Why Your Agents Need Decision Traces, Not Just Documents — Zach Blumenfeld, Neo4j
AI Engineer3906 字 (约 16 分钟)
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Agent systems relying solely on document retrieval (e.g., RAG) cannot support high-quality decisions; they must incorporate context graphs containing decision traces, causal chains, and precedents to enable explainable, accurate autonomous decisions—Neo4j provides tooling for rapid implementation.
入选理由：上下文图（context graph）不仅包含实体与事实，更整合决策轨迹、因果链和历史先例，使Agent能回答‘为何拒绝/接受’而非仅‘是什么’。
FeaturedVideo#Agent#Graph Database#Neo4j#Decision Explainability#RAG英文