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Abstract vector diagram representing contextual memory retrieval across conversation sessions. A vertical pipeline of three repeating sessions each consisting of a structured knowledge grid on the left feeding into a central chat session box with right-aligned query and left-aligned response, followed by a context circle on the right. Dashed connectors carry the context state forward from each circle into the next session, illustrating how retrieved context evolves and refines across conversation turns. Designed for use in AI, machine learning, RAG pipeline, and natural language processing visual communication.