Configuring Multiple Models

[mysteryx93]

I'm looking to integrate mem0 into OpenWebUI. One question I have: I want to support both grok-4.1 and grok-4.2 models from xAI.

grok-4.2 is considerably better but API cost is 10x higher; grok-4.1 is fine 90% of the times, so it makes sense to allow switching.

mem0 however wants a specific model defined in the configuration file.

How can I allow switching between grok-4.1 and grok-4.2 to work?

[omni-front]

What version of mem0 are you using? The ability to switch models might depend on how the configuration system is set up in that version. Additionally, are you currently able to dynamically load configurations at runtime, or is it strictly static from the config file? This could affect how you approach implementing the model switching feature.

[mysteryx93]

Not installed yet, I'm at the planning phase, seeing whether it can fit my needs. I did upgrade/migrate my server to prepare for mem0's memory requirements though.

[mysteryx93]

ah, found something very useful: mem0's model configuration is only for summarizing content -- and the actual model being used for the query is independent from that. So it's really not an issue. (if I understand correctly)