Save observations for a project to a separate file in the format { projectId, observations: [{ entityName, contents: [...] }] }.

Get all observations saved in the separate file for a given projectId.

Add new observations to existing entities in the project knowledge graph.

List all projects with stored memory

Create multiple new entities in the project knowledge graph

Create multiple new relations between entities in the project knowledge graph

Delete multiple entities and their associated relations from the project knowledge graph

Delete specific observations from entities in the project knowledge graph

Delete multiple relations from the project knowledge graph

Read the entire knowledge graph for a specific project

Search for nodes in a specific project's knowledge graph based on a query

Search for nodes across all projects' knowledge graphs based on a query

Open specific nodes in a project's knowledge graph by their names

Copy memory entities and their relations from one project to another