diff --git a/en/ai/ai-providers-and-api-keys.md b/en/ai/ai-providers-and-api-keys.md
index 5b2d6941c..05e754054 100644
--- a/en/ai/ai-providers-and-api-keys.md
+++ b/en/ai/ai-providers-and-api-keys.md
@@ -70,6 +70,8 @@ If you have some money on your credit balance, you can chat with your library!
 
 ![AI preferences](../.gitbook/assets/AiPreferences.png)
 
+{% page-ref page="preferences.md" %}
+
 ## How to increase money balance for API key?
 
 ### OpenAI
diff --git a/en/ai/local-llm.md b/en/ai/local-llm.md
index eba656813..f33468e70 100644
--- a/en/ai/local-llm.md
+++ b/en/ai/local-llm.md
@@ -31,5 +31,4 @@ In this section we will explain how to use `ollama` for downloading and running
 8. Set the "Chat Model" to whichever model you've downloaded in form `<MODEL>:<PARAMETERS>`
 9. Set the "API base URL" in "Expert Settings" to: `http://localhost:11434/v1/`
 
-And now you are all set!
-
+Now, you are all set and can chat "locally".