#streamlit Development Tutorials & Tips | Roast Dev

Supercharge Your Prototyping with Streamlit: A Quick and Powerful Web Framework 🚀

Have you ever had an amazing app idea but hesitated to start development due to time and cost constraints? Or are you a data scientist or machine learning engineer looking for a quick way to showcase ...

12.03.2025 0 Read More

How to Build an Internal Data Application Using Google Sheets as a Data Source

This article introduces multiple approaches to building an internal data application using google sheets as the backend. In addition to summarizing the advantages and disadvantages of each approach, ...

13.03.2025 0 Read More

Building a Flow Diagram Auto-Generation App with Streamlit in Snowflake (SiS) and Cortex AI

Introduction In this article, I would like to introduce an application I created that combines Streamlit in Snowflake with Cortex AI to automatically generate flow diagrams and architecture d...

20.03.2025 0 Read More

Tutorial: Deploying a User-Authenticated Streamlit App in Just 5 Minutes.

This tutorial explains how to deploy a Streamlit data app to the cloud with user authentication using Morph. With this method, there’s no need for Docker builds typically required when deploying St...

25.03.2025 0 Read More

How to Build a Internal Data App with Google Sheets Backend Using Streamlit

In this article, we’ll walk you through the process of building an internal-use data app using Streamlit with a spreadsheet as the backend. We’ll also explore scenarios where Streamlit is a parti...

02.04.2025 0 Read More

Building an AI-Powered Flowchart Cleanup Tool with Streamlit in Snowflake

Introduction In my Unlocking Image Analysis with Snowflake Cortex COMPLETE Multimodal Function, I introduced how this newly available feature in Snowflake's Cortex AI can process images. Toda...

17.04.2025 0 Read More

How to Build an AI Chatbot Using OpenAI and Streamlit

How to Build an AI Chatbot Using OpenAI and Streamlit — No ML Required Have you ever wanted to build your own AI chatbot without diving deep into machine learning or writing frontend code?G...

21.04.2025 0 Read More

A Developer’s Guide to Retrieval Augmented Generation (RAG) — How It Actually Works

If you're building AI applications and concerned about outdated knowledge in your models, Retrieval Augmented Generation (RAG) offers a smarter solution. Instead of relying solely on static training d...

29.04.2025 0 Read More

Peer Review 1: Poland's Real Estate Market Dashboards and Insights with Streamlit (Part 2)

Introduction Welcome to the second part of Peer Review 1, where we continue exploring the data engineering project focused on analyzing Poland's real estate market. In the first post, we revi...

30.04.2025 0 Read More

Power up your RAG chatbot with Snowflake Cortex Search Boosts and Decays

Introduction On April 28, 2025, Snowflake added Boosts / Decays to Cortex Search, their managed solution for building Retrieval-Augmented Generation (RAG) applications. This feature enables y...

01.05.2025 0 Read More