Knowledgebases give bots RAG over documents, scoped like extensions: to
particular bots, to a workspace, or to every bot, with their own button
beside Tools in the composer. Documents are chunked and embedded by the
file-ingest worker with the install's embedding model, which is now an
install-wide setting rather than a per-bot one.
- Word search runs on an FTS5 index ranked by BM25, with a scored LIKE
fallback for scripts written without spaces.
- Changing the embedding model re-indexes documents automatically.
- Ingest jobs wait without spending attempts while every embedding model
rests, fail at once on errors retrying can't fix, and keep passages
searchable by words when the model refuses.
- Settings > Knowledgebases shows each knowledgebase's and document's
index state: spinner, warning, grey check (words only) or green check.
Co-Authored-By: Claude Opus 5.5 <[email protected]>
A skill is a runbook: a name, a unique slug, a one-line description of when
it applies, and the markdown body. A run only ever sees the slug and
description (one load_skill tool carries them), and reads the whole body
only when it calls the tool, so a long runbook costs nothing until needed.
Skills are the third extension kind beside MCP servers and custom tools, on
the same botExtensionsSql path, so per-bot, per-workspace and all-bots
grants work the same way, and attachDefaultExtensions hands an every-bot
skill to new bots. load_skill is a reserved tool name, so a custom tool
cannot shadow it, and a built-in wins a clash.
Managed on Settings > Skills; ExtensionRow links each kind to its own page
and a skill never reports a failure, since nothing connects or runs.
Two new settings pages, MCPs and Tools. Super admins define them; super
admins and admins attach them to bots, to workspaces (every bot there),
or to every bot. Bots get them in chat replies and tasks.
- Custom tools: a JSON-schema of arguments plus an HTTP request, a script
on the bot's computer, or a prompt, templated with {{args.x}} and
{{env.KEY}}, secrets redacted from results.
- MCP servers: remote (URL and headers) or stdio commands run on the host
with a setup command and an isolated env, in a per-process pool. Tools
are listed into a cache and connect on first call.
- Add, edit, access and try open in modals.
- Markdown, JSON and command fields use twui's AceEditor (CodeEditor),
its scripts loaded on demand.
Co-Authored-By: Claude Opus 5.5 <[email protected]>