[FEATURE] Custom Memory Storage

[jrubin11]

Feature Area

Agent capabilities

Is your feature request related to a an existing bug? Please link it here.

NA

Describe the solution you'd like

Right now, when memory is turned on, all types of memory is stored locally using chroma or sqlite. Even when you opt in to use something like mem0, the other types of memory are still being stored locally. I would like there to be an option to extend the memory storage class and pass that as the memory store for an agent/crew. This would allow for more finetuning and control of agent memory.

The solution could be as simple as exposing a memory storage parameter for the crew/agent.

Describe alternatives you've considered

I've considered to add support for self managed mem0 instances, for example using a self managed vector store with mem0, but that would only solve part of the problem. I think giving the developer the power to fully manage how memories are stored/retrieved would be incredibly valuable.

Additional context

NA

Willingness to Contribute

Yes, I'd be happy to submit a pull request

[lorenzejay]

You can extend the memory storage like this:
https://docs.crewai.com/concepts/memory#example%3A-use-custom-memory-instances-e-g-faiss-as-the-vectordb

Hope this answers your issue