Building Applications on Top of Large Language Models (LLMs)

Presented by: Nilanjan Raychaudhuri, BJ Allmon

It’s no secret that a new generation of powerful and highly-scaled language models is taking the world by storm. Large language models are becoming a powerful new primitive for building software. ...

Tags: Python, Programming Principles, Machine LearningFormat: PreCompilerLevel: Intermediate

How to Ground LLM's to minimize hallucinations

Presented by: Cameron Vetter

Language models have made significant advancements in recent years, with models like GPT-3 and GPT-4 showcasing impressive capabilities. However, one persistent challenge that arises with these models is the occurrence of hallucinations—instances where the model generates plausible-sounding but...

Tags: Python, Machine Learning, Data ScienceFormat: General SessionLevel: Intermediate

Mad Scientist Lab With Raspberry Pi Pico Microcontrollers

Presented by: Barry Tarlton, Brendan Barth

Carefully plugging the wires into the bread board, doubt seeps in, “should the red wire go to ground or the white one?” LEDs all in place, Python code properly indented (spaces, not tabs), prayers go up for the magic smoke to not escape as the electronics are powered on. In an instant, worries...

Tags: Python, Hardware, IoTFormat: PreCompilerLevel: Intermediate

Take Back Control - Introducing Veilid

Presented by: Bill Sempf

Veilid is an open-source, peer-to-peer, mobile-first, networked application framework. It allows developers to build private, distributed, scalable social applications containing and sharing a user's personal content without data collection by third parties being of concern. Built by Cult of the...

Tags: Python, Rust, Mobile, Security, CloudFormat: General SessionLevel: Intermediate

What's that smell? Monitoring air quality with Python, Raspberry Pi, and Redis

Presented by: Justin Castilla

With a little wiring and a few lines of code, one can create your own hyper-local air sensor system to send alerts, activate smart-windows, and gather data. A sensor measures air particulate density and sends the values to a Raspberry Pi compute unit. The Raspberry Pi then sends the data along with...

Tags: Python, IoT, Cloud, Data Science, DatabasesFormat: General SessionLevel: Intermediate