In a recent article, Shlok Khemani explores Anthropic's unique approach to memory in its Claude models, which functions as a native tool within its SDK. This system operates by reading and writing to a simple directory of files, bypassing more complex methods like vector databases.
The model is trained to use a few basic file operations to naturally decide what to remember or recall during a conversation. This design allows users to define and manage sophisticated memory behaviours, from simple key-value storage to complex task management, all through natural language instructions, integrating memory directly into Claude's core reasoning process.
Read more here: https://www.shloked.com/writing/claude-memory-tool