Instead of pre-processing all memory upfront, MemPilot learns to make runtime decisions about memory curation, letting developers trade off accuracy against computational cost and speed based on their needs.
MemPilot is a framework that helps LLM agents manage memory more efficiently by deciding when to retrieve pre-stored information versus when to process raw conversation history on-demand.