Six design patterns help protect LLM agents from prompt injection attacks: Action-Selector limits responses to predefined actions, Plan-Then-Execute creates fixed plans before processing untrusted data, LLM Map-Reduce isolates processing of malicious inputs, Dual LLM separates privileged and quarantined models, Code-Then-Execute generates programs in sandboxed environments, and Context-Minimization removes potentially harmful prompts from conversation history. Each pattern offers different trade-offs between security and functionality.
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A quick comparison of our six design patternsAction-Selector patternPlan-Then-Execute patternLLM Map-Reduce patternDual LLM patternCode-Then-Execute patternOver 200k developers use LogRocket to create better digital experiencesContext-Minimization patternConclusionSort: