You want unified RAM.

On Linux your options are the NVidia Spark (and other vendor versions) or the AMD Ryzen AI series.

These are good options, but there are significant trade-offs. I don't think there are Ryzen AI laptops with 128GB RAM for example, and they are pricey compared to traditional PCs.

You also have limited upgradeability anyway - the RAM is soldered.