Add Serving section (HTTP image)

README.md

@@ -68,6 +68,20 @@ Earlier request: What are my biggest categories?
 New request: Continue the bulk update
 ```
 
+## Serving
+
+A ready-made HTTP image (CPU, weights baked in) is published from
+[realnighthawk/classifier](https://github.com/realnighthawk/classifier):
+
+```
+docker run -p 8000:8000 ghcr.io/realnighthawk/classifier:latest
+curl localhost:8000/classify -H 'content-type: application/json' \
+  -d '{"text":"book me a table for two at 8pm friday"}'
+# {"label":"arrange","probabilities":{...}}
+```
+
+`POST /classify` takes `{text, earlier?}`; `earlier` is the request being continued.
+
 ## Training
 
 - **Base**: `convaiinnovations/laya` (English checkpoint; ModernBERT-large + decision head), Apache-2.0.