Well deserved! respect

Thank you so much for all the contributions you've made to our community, and for continuously sharing your knowledge and passion. I've learned so much from you — keep being amazing!

Hi @Semion Makarov 
I'm not sure if we can claim points for "Community Idea Implementation" on dc-artisan. While we don't literally implement the idea from https://ideas.intersystems.com/ideas/DPI-I-557, but the rag-pipeline mode was heavily inspired by it. Our goal was to showcase embedded chunks, management, and vector ingestion, which aligns closely with the core concept of that idea. It's not a direct, word-for-word implementation of a GUI like vectorAdmin, but the underlying idea is very similar.

You can use frameworks like the one suggested by the DC AI bot, Flask, or simpler and faster-to-learn frameworks such as Streamlit and Lovable. Take a look at these articles:

But in any case, you don’t need to use embedded Python for the frontend.

It’s hard to find words that truly express what I feel — I  will ask ChatGPT to help me 😂!
Just kidding… I’ll try to speak from the heart.

This community is amazing, and I truly love being a part of it.
Being recognized like this means so much to me.
Even though I feel like just a grain of sand compared to legends and true heroes like @Robert Cemper, @John Murray, @Benjamin De Boe, @Dmitry Maslennikov, @Alberto Fuentes and so many— who are such big inspirations to me and who truly deserve to be in this hall of fame — but all the kindness and sense of belonging here make all the difference.

I want to thank the entire team behind this community, especially @Evgeny Shvarov, @Anastasia Dyubaylo, @Olga Zavrazhnova, @Irène Mykhailova, and  @Iryna Mologa 
— you are incredible!
I also want to thank the InterSystems Brazil crew: @Rochael Ribeiro, @Danusa Calixto, @Fernando Ferreira, and so many others.
To the musketeers, @Henrique Dias e @José Pereira, partners, and friends for life that I’ve made here in this community.
And to the BPlus family, all my gratitude and love.
 

![thank you all](https://media1.giphy.com/media/v1.Y2lkPTc5MGI3NjExYXB6NWJ2cTNlZ2kyeWExMjA1MmJzMjdyaXNkYWZsYmJ2djRzaTRoZCZlcD12MV9pbnRlcm5hbF9naWZfYnlfaWQmY3Q9Zw/4J5wyaYicfmALR6LNe/giphy.gif)

Thank you so much, Ben — you are the champion here in community and a inspiration