Convert Text to SQL With dbForge AI Assistant

If you don't fancy writing SQL code manually, you can have AI write it for you. It's as easy and familiar as any of your previous interactions with AI—you enter a request (an ordinary text) and receive a working, error-free SQL query based on the context of your database. Sounds interesting? Then let's take a look at an SQL AI tool that makes it possible—dbForge AI Assistant.

A brief overview of the AI SQL query optimizer in dbForge AI Assistant

Imagine that you need to work with data in a certain database system—it doesn't matter which one. You have a feature-rich IDE that has everything you might ever need to interact with your databases, including an editor for SQL queries. You may want to write a query yourself, which is a rather quick process if you have smart code completion at your disposal. Or, you can just open the integrated Assistant with a couple of clicks and ask it to write a query that returns comprehensive information on all of your employees from NYC whose last name begins with 'A'.

The Assistant does just that in a matter of seconds. You get a working query that is relevant to the metadata of your database. You can paste it into the SQL editor and run it directly from there. Moreover, the Assistant can explain the structure of the said query in detail. You only have to ask.

The IDE in question is dbForge Studio, and the Assistant is integrated into it to make your interactions with databases almost effortless. It generates SQL queries with ease, answers all of your questions, and guides you with speed and precision.

Why convert text to SQL with dbForge AI Assistant?

AI-powered generation of relevant and optimized SQL queries gives lots of clear benefits that make it easier for developers, DBAs, and data analysts to work with databases. First, you skip the tedious step of manual coding and shift your focus to reviewing an auto-generated query. You don't have to check all the tables and relationships to form a query that works—instead, the Assistant does that for you. Additionally, you don't have to think of fixing or optimizing your query because it already comes error-free and optimized for better performance.

As a result, you save lots of time and effort. This will be especially noticeable when it comes to complex queries with multiple JOINs and conditions, which aren't fun to write in the first place.

It is also worth noting that this conversion of natural language to SQL works across multiple database management systems, including SQL Server, MySQL, MariaDB, Oracle, and PostgreSQL. What makes it more interesting is that dbForge AI Assistant is well aware of the SQL syntax specifics for each system.

How to use dbForge AI Assistant for text-to-SQL conversion

Like we mentioned previously, dbForge AI Assistant is integrated into a variety of dbForge tools. Among those, we should single out our multidatabase solution dbForge Edge, which comprises four dbForge Studios, comprehensive IDEs that help you perform a vast number of database development, management, and administration tasks. You can as well use the Assistant with each Studio individually:

Besides these four core systems, each Studio may support related databases and cloud services. For instance, the Studio for SQL Server is compatible with Azure SQL, the Studio for MySQL covers MariaDB, and the Studio for PostgreSQL works with Amazon Redshift.

Finally, there are other specialized dbForge products that feature the integrated assistant. They are all available for a free trial, so you can give them a go at any moment. Simply download and install the required product, and dbForge AI Assistant will be available in it.

After that, you will need to open your dbForge product and connect to a database. Next, open the Assistant, provide it with a text request, and get the answer in a few seconds. Yes, it's that simple. You can see how it works in the following video.

Note that there are a number of other use cases for dbForge AI Assistant. You can ask it to optimize or troubleshoot a manually written query. You can get a syntax explanation. You can get a real-time consultation on any topic related to SQL coding. We did our best to make the Assistant live up to its name.

The key features of dbForge AI Assistant for text-to-SQL conversion

Here's a brief recap of features that make dbForge AI Assistant invaluable for your routine work with data.

Conversion of natural language to SQL: You don't need deep knowledge of SQL to write complex queries. Simply input a request in your natural language.
Context-aware query generation: The Assistant will understand and process your request. Based on the tables and columns of your database, it will return a working query.
Real-time error detection and fixes: If you input a manually written query with an error, the Assistant will pinpoint the trouble and suggest ways of fixing it.
SQL explanation: If required, the Assistant will give detailed explanations of the generated SQL code, so that you know what each part of your query is responsible for.
AI-powered optimization: The Assistant can improve the performance of manually written queries by employing common optimization techniques and best practices. As for auto-generated queries, they already come optimized.
Chat support: Finally, if you'd like to learn anything about SQL, get tips or best practices, or ask a specific question, go for it—the Assistant is always there to help you.
Integration with dbForge products: dbForge AI Assistant is available as part of multiple dbForge database tools; and besides all the abovementioned capabilities, the Assistant can guide you through every feature of the dbForge tool you are using.

Who will benefit the most from text-to-SQL conversion features?

Generally, dbForge AI Assistant is a worthwhile addition to the toolkit of everyone who works with queries and data in one way or another. However, we can single out the following roles that will benefit the most from it.

Developers can drastically speed up SQL coding and use schema AI generation without much effort. This applies to individual developers as well as to entire teams.
Database administrators can effortlessly automate query troubleshooting and optimization.
Data analysts can perform a variety of operations with data with maximum flexibility—yet without the need to know the syntax of SQL, especially complex constructions.
Managers of all levels also don't need to know SQL to retrieve, explore, and edit the required data. The Assistant will do the coding for them.

Start using dbForge AI Assistant today

There's nothing quite like firsthand experience, so we invite you to get started right away. Download and install the required dbForge product and give the Assistant a go during a free trial. This may change your daily work with SQL queries forever.

FAQ

How does dbForge AI Assistant convert natural language into SQL queries?

Once you attach a database, the Assistant looks through its metadata to get the required context. Then you enter your input. The Assistant—which is based on OpenAI—analyzes it and returns precise, working queries.

What databases does dbForge AI Assistant support for text-to-SQL conversion?

The list of supported databases depends on the particular dbForge product you are using. Generally, dbForge products are focused on one of the four key database systems: Microsoft SQL Server, MySQL, Oracle Database, and PostgreSQL. However, they may also support a number of related databases and cloud services. For more detailed information, please consult the documentation for each individual dbForge product.

How do I start using dbForge AI Assistant to convert text to SQL?

You can get started with dbForge AI Assistant in just two easy steps.

Step 1. Download and install the required dbForge product for a free trial.

Step 2. Open your dbForge product, connect to a database, invoke the integrated Assistant, and there you go!

What are the main benefits of using dbForge AI Assistant for text-to-SQL conversion?

We can outline the following main benefits of dbForge AI Assistant:

You don't have to write complex queries yourself. The Assistant does that for you, and you only have to adjust these queries, if necessary. This saves lots of time and helps you get a sharper focus on what you're doing.
Your auto-generated queries are error-free from the get-go.
You don't have to remember any extra information to optimize queries. The Assistant will scan the metadata of your database and suggest a rewritten, optimized query in a matter of seconds.
If you have any questions about dbForge products, your current query, or SQL in general, the Assistant will instantly provide you with clear answers.

Can I try dbForge AI Assistant before committing to a purchase?

Yes, all paid dbForge products, including dbForge AI Assistant, are available for a free trial. This way you can explore their features and see whether they're really the best fit for your daily work with databases.

Are there any limitations to using text-to-SQL AI tools for querying large databases?

If we talk about dbForge AI Assistant, the size of your databases is not an issue. If you have a large database, simply make sure your input is as precise as possible. This will help the Assistant return a more accurate output.