Build Retrieval-Augmented Generation (RAG) with Databricks and Pinecone

[@kevon217]

Great overview! Very excited to see what people will build with this.

[@RadThings]

Really great presentation. One of the best explanations of Embeddings, vector DBs, and RAG architecture. Question regarding access control in the vector db. Is the way to handle access controls is to add a metadata attribute that has a Role for each embedding so when a user queries the vector db the user’s role is then filtered on the metadata role attribute only allowing them to see which content they are allowed to?

[@auddy7889]

Where to find the demo notebook links?

[@mrgrumples]

This video mentions a blog post. Can you share that link?

[@MrXxXx420]

Really good presentation. Thanks. But How many presentations are you guys gonna post about RAGs? I think it's getting very repetitive.