embedding":[2.0,3.0]}},"_rankingScore":0.7773500680923462},{"title":"Captain Planet","desc":"He's not part of the Marvel Cinematic Universe","id":"2","_vectors":{"default":{"userDefined":true,"embedding":[1.0,2.0]}},"_rankingScore":0.7236068248748779},{"title":"Shazam!","desc":"a Captain Marvel ersatz","id":"1","_vectors":{"default":{"userDefined":true,"embedding":[1.0,3.0]}},"_rankingScore":0.6581138968467712}]"###);
     snapshot!(response["semanticHitCount"], @"3");
 
     // full keyword, without a query
@@ -427,7 +427,7 @@ async fn query_combination() {
     .await;
 
     snapshot!(code, @"200 OK");
-    snapshot!(response["hits"], @r###"[{"title":"Shazam!","desc":"a Captain Marvel ersatz","id":"1","_vectors":{"default":[1.0,3.0]},"_rankingScore":1.0},{"title":"Captain Planet","desc":"He's not part of the Marvel Cinematic Universe","id":"2","_vectors":{"default":[1.0,2.0]},"_rankingScore":1.0},{"title":"Captain Marvel","desc":"a Shazam ersatz","id":"3","_vectors":{"default":[2.0,3.0]},"_rankingScore":1.0}]"###);
+    snapshot!(response["hits"], @r###"[{"title":"Shazam!","desc":"a Captain Marvel ersatz","id":"1","_vectors":{"default":{"userDefined":true,"embedding":[1.0,3.0]}},"_rankingScore":1.0},{"title":"Captain Planet","desc":"He's not part of the Marvel Cinematic Universe","id":"2","_vectors":{"default":{"userDefined":true,"embedding":[1.0,2.0]}},"_rankingScore":1.0},{"title":"Captain Marvel","desc":"a Shazam ersatz","id":"3","_vectors":{"default":{"userDefined":true,"embedding":[2.0,3.0]}},"_rankingScore":1.0}]"###);
     snapshot!(response["semanticHitCount"], @"null");
 
     // query + vector, full keyword => keyword
@@ -436,7 +436,7 @@ async fn query_combination() {
     .await;
 
     snapshot!(code, @"200 OK");
-    snapshot!(response["hits"], @r###"[{"title":"Captain Planet","desc":"He's not part of the Marvel Cinematic Universe","id":"2","_vectors":{"default":[1.0,2.0]},"_rankingScore":0.9848484848484848},{"title":"Captain Marvel","desc":"a Shazam ersatz","id":"3","_vectors":{"default":[2.0,3.0]},"_rankingScore":0.9848484848484848},{"title":"Shazam!","desc":"a Captain Marvel ersatz","id":"1","_vectors":{"default":[1.0,3.0]},"_rankingScore":0.9242424242424242}]"###);
+    snapshot!(response["hits"], @r###"[{"title":"Captain Planet","desc":"He's not part of the Marvel Cinematic Universe","id":"2","_vectors":{"default":{"userDefined":true,"embedding":[1.0,2.0]}},"_rankingScore":0.9848484848484848},{"title":"Captain Marvel","desc":"a Shazam ersatz","id":"3","_vectors":{"default":{"userDefined":true,"embedding":[2.0,3.0]}},"_rankingScore":0.9848484848484848},{"title":"Shazam!","desc":"a Captain Marvel ersatz","id":"1","_vectors":{"default":{"userDefined":true,"embedding":[1.0,3.0]}},"_rankingScore":0.9242424242424242}]"###);
     snapshot!(response["semanticHitCount"], @"null");
 
     // query + vector, no hybrid keyword =>
@@ -479,6 +479,6 @@ async fn query_combination() {
         .await;
 
     snapshot!(code, @"200 OK");
-    snapshot!(response["hits"], @r###"[{"title":"Captain Planet","desc":"He's not part of the Marvel Cinematic Universe","id":"2","_vectors":{"default":[1.0,2.0]},"_rankingScore":0.9242424242424242}]"###);
+    snapshot!(response["hits"], @r###"[{"title":"Captain Planet","desc":"He's not part of the Marvel Cinematic Universe","id":"2","_vectors":{"default":{"userDefined":true,"embedding":[1.0,2.0]}},"_rankingScore":0.9242424242424242}]"###);
     snapshot!(response["semanticHitCount"], @"0");
 }

meilisearch/tests/search/mod.rs

@@ -1349,11 +1349,14 @@ async fn experimental_feature_vector_store() {
         "title": "Shazam!",
         "id": "287947",
         "_vectors": {
-          "manual": [
+          "manual": {
-            1.0,
+            "userDefined": true,
-            2.0,
+            "embedding": [
-            3.0
+              1.0,
-          ]
+              2.0,
+              3.0
+            ]
+          }
         },
         "_rankingScore": 1.0
       },
@@ -1361,11 +1364,14 @@ async fn experimental_feature_vector_store() {
         "title": "Captain Marvel",
         "id": "299537",
         "_vectors": {
-          "manual": [
+          "manual": {
-            1.0,
+            "userDefined": true,
-            2.0,
+            "embedding": [
-            54.0
+              1.0,
-          ]
+              2.0,
+              54.0
+            ]
+          }
         },
         "_rankingScore": 0.9129111766815186
       },
@@ -1373,11 +1379,14 @@ async fn experimental_feature_vector_store() {
         "title": "Gläss",
         "id": "450465",
         "_vectors": {
-          "manual": [
+          "manual": {
-            -100.0,
+            "userDefined": true,
-            340.0,
+            "embedding": [
-            90.0
+              -100.0,
-          ]
+              340.0,
+              90.0
+            ]
+          }
         },
         "_rankingScore": 0.8106412887573242
       },
@@ -1385,11 +1394,14 @@ async fn experimental_feature_vector_store() {
         "title": "How to Train Your Dragon: The Hidden World",
         "id": "166428",
         "_vectors": {
-          "manual": [
+          "manual": {
-            -100.0,
+            "userDefined": true,
-            231.0,
+            "embedding": [
-            32.0
+              -100.0,
-          ]
+              231.0,
+              32.0
+            ]
+          }
         },
         "_rankingScore": 0.7412010431289673
       },
@@ -1397,11 +1409,14 @@ async fn experimental_feature_vector_store() {
         "title": "Escape Room",
         "id": "522681",
         "_vectors": {
-          "manual": [
+          "manual": {
-            10.0,
+            "userDefined": true,
-            -23.0,
+            "embedding": [
-            32.0
+              10.0,
-          ]
+              -23.0,
+              32.0
+            ]
+          }
         },
         "_rankingScore": 0.6972063183784485
       }

meilisearch/tests/similar/mod.rs

@@ -87,11 +87,14 @@ async fn basic() {
                 "release_year": 2019,
                 "id": "522681",
                 "_vectors": {
-                  "manual": [
+                  "manual": {
-                    0.10000000149011612,
+                    "userDefined": true,
-                    0.6000000238418579,
+                    "embedding": [
-                    0.800000011920929
+                      0.10000000149011612,
-                  ]
+                      0.6000000238418579,
+                      0.800000011920929
+                    ]
+                  }
                 }
               },
               {
@@ -99,11 +102,14 @@ async fn basic() {
                 "release_year": 2019,
                 "id": "299537",
                 "_vectors": {
-                  "manual": [
+                  "manual": {
-                    0.6000000238418579,
+                    "userDefined": true,
-                    0.800000011920929,
+                    "embedding": [
-                    -0.20000000298023224
+                      0.6000000238418579,
-                  ]
+                      0.800000011920929,
+                      -0.20000000298023224
+                    ]
+                  }
                 }
               },
               {
@@ -111,11 +117,14 @@ async fn basic() {
                 "release_year": 2019,
                 "id": "166428",
                 "_vectors": {
-                  "manual": [
+                  "manual": {
-                    0.699999988079071,
+                    "userDefined": true,
-                    0.699999988079071,
+                    "embedding": [
-                    -0.4000000059604645
+                      0.699999988079071,
-                  ]
+                      0.699999988079071,
+                      -0.4000000059604645
+                    ]
+                  }
                 }
               },
               {
@@ -123,11 +132,14 @@ async fn basic() {
                 "release_year": 2019,
                 "id": "287947",
                 "_vectors": {
-                  "manual": [
+                  "manual": {
-                    0.800000011920929,
+                    "userDefined": true,
-                    0.4000000059604645,
+                    "embedding": [
-                    -0.5
+                      0.800000011920929,
-                  ]
+                      0.4000000059604645,
+                      -0.5
+                    ]
+                  }
                 }
               }
             ]
@@ -145,11 +157,14 @@ async fn basic() {
                 "release_year": 2019,
                 "id": "166428",
                 "_vectors": {
-                  "manual": [
+                  "manual": {
-                    0.699999988079071,
+                    "userDefined": true,
-                    0.699999988079071,
+                    "embedding": [
-                    -0.4000000059604645
+                      0.699999988079071,
-                  ]
+                      0.699999988079071,
+                      -0.4000000059604645
+                    ]
+                  }
                 }
               },
               {
@@ -157,11 +172,14 @@ async fn basic() {
                 "release_year": 2019,
                 "id": "287947",
                 "_vectors": {
-                  "manual": [
+                  "manual": {
-                    0.800000011920929,
+                    "userDefined": true,
-                    0.4000000059604645,
+                    "embedding": [
-                    -0.5
+                      0.800000011920929,
-                  ]
+                      0.4000000059604645,
+                      -0.5
+                    ]
+                  }
                 }
               },
               {
@@ -169,11 +187,14 @@ async fn basic() {
                 "release_year": 2019,
                 "id": "522681",
                 "_vectors": {
-                  "manual": [
+                  "manual": {
-                    0.10000000149011612,
+                    "userDefined": true,
-                    0.6000000238418579,
+                    "embedding": [
-                    0.800000011920929
+                      0.10000000149011612,
-                  ]
+                      0.6000000238418579,
+                      0.800000011920929
+                    ]
+                  }
                 }
               },
               {
@@ -181,11 +202,14 @@ async fn basic() {
                 "release_year": 1930,
                 "id": "143",
                 "_vectors": {
-                  "manual": [
+                  "manual": {
-                    -0.5,
+                    "userDefined": true,
-                    0.30000001192092896,
+                    "embedding": [
-                    0.8500000238418579
+                      -0.5,
-                  ]
+                      0.30000001192092896,
+                      0.8500000238418579
+                    ]
+                  }
                 }
               }
             ]
@@ -467,11 +491,14 @@ async fn filter() {
                     "release_year": 2019,
                     "id": "299537",
                     "_vectors": {
-                      "manual": [
+                      "manual": {
-                        0.6000000238418579,
+                        "userDefined": true,
-                        0.800000011920929,
+                        "embedding": [
-                        -0.20000000298023224
+                          0.6000000238418579,
-                      ]
+                          0.800000011920929,
+                          -0.20000000298023224
+                        ]
+                      }
                     }
                   },
                   {
@@ -479,11 +506,14 @@ async fn filter() {
                     "release_year": 2019,
                     "id": "166428",
                     "_vectors": {
-                      "manual": [
+                      "manual": {
-                        0.699999988079071,
+                        "userDefined": true,
-                        0.699999988079071,
+                        "embedding": [
-                        -0.4000000059604645
+                          0.699999988079071,
-                      ]
+                          0.699999988079071,
+                          -0.4000000059604645
+                        ]
+                      }
                     }
                   },
                   {
@@ -491,11 +521,14 @@ async fn filter() {
                     "release_year": 2019,
                     "id": "287947",
                     "_vectors": {
-                      "manual": [
+                      "manual": {
-                        0.800000011920929,
+                        "userDefined": true,
-                        0.4000000059604645,
+                        "embedding": [
-                        -0.5
+                          0.800000011920929,
-                      ]
+                          0.4000000059604645,
+                          -0.5
+                        ]
+                      }
                     }
                   }
                 ]
@@ -516,11 +549,14 @@ async fn filter() {
                     "release_year": 1930,
                     "id": "143",
                     "_vectors": {
-                      "manual": [
+                      "manual": {
-                        -0.5,
+                        "userDefined": true,
-                        0.30000001192092896,
+                        "embedding": [
-                        0.8500000238418579
+                          -0.5,
-                      ]
+                          0.30000001192092896,
+                          0.8500000238418579
+                        ]
+                      }
                     }
                   }
                 ]
@@ -572,11 +608,14 @@ async fn limit_and_offset() {
                 "release_year": 2019,
                 "id": "522681",
                 "_vectors": {
-                  "manual": [
+                  "manual": {
-                    0.10000000149011612,
+                    "userDefined": true,
-                    0.6000000238418579,
+                    "embedding": [
-                    0.800000011920929
+                      0.10000000149011612,
-                  ]
+                      0.6000000238418579,
+                      0.800000011920929
+                    ]
+                  }
                 }
               }
             ]
@@ -596,11 +635,14 @@ async fn limit_and_offset() {
                     "release_year": 2019,
                     "id": "299537",
                     "_vectors": {
-                      "manual": [
+                      "manual": {
-                        0.6000000238418579,
+                        "userDefined": true,
-                        0.800000011920929,
+                        "embedding": [
-                        -0.20000000298023224
+                          0.6000000238418579,
-                      ]
+                          0.800000011920929,
+                          -0.20000000298023224
+                        ]
+                      }
                     }
                   }
                 ]