Update openai_compatible_server.md (#16507)

Signed-off-by: Christian Sears <csears@redhat.com>

docs/source/serving/openai_compatible_server.md

@@ -2,15 +2,15 @@
 
 # OpenAI-Compatible Server
 
-vLLM provides an HTTP server that implements OpenAI's [Completions API](https://platform.openai.com/docs/api-reference/completions), [Chat API](https://platform.openai.com/docs/api-reference/chat), and more!
+vLLM provides an HTTP server that implements OpenAI's [Completions API](https://platform.openai.com/docs/api-reference/completions), [Chat API](https://platform.openai.com/docs/api-reference/chat), and more! This functionality lets you serve models and interact with them using an HTTP client.
 
-You can start the server via the [`vllm serve`](#vllm-serve) command, or through [Docker](#deployment-docker):
+In your terminal, you can [install](../getting_started/installation.md) vLLM, then start the server with the [`vllm serve`](#vllm-serve) command. (You can also use our [Docker](#deployment-docker) image.)
 
 ```bash
 vllm serve NousResearch/Meta-Llama-3-8B-Instruct --dtype auto --api-key token-abc123
 ```
 
-To call the server, you can use the [official OpenAI Python client](https://github.com/openai/openai-python), or any other HTTP client.
+To call the server, in your preferred text editor, create a script that uses an HTTP client. Include any messages that you want to send to the model. Then run that script. Below is an example script using the [official OpenAI Python client](https://github.com/openai/openai-python).
 
 ```python
 from openai import OpenAI