Security Protocols
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Most RAG agents today follow a Thought-Action-Observation loop — sometimes called ReAct — where the agent appends its full interaction history into a single growing context. Formally, at step t the history is Ht = [q, τ1, a1, o1, …, τt-1, at-1, ot-1]. For tasks pulling in videos or visually rich documents, this quickly becomes untenable: the information density of critical observations |Ocrit|/|Ht| falls toward zero as reasoning steps increase.,这一点在豆包下载中也有详细论述