redis · dwdougherty · Oct 14, 2025 · Oct 14, 2025
diff --git a/content/commands/vadd.md b/content/commands/vadd.md
@@ -18,7 +18,6 @@ since: 8.0.0
 summary: Add a new element to a vector set, or update its vector if it already exists.
 syntax_fmt: "VADD key [REDUCE dim] (FP32 | VALUES num) vector element [CAS] [NOQUANT | Q8 | BIN]\n  [EF build-exploration-factor] [SETATTR attributes] [M numlinks]"
 title: VADD
-bannerText: Vector set is a new data type that is currently in preview and may be subject to change.
 ---
 
 Add a new element into the vector set specified by `key`. The vector can be provided as 32-bit floating point (`FP32`) blob of values, or as floating point numbers as strings, prefixed by the number of elements (3 in the example below):

diff --git a/content/commands/vcard.md b/content/commands/vcard.md
@@ -18,7 +18,6 @@ since: 8.0.0
 summary: Return the number of elements in a vector set.
 syntax_fmt: "VCARD key"
 title: VCARD
-bannerText: Vector set is a new data type that is currently in preview and may be subject to change.
 ---
 
 Return the number of elements in the specified vector set.

diff --git a/content/commands/vdim.md b/content/commands/vdim.md
@@ -18,7 +18,6 @@ since: 8.0.0
 summary: Return the dimension of vectors in the vector set.
 syntax_fmt: "VDIM key"
 title: VDIM
-bannerText: Vector set is a new data type that is currently in preview and may be subject to change.
 ---
 
 Return the number of dimensions of the vectors in the specified vector set.

diff --git a/content/commands/vemb.md b/content/commands/vemb.md
@@ -18,7 +18,6 @@ since: 8.0.0
 summary: Return the vector associated with an element.
 syntax_fmt: "VEMB key element [RAW]"
 title: VEMB
-bannerText: Vector set is a new data type that is currently in preview and may be subject to change.
 ---
 
 Return the approximate vector associated with a given element in the vector set.

diff --git a/content/commands/vgetattr.md b/content/commands/vgetattr.md
@@ -18,7 +18,6 @@ since: 8.0.0
 summary: Retrieve the JSON attributes of elements.
 syntax_fmt: "VGETATTR key element"
 title: VGETATTR
-bannerText: Vector set is a new data type that is currently in preview and may be subject to change.
 ---
 
 Return the JSON attributes associated with an element in a vector set.

diff --git a/content/commands/vinfo.md b/content/commands/vinfo.md
@@ -18,7 +18,6 @@ since: 8.0.0
 summary: Return information about a vector set.
 syntax_fmt: "VINFO key"
 title: VINFO
-bannerText: Vector set is a new data type that is currently in preview and may be subject to change.
 ---
 
 Return metadata and internal details about a vector set, including size, dimensions, quantization type, and graph structure.

diff --git a/content/commands/vismember.md b/content/commands/vismember.md
@@ -28,7 +28,6 @@ summary: Check if an element exists in a vector set.
 syntax_fmt: VISMEMBER key element
 syntax_str: element
 title: VISMEMBER
-bannerText: Vector set is a new data type that is currently in preview and may be subject to change.
 ---
 
 Check if an element exists in a vector set.

diff --git a/content/commands/vlinks.md b/content/commands/vlinks.md
@@ -18,7 +18,6 @@ since: 8.0.0
 summary: Return the neighbors of an element at each layer in the HNSW graph.
 syntax_fmt: "VLINKS key element [WITHSCORES]"
 title: VLINKS
-bannerText: Vector set is a new data type that is currently in preview and may be subject to change.
 ---
 
 Return the neighbors of a specified element in a vector set. The command shows the connections for each layer of the HNSW graph.

diff --git a/content/commands/vrandmember.md b/content/commands/vrandmember.md
@@ -18,7 +18,6 @@ since: 8.0.0
 summary: Return one or multiple random members from a vector set.
 syntax_fmt: "VRANDMEMBER key [count]"
 title: VRANDMEMBER
-bannerText: Vector set is a new data type that is currently in preview and may be subject to change.
 ---
 
 Return one or more random elements from a vector set.

diff --git a/content/commands/vrange.md b/content/commands/vrange.md
@@ -0,0 +1,126 @@
+---
+arguments:
+- name: key
+  type: key
+- name: start
+  type: string
+- name: end
+  type: string
+- name: count
+  optional: true
+  type: integer
+arity: -4
+categories:
+- docs
+- develop
+- stack
+- oss
+- rs
+- rc
+- oss
+- kubernetes
+- clients
+command_flags:
+- READONLY
+complexity: O(log(K)+M) where K is the number of elements in the start prefix, and
+  M is the number of elements returned. In practical terms, the command is just O(M)
+description: Return elements in a lexicographical range
+function: vrangeCommand
+group: vector_set
+hidden: false
+linkTitle: VRANGE
+since: 8.4.0
+summary: Return elements in a lexicographical range
+syntax_fmt: VRANGE key start end [count]
+syntax_str: start end [count]
+title: VRANGE
+---
+The `VRANGE` command provides a stateless iterator for the elements inside a vector set. It allows you to retrieve all the elements inside a vector set in small amounts for each call, without an explicit cursor, and with guarantees about what you will miss in case the vector set is changing (elements added and/or removed) during the iteration.
+
+The command returns elements in lexicographical order, using byte-by-byte comparison (like `memcmp()`) to establish a total order among elements.
+
+## Required arguments
+
+<details open><summary><code>key</code></summary>
+
+The name of the vector set key from which to retrieve elements.
+
+</details>
+
+<details open><summary><code>start</code></summary>
+
+The starting point of the lexicographical range. Can be:
+- A string prefixed with `[` for inclusive range (e.g., `[Redis`)
+- A string prefixed with `(` for exclusive range (e.g., `(a7`)
+- The special symbol `-` to indicate the minimum element
+
+</details>
+
+<details open><summary><code>end</code></summary>
+
+The ending point of the lexicographical range. Can be:
+- A string prefixed with `[` for inclusive range
+- A string prefixed with `(` for exclusive range
+- The special symbol `+` to indicate the maximum element
+
+</details>
+
+## Optional arguments
+
+<details open><summary><code>count</code></summary>
+
+The maximum number of elements to return. If `count` is negative, the command returns all elements in the specified range (which may block the server for a long time with large sets).
+
+</details>
+
+## Examples
+
+Retrieve the first 10 elements starting from the string "Redis" (inclusive):
+
+```
+VRANGE word_embeddings [Redis + 10
+```
+
+Iterate through all elements, 10 at a time:
+
+```
+VRANGE mykey - + 10
+```
+
+Continue iteration from the last element of the previous result (exclusive):
+
+```
+VRANGE mykey (a7 + 10
+```
+
+Return all elements in the set (use with caution):
+
+```
+VRANGE mykey - + -1
+```
+
+## Return information
+
+{{< multitabs id="return-info"
+    tab1="RESP2"
+    tab2="RESP3" >}}
+
+One of the following:
+
+- [Array reply]({{< relref "/develop/reference/protocol-spec#arrays" >}}) of elements in lexicographical order within the specified range.
+- [Array reply]({{< relref "/develop/reference/protocol-spec#arrays" >}}) (empty array) if the key doesn't exist.
+
+-tab-sep-
+
+One of the following:
+
+- [Array reply]({{< relref "/develop/reference/protocol-spec#arrays" >}}) of elements in lexicographical order within the specified range.
+- [Array reply]({{< relref "/develop/reference/protocol-spec#arrays" >}}) (empty array) if the key doesn't exist.
+
+{{< /multitabs >}}
+
+## Behavior
+
+- **Iteration guarantees**: Each range will produce exactly the elements that were present in the range at the moment the `VRANGE` command was executed.
+- **Concurrent modifications**: Elements removed or added during iteration may or may not be returned, depending on when they were modified.
+- **Empty key**: If the key doesn't exist, returns an empty array.
diff --git a/content/commands/vrem.md b/content/commands/vrem.md
@@ -18,7 +18,6 @@ since: 8.0.0
 summary: Remove an element from a vector set.
 syntax_fmt: "VREM key element"
 title: VREM
-bannerText: Vector set is a new data type that is currently in preview and may be subject to change.
 ---
 
 Remove an element from a vector set.

diff --git a/content/commands/vsetattr.md b/content/commands/vsetattr.md
@@ -18,7 +18,6 @@ since: 8.0.0
 summary: Associate or remove the JSON attributes of elements.
 syntax_fmt: "VSETATTR key element \"{ JSON obj }\""
 title: VSETATTR
-bannerText: Vector set is a new data type that is currently in preview and may be subject to change.
 ---
 
 Associate a JSON object with an element in a vector set. Use this command to store attributes that can be used in filtered similarity searches with `VSIM`.

diff --git a/content/commands/vsim.md b/content/commands/vsim.md
@@ -21,7 +21,6 @@ since: 8.0.0
 summary: Return elements by vector similarity.
 syntax_fmt: "VSIM key (ELE | FP32 | VALUES num) (vector | element) [WITHSCORES] [WITHATTRIBS] [COUNT num]\n  [EPSILON delta] [EF search-exploration-factor] [FILTER expression] [FILTER-EF max-filtering-effort]\n  [TRUTH] [NOTHREAD]"
 title: VSIM
-bannerText: Vector set is a new data type that is currently in preview and may be subject to change.
 ---
 
 Return elements similar to a given vector or element. Use this command to perform approximate or exact similarity searches within a vector set.

diff --git a/content/develop/data-types/vector-sets/_index.md b/content/develop/data-types/vector-sets/_index.md
@@ -13,8 +13,6 @@ description: Introduction to Redis vector sets
 linkTitle: Vector sets
 title: Redis vector sets
 weight: 55
-bannerText: Vector set is a new data type that is currently in preview and may be subject to change.
-bannerChildren: true
 ---
 
 Vector sets are a data type similar to sorted sets, but instead of a score, vector set elements have a string representation of a vector.