Build a Text to SQL Interface in 7 steps

These are the 7 steps covered in this course sent over email, one step at a time:

1. Generate your first SQL queries you can copy-paste
2. Setup your environment
3. Generate structured data, a.k.a. JSON Mode
4. First working implementation
5. Dealing with the model's context window
6. Use a local model, i.e. private and offline
7. Edge cases and parallel operations

This is the result you'll get 👇

Natural language to SQL interface

In this tutorial, you'll learn to build a Text to SQL interface using Python.

1. This interface will allow you to write natural language queries, which will then be converted into SQL queries using a large language model.

2. The SQL queries are executed against a real SQLite database and the results are printed to the user.

3. By the end of this tutorial, you will have a working text-to-sql shell that can interpret and execute natural language queries.

Overview

This tutorial is a 7-steps email course to learn to build a Text to SQL Interface. Register your email hereunder to start receiving the first instructions.

You can go at your own pace. Each step is designed to be manageable and flexible, allowing you to progress as your schedule permits. Whether you want to complete it in an hour or a week, the choice is yours.

Why should you take this course ?

This tutorial is designed to help busy developers to get started with integrating Large Language Models in their projects.

What will you learn ?

Large Language models (LLMs) are very powerful and can save us tons of time.

However, working with LLMs is nothing like coding in Python or Javascript. You have to create a mix of English and code, generate structures existing code can use, deal with hallucinations and other strange quirks.

This course is made for developers wanting to experiment on a real-world use case without the hassle of a stressful project.

Prerequisites

This course requires the following:

• entry-level to intermediate Python development skills
• basic understanding of databases (no need to be SQL-fluent !)

The course covers the creation of a developer account on OpenAI or MistralAI platforms. You will need a credit card to generate completions.

The course itself is free but it will cost you less than $1.00 in completions.

Start the course

Register here: