OMEGA

What it does

OMEGA provides a local-first, vendor-independent memory layer for AI agents. It solves the problem of session statelessness by storing decisions, preferences, and architectural choices in a local SQLite database with semantic embeddings, ensuring your agent remembers context across different sessions and model providers.

Tools

• omega_store: Saves typed memories (decisions, lessons, errors).
• omega_query: Performs semantic search over stored memories with re-ranking.
• omega_welcome: Provides a session briefing based on recent relevant memories.
• omega_consolidate: Prunes stale memories and cleans relationship edges.
• omega_checkpoint: Saves task state for cross-session continuity.
• omega_traverse: Navigates the knowledge graph of related memories.

Installation

Install via pip and run the setup command:

pip install omega-memory[server]
omega setup

For Claude Desktop, run: omega setup --client claude-desktop

Supported hosts

• Claude Desktop
• Cursor
• Windsurf
• Codex
• Claude Code