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"\n",
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"The **MultiQueryRetriever** is used to tackle the problem that the RAG pipeline might not return the best set of documents based on the query. It generates multiple queries that mean the same as the original query and then fetches documents for each.\n",
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"\n",
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"To evluate this retriever, UpTrain will run the following evaluation:\n",
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"To evaluate this retriever, UpTrain will run the following evaluation:\n",
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"- **[Multi Query Accuracy](https://docs.uptrain.ai/predefined-evaluations/query-quality/multi-query-accuracy)**: Checks if the multi-queries generated mean the same as the original query."
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]
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},
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