Many people begin their journey in data analytics using SQL. However, with invention of ChatGPT many are questioning whether these technical skills are still relevant? AI can quickly generate SQL queries if you give it the right context. Many SaaS applications are using AI as a text to SQL agent; but still SQL is a mandatory requirement for majority of data analytics jobs.
Instead of getting into the replacement debate, FireBird Technologies saw a small opportunity to harness AI to train analyst faster than bootcamps and online courses. You can directly learn using Large Language models.
Building a Reliable Text-to-SQL Pipeline: A Step-by-Step Guide pt.1
Many of our clients are asking for text-to-SQL solutions these days, and it’s become a key part of nearly every project we’ve worked on in the last quarter. While it’s easy to get a language model to generate SQL queries, building a reliable system for enterprise use is a different story. For business-critical applications, we need a high…
We have built the beta version of the application and here is a waitlist: https://tally.so/r/n9A2MQ
Overview
A brief overview of how the app functions.
Step 1: You tell the AI a scenario or use case for which it will simulate for you. Like if you want to practice on a typical schema of SaaS companies, you just give it a prompt, and it will generate a schema for you.
You can tell what level of difficulty you need to generate for and also what topic you need to practice.
Step 2: The AI generates questions based on your difficulty and schema chosen
It generates practice sessions for you and gives you explanations on what you got wrong.
Step 3: After your done with the session you can view how you did compared with previous sessions in the dashboard.
Step 4 (Optional): You can even learn by competing against our special text to SQL agent
The agent and you go against time to see which generated the SQL query in less time.
We also develop AI solutions for clients. Have done 15 client engagements with companies' worth $100Mn+, and also with small startups.
Reach out here: https://tally.so/r/3x9bgo
We are excited to launch this AI SQL tutor bot. Please follow FireBird Technologies to stay updated. Here are our social media links:
Thank you, for reading!