Heartwood Memory — governed memory for AI agents

io.github.jermayne36由 GitHub 账号 jermayne36 发布v0.2.9更新于 Oct 25, 2026

Heartwood Memory — governed AI agent memory; signed provenance. BUSL-1.1; not OSI open source.

发布方自己的服务:Memory.fit

已验证STDIO仅桌面知识与记忆安全与监控

概览

AI 生成的概览

面向 AI 智能体的本地受治理记忆库:每条记忆均签名,召回先经策略过滤,审计日志防篡改,并出具按主体销毁密钥的删除凭据。

可以做什么
在本地 SQLite 数据库中存储、召回和遗忘智能体记忆,支持租户隔离与按主体的删除凭据(README 快速上手)。对每条召回记录重新校验签名与内容哈希,并检查哈希链审计日志是否被改写或删行。在排序前按策略与权限级别过滤,未获授权的记录不会被评分或返回。对生成的记忆做忠实性校验,未通过则默认拦截,并阻止被拒绝的外部模型调用。写入与删除类工具默认不开放,需运营者在工具白名单中显式列出。
适用场景
适合需要持久记忆且必须可审计、受策略控制的助手场景,例如客服智能体在权限规则下召回客户信息,或需要可证明删除步骤的流程。适合愿意自行运行嵌入式本地存储、而非使用托管记忆服务的团队。
运行要求
以本地 stdio 进程运行,从 PyPI 安装 heartwood-memory 并用 uvx 启动;开发检查使用 Python 3.11。需要 HEARTWOOD_DB_PATH 指向本地 SQLite 数据库;HEARTWOOD_TENANT 用于隔离记忆,HEARTWOOD_MCP_ALLOWED_TOOLS 设置工具白名单,默认只读。未声明身份验证。
安装前请注意
服务器自行保管密钥并在召回时解密,进程可读取记忆内容。删除是按主体的密钥销毁流程,并非即时删除保证,也不证明字节级内容已删除。写入与删除类工具除非显式加入白名单,否则不开放。本地数据库、附属文件及令牌或配置文件应排除在 Git 之外。采用 BSL 1.1 许可,并非 OSI 开源,仅小型组织可免费用于生产。

安装

在 SourceWeft 中

  1. 打开 控制台中的 Heartwood Memory — governed memory for AI agents,将其添加到工作区。
  2. 为需要使用其工具的对话启用该服务。

Desktop only,通过 STDIO。 STDIO 服务会启动本地进程,因此需要 SourceWeft 桌面宿主。

其他 MCP 客户端

参照 仓库 中的启动说明。

README

Heartwood Memory — governed memory for AI agents

Heartwood Memory is a governed memory store for AI agents: provenance-signed audit, policy-gated recall, tenant isolation, and a per-subject key-destruction proof on erasure.

License at a glance. Heartwood Memory 0.2.0 and later is source-available under the Business Source License 1.1 (BSL 1.1), not an OSI "open source" license. Non-production use is free at any size. Small Organizations—fewer than 100 employees and independent contractors and less than $1M in prior-tax-year revenue, as adjusted from 2019 under the license—may also use it in production at no charge. Each version converts automatically to the Apache License 2.0 four years after release. Versions 0.1.0–0.1.2 were MIT-licensed and remain MIT-licensed permanently.

Website · Compare Heartwood · FAQ · PyPI

Governed, source-auditable memory for AI agents, embedded beside your existing systems of record.

Heartwood is a cryptographic trust root for agent memory: every memory is signed, recall runs under policy before ranking, the audit log is hash-chained and tamper-evident, and erasure emits a falsifiable per-subject key-destruction receipt. The package ships as an embedded Python library with governed adapter surfaces that run on your infrastructure.

Honest boundary. Heartwood is managed-key: the server decrypts to serve recall. The receipts below are source-auditable today. Deletion is a per-subject key-destruction workflow, not an instantaneous deletion guarantee. See Key custody and erasure.

Install

bash
python -m pip install "heartwood-memory[recall,mcp]"

Development checks

From a source checkout, use Python 3.11 and install the declared development dependencies before running the local quality gate:

bash
python3.11 -m venv .venvsource .venv/bin/activatepython -m pip install -e ".[dev]"bash scripts/check.sh

scripts/check.sh runs Ruff and the full pytest suite. The optional Hermes Agent contract suite reports as skipped unless its separate integration dependency is installed. To install the same gate as a pre-commit hook without overwriting another hook, run bash scripts/install-hooks.sh.

Re-run the public trust suite

The public trust-receipts benchmark lives in the source repository rather than the installed wheel. Starting from a clean clone, run:

bash
git clone https://github.com/jermayne36/heartwood-memory.gitcd heartwood-memorypython3.11 -m venv .venvsource .venv/bin/activatepython -m pip install --quiet -e ".[dev]"python bench/run_benchmark.py --out .heartwood/trust-receipt.json

On Windows PowerShell, replace the activation line with .\.venv\Scripts\Activate.ps1.

The command exits non-zero if an executable contract or positive-control case fails, or if the benchmark's existing claim-anchor scan finds a violation. Its one-line terminal summary reports the live case counts; the JSON file contains the per-probe results and the separately published boundary cases.

5-minute quickstart

Remember a governed memory, recall it under policy, and emit a key-destruction receipt:

python
from heartwood import Heartwood, Policy, Principal, prove_crypto_erase_path
# 1. Open an embedded, tenant-scoped store.db = Heartwood(path="./heartwood.db", tenant="tenant:acme")
# 2. Remember. The record is signed and written to a hash-chained audit log.db.remember(    "Customer 42 is on the Enterprise plan.",    subject="customer:42",    created_by="agent:support",    policy=Policy(classification="internal"),)
# 3. Recall. Policy gates the candidate set before ranking.principal = Principal(    id="agent:support",    tenant="tenant:acme",    roles=("support",),    clearance="internal",)out = db.recall(    "what plan is customer 42 on?",    principal=principal,    filters={"subject": "customer:42"},    k=5,)
for hit in out["results"]:    print(hit["content"], hit["provenance"]["signature_valid"])
# 4. Forget. This crypto-shreds the per-subject key and purges derived artifacts.receipt = db.forget(    "customer:42",    mode="hard",    actor="agent:support",    reason="right-to-erasure request",)db.close()
proof = prove_crypto_erase_path(    "./heartwood.db",    tenant="tenant:acme",    root_present=False,).to_dict()print(receipt["key_shredded"], proof["content_unrecoverable"])

Keep local artifacts out of Git. This repository's .gitignore does not propagate into downstream repositories. If you run these examples in another checkout, add equivalent ignores there for local Heartwood databases and sidecars, token/config files, root-local JSONL inputs, generated *-report.json files, and .venv/; alternatively, keep sensitive runtime state under an ignored .heartwood/ directory. Keep deliberate fixtures in non-root paths so they remain reviewable.

Want governed memory for an MCP-capable agent instead of a library? See the governed MCP quickstart and the Codex local-stdio quickstart. Write and erase verbs are not exposed by default; operators opt in by naming them explicitly.

What you get - five receipts

Governance you can inspect and re-run at the record level:

ReceiptWhat it doesBoundary today
Signed provenanceEvery memory is signed; the signature and content hash are re-verified at read and surfaced on each result.Default OFF surfaces verification state; opt-in FILTER drops failed records and ENFORCE fails before returning results. The signed scope does not cover authorization metadata.
Tamper-evident auditHash-chained append-only log; verify_chain() detects an in-place edit or dropped row.While the external AnchorSink and pinned verification root remain outside the attacker boundary, rollback at or below the latest anchor is detected; post-anchor rows remain an explicit open window.
Policy before rankingRecall is restricted to cleared records before ranking; denied records are not scored or returned, and neither the results nor the signed receipt carries a count of them.Source-auditable under the committed single-trust-domain pre-seed posture; multi-tenant deployment is not claimed.
Key-destruction receiptforget(mode="hard") destroys the per-subject key and purges derived artifacts.Reports per-subject key destruction and purge counts; it does not prove byte-level content deletion.
Faithfulness + egress gateGenerated memories fail closed unless they pass a faithfulness check; rejected egress requests block the external-model call.Unaccepted faithfulness results are blocked by default; store_unaccepted=True stores a generated_needs_review proposal, which typed ranking downweights.

Replacing a memory

From 0.2.10, when a new memory names the memory it replaces, or a file is edited or deleted through the memory tool (MCP memory or MemoryToolBackend), Heartwood's default recall stops returning the old text, including after a restart. Earlier versions of an edited file stay reachable only when history is asked for explicitly.

Limit. Heartwood does not detect replacements by itself: if a new memory is written without naming what it replaces, both stay current and the old one can still be recalled.

To name it, pass the old memory's id when you write the new one: db.remember(..., supersedes=old_id). History stays reachable with filters={"include_review_states": ["superseded"]} until forget() erases its subject. A memory-tool file written by an older release keeps its earlier versions in default recall until its next edit, rename or delete; see "Existing data" in the 0.2.10 changelog. Details: Recall visibility and retirement.

Key docs

Run the console script after installation:

bash
heartwood --help

License

From version 0.2.0, Heartwood Memory is source-available under the Business Source License 1.1 (BSL 1.1) — not an OSI "open source" license. You may read the source, run it locally, develop against it, evaluate it, and self-host it for non-production use at no charge. Small organizations (fewer than 100 people and less than $1M annual revenue) may also run it in production at no charge. Larger organizations need a commercial license for production use. Each version converts automatically to the Apache License 2.0 four years after its release.

Versions 0.1.0–0.1.2 are MIT-licensed and remain so permanently. See NOTICE for details. Commercial support, managed key custody, and hosted services are available separately.

Current Bias

Prove boring trust before building ambitious cognition:

  • provenance
  • typed memory routing
  • policy-aware recall
  • temporal state
  • deletion completeness
  • generated-memory faithfulness
  • repeatable evals

The cognitive database vision should be earned by evidence from these loops.

来源:README.md,提交 c0a4ace

工具

0
SourceWeft 尚未在沙箱中启动过该软件包,因此其工具未知。

版本历史

3
  1. v0.2.9最新Oct 3, 2026
  2. v0.2.8Oct 2, 2026
  3. v0.2.7Sep 16, 2026

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