Skip to content

Releases: opok-ops/MindForge

Release list

v5.7.2 - Production-Grade Lifelong Memory for AI Agents

v5.7.2 - Production-Grade Lifelong Memory for AI Agents Latest
Latest

Choose a tag to compare

View all tags
@opok-ops opok-ops released this 18 Sep 09:52
v5.7.2
95b6505

?? MindForge v5.7.2

Production-grade local-first lifelong memory system for AI agents.

? Key Features

  • ?? 4-Tier Memory Architecture - Sensory ? Short-term ? Long-term ? Permanent, with Ebbinghaus forgetting-curve consolidation
  • ? 6-Way Hybrid Search - FTS5 + TF-IDF + Vector + Fuzzy + Knowledge Graph + Metadata, MRR@10 ~0.85
  • ?? AES-256-GCM Encryption - Optional at-rest encryption, zero cloud dependency
  • ?? MCP Server (33 tools) - Native Model Context Protocol support for Claude Code, OpenClaw, and any MCP client
  • ?? Federated P2P Sync - Optional peer-to-peer memory synchronization with ACL and conflict resolution
  • ?? Knowledge Graph - Built-in entity-relationship extraction and graph-based retrieval
  • ?? CLI (200+ commands) + ?? Python SDK + ?? REST API

?? This Release

  • Fixed CLI �dd ? search identity mismatch (session default now consistent across commands)
  • Restored security upgrade notices in README
  • Version consistency across pyproject.toml, core/version.py, and README

?? Installation

�ash pip install mindforge-memory

?? Quick Start

�ash MindForge init MindForge add "User prefers dark mode" --importance HIGH MindForge search "preferences"

?? Links

? Star the repo if you find it useful!

Assets 2
Loading

v5.5.9 — CI 可信度修复 + 安全扫描 + 官网工程化

v5.5.9 — CI 可信度修复 + 安全扫描 + 官网工程化

Choose a tag to compare

View all tags
@opok-ops opok-ops released this 04 Sep 13:14
v5.5.9
5d12727

MindForge v5.5.9

修复

  • CI fallback 后门（P0）：移除 pytest || test_core.py 和 || true，测试失败现在亮红灯
  • CLI main() 签名（P0）：main() 不接受参数导致 CI smoke test TypeError，改为 main(argv=None) + parse_args(argv)
  • CHANGELOG 小写命令：mindforge export → MindForge export

变更

  • 许可证统一为纯 MIT（README + MindForge.py + LICENSE 一致）
  • 官网版本号动态注入（JSON-LD 单一数据源，6 处不再硬编码）
  • 官网统计数字动态注入 + 模糊显示（30+ tools, 370+ tests）
  • Google Fonts 异步加载 + 本地回退 CSS
  • robots.txt 合并重复块，保留页内 noindex
  • GitHub Actions 升级（checkout@v5, setup-python@v6, upload-pages-artifact@v4）

新增

  • SECURITY.md：漏洞上报策略
  • LICENSE 文件：标准 MIT，GitHub 已识别
  • CI 安全扫描：bandit + pip-audit
  • Python 3.13：CI matrix 和 pyproject classifiers

安装

git clone https://github.com/opok-ops/MindForge.git
cd MindForge
pip install -e .

完整更新日志：https://github.com/opok-ops/MindForge/blob/master/CHANGELOG.md

Loading

v5.5.8 — 记忆版本对比 + MCP 参数校验 + 8 项 Bug 修复

v5.5.8 — 记忆版本对比 + MCP 参数校验 + 8 项 Bug 修复

Choose a tag to compare

View all tags
@opok-ops opok-ops released this 02 Sep 10:37
v5.5.8
c30f891

MindForge v5.5.8

新功能

  • 记忆版本对比：memory_diff(a, b) 输出 unified diff 及分类/标签/重要度差异，接入 API / CLI / MCP
  • MCP 参数校验：33 个工具 handler 统一校验必需参数，返回明确错误而非 KeyError 崩溃

Bug 修复

  • 加密输入类型校验
  • API body 校验
  • MCP 参数校验
  • 多项稳定性改进

质量

  • 379 个测试全部通过
  • AES-256-GCM 加密 + PBKDF2-SHA256 密钥派生
  • 零 TODO/FIXME 遗留

安装

git clone https://github.com/opok-ops/MindForge.git
cd MindForge
pip install -e .

完整更新日志：https://github.com/opok-ops/MindForge/blob/master/CHANGELOG.md

Loading