Discovery

Recommend tracks based on the user's listening context

Discovery providers

Discovery providers recommend tracks based on what the user is listening to. When the user reaches the last track in their queue, Nuclear asks the active discovery provider for recommendations and appends them automatically.

The provider receives the last 10 tracks from the queue as context and returns new tracks to add to the queue.

Plugins can either add a new discovery provider, or request recommendations from existing providers.

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Implementing a provider

Minimal example

You register discovery providers with api.Providers.register() just like any other provider. It needs an id, kind: 'discovery', a name, and a getRecommendations method:

import type { DiscoveryProvider, NuclearPlugin, NuclearPluginAPI, Track } from '@nuclearplayer/plugin-sdk';

const provider: DiscoveryProvider = {
  id: 'acme-discovery',
  kind: 'discovery',
  name: 'Acme Recommendations',

  async getRecommendations(context: Track[], options) {
    const { variety, limit = 5 } = options;

    // Use the context tracks to find recommendations.
    // `variety` controls how far to deviate from the listening context.
    const artistNames = context.map((track) => track.artists[0]?.name).filter(Boolean);

    const response = await fetch(
      `https://api.acme.example/recommend?artists=${artistNames.join(',')}&variety=${variety}&limit=${limit}`,
    );
    const data = await response.json();

    return data.tracks.map((track) => ({
      title: track.name,
      artists: [{ name: track.artist, roles: ['main'] }],
    }));
  },
};

const plugin: NuclearPlugin = {
  onEnable(api: NuclearPluginAPI) {
    api.Providers.register(provider);
  },
  onDisable(api: NuclearPluginAPI) {
    api.Providers.unregister('acme-discovery');
  },
};

export default plugin;

Always unregister your provider in onDisable. If you don't, it stays registered and Nuclear will keep calling it after the plugin is disabled.

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The getRecommendations method

getRecommendations(context: Track[], options: DiscoveryOptions): Promise<Track[]>

Nuclear calls this when the user is about to run out of tracks. The two arguments:

Parameter	Type	Description
context	Track[]	The last 10 tracks from the queue, ordered from oldest to newest
options	DiscoveryOptions	Controls for the recommendation behavior

Each returned Track needs at minimum a title and an artists array with at least one entry.

DiscoveryOptions

Field	Type	Description
variety	number	Float from 0 to 1. How far to deviate from the current listening context
limit	number?	Max number of tracks to return. The player requests 5 at a time

The variety parameter

The variety value tells the provider how adventurous to be, from 0.0 to 1.0.

How you interpret this is up to your implementation, but the contract is: lower values produce more similar results, higher values produce more diverse ones.

The limit parameter

Providers can return fewer tracks than the limit. If your source only has 3 good recommendations and the limit is 5, return 3.

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Type reference

DiscoveryProvider

type DiscoveryProvider = ProviderDescriptor<'discovery'> & {
  getRecommendations: (
    context: Track[],
    options: DiscoveryOptions,
  ) => Promise<Track[]>;
};

Where ProviderDescriptor<'discovery'> gives you:

Field	Type	Description
id	string	Unique identifier for this provider
kind	'discovery'	Always 'discovery'
name	string	Display name shown in the UI
pluginId	string?	Set automatically by the SDK when the provider is registered

DiscoveryOptions

type DiscoveryOptions = {
  variety: number;
  limit?: number;
};

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Using discovery data

Plugins can request recommendations from the active discovery provider via api.Discovery.*:

export default {
  async onEnable(api: NuclearPluginAPI) {
    const queue = await api.Queue.getTracks();
    const lastTen = queue.slice(-10);

    const recommendations = await api.Discovery.getRecommendations(
      lastTen,
      { variety: 0.5, limit: 10 },
    );

    for (const track of recommendations) {
      api.Logger.info(`Recommended: ${track.title}`);
    }
  },
};

Consumer reference

api.Discovery.getRecommendations(
  context: Track[],
  options: DiscoveryOptions,
  providerId?: string,
): Promise<Track[]>

The optional providerId targets a specific discovery provider. If omitted, Nuclear uses whichever provider is active.

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Related settings

Setting	Type	Description
core.playback.discovery	boolean	Whether discovery is enabled. Controlled by the BoomBox button in the player bar (not visible in Settings)
core.playback.discoveryVariety	number	The variety value (0-1) passed to providers. Configured via the variety slider in Settings > Playback