🏆 App of the month 🏆

Our November featured app of the month is... 🥁🥁🥁🥁🥁

Song Describer by researchers Ilaria Manco, Benno Weck, Philip Tovstogan, Dmitry Bogdanov, and Minz Won.

This app is an open-source data collection platform for annotating music with textual descriptions. By collecting user inputs, the team hopes to create the first research dataset of music-caption pairs. This will give insight into how people describe music and support the development of audio-text ML models. [code]

Streamlit November updates

Check out the latest updates and releases from November.

🔍 Current release: 1.15.1

The latest release is 1.15.1. Recent updates include the ability for widget labels to contain inline Markdown and for st.​audio to properly play audio data from NumPy arrays. Check out the changelog to learn more about the latest features and fixes.

🔮 Upcoming

We're currently working on these new features:

• Streamlit theme for 3rd party charting libraries
• Colored text
• St commands work with Snowpark + PySpark

Visit our roadmap app to see what else we're working on. 🥳

🔍 Indexability

• All public Community Cloud apps are now indexable by search engines, making them easier to discover.

🖌️ Figma-to-Streamlit Plugin

• After prototyping your apps in Figma, you can turn the designs into code with the Figma-to-Streamlit plugin!

Featured Streamlit content

💎 Streamlit Quests: Getting started with Streamlit

• Check out Streamlit Quests—a guide from the Data Professor to help you navigate getting started with Streamlit.

📺 Make a video content analyzer app with Streamlit and AssemblyAI

• Learn how to build an analyzer app with Mısra Turp, using Streamlit and AssemblyAI, to easily screen videos for harmful or sensitive content.

✋ Building robust Streamlit apps with type-checking

• Quickly find and eliminate defects in your code with type-checking! Harald explains how to use this technique and make it part of your app-building flow.

Featured community content

Here are some great apps and tutorials by the Streamlit community. Check out the Streamlit forum for even more community content.

• See if the first stage of Falcon 9 will land with Hakan's Booster Landing Prediction App.
• Santiago's Volve Production Dashboard app visualizes the production dashboard of an oil field and performs exploratory data analysis.
• Use Lee's SERP Keyword Extractor to extract the top 10 keywords from each page ranking in the SERPs.
• Quickly get started with Streamlit with Misra's Streamlit project template.
• Test your geography skills with Gerard's app Guess the Country 'Worldle' Edition.
• Kota created a custom component for interactive board games and an app to play the Doubutsu Shogi (Animal Chess) game.
• Hubert's SurViZ app lets you quantitatively compare various galaxy missions, such as Euclid, Rubin/LSST, or JWST.
• Choe's app gives a 3D Model Reconstruction using FORESIGHT STEREO Technology.
• Get EDA, flexible data wrangling, and swift ML modeling using EasyDS—a free app tool by Huijun.
• Ayoub's Brainstorming Buddy, built on GPT-3, helps to generate ideas on a given topic.

Thanks for checking out this edition of our Monthly rewind. If you'd like more frequent updates on what's happening in the community, check out the Weekly Roundups.

Reach out to us on the forum with any questions or projects you're working on, and follow us on Twitter for the most up-to-date happenings!

Want to see older rewinds? Check them out below: