> ## Documentation Index
> Fetch the complete documentation index at: https://upstash.com/docs/llms.txt
> Use this file to discover all available pages before exploring further.

# Range Vectors

> Ranges over vectors starting(inclusive) from a cursor until the end of the vectors in the or given limit.

<Tip>
  By default vectors from the default namespace will be iterated.
  You can use a different namespace by specifying it in the request path.
</Tip>

## Request

<ParamField body="cursor" type="string" required>
  The offset to the last retrieved vector. Should be set to `"0"` in the initial
  range.
</ParamField>

<ParamField body="prefix" type="string">
  Prefix of the vector ids to range over.
</ParamField>

<ParamField body="limit" type="number" required>
  The number of maximum vectors that you want in the response of range. (page
  size)
</ParamField>

<ParamField body="includeMetadata" type="boolean" default="false">
  Whether to include the metadata of the vectors in the response, if any.
  It is recommended to set this to `true` to easily identify vectors.
</ParamField>

<ParamField body="includeVectors" type="boolean" default="false">
  Whether to include the vector values in the response.
  It is recommended to set this to `false` as the vector values can be
  quite big, and not needed most of the time.
</ParamField>

<ParamField body="includeData" type="boolean" default="false">
  Whether to include the data of the vectors in the response, if any.
</ParamField>

## Path

<ParamField path="namespace" type="string" default="">
  The namespace to use.
  When no namespace is specified, the default namespace will be used.
</ParamField>

## Response

<ResponseField name="nextCursor" type="string" required>
  The offset for the next range. You should place this in the `cursor` field for
  the next range. It will be equal to empty string if there are no other vectors to range.
</ResponseField>

<ResponseField name="vectors" type="Object[]" required>
  <Expandable defaultOpen="true">
    <ResponseField name="id" type="string" required>
      The id of the vector.
    </ResponseField>

    <ResponseField name="vector" type="number[]">
      The dense vector value for dense and hybrid indexes.
    </ResponseField>

    <ResponseField name="sparseVector" type="Object[]">
      The sparse vector value for sparse and hybrid indexes.

      <Expandable defaultOpen="true">
        <ResponseField name="indices" type="number[]">
          Indices of the non-zero valued dimensions.
        </ResponseField>

        <ResponseField name="values" type="number[]">
          Values of the non-zero valued dimensions.
        </ResponseField>
      </Expandable>
    </ResponseField>

    <ResponseField name="metadata" type="Object">
      The metadata of the vector, if any.
    </ResponseField>

    <ResponseField name="data" type="string">
      The unstructured data of the vector, if any.
    </ResponseField>
  </Expandable>
</ResponseField>

<RequestExample>
  ```sh curl theme={"system"}
  curl $UPSTASH_VECTOR_REST_URL/range \
    -H "Authorization: Bearer $UPSTASH_VECTOR_REST_TOKEN" \
    -d '{ "cursor": "0", "limit": 2, "includeMetadata": true }'
  ```

  ```sh curl (Namespace) theme={"system"}
  curl $UPSTASH_VECTOR_REST_URL/range/ns \
    -H "Authorization: Bearer $UPSTASH_VECTOR_REST_TOKEN" \
    -d '{ "cursor": "0", "limit": 2, "includeMetadata": true }'
  ```
</RequestExample>

<ResponseExample>
  ```json 200 OK theme={"system"}
  {
      "result": {
          "nextCursor": "2",
          "vectors": [
              {
                  "id": "id-0",
                  "metadata": {
                      "link": "upstash.com"
                  }
              },
              {
                  "id": "id-1"
              }
          ]
      }
  }
  ```
</ResponseExample>