Memory Management

Agent Kernel supports pluggable memory backends for both short-term and long-term storage.

Memory Architecture

Short-term Memory

Managed via Session objects:

# Conversation history stored in session
session.set("session_id", data)

Storage Options:

• In-memory (development)
• Redis (production)
• DynamoDB (AWS serverless)

Long-term Memory

Available soon!

Configuration

# Short-term (session) - Redis
export AK_SESSION__TYPE=redis
export AK_SESSION__REDIS__URL=redis://localhost:6379

# Short-term (session) - DynamoDB
export AK_SESSION__TYPE=dynamodb
export AK_SESSION__DYNAMODB__TABLE_NAME=agent-kernel-sessions