diff --git a/docs/content/docs/features/constrained_grammars.md b/docs/content/docs/features/constrained_grammars.md
index 9aa9279ee860..5ffa3a231cb2 100644
--- a/docs/content/docs/features/constrained_grammars.md
+++ b/docs/content/docs/features/constrained_grammars.md
@@ -1,26 +1,27 @@
-
 +++
 disableToc = false
-title = "✍️ Constrained grammars"
+title = "✍️ Constrained Grammars"
 weight = 15
 url = "/features/constrained_grammars/"
 +++
 
-The chat endpoint accepts an additional `grammar` parameter which takes a [BNF defined grammar](https://en.wikipedia.org/wiki/Backus%E2%80%93Naur_form).
+## Overview
 
-This allows the LLM to constrain the output to a user-defined schema, allowing to generate `JSON`, `YAML`, and everything that can be defined with a BNF grammar.
+The `chat` endpoint supports the `grammar` parameter, which allows users to specify a grammar in Backus-Naur Form (BNF). This feature enables the Large Language Model (LLM) to generate outputs adhering to a user-defined schema, such as `JSON`, `YAML`, or any other format that can be defined using BNF. For more details about BNF, see [Backus-Naur Form on Wikipedia](https://en.wikipedia.org/wiki/Backus%E2%80%93Naur_form).
 
 {{% alert note %}}
-This feature works only with models compatible with the [llama.cpp](https://github.com/ggerganov/llama.cpp) backend (see also [Model compatibility]({{%relref "docs/reference/compatibility-table" %}})). For details on how it works, see the upstream PRs: https://github.com/ggerganov/llama.cpp/pull/1773, https://github.com/ggerganov/llama.cpp/pull/1887
+**Compatibility Notice:** This feature is only supported by models that use the [llama.cpp](https://github.com/ggerganov/llama.cpp) backend. For a complete list of compatible models, refer to the [Model Compatibility](docs/reference/compatibility-table) page. For technical details, see the related pull requests: [PR #1773](https://github.com/ggerganov/llama.cpp/pull/1773) and [PR #1887](https://github.com/ggerganov/llama.cpp/pull/1887).
 {{% /alert %}}
 
 ## Setup
 
-Follow the setup instructions from the [LocalAI functions]({{%relref "docs/features/openai-functions" %}}) page.
+To use this feature, follow the installation and setup instructions on the [LocalAI Functions](docs/features/openai-functions) page. Ensure that your local setup meets all the prerequisites specified for the llama.cpp backend.
+
+## 💡 Usage Example
 
-## 💡 Usage example
+The following example demonstrates how to use the `grammar` parameter to constrain the model's output to either "yes" or "no". This can be particularly useful in scenarios where the response format needs to be strictly controlled.
 
-For example, to constrain the output to either `yes`, `no`:
+### Example: Binary Response Constraint
 
 ```bash
 curl http://localhost:8080/v1/chat/completions -H "Content-Type: application/json" -d '{
@@ -29,3 +30,5 @@ curl http://localhost:8080/v1/chat/completions -H "Content-Type: application/jso
   "grammar": "root ::= (\"yes\" | \"no\")"
 }'
 ```
+
+In this example, the `grammar` parameter is set to a simple choice between "yes" and "no", ensuring that the model's response adheres strictly to one of these options regardless of the context.
\ No newline at end of file