emk - Episodic Memory Kernel — Public Preview

Part of Agent OS - Kernel-level governance for AI agents

Episodic memory storage for AI agents.

emk provides a simple append-only store for recording agent experiences. Episodes are immutable once written, giving you a reliable audit trail of what your agent did and learned.

Installation

pip install agent-os-kernel[full]  # emk is included as a submodule

Quick Start

from emk import Episode, FileAdapter

store = FileAdapter("agent_memory.jsonl")
episode = Episode(goal="Query user data", action="SELECT * FROM users",
                  result="200 rows", reflection="Query was fast")
store.store(episode)

Features

Immutable, append-only episode storage
JSONL file-based persistence
Episode retrieval and querying
Pluggable storage adapters

License

MIT License - see LICENSE for details.

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