[KongchangAI]
ConceptRetrieval Noise

Retrieval Noise

A problem in RAG systems where retrieved text chunks have low relevance to the query, causing deviations in model output. It is considered one of the core limitations of RAG technology, as irrelevant context can mislead the language model during generation.

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Oct 12

When retrieved chunks have low relevance to the question, the model may produce inaccurate answers; this type of problem is known as Retrieval Noise.

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