diff --git a/documentation/docs/advanced/use-openai-proxy.md b/documentation/docs/advanced/use-openai-proxy.md
index e67b5800..7e52020e 100644
--- a/documentation/docs/advanced/use-openai-proxy.md
+++ b/documentation/docs/advanced/use-openai-proxy.md
@@ -21,17 +21,17 @@ For specific integrations, see our [Ollama](/advanced/ollama), [LMStudio](/advan
 ## General Setup
 
 1. Start your preferred OpenAI API compatible app
-3. Create a new [OpenAI Processor Conversation Config](http://localhost:42110/server/admin/database/openaiprocessorconversationconfig/add) on your Khoj admin panel
-   - Name: `proxy-name`
+2. Create a new [OpenAI Processor Conversation Config](http://localhost:42110/server/admin/database/openaiprocessorconversationconfig/add) on your Khoj admin panel
+   - Name: `any name`
    - Api Key: `any string`
    - Api Base Url: **URL of your Openai Proxy API**
-4. Create a new [Chat Model Option](http://localhost:42110/server/admin/database/chatmodeloptions/add) on your Khoj admin panel.
+3. Create a new [Chat Model Option](http://localhost:42110/server/admin/database/chatmodeloptions/add) on your Khoj admin panel.
    - Name: `llama3` (replace with the name of your local model)
    - Model Type: `Openai`
-   - Openai Config: `<the proxy config you created in step 3>`
+   - Openai Config: `<the proxy config you created in step 2>`
    - Max prompt size: `2000` (replace with the max prompt size of your model)
    - Tokenizer: *Do not set for OpenAI, mistral, llama3 based models*
-5. Create a new [Server Chat Setting](http://localhost:42110/server/admin/database/serverchatsettings/add/) on your Khoj admin panel
-   - Default model: `<name of chat model option you created in step 4>`
-   - Summarizer model: `<name of chat model option you created in step 4>`
-6. Go to [your config](http://localhost:42110/settings) and select the model you just created in the chat model dropdown.
+4. Create a new [Server Chat Setting](http://localhost:42110/server/admin/database/serverchatsettings/add/) on your Khoj admin panel
+   - Default model: `<name of chat model option you created in step 3>`
+   - Summarizer model: `<name of chat model option you created in step 3>`
+5. Go to [your config](http://localhost:42110/settings) and select the model you just created in the chat model dropdown.
diff --git a/documentation/docs/get-started/setup.mdx b/documentation/docs/get-started/setup.mdx
index 44d2ba06..b1446f60 100644
--- a/documentation/docs/get-started/setup.mdx
+++ b/documentation/docs/get-started/setup.mdx
@@ -260,13 +260,13 @@ Using Ollama? See the [Ollama Integration](/advanced/ollama) section for more cu
 1. Create a new [OpenAI processor conversation config](http://localhost:42110/server/admin/database/openaiprocessorconversationconfig/add) in the server admin settings. This is kind of a misnomer, we know.
    - Add your [OpenAI API key](https://platform.openai.com/api-keys)
    - Give the configuration a friendly name like `OpenAI`
-   - (Optional) Set the API base URL. It is only relevant if you're using another OpenAI-compatible proxy server like [Ollama](/advanced/ollama) or [LMStudio](/advanced/lmstudio).
+   - (Optional) Set the API base URL. It is only relevant if you're using another OpenAI-compatible proxy server like [Ollama](/advanced/ollama) or [LMStudio](/advanced/lmstudio).<br />
 ![example configuration for openai processor](/img/example_openai_processor_config.png)
 2. Create a new [chat model options](http://localhost:42110/server/admin/database/chatmodeloptions/add)
     - Set the `chat-model` field to an [OpenAI chat model](https://platform.openai.com/docs/models). Example: `gpt-4o`.
     - Make sure to set the `model-type` field to `OpenAI`.
     - If your model supports vision, set the `vision enabled` field to `true`. This is currently only supported for OpenAI models with vision capabilities.
-    - The `tokenizer` and `max-prompt-size` fields are optional. Set them only if you're sure of the tokenizer or token limit for the model you're using. Contact us if you're unsure what to do here.
+    - The `tokenizer` and `max-prompt-size` fields are optional. Set them only if you're sure of the tokenizer or token limit for the model you're using. Contact us if you're unsure what to do here.<br />
 ![example configuration for chat model options](/img/example_chatmodel_option.png)
   </TabItem>
   <TabItem value="anthropic" label="Anthropic">