diff --git a/README.md b/README.md
index df3dda4..be230dc 100644
--- a/README.md
+++ b/README.md
@@ -31,15 +31,12 @@ These challenges are designed to teach security professionals to systematically
 - [Docker](https://docs.docker.com/get-docker/) installed
 - [Python 3.8+](https://www.python.org/downloads/) installed
 - [Azure OpenAI Endpoint](https://azure.microsoft.com/en-us/products/ai-services/openai-service) endpoint with an api-key
+    - Create a deployment named `text-embedding-ada-002` ussing the model `text-embedding-ada-002`
 
 ### Environment Variables
 
 You can set the environment variables for the Azure OpenAI endpoint in the `.env` file. Please use the `.env.example` file as a template.
 
-### Azure Foundry configuration
-
-Create a deployment named `text-embedding-ada-002` ussing the model `text-embedding-ada-002`
-
 ### Running the Playground Labs
 
 The easiest way to run the playground labs is to use the [Docker Compose](https://docs.docker.com/compose/) file included in this repository. This will start all the components needed to run the playground environment with a set of 12 challenges.