Engram Memory Engine

Example Use Cases

• 1

  Persistent, organized memory with forgetting and promotion mechanisms.

• 2

  Semantic search combined with keyword search and topic browsing.

• 3

  Automatic memory consolidation and lifecycle management without external dependencies.

Description

engram-rs is a Rust-based memory engine designed for AI agents, providing a structured memory lifecycle with automatic decay, promotion via LLM evaluation, and semantic deduplication. It organizes memories into a self-organizing topic tree, enabling agents to browse and recall relevant knowledge efficiently. The system runs as a single binary with SQLite storage, requiring no external dependencies, and supports integration with various LLM providers for enhanced intelligent features.