How to Migrate Memory Between Agents

The Problem

Sometimes, we want to move the memory of an agent we're using over to a different agent. This usually comes up in situations like:

• The agent starts acting up, you can't tell where the problem is, and you want to try a reinstall to fix it
• You've run out of tokens on this agent and want to temporarily switch to another one to keep going
• You just don't want to use this agent anymore and want to switch to a different one

I looked around at what's out there, and it turns out there's no single unified way to import and export memory between agents. But it's not entirely hopeless either. Here's what I've found so far.

Solutions

Plugged-in memory

Tools like agentmemory and ai-memory work by having the agent not hold any memory of its own at all — the memory is entirely hosted in a third-party...

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