Welcome to November’s Monthly Roundup! 
Time to take a look at community apps, components, and tutorials from the last month! Be sure 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-emoji-float— Customize and animate your fave emoji (or multiple!) across your app. @Juncel
streamlit-iiif-viewer—integrate IIIF-compliant viewers directly into your app. @Lucas28
Euroleague Stats Flop Analysis—find a statistical touch on players’ personal index ratings. @ozgurdugmeci
Dividend Simulator—simulate dividend reinvestment and track portfolio growth. @J1119
Crypto Risk Manager—understand portfolio risk through industry-standard metrics. @Carl2
Saliency-Based Palette Extraction—extract meaningful color palettes from images using visual saliency maps. @syfax
Stellaris—explore space with real-time sky maps, ISS pass predictions, AI cosmic chatbot + more. @Ouarda
Videos
Building Data Visualisations in Python in Minutes • GOTO 2025 Kris Jenkins
- Combine Streamlit and Mito - It’s like Excel inside your Python app @germancastano
Visualize and Group Pandas Data Like a Pro with Streamlit and SlickGrid @germancastano
Create Your First Supply Chain Analytics Web App (Python + Streamlit) Supply Science
Building a Text to SQL Chatbot with RAG, LangChain, FastAPI And Streamlit Tech Edge AI-ML
Streamlit (LIVE) | From Zero to Hero with Streamlit Cedlearn
Build a “Talk-to-Your-Data” App with Streamlit in Snowflake (No SQL Required!) Vyas Data Talks
Articles
Music, Lyrics, + Agentic AI: Building a Smart Song Explainer | Python + OpenAI Piero Paialunga
RAG Simplified from Concept to Streamlit App Priyanshu Panda
Build Your Own ChatGPT Using Streamlit and LangChain (Part-2) Ishaan Gupta
Building Your First AI Agent GUI Platform: A Practical Deep-Dive into FastAPI + Streamlit JIN
I Built an AI-Powered Pokedex with Python & Streamlit (And It’s Free!) Hoang Manh Cam
How to Be a GPT-5 Prompting Master: Stunning Python Streamlit Apps in Under 10 Minutes John Loewen
Want to share your project? Let’s hear about it in the comments! 
