Memory System V2 1.0.0

Fast semantic memory system with JSON indexing, auto-consolidation, and <20ms search. Capture learnings, decisions, insights, events. Use when you need persistent memory across sessions or want to recall prior work/decisions.

High-performance temporary storage system using Redis. Supports namespaced keys (mema:*), TTL management, and JSON serialization for session context and API...

Persistent memory system for AI agents — daily logs, long-term memory, identity files, and heartbeat-driven recall. Solves context amnesia across sessions.

Persistent memory system for AI agents to remember facts, learn from experiences, recall memories, and track entities across sessions.

Store and retrieve memories using the SuperMemory API. Add content, search memories, and chat with your knowledge base.

Search and retrieve memory content using MemOS API based on user queries, supporting up to top 3 relevant results.