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@theokit/sdk-memory

v0.2.0

Published

Memory subsystem for @theokit/sdk — MemoryProvider impls (markdown file store today; LanceDB + embeddings + circuit breaker next iters). Consumes the kernel-facing port from sdk-core.

Readme

@theokit/sdk-memory

Memory subsystem for @theokit/sdk. Implements the kernel-facing MemoryProvider port (SDK 2.0 Phase 1 / T1.1 — Hexagonal Architecture / SOLID Dependency Inversion).

import { Agent } from "@theokit/sdk";
import { createInMemoryMarkdownProvider } from "@theokit/sdk-memory";

const agent = await Agent.create({
  agentId: "support-bot",
  model: { id: "anthropic/claude-3-5-haiku-latest" },
  memoryProvider: createInMemoryMarkdownProvider(),
  // ...other options
});

What ships today (Unreleased, post v0.1.0)

createInMemoryMarkdownProvider() is now a real cross-session recall provider with the full canonical memory surface:

| Method | What it does | |---|---| | init(opts) | Captures cwd for disk paths; sets up per-agent in-process Map. | | buildTools() | Surfaces 2 LLM-facing tools: memory_remember(content) + memory_search(query). | | runActivePass() | Combines in-process facts (this session's Map) AND disk-recalled session summaries (previous sessions, substring-matched against user message). Up to 5 hits. | | recordSessionSummary() | Real filesystem write to ${cwd}/.theokit/memory/sessions/${runId}.md. Atomic via sdk-core's replaceFileAtomic. Same semantics as sdk-core's legacy writeSessionSummary. | | sync() | No-op (in-process Map writes are synchronous). | | dispose() | Clears in-process Map. Disk artefacts persist by design (cross-session recall). |

LLM-facing tools surfaced via buildTools:

  • memory_remember(content) — the LLM writes a fact to the per-session Map. Useful for "remember this for the rest of this conversation" use cases.
  • memory_search(query) — the LLM queries previously-written session summaries on disk. Returns up to 5 short snippets as JSON. Useful when the user asks about something from a past conversation.

What's coming (future versions)

  • createLanceMemoryProvider(...) — persistent LanceDB-backed store with embedding-based ANN recall (replaces the current substring matcher) via OpenAI / Ollama / Voyage embedding adapters.
  • Circuit-breaker + active-memory cache for hot-path resilience.
  • Multi-adapter fan-out (write to multiple stores; merge-dedup recall).
  • Dreaming sweep + memory revisions.

Cross-package coupling: @theokit/sdk/internal/persistence

sdk-memory's recordSessionSummary consumes replaceFileAtomic from sdk-core via the @theokit/sdk/internal/persistence sub-path (per ADR-008). The sub-path is internal API — semver-exempt; may break in patch releases. Pin both packages to the same SemVer minor when upgrading sdk-core.

The cross-package import keeps the single-process mutex Map invariant intact (one module instance shared across packages — both writers serialize against the same registry).

Architecture

This package is a port consumer, not a kernel mod. The contract lives in @theokit/sdk/internal/runtime/memory-provider.ts and is exposed to consumers via:

import type {
  MemoryProvider,
  MemoryProviderHandle,
  MemoryProviderInitOptions,
  ActiveMemoryPassArgs,
  ActiveMemoryPassResult,
} from "@theokit/sdk";

The agent loop calls the port's four lifecycle methods at well-defined hook points (init / buildTools / runActivePass / dispose). Your impl fulfills the contract; sdk-core never imports this package directly — that's the seam that makes the split possible.

License

Apache-2.0 © useTheo