Check out the Monthly Roundup for July! 
Each month we’ll highlight some awesome content shared by the vibrant Streamlit community. From innovative apps to insightful tutorials, your contributions are what make this forum a hub of creativity and learning. 
We love seeing what you build—be sure to share your projects in 
Show the Community! or tag Streamlit on LinkedIn and X so others can learn and get inspired!
Apps + components
Explaining Wildfire Risk in California with GenAI— Explore a heatmap to see risks + calculations using Snowflake’s Cortex LLM. CARTO
st-link-analysis—Visualize graph data using Cytoscape.js. @AlrasheedA
Insightful Data Explorer—Simplify data handling and analysis. @Archana
Streamlit-maplibre—Try interactive mapping with MapLibre and Leafmap. @giswqs
Slides AI Search—Build a multimodal app to accurately search slides. @Mudit- Sudoku—Play this popular game in a Streamlit app! @Shawn_Pereira
MicW2Graph—Investigate knowledge graphs of the wastewater treatment microbiome. @sayalaruano
Videos
Build and deploy a multi-page web application using Python (Streamlit) @Sven_CodingIsFun
Best Way to Build Network Analysis App in Python with Streamlit and st-link-analysis - Easy Tutorial @wjbmattingly
Soccer Rules PDF Interaction - RAG in LLM Use Case Eduardo Vasquez
Articles
How Scientific Paper Assistant Apps Can Revolutionize Academic Research @napoles3d
Building a Comprehensive Fitness Tracker App with Streamlit and BigQuery Ryan
How to Download YouTube Videos with Python and Streamlit: A Comprehensive Guide Christopher Rwairare Walker
Thanks for building with Streamlit! Are you also working on something cool? Share in the comments! 
