Pinterest, Engineering, Gen Ai Tools, Text To Sql, Querybook.
review of the refined infrastructure incorporating RAG: An offline job is employed to generate a vector index of tables’ summaries and historical queries against them. If the user does not specify any tables, their question is transformed into embeddings, and a similarity search is conducted