Mnesis launches deterministic memory engine for LLM agents

Mnesis is a Python library that solves "context window degradation" in long-running LLM agents by moving memory management out of the model layer and into a deterministic engine. It ensures high-fidelity reasoning in complex workflows by replacing prone-to-error LLM summarization with structured compaction, immutable storage, and token-efficient parallel operators.