diff --git a/.github/workflows/preview-docs.yml b/.github/workflows/preview-docs.yml
index 21ecf952..b865777e 100644
--- a/.github/workflows/preview-docs.yml
+++ b/.github/workflows/preview-docs.yml
@@ -14,6 +14,8 @@ jobs:
     steps:
       - name: Checkout repository
         uses: actions/checkout@v4
+        with:
+          ref: refs/pull/${{ github.event.pull_request.number }}/merge
 
       - name: Setup Node.js 
         uses: actions/setup-node@v4
diff --git a/README.md b/README.md
index 52bf032c..d721b3d8 100644
--- a/README.md
+++ b/README.md
@@ -117,7 +117,7 @@ Don't know what to contribute? Here is the public
 [Project Board](https://github.com/users/imartinez/projects/3) with several ideas. 
 
 Head over to Discord 
-#contributors channel and ask for write permissions on that Github project.
+#contributors channel and ask for write permissions on that GitHub project.
 
 ## 💬 Community
 Join the conversation around PrivateGPT on our:
@@ -158,4 +158,4 @@ This project has been strongly influenced and supported by other amazing project
 [GPT4All](https://github.com/nomic-ai/gpt4all),
 [LlamaCpp](https://github.com/ggerganov/llama.cpp),
 [Chroma](https://www.trychroma.com/)
-and [SentenceTransformers](https://www.sbert.net/).
\ No newline at end of file
+and [SentenceTransformers](https://www.sbert.net/).
diff --git a/fern/docs.yml b/fern/docs.yml
index d3b0025a..67021673 100644
--- a/fern/docs.yml
+++ b/fern/docs.yml
@@ -89,7 +89,7 @@ navigation:
 # `type:primary` is always displayed at the most right side of the navbar
 navbar-links:
   - type: secondary
-    text: Github
+    text: GitHub
     url: "https://github.com/imartinez/privateGPT"
   - type: secondary
     text: Contact us
diff --git a/fern/docs/pages/installation/installation.mdx b/fern/docs/pages/installation/installation.mdx
index baad4a4a..c45bb0db 100644
--- a/fern/docs/pages/installation/installation.mdx
+++ b/fern/docs/pages/installation/installation.mdx
@@ -10,7 +10,7 @@
 ```
 
 * Install Python `3.11` (*if you do not have it already*). Ideally through a python version manager like `pyenv`.
-  Python 3.12 should work too. Earlier python versions are not supported.
+  Earlier python versions are not supported.
     * osx/linux: [pyenv](https://github.com/pyenv/pyenv)
     * windows: [pyenv-win](https://github.com/pyenv-win/pyenv-win)
 
@@ -232,4 +232,4 @@ To install a C++ compiler on Windows 10/11, follow these steps:
 When running a Mac with Intel hardware (not M1), you may run into _clang: error: the clang compiler does not support '
 -march=native'_ during pip install.
 
-If so set your archflags during pip install. eg: _ARCHFLAGS="-arch x86_64" pip3 install -r requirements.txt_
\ No newline at end of file
+If so set your archflags during pip install. eg: _ARCHFLAGS="-arch x86_64" pip3 install -r requirements.txt_
diff --git a/settings.yaml b/settings.yaml
index 066c0064..52ce505d 100644
--- a/settings.yaml
+++ b/settings.yaml
@@ -22,13 +22,15 @@ data:
 ui:
   enabled: true
   path: /
-  default_chat_system_prompt: "You are a helpful, respectful and honest assistant. 
+  default_chat_system_prompt: >
+    You are a helpful, respectful and honest assistant. 
     Always answer as helpfully as possible and follow ALL given instructions.
     Do not speculate or make up information.
-    Do not reference any given instructions or context."
-  default_query_system_prompt: "You can only answer questions about the provided context. 
-      If you know the answer but it is not based in the provided context, don't provide 
-      the answer, just state the answer is not in the context provided."
+    Do not reference any given instructions or context.
+  default_query_system_prompt: >
+    You can only answer questions about the provided context. 
+    If you know the answer but it is not based in the provided context, don't provide 
+    the answer, just state the answer is not in the context provided.
 
 llm:
   mode: local