memwal

Walrus Memory

Portable agent memory — take your agent's memory anywhere.

Walrus Memory enables AI agents to operate reliably across apps and sessions, without losing context. Portable, verifiable, and fully controlled by you, it's the memory layer that lets agents handle complex workflows and coordinate using data they can trust.

Walrus Memory is currently in beta and actively evolving. While fully usable today, we continue to refine the developer experience and operational guidance. We welcome feedback from early builders as we continue to improve the product.

For AI Agents

• Single-file guide: Read SKILL.md for a complete integration reference (install, configure, API surface, troubleshooting)
• LLM-friendly docs: llms.txt — structured overview following the llmstxt.org standard

Install

pnpm add @mysten-incubation/memwal

Peer dependencies (install as needed):

pnpm add @mysten/sui @mysten/seal @mysten/walrus ai zod

Quick Start

import { MemWal } from "@mysten-incubation/memwal";

const memwal = MemWal.create({
  key: "your-delegate-key-hex",
  accountId: "your-walrus-memory-account-id",
  serverUrl: "https://your-relayer-url.com",
  namespace: "demo",
});

const job = await memwal.remember("User prefers dark mode and uses TypeScript.");
await memwal.waitForRememberJob(job.job_id);
const memories = await memwal.recall({ query: "What are the user's preferences?" });
await memwal.restore("demo");

Documentation

• Full docs at memory.walrus.xyz
• Docs source of truth: docs/
• Docs site entry points:
  • What is Walrus Memory?
  • Quick Start
  • SDK Quick Start
  • Relayer Overview
  • SDK API Reference

Contributing

We want to be explicit about this while Walrus Memory is in beta: feedback, bug reports, docs fixes, examples, and implementation contributions are all welcome.

If you spot rough edges or missing guidance, please open an issue or send a PR.

Run the Repo Locally

From the repository root:

pnpm install

Important: Build the SDK first — apps depend on its compiled output.

pnpm build:sdk

Then start the surface you need:

pnpm dev:app
pnpm dev:noter
pnpm dev:chatbot
pnpm dev:researcher

For the full step-by-step setup guide, see:

• Run the Repo Locally

Exports

Entry	Description
@mysten-incubation/memwal	Default client (MemWal). The relayer handles embedding, encryption, Walrus upload/download, retrieval, and restore.
@mysten-incubation/memwal/manual	Manual client flow (MemWalManual). You handle embedding calls and local SEAL operations. The relayer still handles upload relay, registration, search, and restore.
@mysten-incubation/memwal/ai	Vercel AI SDK integration - wraps MemWal as middleware for use with streamText, generateText, etc.

OpenClaw / NemoClaw Plugin

@mysten-incubation/oc-memwal — a memory plugin for OpenClaw agents. It gives OpenClaw agents portable, verifiable memory through Walrus Memory with automatic recall and capture hooks.

openclaw plugins install @mysten-incubation/oc-memwal

• Plugin Quick Start
• How It Works
• Reference

How It Works

1. Scope - Each memory operation runs inside an owner + namespace boundary
2. Store - The relayer embeds, encrypts, uploads to Walrus, and stores vector metadata in PostgreSQL
3. Recall - The relayer searches by owner plus namespace, resolves matching blobs, and returns plaintext results
4. Restore - The relayer can incrementally rebuild missing indexed entries for one namespace

License

Apache 2.0 — see LICENSE