It offers hybrid search combining HNSW vector indexing with full-text capabilities in a single database. The system includes copy-on-write sandboxing through FORK/MERGE operations to isolate agent state, supporting both embedded and server deployment modes. It provides Python bindings and integrates with popular LLM frameworks like LangChain and LlamaIndex for agent development.