Add knowledgebases
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]>
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import BunSQLite from "@moduletrace/bun-sqlite";
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import type { BUN_SQLITE_COBBLE_KNOWLEDGEBASES, BunSQLiteTables } from "@/db/types/db";
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import type { SaveKnowledgebaseRequest } from "@/src/schemas/knowledgebase-schema";
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import attachToAllBots from "../extensions/attach-to-all-bots";
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import grabKnowledgebase from "./grab-knowledgebase";
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type Params = {
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/**
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* The super admin saving it (checked by the caller).
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*/
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user_id: number | string;
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data: SaveKnowledgebaseRequest;
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};
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/**
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* Adds or edits a knowledgebase (its name, what it holds, on or off, every
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* bot) and returns its id. Its documents are added on their own.
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*/
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export default async function saveKnowledgebase({ user_id, data }: Params) {
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const fields = {
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name: data.name,
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description: data.description,
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enabled: data.enabled ? 1 : 0,
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all_bots: data.all_bots ? 1 : 0,
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} as const;
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if (data.knowledgebase_id) {
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const knowledgebase = await grabKnowledgebase({ knowledgebase_id: data.knowledgebase_id });
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const res = await BunSQLite.update<BUN_SQLITE_COBBLE_KNOWLEDGEBASES, (typeof BunSQLiteTables)[number]>({
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table: "knowledgebases",
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targetId: knowledgebase.id,
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data: fields,
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});
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if (!res.success) throw new Error(`Couldn't save the knowledgebase: ${res.msg}`);
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if (data.all_bots && !knowledgebase.all_bots) {
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await attachToAllBots({ kind: "knowledgebase", id: knowledgebase.id });
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}
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return knowledgebase.id;
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}
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const res = await BunSQLite.insert<BUN_SQLITE_COBBLE_KNOWLEDGEBASES, (typeof BunSQLiteTables)[number]>({
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table: "knowledgebases",
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data: [{ ...fields, user_id: Number(user_id) }],
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});
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const id = res.singleRes?.id || res.postInsertReturn?.insertId;
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if (!res.success || !id) throw new Error(`Couldn't add the knowledgebase: ${res.msg}`);
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if (data.all_bots) await attachToAllBots({ kind: "knowledgebase", id: Number(id) });
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return Number(id);
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}
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