Load Spotify Data into LlamaIndex
Spotify Loader reads your Spotify account data and loads saved albums, tracks, or playlists into LlamaIndex Documents.
Why it matters
Connect your Spotify account to LlamaIndex to ingest your music data. This allows you to build applications that can analyze your listening habits and provide personalized recommendations.
Outcomes
What it gets done
Load saved Spotify albums, tracks, and playlists into LlamaIndex Documents.
Authenticate with Spotify using client credentials and redirect URI.
Enable querying of your Spotify collection for insights and recommendations.
Integrate Spotify data into LlamaIndex for advanced AI applications.
Install
Add it to your toolbox
Run in your project directory:
curl -fsSL https://spark.entire.vc/get/li-reader-readers-spotify | bash Overview
Spotify Loader
Spotify Loader is a LlamaIndex reader that connects to your Spotify account via the Spotify API and loads your saved albums, tracks, or playlists into Document objects. It transforms your personal music library data into a format that can be indexed and queried using LlamaIndex. Use Spotify Loader when you want to load your Spotify library data into LlamaIndex Documents for indexing and querying. It's ideal for developers working with LlamaIndex who need to incorporate their personal Spotify data into their projects.
What it does
Spotify Loader is a LlamaIndex reader integration that connects to your Spotify account and transforms your saved music library into Documents. It retrieves your saved albums, tracks, or playlists and converts them into a format suitable for indexing and querying with LlamaIndex.
When to use - and when NOT to
Use Spotify Loader when you want to load your Spotify library data into LlamaIndex Documents for indexing and querying. It's ideal for developers who need to work with their personal Spotify data within the LlamaIndex ecosystem.
Do NOT use this loader if you need real-time playback control or streaming functionality - it only reads saved library data. It's also not suitable if you need to access other users' public playlists or Spotify's broader catalog beyond your personal saved items.
Inputs and outputs
You provide Spotify API credentials (client_id, client_secret, and redirect_uri) as environment variables, plus an optional collection parameter specifying whether to load "albums", "tracks", or "playlists". By default, it loads your saved albums.
You receive LlamaIndex Document objects containing your Spotify library data, ready to be indexed and queried.
Integrations
This loader integrates with the Spotify for Developers API and requires registration to obtain credentials. It works within the LlamaIndex ecosystem, compatible with VectorStoreIndex and other LlamaIndex components.
Who it's for
Spotify Loader is designed for developers building applications with LlamaIndex who want to incorporate their personal Spotify library data into their projects.
Installation
pip install llama-index-readers-spotify
Basic usage
from llama_index.readers.spotify import SpotifyReader
loader = SpotifyReader()
documents = loader.load_data()
Complete example with querying
from llama_index.core import VectorStoreIndex, download_loader
from llama_index.readers.spotify import SpotifyReader
loader = SpotifyReader()
documents = loader.load_data()
index = VectorStoreIndex.from_documents(documents)
index.query(
"When are some other artists i might like based on what i listen to ?"
)
Before using the loader, you must register with Spotify for Developers, create an app to obtain credentials, and set three environment variables: SPOTIPY_CLIENT_ID, SPOTIPY_CLIENT_SECRET, and SPOTIPY_REDIRECT_URI. The redirect URI does not need to be a functional endpoint.
Source README
Spotify Loader
pip install llama-index-readers-spotify
This loader reads your Spotify account and loads saved albums, tracks, or playlists into Documents.
As a prerequisite, you will need to register with Spotify for Developers and create an app in order to get a client_id and a client_secret. You should then set a redirect_uri for the app (in the web dashboard under app settings). The redirect_uri does not need to be functional. You should then set the client_id, client_secret, and redirect_uri as environmental variables.
export SPOTIPY_CLIENT_ID='xxxxxxxxxxxxxxxxx'export SPOTIPY_CLIENT_SECRET='xxxxxxxxxxxxxxxxxx'export SPOTIPY_REDIRECT_URI='http://localhost:8080/redirect'
Usage
Here's an example usage of the SpotifyReader. It will retrieve your saved albums, unless an optional collection argument is passed. Acceptable arguments are "albums", "tracks", and "playlists".
from llama_index.readers.spotify import SpotifyReader
loader = SpotifyReader()
documents = loader.load_data()
Example
This loader is designed to be used as a way to load data into LlamaIndex.
LlamaIndex
from llama_index.core import VectorStoreIndex, download_loader
from llama_index.readers.spotify import SpotifyReader
loader = SpotifyReader()
documents = loader.load_data()
index = VectorStoreIndex.from_documents(documents)
index.query(
"When are some other artists i might like based on what i listen to ?"
)
FAQ
Common questions
Discussion
Questions & comments · 0
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