re-command: Automated Music Recommendation System for Navidrome

re-command is a modern, containerized music recommendation and automation system that enhances your Navidrome music experience. It automatically discovers and downloads music recommendations from ListenBrainz and Last.fm using Streamrip or Deemix, then organizes and tags them in your music library.

Key Features

• Multi-Source Recommendations: Fetches music recommendations playlists from ListenBrainz, Last.fm, and LLM-powered suggestions (gemini/openrouter/llama.cpp). Includes a built-in cron scheduling for weekly automated downloads
• Dual Download Methods: Supports both modern Streamrip v2 and legacy Deemix for downloading from Deezer
• Fresh Releases Discovery: Automatically shows newly released albums from ListenBrainz with a quick download button
• Universal Link Downloads: Download music straight to your sever with Spotify, YouTube, Deezer, and other platforms links using Songlink API integration (still in beta)
• Track Previews & Feedback: Preview tracks before downloading and submit feedback manually to ListenBrainz/Last.fm
• Dynamic Playlist Support: Downloaded tracks are tagged with configurable comment markers for dynamic playlists
• Automated Library Maintenance: Removes tracks from previous recommendations and submit scrobbling feedbacks based on your Navidrome ratings
• Containerized Deployment: Full Docker support with automated setup and configuration

Table of Contents

• Prerequisites
• Quick Start with Docker Compose Image
• Alternative: Quick Start with Docker (Script)
• Screenshots
• Usage Modes
• Local Development Setup (non-dockerized)
• Manual Configuration
• LLM Model Comparison
• Advanced Configuration
• Troubleshooting
• Contributing / Roadmap

Prerequisites

• Docker and Docker Compose installed
• A running Navidrome instance
• Deezer account with ARL token
• A ListenBrainz account for ListenBrainz recommendations, fresh releases and LLM playlists

Optional

• A Last.fm API account for Last.fm recommendations
• A LLM API key or base URL for llama.cpp

Quick Start with Docker Compose Image

1. Download only the docker.yml

wget https://raw.githubusercontent.com/Snapyou2/re-command/refs/heads/main/docker/docker-compose.yml

Edit the file and set at least the volumes to your Navidrome music library path. Replace the whole "{MUSIC_PATH:-../music}" with the full library path. It should look like this:

    volumes:
      - /home/snapyou2/Music:/app/music
      - /home/snapyou2/Music/.tempfolder:/app/temp_downloads

2. Start the Application

docker compose up -d

3. Access the Web Interface

Open http://localhost:5000 in your browser. Configure Navidrome access, playlist providers, and Deezer ARL in the settings. You can also click the "Create Smart Playlists" after you configured everything and then trigger a rescan of your Navidrome library.

Screenshots

Usage Modes

1. Automated Weekly Downloads

Runs automatically every Tuesday at 00:00 (configurable) via cron job. The process runs in two phases:

Phase 1: Library Cleanup & Feedback

• Scans your Navidrome library for tracks with recommendation comments
• 1 star: Sends negative feedback and deletes the track
• 2-3 stars: Deletes the track (no feedback)
• 4 stars: Keeps the track and removes the recommendations comment (no feedback, but out of your dynamic playlist)
• 5 stars: Sends positive feedback, keeps the track and removes the recommendation comment
• Feedback is submitted to ListenBrainz and Last.fm based on your ratings

Phase 2: Download New Recommendations

• Fetches new recommendations from ListenBrainz, Last.fm and/or LLM playlists (based on what is enabled)
• Downloads and tags new tracks using Streamrip or Deemix
• Organizes downloaded music into path/artist/album/track

2. Fresh Releases Discovery

Discovery of newly released albums:

• Fetches from ListenBrainz fresh releases API each time you load the web page
• Displays last 10 albums with album art
• Allows selective downloading (only for one week if set up in the settings)
• Organizes into music library

3. Link Downloads

Download music from any supported platform:

• Paste a music link from your favorite music app and get them downloaded on your server using Songlink API. Links supported by service :
  • Spotify : tracks/albums
  • Deezer : tracks/albums
  • Apple music : tracks/albums
  • Tidal : tracks/albums
  • Youtube Music : tracks/some playlists
  • Amazon Music : very experimental

4. Individual Track Downloads from Recommendation Playlists

Via web interface:

• Preview tracks before downloading (30-second previews)
• Download individual tracks from recommendations
• Submit manual like/dislike feedback to the playlist provider (defaults to ListenBrainz for LLM playlists)

5. Library Maintenance

Cleans up your music library based on ratings (done automatically with the cron job but can be manually triggered in the settings):

• Automatically removes tracks rated 3 stars or below
• Submits feedback to ListenBrainz for disliked tracks
• Clears recommendation tags from highly rated tracks

6. Manual Control

Via web interface or command line:

# Download only ListenBrainz recommendations
python re-command.py --source listenbrainz

# Download only Last.fm recommendations
python re-command.py --source lastfm

# Download only LLM recommendations
python re-command.py --source llm

# Download all available fresh releases
python re-command.py --source fresh_releases

# Run library cleanup based on ratings
python re-command.py --cleanup

# Bypass playlist change detection for Listenbrainz (redownload a playlist previously downloaded)
python re-command.py --bypass-playlist-check

Local Development Setup (non-dockerized)

Prerequisites

• Python 3.11+
• Git
• Navidrome server (local or remote)
• Deezer ARL token

1. Clone the Repository

git clone <repository_url>
cd re-command

2. Install Dependencies

pip install -r requirements.txt

3. Configure Environment

Edit the configuration file:

nano config.py

4. Run the Application

Command Line Interface:

python re-command.py

Web Interface:

python web_ui/app.py

Then open http://localhost:5000 in your browser.

Manual Configuration

Environment Variables (Docker)

Variable	Description
RECOMMAND_ROOT_ND	Navidrome server URL
RECOMMAND_USER_ND	Navidrome username
RECOMMAND_PASSWORD_ND	Navidrome password
RECOMMAND_DEEZER_ARL	Deezer ARL token
RECOMMAND_LISTENBRAINZ_ENABLED	Enable ListenBrainz
RECOMMAND_TOKEN_LB	ListenBrainz API token
RECOMMAND_USER_LB	ListenBrainz username
RECOMMAND_LASTFM_ENABLED	Enable Last.fm
RECOMMAND_LASTFM_USERNAME	Last.fm username
RECOMMAND_LASTFM_PASSWORD	Last.fm password
RECOMMAND_LASTFM_API_KEY	Last.fm API key
RECOMMAND_LASTFM_API_SECRET	Last.fm API secret
RECOMMAND_LLM_ENABLED	Enable LLM suggestions
RECOMMAND_LLM_PROVIDER	LLM provider (gemini/openrouter/llama)
RECOMMAND_LLM_API_KEY	LLM API key
RECOMMAND_LLM_MODEL_NAME	LLM model name

Configuration File (Local)

Open the config.py and fill it with the proper information.

API Endpoints

The web interface exposes RESTful APIs:

• GET /api/config - Get current configuration
• POST /api/update_config - Update configuration settings
• POST /api/update_arl - Update Deezer ARL token
• POST /api/update_cron - Update scheduling
• POST /api/toggle_cron - Enable/disable automatic downloads
• GET /api/get_listenbrainz_playlist - Get ListenBrainz recommendations
• POST /api/trigger_listenbrainz_download - Trigger ListenBrainz playlist download
• GET /api/get_lastfm_playlist - Get Last.fm recommendations
• POST /api/trigger_lastfm_download - Trigger Last.fm playlist download
• GET /api/get_llm_playlist - Get LLM-powered recommendations
• POST /api/trigger_llm_download - Trigger LLM playlist download
• GET /api/get_fresh_releases - Get fresh releases
• POST /api/trigger_fresh_release_download - Download specific release
• POST /api/trigger_navidrome_cleanup - Run library cleanup
• POST /api/submit_listenbrainz_feedback - Submit feedback for ListenBrainz tracks
• POST /api/submit_lastfm_feedback - Submit feedback for Last.fm tracks
• GET /api/get_track_preview - Get track preview URL
• POST /api/trigger_track_download - Download individual track
• POST /api/download_from_link - Download from universal music links
• GET /api/get_deezer_album_art - Get album art from Deezer

LLM Model Comparison

re-command supports various Large Language Models for music recommendations. From experience, gemini-3-flash-preview (or its predecessor gemini-2.5-flash) remains the best available free model amongst external APIs recommendations options. Here is a performance comparison of free OpenRouter models I tested for music discovery:

Best to Worst Performance:

Model	Response Time	Originality	Song Finding Reliability	Notes
tngtech/deepseek-r1t2-chimera:free	1.9 min	8/10	7/10	Excellent creativity, good at finding songs
google/gemma-3-27b-it:free	1.4 min	7/10	8/10	Fast, reliable song discovery
meta-llama/llama-3.3-70b-instruct:free	1.5 min	5/10	8/10	Very reliable, but less creative
z-ai/glm-4.5-air:free	2.7 min	6/10	7/10	Decent but slow
amazon/nova-2-lite-v1:free	1.3 min	7/10	5/10	Fast but misses some songs
mistralai/mistral-small-3.1-24b-instruct:free	1.2 min	4/10	5/10	Fastest but least creative
qwen/qwen3-235b-a22b:free	3 min	4/10	7/10	Slow but reliable
arcee-ai/trinity-mini:free	1.2 min	3/10	5/10	Fast but poor performance
openai/gpt-oss-20b:free	Failed	-	-	Not working
moonshotai/kimi-k2:free	Failed	-	-	Not working
openai/gpt-oss-120b:free	Failed	-	-	Not working
allenai/olmo-3-32b-think:free	Failed	-	-	Not working

Advanced Configuration

Custom Download Quality

If you have a Deezer Premium account, you can get better mp3 quality.

Edit the Streamrip configuration in Docker:

docker exec -it re-command bash
# Edit /root/.config/streamrip/config.toml

Or edit the Deemix config if you are using it:

docker exec -it re-command bash
# Edit /root/.config/deemix/config.json

Troubleshooting

Quick Fixes

Container Won't Start:

• Check all required environment variables are set
• Verify Navidrome server is accessible

Docker Compose Errors (http+docker scheme):

• If you see Not supported URL scheme http+docker, it means you are using the older docker-compose (V1) which has compatibility issues. Use the modern command instead: docker compose (no hyphen).

Downloads Failing:

• Verify ARL token is fresh (not expired)
• Check Deezer account status (free accounts limited to 128kbps)
• Ensure sufficient disk space

Web Interface Not Loading:

• Check port 5000 is not in use
• Verify container is running: docker ps
• Check logs: docker logs re-command

Navidrome Integration Issues:

• Verify server URL and credentials
• Check Navidrome version (v0.49.0+ recommended)
• Ensure music library path is writable

Logs

Please add the docker logs when creating an issue:

# View container logs
docker logs -f re-command-container

Contributing / Roadmap

Contributions are welcome! Areas for improvement:

• Really looking forward sharing links to an Android re-command PWA (I tried and failed many times so PRs are welcomed!)
• Adding Tidal as a streamrip option to get higher resolution downloads (quite unstable for now)