Level 3 uses semantic vector search (via MemSearch plugin from Zilliz) to chunk documents into semantic vectors, allowing search to understand meaning behind questions and stored information rather than relying on keyword matching, with automatic injection of top 3 semantic matches into every prompt via a user-prompt-submit hook.

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Unidentified Speaker — Every Claude Code Memory System Compared (So You Don't Have… [UHVFcUzAGlM]

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chunks your documents...into semantic vectors...understanding the meaning...user prompt submit hook...top three semantic matches

Source

Every Claude Code Memory System Compared (So You Don't Have To)Simon Scrapes
Created: 8/13/2026, 3:29:08 AM

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