Agent task

Manage memory and knowledge

Keep useful context available across long-running tasks and sessions.

Target outcome

Relevant context retrieved when the agent needs it.

Required capabilities

Choose one tool for each capability, then connect them as a workflow.

Store, retrieve, and rank durable context for agents across sessions.

Turn pages and documents into clean, structured, model-ready content.

Trace agent runs, evaluate outcomes, and diagnose failures in production.