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Bi-Temporal Knowledge Graphs for AI Agents: Cutting Context Blowout by 74% in Python

Standard vector RAG (Retrieval-Augmented Generation) for AI agents suffers from two fatal flaws: Temporal Confusion: If a user changed their email address three times over 6 months, vector cosine similarity frequently retrieves the old, invalid email address. Context Window Blowout: Stuffing entire…

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  1. 2026-11-03 23:49 · DEV Community — AI
    Bi-Temporal Knowledge Graphs for AI Agents: Cutting Context Blowout by 74% in Python

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