DeepSieve's query decomposition is one of its core technologies, which can automatically split a composite query such as "the revenue and number of employees of a company in 2023" into independent sub-problems (revenue query, employee statistics query). This approach significantly improves the accuracy of response to multi-dimensional problems, and all sub-problems generate standardized logs in the outputs directory. Combined with the sub-question routing feature, the system can automatically identify structured data (calling SQL tools) and unstructured data (triggering text search), the process is fully automated and can be turned off by removing the -decompose parameter.
This answer comes from the articleDeepSieve: a RAG Intelligent Information Screening Tool for Processing Complex Query SourcesThe
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