AWS neptune-analytics documentation change

Service: neptune-analytics · 2025-11-13 · Documentation low

File: neptune-analytics/latest/userguide/vector-similarity.md

Summary

Deprecated old vector algorithms and introduced new .vectors.distance.byNode/.byEmbedding and .vectors.topK.byNode/.byEmbedding variants with expanded documentation

Security assessment

This change focuses on API evolution by deprecating old methods and introducing new ones with improved structure. No security-related context or vulnerabilities are mentioned in the diff.

Diff

diff --git a/neptune-analytics/latest/userguide/vector-similarity.md b/neptune-analytics/latest/userguide/vector-similarity.md
index ff8dba02c..8a5844df8 100644
--- a//neptune-analytics/latest/userguide/vector-similarity.md
+++ b//neptune-analytics/latest/userguide/vector-similarity.md
@@ -39 +39 @@ You can create a vector index for your graph to try out this feature. Neptune An
-    * [The .vectors.distance algorithm](./vectors-distance.html)
+    * [The .vectors.distance algorithm (deprecated)](./vectors-distance.html)
@@ -51 +51,13 @@ You can create a vector index for your graph to try out this feature. Neptune An
-    * [The .vectors.distanceByEmbedding algorithm](./vectors-distance-embedding.html)
+    * [The .vectors.distance.byNode algorithm](./vectors.distance.byNode.html)
+
+      * [.vectors.distance.byNode syntax](./vectors.distance.byNode.html#vectors.distance.byNode-syntax)
+
+      * [.vectors.distance.byNode inputs](./vectors.distance.byNode.html#vectors.distance.byNode-inputs)
+
+      * [.vectors.distance.byNode outputs](./vectors.distance.byNode.html#vectors.distance.byNode-outputs)
+
+      * [.vectors.distance.byNode query examples](./vectors.distance.byNode.html#vectors.distance.byNode-query-example)
+
+      * [Sample .vectors.distance.byNode output](./vectors.distance.byNode.html#vectors.distance.byNode-sample-output)
+
+    * [The .vectors.distanceByEmbedding algorithm (deprecated)](./vectors-distance-embedding.html)
@@ -62,0 +75,12 @@ You can create a vector index for your graph to try out this feature. Neptune An
+    * [The .vectors.distance.byEmbedding algorithm](./vectors.distance.byEmbedding.html)
+
+      * [.vectors.distance.byEmbedding syntax](./vectors.distance.byEmbedding.html#vectors.distance.byEmbedding-syntax)
+
+      * [.vectors.distance.byEmbedding inputs](./vectors.distance.byEmbedding.html#vectors.distance.byEmbedding-inputs)
+
+      * [.vectors.distance.byEmbedding outputs](./vectors.distance.byEmbedding.html#vectors.distance.byEmbedding-outputs)
+
+      * [.vectors.distance.byEmbedding query examples](./vectors.distance.byEmbedding.html#vectors.distance.byEmbedding-query-example)
+
+      * [Sample .vectors.distance.byEmbedding output](./vectors.distance.byEmbedding.html#vectors.distance.byEmbedding-sample-output)
+
@@ -75 +99 @@ You can create a vector index for your graph to try out this feature. Neptune An
-    * [.vectors.topKByEmbedding algorithm](./vectors-topKByEmbedding.html)
+    * [.vectors.topKByEmbedding algorithm (deprecated)](./vectors-topKByEmbedding.html)
@@ -87 +111,13 @@ You can create a vector index for your graph to try out this feature. Neptune An
-    * [.vectors.topKByNode algorithm](./vectors-topKByNode.html)
+    * [.vectors.topK.byEmbedding algorithm](./vectors.topK.byEmbedding.html)
+
+      * [.vectors.topK.byEmbedding syntax](./vectors.topK.byEmbedding.html#vectors.topK.byEmbedding-syntax)
+
+      * [.vectors.topK.byEmbedding input](./vectors.topK.byEmbedding.html#vectors.topK.byEmbedding-inputs)
+
+      * [.vectors.topK.byEmbedding outputs](./vectors.topK.byEmbedding.html#vectors.topK.byEmbedding-outputs)
+
+      * [.vectors.topK.byEmbedding query example](./vectors.topK.byEmbedding.html#vectors.topK.byEmbedding-query-example)
+
+      * [Sample .vectors.topKByEmbedding output](./vectors.topK.byEmbedding.html#vectors-topKByEmbedding-sample-output)
+
+    * [.vectors.topKByNode algorithm (deprecated)](./vectors-topKByNode.html)
@@ -98,0 +135,12 @@ You can create a vector index for your graph to try out this feature. Neptune An
+    * [.vectors.topK.byNode algorithm](./vectors.topK.byNode.html)
+
+      * [.vectors.topK.byNode syntax](./vectors.topK.byNode.html#vectors.topK.byNode-syntax)
+
+      * [.vectors.topK.byNode input](./vectors.topK.byNode.html#vectors.topK.byNode-inputs)
+
+      * [.vectors.topK.byNode outputs](./vectors.topK.byNode.html#vectors.topK.byNode-outputs)
+
+      * [.vectors.topK.byNode query example](./vectors.topK.byNode.html#vectors.topK.byNode-query-example)
+
+      * [Sample .vectors.topK.byNode output](./vectors.topK.byNode.html#vectors.topK.byNode-sample-output)
+