RAG

Question 1

RAG & Knowledge Bases

Can a RAG handle real-time data updates?

Answer 1

Sure: every prompt queries the vector store before calling the LLM

Question 2

RAG & Knowledge Bases

What 4 AWS databases can store vectors?

Answer 2

OpenSearch, Aurora, Neptune, S3 vectors

Question 3

RAG & Knowledge Bases

What 3 non-AWS databases can store vectors?

Answer 3

MondyDB, Redis, Pinecone

Question 4

RAG & Knowledge Bases

Which vector database is fastest for k-NN search?

Answer 4

Amazon OpenSearch

Question 5

RAG & Knowledge Bases

Most cose-effective vector database?

Answer 5

S3 Vectors

Question 6

RAG & Knowledge Bases

3 example places Bedroack can pull RAG data to put in a vector DB?

Answer 6

S3, SharePoint, arbitrary websites