This update introduces core memory and RAG infrastructure, adding a namespaced MemoryStore for persistent session context and a flexible RAG framework for semantic retrieval. New primitives include typed memory operations with middleware support, a modular Embedder interface for vector-based search, and full tracing integration for retrieval spans to improve agent transparency. These additions provide the foundational tools for long-term state management and context-aware responses.