SpotifyCares Support Agent Support Agent

Incoming tweet

starting up…

Pipeline

1
Classify idle
Predicts intent from 8 categories using an LLM.
2
Retrieve (RAG) idle
Finds the 3 most similar past complaints and Spotify's real replies.
3
Draft idle
Writes a new reply grounded in the retrieved past replies.
4
Decide idle
Pure Python rules pick auto-send vs escalate, with a reason.