[Feature Request] Choose the right local model based on available resources on the local system

[GSSwain]

1. Type of Issue

Please select the type of issue (mark with an [x]):

• Feature Request
• Performance Improvement
• Documentation / Task / Other

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2. Why is it required?

Describe the problem you are facing, why this change is necessary, or what context/background makes this important.

If the system running maca, has more memory we can run more powerful local models like Gemma3 or Gemma4 (which can handle more complex tasks on local itself part of another feature). If the system has less memory, we continue to use Gemma2

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3. What is the acceptance criteria?

Define the clear, concrete criteria that must be met for this issue to be considered resolved (e.g., specific test cases passing, UI behavior, CLI parameters support, etc.).

1. Runs the appropriate model with supported parameters based on the local system resources.