Memory Stores API

We've just introduced our new Memory Stores API, enabling persistent, entity-based memory across conversations so your agents can recall context and build more intelligent interactions.

Key Features

Persistent & Isolated Memory

• Entity-based Isolation: Use entity_id to scope memory per user, session, or organization.
• Multi-Tenant Support: Secure separation of data across entities.

Structured Memory Storage

• Memory Stores: Named containers for storing different types of contextual data.
• Built-in Tools: Automatic read, write, and query operations for seamless integration.

Agent Memory Workflow

• Discover First: Agents must use retrieve_memory_stores to discover available memory before interacting with them.
• Query Smartly: Once discovered, use query_memory_store to fetch relevant information before responding.
• System Prompt Guidance: Example:

  "Use retrieve_memory_stores to see what memory stores are available, then use query_memory_store to search for relevant information before responding."

Streaming & Entity Tracking

• Streaming Support: Use entity_id for real-time memory tracking during ongoing conversations.