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What is indirect prompt injection, and why is it so dangerous for RAG and agents?

With direct injection the user attacks the prompt. With indirect injection the payload sits inside a page, doc, or email the model reads. The signal is recognizing that retrieved and tool data is untrusted and can hijack the model. Here is the answer.

Updated Sep 2026 · Grounded in real GenAI, LLM, and AI/ML engineering interview loops and written to a senior-engineer editorial bar.

With direct injection the user attacks the prompt. With indirect injection the payload sits inside a page, doc, or email the model reads. The signal is recognizing that retrieved and tool data is untrusted and can hijack the model. Here is the answer.

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