Visualizing Stochastic Regularization for Entity Embeddings

by | Aug 6, 2024 | Analytics, Artificial Intelligence, Data and Information, Decision Support

A glimpse into how neural networks perceive categoricals and their hierarchiesContinue reading on Towards Data Science » ​A glimpse into how neural networks perceive categoricals and their hierarchiesContinue reading on Towards Data Science »  categorical-data,...

A Simple Strategy to Improve LLM Query Generation

by | Aug 6, 2024 | Analytics, Artificial Intelligence, Data and Information, Decision Support

Dynamic Few-Shot PromptingContinue reading on Towards Data Science » ​Dynamic Few-Shot PromptingContinue reading on Towards Data Science »  llm, data-science, machine-learning, editors-pick, artificial-intelligence Towards Data Science – MediumRead...

Gemma vs. Llama vs. Mistral: Exploring Smaller AI Models

by | Aug 6, 2024 | Analytics, Artificial Intelligence, Data and Information, Decision Support

A Comparative Study of Small-Scale Language Models: Evaluating Gemma, Llama 3, and Mistral in Reading Comprehension TasksContinue reading on Towards Data Science » ​A Comparative Study of Small-Scale Language Models: Evaluating Gemma, Llama 3, and Mistral in Reading...

Building a RAG Pipeline with MongoDB: Vector Search for Personalized Movie Picks

by | Aug 6, 2024 | Analytics, Artificial Intelligence, Data and Information, Decision Support

Building a RAG Pipeline with MongoDB: Vector Search for Personalized PicksThis article explores the construction of a movie recommendation system using a Retrieval-Augmented Generation (RAG) pipeline. The objective is to learn how to harness the power of MongoDB’s...

Segment Anything 2: What Is the Secret Sauce? (A Deep Learner’s Guide)

by | Aug 6, 2024 | Analytics, Artificial Intelligence, Data and Information, Decision Support

Foundation + Promptable + Interactive + Video. How?The Segment Anything 2 Pipeline (Image by Author)Meta just released the Segment Anything 2 model or SAM 2 — a neural network that can segment not just images, but entire videos as well. SAM 2 is a promptable...

Productionizing a RAG App with Prefect, Weave, and RAGAS

by | Aug 3, 2024 | Analytics, Artificial Intelligence, Data and Information, Decision Support

Adding evaluation, automated data pulling, and other improvements.From Film Search to Rosebud 🌹. Image from Unsplash.Table of ContentsIntroductionOffline EvaluationOnline EvaluationAutomated Data Pulling with PrefectSummaryRelevant LinksGitHub repoLink to earlier...