“I’m looking for guys to try it, break it, and tell me what sucks and what should be improved.”

“NashOpt is an open-source Python library for computing and designing generalized Nash equilibria (GNEs) in noncooperative games with shared constraints and real-valued decision variables.”

“MIRA is an open-source persistent AI entity.”

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“Analyzing the architectural nuances reveals key performance differentiators.”

“The authors' frustration with LLMs failing to answer questions based on visual information within PDFs.”

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“OpenLIT is an open-source tool designed to make monitoring your Large Language Model (LLM) applications straightforward. It’s built on OpenTelemetry, aiming to reduce the complexities that come with observing the behavior and usage of your LLM stack.”

“Common friction points we’ve seen with GenAI applications include logically modeling application flow, debugging and recreating error cases, and curating data for testing/evaluation.”

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“We’ve built Pretzel, an open-source data exploration and visualization tool that runs fully in the browser and can handle large files (200 MB CSV on my 8gb MacBook air is snappy). It’s also reactive - so if, for example, you change a filter, all the data transform blocks after it re-evaluate automatically.”

“Verba is an open source Retrieval Augmented Generation (RAG) application built using a modular, customizable architecture that makes it easy for anyone to use AI methods to get personalized answers on their own data.”

“Marimo is an open-source reactive Python notebook.”

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“Rivet is a game-changer.”

“Darknet is a C and CUDA open source neural network framework.”