An overview of popular techniques to confine LLMs' output to a predefined schema The post Generating Structured Outputs from LLMs appeared first on Towards Data Science. Generated by RSStT. The copyright belongs to the original author. Source

Do RAG without doing RAG with this powerful new NLP and data extraction library The post Introducing Google’s LangExtract tool appeared first on Towards Data Science. Generated by RSStT. The copyright belongs to the original author. Source

A walk-through of and the maths behind using low-capacity networks to acquire fine-grained scoring when only categorical labelling is available for training. We use it to predict the severity of an infection on a scale based on information on just rough outcomes…

The Senate Bill SB 386 mirrors Assembly Bill 384, introduced last month, in order to speed Bitcoin ATMs regulation.

Learn LangGraph fundamentals from Google’s open-source full-stack implementation The post LangGraph 101: Let’s Build A Deep Research Agent appeared first on Towards Data Science. Generated by RSStT. The copyright belongs to the original author. Source

Water cooler small talk is a special kind of small talk, typically observed in office spaces around a water cooler. There, employees frequently share all kinds of corporate gossip, myths, legends, inaccurate scientific opinions, indiscreet personal anecdotes…

When clean code hides inefficiencies: what we learned from fixing a few lines of code and saving 90% in LLM cost. The post How We Reduced LLM Costs by 90% with 5 Lines of Code appeared first on Towards Data Science. Generated by RSStT. The copyright belongs…

Learn how to validate large scale LLM applications The post How to Perform Comprehensive Large Scale LLM Validation appeared first on Towards Data Science. Generated by RSStT. The copyright belongs to the original author. Source

This article is a journey into the fascinating and rapidly evolving science of LLM prompt iteration, which is a fundamental part of Large Language Model Operations (LLMOPs). We’ll use the example of generating customer service responses with a real-world…

An Open Letter to the Scientific Community The post Why Science Must Embrace Co-Creation with Generative AI to Break Current Research Barriers appeared first on Towards Data Science. Generated by RSStT. The copyright belongs to the original author. Source

Low Bitcoin transaction fees and record-high difficulty will discourage miners, which puts the network's security in danger.