UC Berkeley Launches LEANN Vector Index

UC Berkeley's Sky Computing Lab launched LEANN, an open-source vector index that shrinks a 60M-chunk RAG index from 201 GB to 6 GB. The research paper won the Best Research Paper award at MLSys 2026, enabling semantic search on laptops by recomputing embeddings at query time instead of storing them.