Open source frameworks as a solution to ambiguity in AI code gen
Amrutha Gujjar • 4/3/2025 • 6 min read
A deep dive into how structured, opinionated frameworks reduce ambiguity in AI-generated code, and why open source plays an important role.
Blog
GPU-Rendered Fastplotlib Charts in Preswald
Amrutha Gujjar • 3/28/2025 • 4 min read
Learn how to render high-performance static Fastplotlib figures directly inside Preswald apps — no image export required.
Adding an AI Chatbot to Your Data App with Preswald
Amrutha Gujjar • 3/27/2025 • 4 min read
Learn how to drop in a chat box that lets users explore structured datasets with natural language using Preswald’s new AI chat component.
Reading CSV Files from S3 in Preswald
Amrutha Gujjar • 3/26/2025 • 4 min read
Learn how to stream CSV files from S3-compatible storage directly into Preswald apps, no downloads or glue code needed.
League of Legends Diamond's Analysis with Preswald
Amrutha Gujjar • 3/25/2025 • 3 min read
Nikita Levin's project uses Preswald to explore high Diamond-ranked League of Legends matches, offering interactive visualizations that reveal how early-game metrics like kills, wards, and gold influence match outcomes.
Using Matplotlib in Preswald Data Apps
Amrutha Gujjar • 3/25/2025 • 4 min read
Preswald now supports native rendering of Matplotlib figures — bring your scientific plots and legacy scripts into modern data apps.