Agentic Analytics: Supercharging Ad-hoc Analytics with Local LLMs
Introduction While much of the online discourse related to Generative AI is focussed on Automated code Generation. Lets look at alternate use case of it. Traditionally, Business Intelligence (BI) relies on custom-built dashboards and reports that query a data warehouse. This often requires heavy intervention from engineering teams to analyze requirements, develop artifacts, and maintain them over time. Imagine your data warehouse is built on a SQL-based DBMS with a custom web interface for analytics. Even with this setup, typical challenges remain: ...