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MemWal exposes three SDK surfaces.

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@mysten-incubation/memwal

Use this first.
  • relayer-backed
  • best path for most teams
  • main methods: remember, recall, analyze, restore, health
import { MemWal } from "@mysten-incubation/memwal";

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@mysten-incubation/memwal/manual

Use this when the client must handle embeddings and local SEAL operations.
  • relayer still handles upload relay, registration, search, and restore
import { MemWalManual } from "@mysten-incubation/memwal/manual";

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@mysten-incubation/memwal/ai

Use this when you already use the AI SDK. 
import { withMemWal } from "@mysten-incubation/memwal/ai";

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Namespace

Both clients support a default namespace. If you omit it, it falls back to "default".
  1. Start with MemWal
  2. Set a namespace explicitly
  3. Validate remember, recall, analyze, and restore
  4. Move to MemWalManual only if you need client-managed embeddings and local SEAL work