MegaMem: A Retrieval Solution for Ultra-Large Context Windows.

arXiv:2608.22137v2 Announce Type: replace Abstract: Modern language models and agents increasingly require persistent memory for complete codebases, long interaction histories, and heterogeneous enterprise records. The key challenge is to keep hundreds of mill