llms - denys on data

denys on data

llms

A collection of 2 posts

Querying a structured data with an LLM and Llamaindex

This is a deep dive into the exact logic I used to get the information requested by the user from the structured data store in the previous post.

LLM for data analytics: 3 main text-to-sql architecture patterns

Althrough, already today SQL AI agents can be effective for very limited and well-defined use-cases, text to sql has a long way to go to replace data analysts and similar professionals. In the below video I describe the three main architecture patterns when it comes to building a text to