Check out the May Monthly Roundup! 
Another month, another lineup of awesome creations! It’s always amazing to see the innovative apps, components, insightful how-tos, and guides from the community. Check out some examples from May below. Don’t forget to share your own projects in Show the Community! or by tagging Streamlit on LinkedIn and X to inspire others and showcase your work. 
Apps + components
streamlit-concurrency—a component to help concurrency in your apps. @jokester
streamlit-product-card—display product like information cards. @msr2903
st-copy—add a copy button to any text content in your app. @Alex46
Uncertainty Cat—simplify complex Uncertainty Quantification techniques @Mark21
International Football Dashboard—view international tournament stats. @Hamza_Shakir
Spiel—turn your ideas into playable, choice-based stories using AI. @hecate
Videos
Streamlit Tutorial - Build AI Web Apps with ONLY Python! Thomas Janssen
Streamlit 1.45 Release | May 2025 Curiosity Data Analytics
Build a Text-to-SQL AI Assistant with DeepSeek, LangChain and Streamlit @Nariman
Spot New Quant Finance Strategies Fast: Daily ArXiv Research Feed with Ollama + Streamlit @Deep-Charts
Create Your Own Customizable Chatbot with Streamlit Botpress
How to Build an MCP Client GUI with Streamlit and FastAPI Alejandro AO
I Built a Sentiment Analysis App in 9 Minutes (Python + Streamlit Tutorial) Data Science with Onur
Real-Time Dashboard with Python & SQL | Build Live Charts Using Streamlit + PostgreSQL Data Geek is my name
Articles
Government Funding Graph RAG @Lewis
Quick Guide — Adding User Authentication to Your Streamlit App Keita M
Building a Smart Travel Companion with Streamlit and Gemini AI Lahaul Seth
Your Own MCP Playground: Build It with Streamlit, LangGraph, and Docker @Elkhan
Step-by-Step Guide to Build and Deploy an LLM-Powered Chat with Memory in Streamlit Alessandra Costa
Want to share your project? Tell us about it in the comments!