Databricks announces improvements to Agent Bricks Knowledge Assistant through Instructed-Retriever-1, achieving 3x faster search using parallel test-time scaling techniques. The post details how this new retrieval model delivers enhanced speed and answer quality for enterprise knowledge base applications.