Playlist Generator using Sentence Transformers and Gradio Blocks on Hugging Face Spaces

AI Impact Summary

The project constructs verse-level embeddings using the msmarco-MiniLM-L-6-v3 model via SentenceTransformer, chunks lyrics into verses, and performs semantic_search to surface top-k songs for a given prompt. It then orchestrates a multi-step Gradio Blocks UI hosted on Hugging Face Spaces, loading embeddings and lyric mappings from Hugging Face Datasets at startup and optionally pulling private lyrics via an auth token. This enables prompt-driven playlist generation but introduces external dependencies (model/version, dataset hosting, and private data access) that can impact availability or require migration if assets move or access changes.