fix

docs/features.md

@@ -49,9 +49,9 @@ Legend: `[x]` done · `[~]` partial/stub · `[ ]` missing
 
 ## Phase D — AI processing
 
-- [~] Pipeline workers: categorize → attributes → enhance (**stub** marks processed)
+- [x] Pipeline workers: categorize (vector + LLM taxonomy) → attributes → enhance
 - [~] Credits, rate limits, cancel/retry (credits + cancel yes; rate limits/retry incomplete)
-- [ ] OpenAI / Pinecone behind interfaces
+- [~] OpenAI / Pinecone behind interfaces (OpenAI + optional Pinecone; LLM categorize when category missing)
 - [~] Job controls UI (list/start/cancel basic; no admin visibility)
 
 ## Phase E — WooCommerce + admin / cutover