Agent Ecosystem. Memory
Give Every AI Agent a Perfect Long-Term Memory
Persistent short-term and long-term memory layers. Agents remember user preferences, conversation history, and organizational context, forever.
Overview
What is agent memory?
Without memory, every agent conversation starts from zero. Agent memory gives AI systems a layered store, fast in-context working memory for the current task, episodic memory for recent sessions, and a large semantic vector store for organizational knowledge. When an agent needs context, it retrieves only what's relevant in under 20ms, keeping responses accurate and personalized without bloating the context window.
What's included
Working memory
High-speed in-context storage for the active task window. Agents always have the most relevant information at their fingertips.
Episodic memory
Structured storage for recent interactions and session history, allowing agents to reference and build on past conversations.
Semantic memory
A scalable vector store for long-term organizational knowledge that agents can query by meaning, not just keyword.
Cross-agent sharing
Memory can be shared across agents in a fleet, so knowledge learned by one agent is immediately available to all others.
Memory compression
Automatic summarisation and compression keeps older memories relevant without consuming unnecessary storage or context.
Access controls
Role-based access control ensures agents can only read and write memories within their authorised scope.
How it works
From setup to production
Configure
Set memory tier sizes, retention windows, and access policies for each agent role in your system.
Connect
Integrate the memory SDK into your agents with a single import. Memory reads and writes happen automatically.
Store
Agents write facts, preferences, and events to memory during every interaction. Storage is durable and immediately consistent.
Retrieve
On each new interaction, relevant memories are automatically surfaced and injected into the agent's context before it responds.
FAQ
Common questions
Related
More from this service
Agent Orchestration
Orchestrate multiple memory-enabled agents across complex workflows.
Agent Training
Fine-tune agents on your proprietary data to complement memory with domain knowledge.
Agent Governance
Audit memory access and enforce retention policies across your agent fleet.
Get started
Build agents that never forget
Talk to an expert and get a tailored implementation plan within 48 hours.