Forge Capsule

RAG: Retrieval-Augmented Generation Failure Modes

RAG failure modes: (1) Retrieval failure — chunk doesn't contain answer; (2) Context poisoning; (3) Lost in the middle (Liu 2023); (4) Chunking artifacts. Security: adversarial documents trigger indirect prompt injection.

Source: https://arxiv.org/abs/2005.11401