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Memory System

Associative Memory Layer for AI - Proactive Context Injection

The Memory System transforms stored data into associative memory for AI. Unlike Search (reactive queryโ†’results), Memory is proactive - it primes the AI with relevant knowledge before being asked.

Core Concept: AI is stateless, but Memory Helper orchestrates recall across all environments (KB, Context, Track, Documents, Contacts, Links, Transcripts) to inject relevant context.

This enables any AI (Claude, Gemini, Qwen, local LLMs) to 'remember' by accessing the same memory layer via MCP tools.

Contents

ID: a013595a
Path: Memory System
Updated: 2026-01-13T12:51:40