What is the best database for Retrieval-Augmented Generation (RAG)?

I am developing an application where users upload documents and interact with them. Which database would be best suited for Retrieval-Augmented Generation (RAG) in my scenario

I recommend using Pinecone DB. You can apply for a free account that allows you to develop with a maximum of 100,000 records.

Hi @Saad1 , I would recommend to have a look at Chroma or one of the options available with LangChain. Here’s a link to the list.