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I am building a RAG with llamaindex and

I am building a RAG with llamaindex and I need to connect multiple modules to get this working. I want to have a;

SQL query engine
Vector Search
Keyword search
Image search (OpenAI ClIP)

How can I build a system like this? I have seen examples but till now i couldn't find any examples having more than 2 retrievers.

2 comments

WWhiteFang_Jr

Maybe a combination of different query engines handled with RouterQueryengine ?

HHK

I just had a look at RouterQueryengine and I want to use LLMMultiSelector as I want to do all the searches simultaneously and then pass the results from each retriever to cohere reranker to get the final top_k results.

Is there any way to use multiple workers with RouterQueryEngine to speed up the process?

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