vanna VS draw.io

vanna-ai is a pretty cool project that combines AI with database knowledge. SQLAI seems to be a small German company which specializes in this area. I will start exploring these in my free time.

Vanna is a Python framework that allows the training of an RAG model with queries, DDL, and documentation from a database.

I’m trying to solve for this with my project and (at least based on what people say in Discord), it’s working really well for them:

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

This is a good idea. I think what you'd want to do is override the generate_sql function and store the question with the "related" metadata and the generated sql somewhere:

https://github.com/vanna-ai/vanna/blob/main/src/vanna/base/b...

We're going to be adding a generic logging function soon and fairly soon what you're talking about could just be a custom logger.

Website: https://vanna.ai

Oh man, I would love to compare notes.

I pivoted in the reverse direction from:

https://github.com/pycob/pyvibe

To

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

At first I thought this was drawio: https://www.drawio.com/ with which you can generate a schema diagram from SQL. Is this the other way around.

For anyone who is willing to use a webapp, I like drawio[0]. You can download locally[1] and self host (I just use the python webserver).

While finding the Github, I see they now actually package an Electron application, so that is probably worth exploring[2].

[0] https://www.drawio.com/

[1] https://github.com/jgraph/drawio

[2] https://github.com/jgraph/drawio-desktop

draw.io works nicely for flowcharts and other types of diagrams.

:

  The source code authored by us in this repo is

Another way that you can leverage the power of ChatGPT and mermaid is when you are using a software designing tool such as Draw.io and you want to skip the tedious task of creating a diagram from scratch and want to get a push at the begging and save your time for the creative part of the diagram.

There are also mockups with more features, so ignore weird UI at first.

[1]: https://www.drawio.com

> Additional minified JavaScript files and Java libraries are used in this project. All of the licenses are deemed compatible with the Apache 2.0, nothing is GPL or AGPL, due dilgence is performed on all third-party code.

Here's an issue that was opened:

https://github.com/jgraph/drawio/issues/3782

> The file for converting the mermaid code to mxgaph xml is available only in minified version. the unminified version "mermaid2drawio.js" is missing. Please include that.

Answer:

> We do not supply the source to that file.

With such phrasing, for now, I'll consider drawio proprietary with some parts in Apache 2 (even if it's actually the majority of the code).

It might be possible to have a fork with some optional features related to these non provided files removed, if by luck no critical feature is impacted.

Specifically I've been working on an incremental game and I've been using https://www.drawio.com/ to help me plan out what I want the progression of features/unlocks to be as the player progresses through the game, what pre-requirements/events are for each feature/unlock, etc.