Show HN: Elo Memory – Bio-inspired episodic memory for AI agents (ICLR 2025)

AI agents forget everything between conversations. Elo Memory fixes that.

Implements EM-LLM from ICLR 2025 — automatic event detection, surprise-based encoding, and human-like memory consolidation.

• Fast: ~5ms retrieval, never reads all memories
• Smart: Bayesian surprise decides what to store
• Works with: Claude Code, OpenClaw, Codex, any MCP agent

GitHub: https://github.com/server-elo/elo-memory

pip install elo-memory

The missing memory layer for AI agents.