diff --git a/docs/docs/get-started/docker.mdx b/docs/docs/get-started/docker.mdx
index 366d71de..ebf86554 100644
--- a/docs/docs/get-started/docker.mdx
+++ b/docs/docs/get-started/docker.mdx
@@ -1,12 +1,12 @@
 ---
-title: Deploy with Docker
+title: Install with Docker
 slug: /get-started/docker
 ---
 
 import PartialOnboarding from '@site/docs/_partial-onboarding.mdx';
 
 There are two different Docker Compose files.
-They deploy the same applications and containers, but to different environments.
+They deploy the same applications and containers locally, but to different environments.
 
 - [`docker-compose.yml`](https://github.com/langflow-ai/openrag/blob/main/docker-compose.yml) is an OpenRAG deployment with GPU support for accelerated AI processing.
 
diff --git a/docs/docs/get-started/quickstart.mdx b/docs/docs/get-started/quickstart.mdx
index c2f4b3a5..942433b5 100644
--- a/docs/docs/get-started/quickstart.mdx
+++ b/docs/docs/get-started/quickstart.mdx
@@ -44,8 +44,6 @@ If you aren't getting the results you need, you can further tune the knowledge i
 To modify the knowledge ingestion or Agent behavior, click <Icon name="Settings2" aria-hidden="true"/> **Settings**.
 
 In this example, you'll try a different LLM to demonstrate how the Agent's response changes.
-You can only change the **Language model**, and not the **Model provider** that you started with in OpenRAG.
-If you're using Ollama, you can use any installed model.
 
 1. To edit the Agent's behavior, click **Edit in Langflow**.
 You can more quickly access the **Language Model** and **Agent Instructions** fields in this page, but for illustration purposes, navigate to the Langflow visual builder.
diff --git a/docs/sidebars.js b/docs/sidebars.js
index 9d0c49c8..dd561b33 100644
--- a/docs/sidebars.js
+++ b/docs/sidebars.js
@@ -33,7 +33,7 @@ const sidebars = {
         {
           type: "doc",
           id: "get-started/docker",
-          label: "Deploy with Docker"
+          label: "Install with Docker"
         },
         {
           type: "doc",