Uploads were doing md5 + local visual matching inside the upload request (backend create) while the frontend later ran its own e621 MD5 pass, so the pipeline looked interleaved per file. Now every step is a phase applied to the whole batch in order: 1. upload (fast: md5 + exact-duplicate check only), 2. e621 MD5 lookup, 75 md5: metatags per posts.json request, 3. local visual similarity, one file at a time via the new POST /api/uploads/<id>/visual-match/ action, 4. IQDB through the existing serial queue. The board shows the active phase with its own progress bar (e621 MD5 in peach, visual in lavender, IQDB in teal) and every step updates the staged list as it lands. Verified from a headless run: one batched posts.json request for 10 files, then 10 visual-match calls, then IQDB.
J621
Self-hosted media library and e621 archive manager, rebuilt as a React SPA + Django REST API.
Structure
backend/ Django 6 + DRF API (MariaDB + Redis via docker compose)
frontend/ Vite + React + TypeScript SPA
deploy/ Docker images, compose variants and Tailscale serve configs
extras/ shell integrations (fish_greeting with fastfetch)
Development
Backend
cd backend
source venv/bin/activate
python manage.py migrate
python manage.py scan_files # index the watched folder
python manage.py runserver
Copy .env.example to .env and set WATCHED_FOLDER before scanning.
Frontend
cd frontend
npm install
npm run dev # http://localhost:5173, proxies /api to :8000
Production
Docker: see deploy/ for the two images (SPA on static
nginx, API on gunicorn), the three compose variants (both / frontend-only /
backend-only) behind a shared nginx service and a Tailscale sidecar, and the
public-funnel or tailnet-only serve configs. deploy/push_*.sh builds and
pushes the multi-arch images to the Gitea registry.
Random image endpoint
Used by the SPA's Random page and by shell greetings (fish_greeting + fastfetch):
curl -H "Authorization: Token <token>" \
"https://j621.example.ts.net/api/random/?rating=s,q&fastfetch=1"
{
"j_id": "J-59",
"filename": "J-59.jpg",
"extension": "jpg",
"rating": "e",
"url": "https://j621.example.ts.net/api/files/J-59/raw/?sig=…",
"download_url": "https://j621.example.ts.net/api/files/J-59/raw/?sig=…&download=1",
"thumbnail_url": "https://j621.example.ts.net/api/files/J-59/thumbnail/?sig=…",
"fastfetch": true
}
rating— comma separated subset ofs,q,e(default: any).fastfetch=1, or any request whose User-Agent containsfastfetch, limits the roll topng/jpg/gifso terminals can display it. Images are the only candidates in both modes.urlis absolute, and signed for authenticated callers, so fastfetch can load it without headers. Guests get an unsigned URL and only see guest-visible items./randomand/random/are aliases of/api/random/for scripts. Behind the bundled nginx those aliases negotiate onAccept: browsers get the SPA page, requesters like curl/wget/fastfetch get the JSON./api/random/is the unambiguous path for scripts; 404 when nothing matches the filters.- A ready-made shell greeting that uses this endpoint lives in
extras/fish_greeting/. - Scoped tokens for scripts: the Account page's Shell tokens section
(also
/tokens) issuesj621r_…tokens that only authenticate/api/random/— the rest of the API rejects them. They are stored as hashes, shown once, and revocable any time (/api/auth/greeting-tokens/).
Licence
Source-available, non-commercial: personal and other non-commercial use is welcome under the Jake Labs Non-Commercial Software Licence, which requires attribution and keeps derivative works under the same licence. Commercial use is not permitted. Third-party dependencies keep their own licences (all permissive: MIT, BSD, Apache-2.0, ISC).