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Expand Up @@ -182,7 +182,7 @@ Finally, there's new [`FT.SEARCH`]({{< relref "commands/ft.search/" >}}) syntax

Here's an example using two stacked polygons that represent a box contained within a house.

![two stacked polygons]({{< relref "develop/interact/search-and-query/img/polygons.png" >}})
{{< image filename="develop/interact/search-and-query/img/polygons.png" >}}

First, create an index using a `FLAT` `GEOSHAPE`, representing a 2D X Y coordinate system.

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Expand Up @@ -27,7 +27,7 @@ For further details see the [Snowball Stemmer website](https://snowballstem.org/
Stemming maps different forms of the same word to a common root - "stem" - for example, the English stemmer maps *studied* ,*studies* and *study* to *studi* . So a searching for *studied* would also find documents which only have the other forms.


In order to define which language the Stemmer should apply when building the index, you need to specify the `LANGUAGE` parameter for the entire index or for the specific field. For more details check the [FT.CREATE]({{< relref "develop/commands/ft.create" >}}) syntax.
In order to define which language the Stemmer should apply when building the index, you need to specify the `LANGUAGE` parameter for the entire index or for the specific field. For more details check the [FT.CREATE]({{< relref "commands/ft.create" >}}) syntax.

**Create a index with language definition**

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Expand Up @@ -217,7 +217,7 @@ Alex's updated friend count: [[1]]

You can use the [Redis Insight]({{< relref "/develop/tools/insight" >}}) workbench to visualize the relationships between the nodes of your graph.

1. Connect to your database with Redis Insight. You can [connect manually]({{< relref "develop/connect/insight/#add-a-standalone-redis-database" >}}) or use the [auto-discovery]({{< relref "develop/connect/insight/#auto-discovery-for-redis-cloud-databases" >}}) feature.
1. Connect to your database with Redis Insight. You can [connect manually]({{< relref "develop/tools/insight#add-a-standalone-redis-database" >}}) or use the [auto-discovery]({{< relref "develop/tools/insight#auto-discovery-for-redis-cloud-databases" >}}) feature.

1. Select the **Workbench** button:

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Expand Up @@ -46,7 +46,7 @@ After loading the library and executing the function with `TFCALL`, you'll see s

### Use Redis pub/sub

If you don't have access to your Redis database log files, you can use pub/sub. The following example demonstrates how to use the [client.call]({{< relref "develop/interact/programmability/triggers-and-functions/concepts/javascript_api/#clientcall" >}}) API to publish to a pub/sub channel.
If you don't have access to your Redis database log files, you can use pub/sub. The following example demonstrates how to use the [client.call]({{< relref "/operate/oss_and_stack/stack-with-enterprise/deprecated-features/triggers-and-functions/concepts/JavaScript_API#clientcall" >}}) API to publish to a pub/sub channel.

```javascript
#!js api_version=1.0 name=lib
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Expand Up @@ -109,7 +109,7 @@ The remote function arguments and results are serialized in the following way:

## Execution timeout

Remote functions will not be permitted to run forever and will timeout. The timeout period can be configured using [remote-task-default-timeout]({{< relref "develop/interact/programmability/triggers-and-functions/configuration/#remote-task-default-timeout" >}}).
Remote functions will not be permitted to run forever and will timeout. The timeout period can be configured using [remote-task-default-timeout]({{< relref "/operate/oss_and_stack/stack-with-enterprise/deprecated-features/triggers-and-functions/Configuration#remote-task-default-timeout" >}}).
When using `async_client.runOnShards` API, the timeout will be added as error to the error array. When using `async_client.runOnKey`, a timeout will cause an exception to be raised.

## Remote function limitations
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