feat: add Materi section + AI agent RAG to GMW business flow
Backend: - New materi module: schema (materi_documents table), repository, service - ragClient: semantic + keyword search over materi docs, plus Discord archive via Qdrant, then LLM answer generation (RAG) - Wire materiRouter into appRouter (list/detail/create/update/delete/chat) Frontend: - New types (MateriDocument, CreateMateriInput, RAG chat shapes) - API client (SSR HTTP RPCLink + browser WS RPCLink) - Routes: /materi list, /materi/[id] detail, /materi/new form, /materi/chat RAG chat UI - Sidebar nav item 'Materi' Migration: scripts/add-materi-documents.sql (CREATE TABLE IF NOT EXISTS)
This commit is contained in:
asepharyana
@@ -0,0 +1,14 @@
|
||||
export { MateriService } from "./materi.service.js";
|
||||
export { materiService } from "./materi.service.js";
|
||||
export { materiRepository } from "./materi.repository.js";
|
||||
export {
|
||||
createMateriSchema,
|
||||
updateMateriSchema,
|
||||
materiQuerySchema,
|
||||
materiRagChatSchema,
|
||||
type CreateMateriInput,
|
||||
type UpdateMateriInput,
|
||||
type MateriQueryInput,
|
||||
type MateriRagChatInput,
|
||||
} from "./materi.schema.js";
|
||||
export { ragChat, searchMateri, type MateriSearchHit, type RAGChatResult } from "./ragClient.js";
|
||||
@@ -0,0 +1,148 @@
|
||||
import { and, desc, eq, ilike, or, sql } from "drizzle-orm";
|
||||
import {
|
||||
type MateriDocument,
|
||||
materiDocumentsTable,
|
||||
} from "@/shared/database/schema.js";
|
||||
import { getDatabase } from "@/shared/database/index.js";
|
||||
import type { MateriQueryInput } from "./materi.schema.js";
|
||||
|
||||
export class MateriRepository {
|
||||
/** List materi documents with optional filtering and search. */
|
||||
async list(input: MateriQueryInput): Promise<MateriDocument[]> {
|
||||
const db = getDatabase();
|
||||
|
||||
const conditions = [];
|
||||
|
||||
// Text search across title and content
|
||||
if (input.search) {
|
||||
const term = `%${input.search}%`;
|
||||
conditions.push(
|
||||
or(
|
||||
ilike(materiDocumentsTable.title, term),
|
||||
ilike(materiDocumentsTable.content, term),
|
||||
),
|
||||
);
|
||||
}
|
||||
|
||||
// Category filter
|
||||
if (input.category) {
|
||||
conditions.push(eq(materiDocumentsTable.category, input.category));
|
||||
}
|
||||
|
||||
// Owner filter
|
||||
if (input.ownerId) {
|
||||
conditions.push(eq(materiDocumentsTable.owner_user_id, input.ownerId));
|
||||
}
|
||||
|
||||
// Only public (if requested)
|
||||
if (input.onlyPublic) {
|
||||
conditions.push(eq(materiDocumentsTable.is_public, true));
|
||||
}
|
||||
|
||||
const whereClause =
|
||||
conditions.length > 0 ? and(...conditions) : undefined;
|
||||
|
||||
const result = await db
|
||||
.select()
|
||||
.from(materiDocumentsTable)
|
||||
.where(whereClause)
|
||||
.orderBy(desc(materiDocumentsTable.created_at))
|
||||
.limit(input.limit);
|
||||
|
||||
return result;
|
||||
}
|
||||
|
||||
/** Get a single materi by id. */
|
||||
async byId(id: string): Promise<MateriDocument | null> {
|
||||
const db = getDatabase();
|
||||
const result = await db
|
||||
.select()
|
||||
.from(materiDocumentsTable)
|
||||
.where(eq(materiDocumentsTable.id, id))
|
||||
.limit(1);
|
||||
return result[0] ?? null;
|
||||
}
|
||||
|
||||
/** Create a new materi document. */
|
||||
async create(data: {
|
||||
title: string;
|
||||
description?: string | null;
|
||||
content: string;
|
||||
category: string;
|
||||
tags: string[];
|
||||
ownerUserId: string;
|
||||
guildId?: string | null;
|
||||
channelId?: string | null;
|
||||
isPublic: boolean;
|
||||
}): Promise<MateriDocument> {
|
||||
const db = getDatabase();
|
||||
const now = Date.now();
|
||||
const result = await db
|
||||
.insert(materiDocumentsTable)
|
||||
.values({
|
||||
title: data.title,
|
||||
description: data.description ?? null,
|
||||
content: data.content,
|
||||
category: data.category,
|
||||
tags: data.tags,
|
||||
owner_user_id: data.ownerUserId,
|
||||
guild_id: data.guildId ?? null,
|
||||
channel_id: data.channelId ?? null,
|
||||
is_public: data.isPublic,
|
||||
view_count: 0,
|
||||
created_at: now,
|
||||
updated_at: now,
|
||||
})
|
||||
.returning();
|
||||
return result[0]!;
|
||||
}
|
||||
|
||||
/** Update an existing materi. */
|
||||
async update(
|
||||
id: string,
|
||||
data: Partial<{
|
||||
title: string;
|
||||
description?: string | null;
|
||||
content: string;
|
||||
category: string;
|
||||
tags: string[];
|
||||
isPublic: boolean;
|
||||
}>,
|
||||
): Promise<MateriDocument | null> {
|
||||
const db = getDatabase();
|
||||
if (Object.keys(data).length === 0) return this.byId(id);
|
||||
|
||||
const result = await db
|
||||
.update(materiDocumentsTable)
|
||||
.set({
|
||||
...data,
|
||||
updated_at: Date.now(),
|
||||
})
|
||||
.where(eq(materiDocumentsTable.id, id))
|
||||
.returning();
|
||||
return result[0] ?? null;
|
||||
}
|
||||
|
||||
/** Delete a materi. */
|
||||
async delete(id: string): Promise<boolean> {
|
||||
const db = getDatabase();
|
||||
const result = await db
|
||||
.delete(materiDocumentsTable)
|
||||
.where(eq(materiDocumentsTable.id, id))
|
||||
.returning({ deletedId: materiDocumentsTable.id });
|
||||
return result.length > 0;
|
||||
}
|
||||
|
||||
/** Increment view count (for analytics). */
|
||||
async incrementViews(id: string): Promise<void> {
|
||||
const db = getDatabase();
|
||||
await db
|
||||
.update(materiDocumentsTable)
|
||||
.set({
|
||||
view_count: sql`${materiDocumentsTable.view_count} + 1`,
|
||||
})
|
||||
.where(eq(materiDocumentsTable.id, id));
|
||||
}
|
||||
}
|
||||
|
||||
export const materiRepository = new MateriRepository();
|
||||
@@ -0,0 +1,43 @@
|
||||
import { z } from "zod";
|
||||
|
||||
// ─── Input schemas ────────────────────────────────────────────────
|
||||
|
||||
export const createMateriSchema = z.object({
|
||||
title: z.string().min(1, "Title is required").max(200),
|
||||
description: z.string().max(2000).optional(),
|
||||
content: z.string().min(1, "Content is required"),
|
||||
category: z.string().max(100).default("general"),
|
||||
tags: z.array(z.string().max(50)).max(20).default([]),
|
||||
guildId: z.string().optional(),
|
||||
channelId: z.string().optional(),
|
||||
isPublic: z.boolean().default(true),
|
||||
});
|
||||
|
||||
export const updateMateriSchema = createMateriSchema.partial();
|
||||
|
||||
export const materiQuerySchema = z.object({
|
||||
limit: z.coerce.number().int().positive().default(20),
|
||||
search: z.string().optional(),
|
||||
category: z.string().optional(),
|
||||
ownerId: z.string().optional(),
|
||||
onlyPublic: z.boolean().default(false),
|
||||
});
|
||||
|
||||
export const materiRagChatSchema = z.object({
|
||||
message: z.string().min(1, "Message is required"),
|
||||
materiId: z.string().optional(),
|
||||
history: z
|
||||
.array(
|
||||
z.object({
|
||||
role: z.enum(["user", "assistant"]),
|
||||
content: z.string(),
|
||||
}),
|
||||
)
|
||||
.max(20)
|
||||
.default([]),
|
||||
});
|
||||
|
||||
export type CreateMateriInput = z.infer<typeof createMateriSchema>;
|
||||
export type UpdateMateriInput = z.infer<typeof updateMateriSchema>;
|
||||
export type MateriQueryInput = z.infer<typeof materiQuerySchema>;
|
||||
export type MateriRagChatInput = z.infer<typeof materiRagChatSchema>;
|
||||
@@ -0,0 +1,100 @@
|
||||
import type { MateriDocument } from "@/shared/database/schema.js";
|
||||
import { createChildLogger } from "@/shared/logger/index.js";
|
||||
import { materiRepository } from "./materi.repository.js";
|
||||
import {
|
||||
type MateriQueryInput,
|
||||
type CreateMateriInput,
|
||||
type UpdateMateriInput,
|
||||
type MateriRagChatInput,
|
||||
} from "./materi.schema.js";
|
||||
import { ragChat } from "./ragClient.js";
|
||||
|
||||
const logger = createChildLogger("materi.service");
|
||||
|
||||
export class MateriService {
|
||||
/** List materi documents with optional filtering. */
|
||||
async list(input: MateriQueryInput): Promise<MateriDocument[]> {
|
||||
logger.debug({ limit: input.limit, search: input.search }, "Listing materi");
|
||||
return materiRepository.list(input);
|
||||
}
|
||||
|
||||
/** Get a single materi document by ID, incrementing view count. */
|
||||
async byId(id: string): Promise<MateriDocument | null> {
|
||||
const doc = await materiRepository.byId(id);
|
||||
if (doc) {
|
||||
void materiRepository.incrementViews(id);
|
||||
}
|
||||
return doc;
|
||||
}
|
||||
|
||||
/** Create a new materi document. */
|
||||
async create(
|
||||
input: CreateMateriInput,
|
||||
ownerUserId: string,
|
||||
): Promise<MateriDocument> {
|
||||
logger.info({ title: input.title, ownerUserId }, "Creating materi");
|
||||
return materiRepository.create({
|
||||
title: input.title,
|
||||
description: input.description,
|
||||
content: input.content,
|
||||
category: input.category,
|
||||
tags: input.tags,
|
||||
ownerUserId,
|
||||
guildId: input.guildId ?? null,
|
||||
channelId: input.channelId ?? null,
|
||||
isPublic: input.isPublic,
|
||||
});
|
||||
}
|
||||
|
||||
/** Update an existing materi document. */
|
||||
async update(
|
||||
id: string,
|
||||
input: UpdateMateriInput,
|
||||
): Promise<MateriDocument | null> {
|
||||
logger.info({ id, keys: Object.keys(input) }, "Updating materi");
|
||||
return materiRepository.update(id, {
|
||||
title: input.title,
|
||||
description: input.description,
|
||||
content: input.content,
|
||||
category: input.category,
|
||||
tags: input.tags,
|
||||
isPublic: input.isPublic,
|
||||
});
|
||||
}
|
||||
|
||||
/** Delete a materi document. */
|
||||
async delete(id: string): Promise<boolean> {
|
||||
logger.info({ id }, "Deleting materi");
|
||||
return materiRepository.delete(id);
|
||||
}
|
||||
|
||||
/** RAG chat: answer a question using materi documents as context. */
|
||||
async ragChat(
|
||||
input: MateriRagChatInput,
|
||||
ownerUserId: string,
|
||||
): Promise<{ answer: string; sources: Array<{ id: string; title: string; score: number; excerpt: string }> }> {
|
||||
logger.info({ ownerUserId, hasMateriId: !!input.materiId }, "RAG chat");
|
||||
|
||||
// Fetch relevant materi documents
|
||||
let documents: MateriDocument[];
|
||||
if (input.materiId) {
|
||||
const doc = await materiRepository.byId(input.materiId);
|
||||
documents = doc ? [doc] : [];
|
||||
} else {
|
||||
// Fetch all public + user's own materi
|
||||
documents = await materiRepository.list({
|
||||
limit: 100,
|
||||
onlyPublic: true,
|
||||
ownerId: ownerUserId,
|
||||
});
|
||||
}
|
||||
|
||||
const result = await ragChat(input.message, documents, input.history);
|
||||
return {
|
||||
answer: result.answer,
|
||||
sources: result.sources,
|
||||
};
|
||||
}
|
||||
}
|
||||
|
||||
export const materiService = new MateriService();
|
||||
@@ -0,0 +1,238 @@
|
||||
import { config } from "@/shared/config/index.js";
|
||||
import { createChildLogger } from "@/shared/logger/index.js";
|
||||
import type { MateriDocument } from "@/shared/database/schema.js";
|
||||
import { embedQuery } from "../messages/embed.js";
|
||||
import { searchArchive } from "../messages/qdrant.js";
|
||||
|
||||
const logger = createChildLogger("materi-rag");
|
||||
|
||||
export interface MateriSearchHit {
|
||||
document: MateriDocument;
|
||||
score: number;
|
||||
chunkText: string;
|
||||
chunkIndex: number;
|
||||
}
|
||||
|
||||
export interface RAGChatResult {
|
||||
answer: string;
|
||||
sources: Array<{
|
||||
id: string;
|
||||
title: string;
|
||||
score: number;
|
||||
excerpt: string;
|
||||
}>;
|
||||
}
|
||||
|
||||
/** Chunk size for splitting materi content for embedding search. */
|
||||
const CHUNK_SIZE = 500;
|
||||
const SEARCH_TOP_K = 5;
|
||||
const SIMILARITY_THRESHOLD = 0.6;
|
||||
|
||||
/**
|
||||
* Split text into overlapping chunks for embedding search.
|
||||
*/
|
||||
function chunkText(text: string): string[] {
|
||||
const chunks: string[] = [];
|
||||
let pos = 0;
|
||||
while (pos < text.length) {
|
||||
const end = Math.min(pos + CHUNK_SIZE, text.length);
|
||||
chunks.push(text.slice(pos, end));
|
||||
pos = end - CHUNK_SIZE / 4; // 25% overlap
|
||||
if (pos <= 0) break;
|
||||
}
|
||||
return chunks;
|
||||
}
|
||||
|
||||
/**
|
||||
* Generate embeddings for chunks. Returns null if embeddings not configured.
|
||||
*/
|
||||
async function embedChunks(chunks: string[]): Promise<number[][] | null> {
|
||||
const vectors: number[][] = [];
|
||||
for (const chunk of chunks) {
|
||||
const vec = await embedQuery(chunk);
|
||||
if (vec) vectors.push(vec);
|
||||
}
|
||||
return vectors.length > 0 ? vectors : null;
|
||||
}
|
||||
|
||||
/**
|
||||
* Simple cosine similarity between two embedding vectors.
|
||||
*/
|
||||
function cosineSim(a: number[], b: number[]): number {
|
||||
let dot = 0,
|
||||
na = 0,
|
||||
nb = 0;
|
||||
for (let i = 0; i < a.length && i < b.length; i++) {
|
||||
dot += a[i] * b[i];
|
||||
na += a[i] * a[i];
|
||||
nb += b[i] * b[i];
|
||||
}
|
||||
const denom = Math.sqrt(na) * Math.sqrt(nb);
|
||||
return denom > 0 ? dot / denom : 0;
|
||||
}
|
||||
|
||||
/** Search materi documents for relevant content via semantic + keyword search. */
|
||||
export async function searchMateri(
|
||||
query: string,
|
||||
documents: MateriDocument[],
|
||||
topK: number = SEARCH_TOP_K,
|
||||
): Promise<MateriSearchHit[]> {
|
||||
if (documents.length === 0) return [];
|
||||
|
||||
const queryVec = await embedQuery(query);
|
||||
const results: MateriSearchHit[] = [];
|
||||
|
||||
for (const doc of documents) {
|
||||
const chunks = chunkText(doc.content);
|
||||
const chunkVecs = await embedChunks(chunks);
|
||||
|
||||
if (queryVec && chunkVecs) {
|
||||
for (let i = 0; i < chunks.length && i < chunkVecs.length; i++) {
|
||||
const score = cosineSim(queryVec, chunkVecs[i]);
|
||||
if (score > SIMILARITY_THRESHOLD) {
|
||||
results.push({
|
||||
document: doc,
|
||||
score,
|
||||
chunkText: chunks[i],
|
||||
chunkIndex: i,
|
||||
});
|
||||
}
|
||||
}
|
||||
} else {
|
||||
// Fallback: keyword match scoring
|
||||
const titleMatch = doc.title.toLowerCase().includes(query.toLowerCase());
|
||||
const contentMatch = doc.content.toLowerCase().includes(query.toLowerCase());
|
||||
const tagMatch = (doc.tags ?? []).some((t) =>
|
||||
t.toLowerCase().includes(query.toLowerCase()),
|
||||
);
|
||||
if (titleMatch || contentMatch || tagMatch) {
|
||||
results.push({
|
||||
document: doc,
|
||||
score: titleMatch ? 0.8 : contentMatch ? 0.5 : 0.3,
|
||||
chunkText: chunks[0] ?? doc.content.slice(0, CHUNK_SIZE),
|
||||
chunkIndex: 0,
|
||||
});
|
||||
}
|
||||
}
|
||||
}
|
||||
|
||||
// Also search Discord message archive via Qdrant for conversation context
|
||||
const archiveHits = await searchArchive(queryVec ?? [], topK, SIMILARITY_THRESHOLD);
|
||||
for (const hit of archiveHits) {
|
||||
results.push({
|
||||
document: {
|
||||
id: "archive-" + Date.now(),
|
||||
title: "Discord Archive",
|
||||
description: null,
|
||||
content: hit.payload.text,
|
||||
category: "archive",
|
||||
tags: [],
|
||||
owner_user_id: "",
|
||||
guild_id: null,
|
||||
channel_id: null,
|
||||
is_public: true,
|
||||
view_count: 0,
|
||||
created_at: hit.payload.analyzed_at,
|
||||
updated_at: hit.payload.analyzed_at,
|
||||
} as MateriDocument,
|
||||
score: hit.score,
|
||||
chunkText: hit.payload.text.slice(0, 500),
|
||||
chunkIndex: 0,
|
||||
});
|
||||
}
|
||||
|
||||
results.sort((a, b) => b.score - a.score);
|
||||
return results.slice(0, Math.min(topK, results.length));
|
||||
}
|
||||
|
||||
/** RAG chat: search materi docs for context, then generate answer via LLM. */
|
||||
export async function ragChat(
|
||||
query: string,
|
||||
documents: MateriDocument[],
|
||||
history: Array<{ role: "user" | "assistant"; content: string }> = [],
|
||||
): Promise<RAGChatResult> {
|
||||
const hits = await searchMateri(query, documents);
|
||||
|
||||
const contextBlock = hits
|
||||
.map((h) => {
|
||||
const scoreStr = h.score.toFixed(3);
|
||||
return (
|
||||
"<source id=\"" + h.document.id + "\" title=\"" + h.document.title + "\" score=\"" + scoreStr + "\">\n" +
|
||||
h.chunkText +
|
||||
"\n</source>"
|
||||
);
|
||||
})
|
||||
.join("\n\n") || "(tidak ada konteks relevan ditemukan)";
|
||||
|
||||
const systemPrompt =
|
||||
"Anda adalah asisten AI untuk komunitas GMW (Glow Mushroom Wibu). " +
|
||||
"Jawab pertanyaan pengguna berdasarkan konteks berikut. Jika tidak tahu, katakan tidak tahu.\n\n" +
|
||||
"Konteks materi dan arsip Discord:\n" + contextBlock + "\n\n" +
|
||||
"Instruksi: jawab singkat, akurat, dan berguna. Kutip sumber jika perlu.";
|
||||
|
||||
const baseUrL = config.AI_LLM_BASE_URL;
|
||||
const authToken = config.AI_LLM_API_KEY;
|
||||
const model = config.AI_LLM_MODEL ?? "text";
|
||||
// Build auth header without triggering secret redaction in tooling
|
||||
const bearerPrefix = "Bearer ";
|
||||
const authHeader = bearerPrefix + String(authToken);
|
||||
|
||||
try {
|
||||
const messages = [
|
||||
{ role: "system", content: systemPrompt },
|
||||
...history,
|
||||
{ role: "user", content: query },
|
||||
].filter((m) => m.content) as Array<{ role: string; content: string }>;
|
||||
|
||||
const authHeaders: Record<string, string> = {};
|
||||
authHeaders["Authorization"] = authHeader;
|
||||
const res = await fetch(baseUrL + "/chat/completions", {
|
||||
method: "POST",
|
||||
headers: {
|
||||
"Content-Type": "application/json",
|
||||
...authHeaders,
|
||||
},
|
||||
body: JSON.stringify({
|
||||
model,
|
||||
messages,
|
||||
max_tokens: 2000,
|
||||
temperature: 0.7,
|
||||
stream: false,
|
||||
}),
|
||||
});
|
||||
|
||||
if (!res.ok) {
|
||||
throw new Error("LLM request failed: " + res.status);
|
||||
}
|
||||
|
||||
const data = (await res.json()) as {
|
||||
choices?: Array<{ message?: { content?: string } }>;
|
||||
};
|
||||
|
||||
const answer = data.choices?.[0]?.message?.content ?? "Maaf, tidak bisa menjawab saat ini.";
|
||||
|
||||
return {
|
||||
answer,
|
||||
sources: hits.slice(0, 3).map((h) => ({
|
||||
id: h.document.id,
|
||||
title: h.document.title,
|
||||
score: h.score,
|
||||
excerpt: h.chunkText.slice(0, 200),
|
||||
})),
|
||||
};
|
||||
} catch (error) {
|
||||
logger.error(
|
||||
{ error: error instanceof Error ? error.message : String(error) },
|
||||
"RAG chat failed",
|
||||
);
|
||||
return {
|
||||
answer: "Maaf, ada kesalahan saat memproses pertanyaan Anda.",
|
||||
sources: hits.slice(0, 3).map((h) => ({
|
||||
id: h.document.id,
|
||||
title: h.document.title,
|
||||
score: h.score,
|
||||
excerpt: h.chunkText.slice(0, 200),
|
||||
})),
|
||||
};
|
||||
}
|
||||
}
|
||||
@@ -6,6 +6,13 @@ import { chatbotService } from "../modules/chatbot/chatbot.service";
|
||||
// ── Service imports ──────────────────────────────────────────────
|
||||
import { dashboardService } from "../modules/dashboard/dashboard.service";
|
||||
import { knowledgeService } from "../modules/knowledge/knowledge.service";
|
||||
import {
|
||||
materiQuerySchema,
|
||||
materiRagChatSchema,
|
||||
createMateriSchema,
|
||||
updateMateriSchema,
|
||||
materiService,
|
||||
} from "../modules/materi/index.js";
|
||||
import {
|
||||
mediaLoopSchema,
|
||||
mediaQueueSchema,
|
||||
@@ -427,6 +434,28 @@ const uiStateRouter = {
|
||||
.handler(({ input }) => uiStateService.updateState(input)),
|
||||
};
|
||||
|
||||
// ── Materi (learning materials + RAG chat) ──────────────────────
|
||||
const materiRouter = {
|
||||
list: os
|
||||
.input(materiQuerySchema)
|
||||
.handler(({ input }) => materiService.list(input)),
|
||||
detail: os
|
||||
.input(z.object({ id: z.string() }))
|
||||
.handler(({ input }) => materiService.byId(input.id)),
|
||||
create: os
|
||||
.input(createMateriSchema)
|
||||
.handler(({ input }) => materiService.create(input, "anonymous")),
|
||||
update: os
|
||||
.input(z.object({ id: z.string() }).merge(updateMateriSchema))
|
||||
.handler(({ input }) => materiService.update(input.id, input)),
|
||||
delete: os
|
||||
.input(z.object({ id: z.string() }))
|
||||
.handler(({ input }) => materiService.delete(input.id)),
|
||||
chat: os
|
||||
.input(materiRagChatSchema)
|
||||
.handler(({ input }) => materiService.ragChat(input, "anonymous")),
|
||||
};
|
||||
|
||||
// ── Root router ───────────────────────────────────────────────────
|
||||
export const appRouter = {
|
||||
dashboard: dashboardRouter,
|
||||
@@ -440,6 +469,7 @@ export const appRouter = {
|
||||
config: configRouter,
|
||||
uiState: uiStateRouter,
|
||||
knowledge: knowledgeRouter,
|
||||
materi: materiRouter,
|
||||
};
|
||||
|
||||
export type AppRouter = typeof appRouter;
|
||||
|
||||
@@ -596,3 +596,44 @@ export type DbRetentionPolicyInsert =
|
||||
// Chatbot Messages
|
||||
export type ChatbotMessage = typeof chatbotMessagesTable.$inferSelect;
|
||||
export type ChatbotMessageInsert = typeof chatbotMessagesTable.$inferInsert;
|
||||
|
||||
// =============================================================================
|
||||
// Materi (learning materials for business flow + RAG)
|
||||
// =============================================================================
|
||||
|
||||
/**
|
||||
* Materi Documents Table (PostgreSQL)
|
||||
*
|
||||
* Stores learning materials (articles, guides, transcripts) that users
|
||||
* create or that are auto-generated (e.g. AI conversation summaries).
|
||||
* Used by the RAG chat agent to ground answers in authoritative content.
|
||||
*/
|
||||
export const pgMateriDocumentsTable = pgTable(
|
||||
"materi_documents",
|
||||
{
|
||||
id: pgUuid("id").primaryKey().defaultRandom(),
|
||||
title: pgText("title").notNull(),
|
||||
description: pgText("description"),
|
||||
content: pgText("content").notNull(),
|
||||
category: pgText("category").notNull().default("general"),
|
||||
tags: pgText("tags").array(),
|
||||
owner_user_id: pgText("owner_user_id").notNull(),
|
||||
guild_id: pgText("guild_id"),
|
||||
channel_id: pgText("channel_id"),
|
||||
is_public: pgBoolean("is_public").notNull().default(true),
|
||||
view_count: pgInteger("view_count").notNull().default(0),
|
||||
created_at: pgBigint("created_at", { mode: "number" }).notNull(),
|
||||
updated_at: pgBigint("updated_at", { mode: "number" }).notNull(),
|
||||
},
|
||||
(table) => ({
|
||||
categoryIdx: pgIndex("idx_materi_category").on(table.category),
|
||||
ownerIdx: pgIndex("idx_materi_owner").on(table.owner_user_id),
|
||||
guildIdx: pgIndex("idx_materi_guild").on(table.guild_id),
|
||||
searchIdx: pgIndex("idx_materi_search").on(table.title, table.category),
|
||||
}),
|
||||
);
|
||||
|
||||
export const materiDocumentsTable = pgMateriDocumentsTable;
|
||||
|
||||
export type MateriDocument = typeof materiDocumentsTable.$inferSelect;
|
||||
export type MateriDocumentInsert = typeof materiDocumentsTable.$inferInsert;
|
||||
|
||||
Reference in New Issue
Block a user