Files
mytheclipsebotreview 2b6ec59286 refactor(ai): remove semantic embedding cache + Qdrant vector store
Hapus seluruh fitur embedding/Qdrant (tidak dipakai lagi):

- gateway: drop embeddingClient.ts, qdrantClient.ts, archiveEmbedder.ts
  dan tes qdrantEnsure.test.ts; moderationOrchestrator kembali ke
  exact-hash cache -> LLM (tanpa phase-2 semantic lookup); textCacheStore
  kehilangan findSimilarTextModeration / parseQdrantVerdict /
  isSemanticBandAccepted / upsertBareKeyToQdrant; cache-prune hanya
  menyapu Postgres.
- backend: drop embed.ts + qdrant.ts, endpoint messages.semanticSearch
  dan schema/type terkait; kolom embedding dilepas dari schema
  text_analysis_cache.
- frontend: hapus toggle EXACT/SEMANTIC, hook useSemanticSearch,
  API client + tipe SemanticSearchResult.
- config: buang AI_LLM_EMBEDDING_* dan QDRANT_* (env + .env.example).
- docs: ARCHITECTURE.md / AGENTS.md / README.md / diagram arsitektur
  disesuaikan (LLM caller - vision, cache = exact-hash saja).

Verifikasi: tsc 0 (backend, gateway, frontend); bun test 135 pass +
37 pass, 0 fail; biome 0 error.
2026-09-25 01:38:51 +07:00
..

Discord Gateway

Event-driven selfbot service: captures Discord events, runs LLM moderation, publishes everything to Redis for the backend to consume.

Architecture, invariants and the AI pipeline are documented in ARCHITECTURE.md — that file is the source of truth. This README only covers how to run it.

Commands

pnpm install
pnpm typecheck     # tsc --noEmit
pnpm lint          # biome check --diagnostic-level=error .
pnpm test          # vitest run (138 tests)
pnpm build         # tsc — CI/prod builds run this inside nix, which also
                   # runs scripts/fix-imports.mjs to rewrite @/ aliases and
                   # extensionless imports for Node ESM
pnpm dev           # tsx watch src/index.ts
pnpm start         # node dist/index.js

Deployment is CI-only: nix build .#discord-gateway → Attic cache → systemd restart on the VPS. Do not build/hand-copy the artifact.

Layout

src/
├── index.ts                 # entry → initializeDiscordGateway()
├── app/                     # process lifecycle
│   ├── bootstrap.ts         #   startup order: config → DB → services → metrics → login
│   ├── lifecycle.ts         #   everything wired on the Discord 'ready' hook
│   ├── process-guards.ts    #   SIGINT/SIGTERM + uncaught error policy
│   ├── metrics-collector.ts #   AI pipeline Prometheus gauges
│   ├── shutdown.ts          #   graceful shutdown sequence
│   └── retention.ts         #   expired-record cleanup scheduler
├── shared/                  # infrastructure — never imports from modules/
│   ├── config/ database/ logger/ errors/ utils/
│   ├── discord/clientOptions.ts
│   ├── redis-channels.ts    #   canonical Redis channel + command constants
│   └── moderation-types.ts  #   domain types shared across services
└── modules/                 # feature modules (each exposes an index.ts facade)
    ├── ai-moderation/       #   LLM moderation pipeline (largest module)
    ├── message-capture/     #   Discord listeners + message/attachment DB
    ├── attachment-upload/   #   download → resize → upload
    ├── event-broadcaster/   #   Redis pub/sub publisher
    ├── command-handler/     #   backend → gateway commands over Redis
    ├── gateway-metrics/     #   Prometheus /metrics (METRICS_PORT)
    ├── monitor/             #   weekly digest scheduler
    └── reaction-tracking/ thread-tracking/ user-presence/
        channel-topic/ guild-member-events/

Dependency direction is one-way: index.ts → app/ → modules/ → shared/. Callers outside a module import its index.ts facade, never an internal file.

Testing

Vitest, tests in tests/. Config supplies dummy env vars so the suite runs without live Postgres/Redis; external services are mocked. llmE2e.test.ts is skipped by default and needs real credentials (pnpm test:e2e:live).