edublancas.bsky.social
@edublancas.bsky.social
Building ploomber.io
You can integrate sqlite-vec into SQLAlchemy models without too much work.

github.com/ploomber/doc...
January 10, 2025 at 1:49 PM
I have a new use for AI: create image backgrounds
January 10, 2025 at 3:03 AM
We just released an update to our Shiny AI editor! Code generations are now much more accurate. Try it out! #rstats

editor.ploomber.io
January 7, 2025 at 3:53 PM
We've made a lot of changes last week to improve the quality of Shiny app generations. I'm pretty excited about this! We'll release this in the next few days! #rstats
December 30, 2024 at 5:58 PM
Nice.
December 20, 2024 at 9:48 PM
Step 1: Drop an image

That's it. Just drop an image to generate a fully functional Shiny app. #rstats

(coming up next week to editor.ploomber.io)
December 19, 2024 at 3:14 PM
Code an app from an image coming up soon to our editor! Here's a #Streamlit demo:
December 18, 2024 at 2:14 PM
Some stuff we're shipping soon: Microsoft Entra (Azure Active Directory) authentication for Streamlit and Shiny.
December 17, 2024 at 5:31 PM
Wow. Microsoft just released a tool to convert office documents to Markdown. This unlocks a lot of enterprise use cases for LLMs.
December 13, 2024 at 7:51 PM
WebAssembly (WASM) is changing how we think about web applications. For decades, browsers have been JavaScript's exclusive domain - if you wanted to run code in the client, JS was your only option. WASM breaks these chains.
December 12, 2024 at 10:15 AM
Faster debugging in editor.ploomber.io!

1. The editor detects issues in your app
2. See the error in the terminal
3. Clicking on "Help" passes the error to the AI chat

Works with Shiny and Streamlit! #rstats
December 11, 2024 at 6:01 PM
I love this new stuff in editor.ploomber.io! Tag files in the code generation prompt to pass them to the model.

I have a Shiny app (works with Streamlit) with two files: UI and logic. I move to the UI file and ask the model to update the UI based on the second file #rstats
December 11, 2024 at 10:15 AM
I loaded ggplot's docs into our Shiny AI editor to improve code generation. I generated an advanced (?) histogram and it worked pretty well.

What kind of visualizations should I try? I want to test this with more difficult viz ideas. #rstats
December 10, 2024 at 9:44 PM
We just shipped a new feature to our Shiny/Streamlit editor: tag file with @filename to ask questions in the chat. Great for debugging! #rstats

https://buff.ly/4f9EFxI
December 10, 2024 at 6:01 PM
I just updated my Bluesky sentiment analysis app. Using bslib makes it much prettier!

The sentiment for "Manhattan" has shifted negatively compared to two weeks ago (we all know why).

Try the app here: editor.ploomber.io/app/d2a65731

#rstats
December 10, 2024 at 3:24 PM
I updated my Bluesky sentiment analysis app to compare terms across time and added a cache via memoise. Next, redo the UI with bslib. #rstats

You can try the app here: editor.ploomber.io/app/d2a65731
December 10, 2024 at 12:01 AM
Got a sentiment analysis app (using Bluesky's API) running entirely in the browser with Shinylive!

The main limitation is that curl (a dependency for most HTTP R libraries) doesn't work in Shinylive, but fromJSON does!

editor.ploomber.io/editor/d2a65...

#rstats
December 5, 2024 at 11:04 PM
It's been years since I worked on an R project so it's kind of crazy that I can just ask AI to build my app. Took me a couple of iterations but it works and it runs on the browser! LLMs and WASM are truly a crazy combo. #rstats

App: editor.ploomber.io/editor/d2a65...
December 5, 2024 at 4:36 PM
Improved debugging workflow coming to editor.ploomber.io soon!

1. App raises an error
2. Click on the "help" button in the terminal
3. A new chat message is submitted and fix is proposed
December 5, 2024 at 2:24 PM
Results for "democracy".
December 4, 2024 at 9:28 PM
I made an app that creates a wordcloud using bsky's API.

Here are the results for "South Korea":

App: editor.ploomber.io/app/6cc378ed
December 4, 2024 at 9:26 PM
Is bslib the new recommended way to do Shiny? I haven't used Shiny in a while, and this didn't exist when I used it. 😅 #rstats
December 4, 2024 at 2:36 PM
It's kinda crazy that you can just drop a 1.5M rows .rds file in your browser and have it displayed in seconds with Shiny. WebAssembly is amazing.
November 29, 2024 at 3:01 AM
Working on a new chat copilot because nobody really knows matplotlib. 😂
November 28, 2024 at 10:15 AM
Our Jupyter notebook to PDF tool just got a lot better! www.convert.ploomber.io/pdf-advanced
November 27, 2024 at 10:31 PM