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

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@opok-ops opok-ops released this 18 Sep 09:52
· 62 commits to master since this release

?? 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


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