# Chat task models (titles, tags, suggestions)

Both chat front doors generate small helper outputs — conversation titles,
tags, retrieval queries — with a model separate from the one answering the
member. These tasks are pinned to a small, inexpensive model so they never
bill against the member's chosen (larger) model.

## Open WebUI (chat.inference.coop)

- Title generation and tag generation are **enabled**; follow-up reply
  suggestions and input autocomplete are **disabled** (October 2026).
- The task model (`task.model.default` in the Postgres `config` table) is
  pinned to `greenpt/glm-5.3-flash` — a small, inexpensive model — so titles
  and tags always run on it regardless of which model the member is chatting
  with. Before October 2026 it was empty, which meant helper tasks ran on the
  member's selected model.
- Config lives in the app's Postgres database (`config` table, key/value rows
  with JSON values) and is read at startup: change a row, then restart the
  app (`cloudron restart --app <id>`; note `restart` takes no `--timeout`).

## LibreChat (librechat-test.inference.coop)

- Title generation is configured in `/app/data/librechat.yaml`:
  `titleConvo: true`, `titleModel: greenpt/glm-5.3-flash`,
  `titleMethod: completion` — the same small GreenPT model.
- LibreChat v0.8.8 has no reply-suggestion feature; there is nothing to
  disable on that front.