(docs) add docker compose guide

docs/my-website/docs/proxy/quick_start.md

@@ -142,6 +142,43 @@ Here's how you can run the docker image and start litellm on port 8002 with `num
 docker run ghcr.io/berriai/litellm:main-v1.10.0 --port 8002 --num_workers 8
 ```
 
+#### Run the Docker Image using docker compose
+
+**Step 1**
+
+(Recommended) Use the `docker-compose.yml` given in the project root. e.g. https://github.com/BerriAI/litellm/blob/main/docker-compose.yml
+
+Here's an example `docker-compose.yml` file
+```yaml
+version: "3.9"
+services:
+  litellm:
+    image: ghcr.io/berriai/litellm:main-v1.10.3
+    ports:
+      - "8000:8000" # Map the container port to the host, change the host port if necessary
+    volumes:
+      - ./litellm-config.yaml:/app/config.yaml # Mount the local configuration file
+    # You can change the port or number of workers as per your requirements or pass any new supported CLI augument. Make sure the port passed here matches with the container port defined above in `ports` value
+    command: [ "--config", "/app/config.yaml", "--port", "8000", "--num_workers", "8" ]
+
+# ...rest of your docker-compose config if any
+```
+
+**Step 2**
+
+Create a `litellm-config.yaml` file with your LiteLLM config relative to your `docker-compose.yml` file.
+
+Check the config doc [here](https://docs.litellm.ai/docs/proxy/configs)
+
+**Step 3**
+
+Run the command `docker-compose up` or `docker compose up` as per your docker installation.
+
+> Use `-d` flag to run the container in detached mode (background) e.g. `docker compose up -d`
+
+
+Your LiteLLM container should be running now.
+
 ## Server Endpoints
 - POST `/chat/completions` - chat completions endpoint to call 100+ LLMs
 - POST `/completions` - completions endpoint