🤠 July Monthly Roundup

[Jessica_Smith]

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)

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!

[Guna_Sekhar_Venkata]

@Jessica_Smith i have also made an multi modal rag application for the better retrieval process. Here is the streamlit community link:-

Multi-Modal RAG ChatBot: Your AI-Powered Knowledge Assistant (Streamlit + MindsDB + LangChain + FAISS)

[image] My Quira Quest 14 submission The Multi-Modal RAG ChatBot is an innovative application designed to enhance your knowledge retrieval experience using PDFs and YouTube videos. Our chatbot provides seamless access to relevant text, images, and video frames based on your queries. Features: Multi-Modal Retrieval : Instantly fetches text, images, and video frames from static PDFs and YouTube videos to answer your queries. Nice UI for User Interaction : Enjoy a us…

Have a look it and share your valuable suggestions and feedback on it