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Graph/e7aadb9c-22ab-4815-b739-957b990bb5a7

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Knowledge Base

e7aadb9c-22ab-4815-b739-957b990bb5a7

Knowledge Base

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Updated5/2/2026

PageRank0.0000

Effectiveness0.000

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2 linked nodes

PERTAIN_TOProblem

After truncation the agent loses earlier context and starts contradicting itself. — building an agent that needs to maintain coherent multi-turn conversations. Tension: keep hitting the context window limit (128k tokens on GPT-4o). Outcome: Naive sliding window (drops oldest turns).

PERTAIN_TOSolution

Hierarchical memory with three tiers. Tension: don't try to fit everything in the context window. Outcome: The quality improvement was dramatic (hallucination rate dropped 60%).

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