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API Overview

The MemoryLake API lets you feed documents and conversations into a project, automatically extract structured facts, and search across all memory sources with natural language. Use it to build AI applications with long-term memory.

Base URL

Authentication

All API requests require a Bearer token in the Authorization header. See Authentication for details.

API Sections

Core Memory Operations

The 3 essential APIs: import documents, append conversation messages, and search memories.

Library

File storage — upload and manage files before importing them into projects.

Workspaces

Create and manage workspaces — the top-level namespace for data isolation.

Actors

Manage participant identities and their associated facts.

Agents

Define AI agents with versioning and A2A protocol support.

Projects

Manage projects and their documents, conversations, and facts.

Common Patterns

Response Format

All responses follow this structure:
Error responses:

Your own identifiers

Every resource you create has two identifiers. id is minted here — a prefix and 32 hex characters, like actor-7b5470549febfaca2acc5a3ebcaa2138. custom_id is the one you bring: the identifier this thing already has in your system. Setting it means you do not have to store our id next to your record. Create an actor with the user id your application already uses, and from then on you can address that actor by it:
A custom_id must be unique within your tenant, per kind of resource — two actors cannot share one, though an actor and a project may. Deleting a resource frees its custom_id for reuse.

Pagination

List endpoints use continuation-token pagination: Query Parameters:
  • page_size: Number of items per page
  • continuation_token: Token from a previous response to fetch the next page
When the response continuation_token is null, there are no more pages.

Timestamps

All timestamps use ISO 8601 format:

Next Steps

Core Memory Operations

Start with the core APIs — see the workflow and prerequisites

Authentication

Set up your API credentials