S Anand sanand0

Generated via GitHub Copilot + Claude 4.5 Sonnet on 1 Nov 2025 on https://github.com/defog-ai/defog/ with the prompt: "Summarize the defog approach to text-to-SQL clearly with examples and links to source."

Defog's Approach to Text-to-SQL

Defog provides a comprehensive toolkit for converting natural language questions into SQL queries and executing them against databases. Here's how their approach works:

Core Architecture

1. Multi-Provider LLM Integration

This is my music library (Jun 2022). See

Automating news discovery in real-time

Talk outline

How media works
- There's a difference in positioning: in-depth vs breaking news
- Crunch in talent, margin pressures. Not enough staff to 'break news'
- Sources of breaking news: agencies, in-house, competition, social media
- Increasingly, social media is a dominant source
How can we source social media data at scale

Convert topojson file into SVG via Albers projection using node.js

	name: My Lab
	description: Create a new snippet from a blank template.
	host: POWERPOINT
	api_set: {}
	script:
	content: \|
	$("#run").click(run);

	function run() {
	Office.context.document.getSelectedDataAsync(Office.CoercionType.Text, (asyncResult) => {

	import geopandas
	import os
	import pandas as pd
	import requests


	def mcdonalds():
	url = 'https://www.mcdonalds.com/googleapps/GoogleRestaurantLocAction.do'
	data = requests.get(url, params={
	'method': 'searchLocation',

	#! /usr/bin/env python
	"""
	Author: Bastin Robin
	"""

	import os
	import logging
	from urllib import urlencode
	import datetime
	import pandas as pd

	# Gitlab 5.1: https://github.com/gitlabhq/gitlabhq/blob/5-1-stable/doc/install/installation.md

	# Set up an AWS EC2 Ubuntu 12.04 LTS Server.
	# Use ap-southeast-1b: spot pricing is smoother
	# Log in as ubuntu@

	sudo apt-get -y update
	sudo apt-get -y upgrade

	# Install the required packages.

	*.7z
	*.list
	*.txt