03 / Retrieval

Get the knowledge your next action needs.

Find current facts, follow relationships, and inspect past changes. Give your agent a focused view of the record for the task at hand.

In practice

Ask about the project. Follow the context.

Illustrative record. Current facts, relationships, and historical values can be queried for different questions.

Project / atlasExample
Current status
Active
Project owner
person:alice
Related team
team:platform
History
Previous status: planned

Built into the workflow

Several ways to reach the right record.

01

Find a known entity

Load an entity by its identifier or use an indexed field for an exact lookup.

02

Search and explore

Match text in current entities and facts, then traverse typed relationships to discover connected records.

03

Look back when needed

Inspect the changelog or retrieve an entity at a point in valid time to understand what was recorded as true then.

Take a readable view with you.

Export current knowledge as JSON or Markdown for inspection and documentation. Exports are derived views; submit observations to update the stored record.

Connect retrieval to your agent

Make your next update count

Start with one useful memory.

Create a workspace, define a type, and see your first observation become a traceable record.

Create a workspace

Explore the system

06Agents

Agents

Connect your application through the SDK, HTTP API, or MCP.

Explore agents

Retrieval · ConceptMem