硬化分支：参见运行时设置和审计覆盖。自动提取现在需要明确配置的无工具聊天完成终端。它不再启动无限制的AGY代理。失败的提取保留待处理的回合。模式升级在第一引擎访问时运行;所有客户端一起重启以备推广。

轻量级、高性能、独立的动态认知记忆层，用于谷歌反重力（agy）和自主智能体框架。

灵感来自Hermes Agent的多支柱内存架构，使用SQLite FTS5实现超高速本地检索（首次访问时对URL的’：

令牌保存在浏览器 localStorage 中，因此后续的重新加载和访问无需重新输入。 4. API 请求： 传递头部 Authorization: Bearer 。

启动仪表盘

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⏰ 自主背景流水线（Cron 和生命周期钩子）

要实现100%自主后台学习而无需手动干预，请配置AGY生命周期钩子和Linux Crontab：

1.全局生命周期钩子（~/.gemini/config/hooks.json）

在每个代理的转折停止处注册转录采集器：

2.

AGY Memory Engine (v2.5.0)

Hardening branch: see runtime setup and audit coverage. Automatic extraction now requires an explicitly configured tool-free chat-completions endpoint. It no longer launches an unrestricted AGY agent. Failed extraction retains pending turns. Schema upgrades run on first engine access; restart all clients together for rollout.

Lightweight, high-performance, standalone dynamic cognitive memory layer for Google Antigravity (agy) and autonomous agent frameworks.

Inspired by Hermes Agent’s multi-pillar memory architecture, using SQLite FTS5 for ultra-fast local retrieval (<2ms), multilingual compound sub-token decomposition & morphological stemming (DE, EN, FR, IT, ES, NL, SV), relational entity linking, and autonomous background queue workers with calm-memory session debouncing.

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📑 Table of Contents

• The Big Picture: Autonomous Omni-Channel Stack
• The 4-Layer Cognitive Memory Model
• Evolution: From Pure Tokenizer to In-Process Hybrid Search
• 5-Minute Quickstart Guide for Newbies
• CLI Reference & Quick Commands
• Model Context Protocol (MCP) Server
• Seamless Integration with Antigravity Telegram Bot
• Configuration (.env)
• Real-Time Debug Web Dashboard
• Autonomous Background Pipeline (Cron & Lifecycle Hooks)
• Testing
• Release Notes
• Roadmap
• License

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🧩 The Big Picture: Autonomous Omni-Channel Stack

agy-memory-engine acts as the persistent semantic backbone across all client interfaces (Telegram, Terminal CLI, Web Cockpit, IDE):

                  ┌────────────────────────────────────────────────────────┐
                  │    Omni-Channel Interfaces (Telegram, CLI, Web, IDE)   │
                  └───────────────────────────┬────────────────────────────┘
                                              │
                                              ▼
                    ┌────────────────────────────────────────────────────┐
                    │       Global AGY Stop-Hook (hooks.json)            │
                    │   • Enqueues turn in < 1ms to turn_queue.db        │
                    │   • Zero latency impact on active conversations    │
                    └─────────────────────────┬──────────────────────────┘