u/PassengerMammoth6099

Hi, I'm on the Azure for Students Free Tier and I'm working on a class project. When I previously worked with azure a few months ago, I was able to deploy gpt-4o-mini and gpt-4.1 (this is all i need for now).

However, when I tried deploying any of these models or the text-embedding models, I got hit with the "Insufficient quota".

What models can i run with this tier? can I get upgraded?

Hey all. I’m building a client-facing portal + an admin dashboard for a wealth/education platform. I currently have an Admin dashboard with customer management, course library, settings, analytics. On the other hand, i have a client portal with courses, announcements, course player, profile/settings.

Should I use a shared backend API for both apps, or split into separate APIs (client API + admin API)?

More questions:

- Should i essentially build two separate frontend + backend projects that share data?

I just need general advice with regard to how you would architect such a project (with scale in mind and actual clients)

Hey everyone, I needed to edit pdfs yesterday (merging and splitting) for a very important govt process. My usual go to for these kind of tasks is online pdf editors where you upload your pdfs and merge/split them however you like.

The problem here is that the documents I was working with have extremely sensitive personal data and I do not trust online tools to be safe enough for this. So i spent a few days building EZ-PDF which is a fully local and offline pdf editor. It currently supports pdf merge and pdf split (more in the future) and it's an extremely simple and lightweight app built using Tauri.

I'm still improving this so I would love any and all feedback on my project. You can download the app from my open sourced github releases page if you want to try for yourself.

https://ez-pdf.vercel.app/

Hey everyone, I needed to edit pdfs yesterday (merging and splitting) for a very important govt process. My usual go to for these kind of tasks is online pdf editors where you upload your pdfs and merge/split them however you like.

The problem here is that the documents I was working with have extremely sensitive personal data and I do not trust online tools to be safe enough for this. So i spent a few days building EZ-PDF which is a fully local and offline pdf editor. It currently supports pdf merge and pdf split (more in the future) and it's an extremely simple and lightweight app built using Tauri.

I'm still improving this so I would love any and all feedback on my project. You can download the app from my open sourced github releases page if you want to try for yourself.

https://ez-pdf.vercel.app/

I'm currently building a local file search tool and researching hybrid search algos. I came across fuzzy search being used in a lot of similar search tools for its high accuracy and guardrails. Since I've already built semantic search in my tool (its a unique selling point), is it a good idea to implement fuzzy search instead of the typical BM25 combination?