User request 2026-06-01: the previous Rediscover only fired on explicit album/artist likes, so users who only liked at the track level got an empty Rediscover row. Also no daily rotation - the section never changed between data updates - and 25 items felt long for the Home carousel. SQL (internal/db/queries/recommendation.sql): - ListRediscoverAlbumsForUser UNIONs the existing explicit album-like signal with a new track-derived path: an album qualifies if it has >=2 liked tracks where the earliest like is >30 days old. - ListRediscoverArtistsForUser does the same with threshold 3 (artists span more releases, so the bar is higher to avoid one-hit-wonder affinities). - Both ordering switched from longest-since-last-play to a daily- stable random hash md5(entity_id || user_id || current_date) so the row randomizes but stays consistent within a day. - Fallback queries also switched to the daily-stable hash so the fallback rows don't reshuffle on every refresh. Go (internal/recommendation/home.go): - HomeRediscoverLimit dropped from 25 to 10 (carousel-sized). - rediscoverInnerLimit (30) is the per-query cap; gives headroom so the Go-layer filters don't undershoot. - applyRediscoverAlbumFilters does cross-section dedup vs Most Played (no point surfacing albums the user is actively spinning) plus a diversity cap of max 2 albums per artist (prevents one liked-but- forgotten artist dominating the row). - applyRediscoverArtistFilters does cross-section dedup vs Most Played's artist set; no diversity cap needed (one row per artist). Tests (internal/recommendation/home_integration_test.go): - TrackDerived path: 2 liked tracks >30d old + no recent plays = album appears in Rediscover. - Threshold guard: 1 liked track = album does NOT appear. - Diversity cap: 4 explicit album-likes from same artist = 2 in output. - Dedup vs MostPlayed: eligible album whose track is in MostPlayed gets filtered out. - Existing FallbackWhenSparse test preserved (semantics unchanged for recent likes that miss the >30d primary filter). Clients unchanged - they render whatever /api/home/index returns. No parity-map row needed (this is a server-internal recommendation change, not a layout divergence).
Minstrel
A self-hosted music server that thinks for you. Smart shuffle, contextual likes, ListenBrainz-aware radio, and Lidarr automation — server-side, so every client (web, mobile, Subsonic third-party) gets the same intelligence.
State and intelligence belong on the server, not the client.
Highlights
- OpenSubsonic-compatible. Existing Subsonic clients (DSub, Symfonium, play:Sub, etc.) connect with no special configuration.
- Server-side smart shuffle. Track-similarity vectors, dual-like model (general + contextual), and session memory keep mixes coherent across devices.
- ListenBrainz radio. Session-aware "more like this" pulls from ListenBrainz similarity data, not a static genre tag.
- Lidarr integration. Triggered scans, request-driven album imports, and a quarantine flow when something doesn't fit.
- Built-in web SPA. Full-feature library, search, queue, playlists, and admin — no separate frontend container to deploy.
- Flutter mobile client in flight. Tracking issue #356.
Quickstart
# compose.yaml
services:
minstrel:
image: git.fabledsword.com/bvandeusen/minstrel:latest
ports: ['4533:4533']
volumes:
- ./music:/music:ro
- minstrel-data:/data
environment:
MINSTREL_DATABASE_URL: postgres://minstrel:minstrel@db:5432/minstrel?sslmode=disable
MINSTREL_LIBRARY_SCAN_PATHS: /music
depends_on: [db]
db:
image: postgres:17
environment:
POSTGRES_USER: minstrel
POSTGRES_PASSWORD: minstrel
POSTGRES_DB: minstrel
volumes: [pgdata:/var/lib/postgresql/data]
volumes:
minstrel-data:
pgdata:
docker compose up -d
After the stack is up, visit http://localhost:4533/register and create your admin account. The first user to register on a fresh instance is automatically marked as the administrator; subsequent users can register through the same form (or via invite tokens generated from the admin Users panel, depending on how you configure registration).
For the full configuration surface, see config.example.yaml.
Configuration
Most operators only need the env vars in the quickstart above. A few extras worth knowing:
MINSTREL_BRANDING_APP_NAME— rename the instance ("Family Jukebox", "Office Music"). Surfaces in the header, browser tab, and OG share previews.MINSTREL_STORAGE_DATA_DIR— defaults to./data. Holds playlist cover collages and other generated artefacts.MINSTREL_LIBRARY_SCAN_PATHS— colon-separated list of music library roots to scan. Supports multiple roots (/music:/podcasts).
ListenBrainz integration (per-user scrobble + similarity tokens) and Lidarr integration (URL + API key) are configured through the admin Settings UI rather than env vars or yaml — per Minstrel's "config in UI" rule, integration settings live where operators can edit them without restarting.
Most operational keys have a MINSTREL_<SECTION>_<FIELD> env override. Recommendation and events tuning are yaml-only. See config.example.yaml for the authoritative surface.
Updating
:main— rolling, follows the dev branch's tested tip. Recommended only for the operator who's running an upstream-watching deployment.:v1.0.x— pinned releases. Recommended default. Database migrations run automatically at startup; rollbacks require restoring a Postgres dump.
Specs
Authoritative scope lives under docs/:
- Server spec — current implementation focus.
- Client spec — Flutter companion app.
Development
Two concurrent dev processes:
- Backend:
docker compose up— Postgres + Minstrel on:4533. - Frontend:
cd web && npm install && npm run dev— Vite dev server on:5173with HMR. The Vite server proxies/api/*and/rest/*to:4533so session cookies work.
Testing
- Unit + race (no DB):
make test-short. - Full suite incl. integration tests:
make test-integration. This runs against a dedicatedminstrel_testdatabase so a test run never truncates your devminstreldata (admin user, library, likes). It brings up the compose Postgres and creates the test DB if missing. - CI runs both: a fast
go test -short -racegate plus an integration job with its own ephemeral Postgres (.gitea/workflows/test-go.yml).
Production build
docker build -t minstrel . runs the SvelteKit build inside a node stage, copies the output into the golang stage, and //go:embeds it into the final binary. The container serves the SPA from / alongside the API surfaces; no separate static-file server is required.
Branches
- Day-to-day work happens on
dev(or feature branches merged intodev). mainis protected — changes land via PR fromdev.- Releases are cut by tagging
v*offmain; the release workflow builds and pushes the container image to the Gitea registry.
Task and milestone tracking: Fable (Minstrel project, id 12).
License
See LICENSE.