data analytics - denys on data

denys on data

data analytics

A collection of 3 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.

Amazon Bedrock Agent with an action group to query structured data

Here is a high-level waltkhough of how to build an Amazon Bedrock agent with an action group to query a structured data store.

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