Predictive Interaction & Lessons from Wrangler/Trifacta

Slides on Predictive Interaction

LLMs meet Databases: Data, Dreams and People

LLMs for Data Wrangling?

From Chatbots to RAG

NL Querying of Relational Data a la RAG

i.e., relational data, LLM-driven query processing

Relational Querying on Unstructured Data

i.e., LLM-driven data, relational query processing

Full Hybrid: Relational and LLM-driven data, relational and LLM query processing

Generic efficiency/quality tricks

LLMs as Program Synthesis Engines

ML for Systems stuff

Is this worth your time?

In sum

Final Thoughts