Domain Pipelines

These packages give AI agents a long-term memory layer that persists information across sessions, not just within a single conversation. You'd adopt them to solve the problem of agents forgetting user preferences, contradicting themselves, or accumulating irrelevant information over time. The most distinctive thing is that memory is treated as a managed asset with an explicit lifecycle—extraction, decay, forgetting, and contradiction resolution—rather than a fire-and-forget vector store.