Find answers from the community

Updated last year

I created a RAG application 6 months ago

At a glance

I created a RAG application 6 months ago, and I'm about to create another. With all of the techniques that have come out since then, I'm trying figure out what state of the art is now. This application will involve PDF documents of less than 1,000 pages with both text and tables. I will obviously need some of the techniques for tabular data. Of the other advanced RAG techniques (reranking, recursive retrieval, etc.), which should I look at using?

3 comments

LLogan M

definitely reranking, hybrid search are some reliable options

Other things like document agents, query fusion, query rewriting, are also interesting I think

LLogan M

Then of course sub-question query engine and router query engines have been around for a bit

nneil

Thanks Logan - this is helpful

Add a reply