Python: New Feature: Create a sample demonstrating how to do "NL2SQL" with function calling

[Matthew Bolaños]

The goal of this sample is to demonstrate how a developer can build a more accurate (and faster) agent, if they use function calling instead of NL2SQL

This sample should...

• Initialize a SQLite database
• Load the database with there related tables
• Create 2-3 functions that query the database
• Add the functions as a plugin to the kernel

Bonus... The sample could also show a more generic NL2SQL plugin and how it performs worse than the previous functions.

• The LLM calls will be larger because the entire database schema needs to be sent
• The LLM is bad at writing SQL (show a low % of success)