Unverified50% confidenceFactExact time
Means such as RAG and structured output constraints can alleviate the hallucination problem of the model "misremembering legal provisions" or "fabricating case law," and make conclusions traceable.
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50%
Confidence
Long-term
Relevance
10/12/2026
First Seen
Sources
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UnverifiedRAG(检索增强生成)和 Fine-tuning(微调)能一定程度弥补大模型无法感知企业内部数据的缺陷76% similarUnverifiedRAG通过以检索代替记忆,规避大模型知识过时问题并缓解模型幻觉76% similarVerifiedThe RAG mechanism fundamentally mitigates the hallucination problem of LLMs, grounding responses in the content of real knowledge bases and providing traceable sources.74% similar
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