Product Overview
Everything Memory — eMemory for short — is the system of record for AI agents: the store of facts they write to and read from, kept with its full history. An agent reaches it through ten tools over the Model Context Protocol (MCP). A program that is not an agent reaches the same operations through a REST API.
Edge Property Hypergraph
Challenges addressed: Context Window Limits and Lossy Compaction, Multi-Agent Coordination.
Durability and Indexing Strategy
Challenges addressed: Context Window Limits and Lossy Compaction, Auditable Decision-Making, Tracking Changes Through Time.
Hybrid Retrieval Strategy
Challenges addressed: Context Window Limits and Lossy Compaction.
Flexible Embedding Spaces
Challenges addressed: Context Window Limits and Lossy Compaction, Vendor-Independent Memory.
Microservice Architecture
The stack is one Docker Compose file, run on your hardware with no internet access needed. Two services are published, to the machine the stack runs on and to it alone: the API service and the console. Every other service is reached only by the others, by name, on the stack's own network.
Distributed Mesh Architecture
Challenges addressed: Enterprise Distributed Memory Requirements, Vendor-Independent Memory.