Author(s): Meng Li

Originally published on Towards AI.

Best AI SQL Query Tools

Want to quickly get answers from your database? The Vanna framework makes this simple.

It’s an open-source tool that helps you generate SQL to let the data speak for itself.

https://github.com/vanna-ai/vanna

Vanna has three modes to suit different needs.

First, the open-source mode.

You can integrate it with any language model you prefer, offering complete customization.

It’s like building with blocks; you can play however you want.

Second, the free mode.

There’s a daily usage limit for the model, along with free storage services.

Using GPT-3.5, you can start exploring your data without spending a dime.

Third, the paid mode.

For those who need more, there’s unlimited usage, GPT-4 support, and service guarantees.

Imagine, whether you’re a developer or an analyst, using Vanna to uncover the secrets of your data.

Let’s take a closer look at how Vanna works and its implementation details.

Imagine how convenient it would be if there were a tool that allowed you to communicate with your database as easily as chatting.

Vanna is precisely such a Python package that utilizes RAG technology to quickly generate SQL queries for you.

https://github.com/vanna-ai/vanna

Using Vanna is a two-step process:

1. Train a model.2. Ask questions, and it answers with SQL.

RAG technology involves finding information relevant to your question and then generating an answer.

You don’t need to… Read the full blog for free on Medium.

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Published via Towards AI