How xMemory cuts token costs and context bloat in AI agents

When standard RAG pipelines retrieve redundant conversational data, long-term AI agents lose coherence and burn tokens.

Google PM open-sources Always On Memory Agent, ditching vector databases for LLM-driven persistent memory

Enterprise AI teams are moving beyond single-turn assistants and into systems expected to remember preferences, preserve project context and operate across longer horizons.
InfoWorld

Mem0: An open-source memory layer for LLM applications and AI agents

Combining an innovative hybrid data store and intelligent retrieval, Mem0 provides a robust foundation for building personalized AI experiences that improve over time. The stateless nature of large ...

NVIDIA Enters Production With Dynamo, the Broadly Adopted Inference Operating System for AI Factories

NVIDIA Dynamo 1.0 provides a production-grade, open source foundation for inference at scale.Dynamo and NVIDIA TensorRT-LLM ...