Google Cloud's Always-On Memory Agent maintains continuous LLM memory on Gemini 3.

The reference implementation replaces RAG and embeddings with continuous LLM consolidation, treating memory as a running process rather than context dropped after each query. It runs on Gemini 3.1 Flash-Lite and is available in Google Cloud's generative-ai repository.