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Memory Modules

NIST AI RMFOWASP KC4AISVS C8NIST 800-53

Enable agents to retain information across interactions, with varying scope and security boundaries. (NIST: Data; OWASP: KC4; AISVS: C8)

Subcomponents
  • In-agent session memory
    Short-term memory for a single session.
    →
  • Cross-agent session memory
    Memory shared across agents or sessions.
    →
  • Vector Databases
    Long-term memory using vector embeddings.
    →
  • Knowledge Graphs
    Structured knowledge for reasoning and recall.
    →
Security Implications
Memory can be poisoned, manipulated, or used for privilege escalation. Validate and sanitize all memory operations.
Implementation Considerations
Apply memory validation, access controls, and regular audits. Reference: OWASP KC4, AISVS C8.
Related Components
🧠Language Models (LLMs)🎛️Orchestration (Control Flow)
NIST 800-53 Rev 5 Controls
AC-2AC-3AC-6SC-8SI-4
🗂️ Framework References
NIST AI Risk Management Framework
NIST AI RMF Official DocumentationNIST AI RMF 1.0 (PDF)
OWASP AISVS
Interactive AISVS ToolOWASP AISVS GitHub Repository