Analysis done. What's next?

[Bigmack3000]

Hey, after a few months, my analysis has finished. I'm excited to start using this, but what do i do next? I see basic and advanced up top. Do i hit start clustering? Is that going to take as long as analysis? Or do i hit fetch playlists? Where do i find the "song path" option? I wanted to play around with that feature. Should I check off "use embeddings"? Is there a doc that explains all of this? Thanks.

[NeptuneHub]

The clustering is another activity that run in background like analysis. It not long as as the analysis but can definltly take some hours. The result of the clustering are "top 8 playlist". I suggest to start it in background and leave it running.
All the other functionality instead are online (means response in some seconds). So for example in Playlist from similar song you can write artist and title of a song and create on the fly a playlist of song that are similar to the initial one.
Song path is the one where you input two song and it creater a path between the two.

So Analysis is a batch, and need to be run only once per song.
Cluster is a batch, you can re-run multiple time to have some different automatic playlist (it delete and recreate new one each time, is intended to be run like one per week or one per months, to have fresh playlist).

Al the other functionality are online.

[Bigmack3000]

yea, no matter what I do, nothing works. I just get error messages and no playlists:

What am I missing here? the analysis that took two and a half months says it was successful.

[Bigmack3000]

I'll check more when I'm back at home, but can this only be done locally? I tried creating a playlist remotely, and I'm getting error messages about being unable to fetch media.

[NeptuneHub]

Can you share the log of both flask and worker container ? How many song did you analyzed before using this functionality? Thanks!

[Bigmack3000]

in docker, in synology, they both say no logs available. I can try through terminal later in the day. here is what it says on audiomuse:

Task Status
Task ID: 282bfc4b-3827-475e-a311-e1190bc41e9a

Running Time: 01 : 35 : 09

Type: main_analysis

Status: SUCCESS

Status Message: Main analysis complete. Launched 47, Skipped 17786.

Progress: 100%

Details / Log:
{
"log": [
"Task completed successfully. Final status: Main analysis complete. Launched 47, Skipped 17786."
],
"status_message": "Main analysis complete. Launched 47, Skipped 17786.",
"task_state": "SUCCESS"
}

the rest of those albums were done on previous runs.

Its over 250,000 songs all together.

They show up in the music map. And if i put an artist name in the instant playlist, the correct song title options come up. But it always gives an error when creating an actual playlist.

[Bigmack3000]

am log sample.rtf

attached are pieces from the flask log.

[NeptuneHub]

I don't understand:
you was able to run the analysis from the start to the end, for a library of 250k song, with the different index building run;
when you run any other functionality, like Playlist From Similar Song that is the simplest one, it give the error of target track not found?

1. Did you gave the env variable to both Flask container and Worker container?
2. Both container correctly reached both REDIS and Postgresql?
3. Did you deploy the entire infrastracture from scratch with one of the deployment example in this repo or you re-use some existing postgresql or redis deployment?
4. which version of everything do you have?
5. Can you restart all the container, wait a couple of minute, only tun the Similar Song functionality, and then re-share the log of Flask container?
6. Which HW are you running? which version of Music Server (jellyfin? Navidrome) which version of AudioMuse-AI?
7. How you deployed it? Kubernetes? Docker compose?
8. Are you giving to the container enough resources? suggested 4core, 8gb ram

From my (not long) experience developing AudioMuse-AI, a case of "nothing work" major time is up to a deployment/configuration issue (usually user miss that the env variable need to be duplicated for both container, or there is some networking issue) and only few time from a HW incompatibility.

[Bigmack3000]

How do I find the answer to most of those questions? I use docker in synology to run it. I asked for help setting it up here:

#53

It seems it was closed while i was still asking more questions, but i just followed those instructions. Here is the folder path:

here is the yaml file. I removed my lms password:

docker-compose copy.yaml

if the nas was powerful enough to run analysis, it should be able to make playlists, no?

to restart the container, you mean run docker compose down. then docker compose up?

[NeptuneHub]

The log actually is not helping me because don't start from the beginning and you're also running an old version of the code.

If you know how to do, I first suggest to do a backup of your database.

Let's try by updating to the last version, update you docker-compose.yaml in this way (remember to put back you music server password):

version: '3.8'
services:
  # Redis service for RQ (task queue)
  redis:
    image: redis:7-alpine
    container_name:  audiomuse-redis
    ports:
      - "6379:6379" # Expose Redis port to the host
    volumes: 
      - redis-data:/data # Persistent storage for Redis data
    restart: unless-stopped

  # PostgreSQL database service
  postgres: 
    image: postgres:15-alpine
    container_name: audiomuse-postgres
    environment: 
      POSTGRES_USER: "audiomuse"
      POSTGRES_PASSWORD: "audiomusepassword"
      POSTGRES_DB: "audiomusedb"
    ports:
      - "15432:5432" # Expose PostgreSQL port to the host
    volumes:
      - postgres-data:/var/lib/postgresql/data # Persistent storage for PostgreSQL data
    restart: unless-stopped

  # AudioMuse-AI Flask application service
  audiomuse-ai-flask:
    image:  ghcr.io/neptunehub/audiomuse-ai:latest
    container_name:  audiomuse-ai-flask-app
    ports: 
      - "8000:8000"
    environment:
      SERVICE_TYPE: "flask"
      MEDIASERVER_TYPE: "navidrome"
      NAVIDROME_URL: "http://192.168.0.132:5082/"
      NAVIDROME_USER: "Bigmack3000"
      NAVIDROME_PASSWORD: "removed"
      POSTGRES_USER: "audiomuse"
      POSTGRES_PASSWORD: "audiomusepassword"
      POSTGRES_DB:  "audiomusedb"
      POSTGRES_HOST: "postgres"
      POSTGRES_PORT: "5432"
      REDIS_URL: "redis://redis:6379/0"
      GEMINI_API_KEY: "YOUR_GEMINI_API_KEY_HERE"
      TEMP_DIR: "/app/temp_audio"
      CLAP_ENABLED: "false"
    volumes:
      - temp-audio-flask:/app/temp_audio
    depends_on:
      - redis
      - postgres
    restart: unless-stopped

  # AudioMuse-AI RQ Worker service
  audiomuse-ai-worker:
    image: ghcr.io/neptunehub/audiomuse-ai:latest
    container_name: audiomuse-ai-worker-instance
    environment:
      SERVICE_TYPE: "worker"
      MEDIASERVER_TYPE: "navidrome"
      NAVIDROME_URL: "http://192.168.0.132:5082/"
      NAVIDROME_USER: "Bigmack3000"
      NAVIDROME_PASSWORD: "removed"
      POSTGRES_USER: "audiomuse"
      POSTGRES_PASSWORD:  "audiomusepassword"
      POSTGRES_DB: "audiomusedb"
      POSTGRES_HOST: "postgres"
      POSTGRES_PORT: "5432"
      REDIS_URL:  "redis://redis:6379/0"
      GEMINI_API_KEY: "YOUR_GEMINI_API_KEY_HERE"
      TEMP_DIR:  "/app/temp_audio"
      CLAP_ENABLED:  "false"
    volumes: 
      - temp-audio-worker:/app/temp_audio
    depends_on:
      - redis
      - postgres
    restart: unless-stopped

# Define volumes for persistent data and temporary files
volumes: 
  redis-data:
  postgres-data:
  temp-audio-flask:
  temp-audio-worker:

And restart the container, yes for restart I mean:

docker compose -f docker-compose.yaml down
docker compose -f docker-compose.yaml up 

After this save the Flask AND Worker container log in a first file. Then run the analysis with only 1 album, it's needed to update the different index.
Then go on the Playlist from Similar Song functionality and do the search for one song. Here save another log of the Flask container.

if the issue still happen, please share all the log.

The most resource needing functionality is the Analsysis. If it finish with sucess it should have good probability of having everything work. So I don't know why after that is not working. I really want to help but never happen something like that till now so we need a bit more test hoping that some more speaking error comes up.

Edit: Just to add, looking at your last log it is not finding the voyager_index raising this error:

[WARNING] Target item_id 'tr-25557' not found in the loaded Voyager index map. 
[ERROR] Could not retrieve vectors or details for start or end song. 

This means that in some way the analysis didn't completed correctly, so you don't have the index, and a big part of the functionality work on that index. So an update to the last version (to be able to better check any new error) and a new small analysis of 1 album should recreate this index or at least give us some more speaking error.

[NeptuneHub]

Seems it doesn’t download the latest version but kept an old one.

On both flask and worker container, so in 2 place, instead of :latest put :0.8.6

even better if you delete all the image related to audiomuse so you force docker to redownload so list all the audiomuse-ai images:

docker images | grep audiomuse-ai

and then remove each of them running multiple time this command with the correct version:

docker rmi ghcr.io/neptunehub/audiomuse-ai: v0.6.8-beta

My expectations is that just start working without any specific fix needed. All the version from the 0.7.0-beta and above use ONNX.

[Bigmack3000]

ok, it's currently scanning through the library with the latest version. just a short snippet here, but it seems that audiomuse currently doesn't recognize multi artist tracks? this is a pretty needed addition. lms is actually amazing for this:

WARNING]-[11-01-2026 03-12-50]-✗ No artist_id for 'Bonnie "Prince" Billy, Nathan Salsburg, Tyler Trotter' in album 'Hear the Childr

[NeptuneHub]

Ok so let me recap:

• you already analyzed the library with the :onnx image;
• Now you updated at :0.8.6 (if you open the menu you should see the new version written on the bottom) and you asked to analyzed only 1 album that is need to re-update all the index, but putting number recent album to 1 (default is 0 to scan all).

after this 1 album run Playlist for similar song and let me know if work and please share the log (if it recognize the song, it will start auto-complete after the third char that you type )

[Bigmack3000]

ok, i think we are up and running now. with 8.6, i am able to make playlists. Love the song path feature. I have been wanting this for my personal music collection ever since the spotify plugin like 15 years ago. Thanks!

[NeptuneHub]

Happy that I helped you to have it working also on old HW! And thank you for your patience!

[NeptuneHub]

I think that now the discussion I solved. I’m going to close it. Feel free to open a new one if needed or open an issue. Thank you !