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Multi-Route Retrieval #3284

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opened 2025-11-11 15:27:59 -06:00 by GiteaMirror · 0 comments
GiteaMirror commented 2025-11-11 15:27:59 -06:00
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Originally created by @Orangerccc on GitHub (Jan 15, 2025).

Can a multi-retrieval strategy be incorporated into RAG? For different types of texts, data retrieval and recall should be conducted on multiple databases because different formats of data are suitable for different database scenarios. For instance, structured data is suitable for relational databases, while unstructured data is suitable for vector databases. For the same question, multi-retrieval should be carried out on relational databases, full-text search engines, vector databases, knowledge graphs, etc., to make the RAG function more powerful.

Originally created by @Orangerccc on GitHub (Jan 15, 2025). Can a multi-retrieval strategy be incorporated into RAG? For different types of texts, data retrieval and recall should be conducted on multiple databases because different formats of data are suitable for different database scenarios. For instance, structured data is suitable for relational databases, while unstructured data is suitable for vector databases. For the same question, multi-retrieval should be carried out on relational databases, full-text search engines, vector databases, knowledge graphs, etc., to make the RAG function more powerful.
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Reference: github-starred/open-webui#3284
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