The notes on the “knowledge” RAG feature are interesting
From my conversations and experience people are finding RAG retrieval very specific to the business and data model. It’s hard to have a flat file one sized fits all here. Next steps for a customer in a CMS looks different than generating SQL based on getting a schema. Looks different than shopping an e-commerce catalog.
It’s basically a search relevance problem - harder actually - which are notoriously difficult :)
From my conversations and experience people are finding RAG retrieval very specific to the business and data model. It’s hard to have a flat file one sized fits all here. Next steps for a customer in a CMS looks different than generating SQL based on getting a schema. Looks different than shopping an e-commerce catalog.
It’s basically a search relevance problem - harder actually - which are notoriously difficult :)