Categorization, Hybrid AI and Natural Language Processing

Sean Mullaney, Chief Technology Officer at Algolia – Interview Series

Unite.AI

AUGUST 22, 2023

In a nutshell, Algolia NeuralSearch integrates keyword matching with vector-based natural language processing , powered by LLMs, in a single API – an industry first. You’ve described Algolia as being the most scalable hybrid AI search engine in the world. In September 2022, Search.io

Big Data

Big Data Neural Network Natural Language Processing Machine Learning

Evaluation Derangement Syndrome (EDS) in the GPU-poor’s GenAI. Part 1: the case for Evaluation-Driven Development

deepsense.ai

NOVEMBER 14, 2023

Within Natural Language Processing (NLP), ‘pseudo-evaluation’ approaches that we call ‘Superficial Utility Comparison Kriterion’ ( SUCK ) methods, like BLEU [32], METEOR [33], ROUGE [34], or BLEURT [35], attempt to salvage the situation. Namely, the way GPU-rich use HFRL is categorically beyond the rich of GPU-poor.

Generative AI

Generative AI ML Prompt Engineer Prompt Engineering

Artificial Intelligence Zone

Sean Mullaney, Chief Technology Officer at Algolia – Interview Series

Evaluation Derangement Syndrome (EDS) in the GPU-poor’s GenAI. Part 1: the case for Evaluation-Driven Development

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