A Step-by-Step Guide to Building a Semantic Search Engine with Sentence Transformers, FAISS, and all-MiniLM-L6-v2

A Step-by-Step Guide to Building a Semantic Search Engine with Sentence Transformers, FAISS, and all-MiniLM-L6-v2

Semantic search goes beyond traditional keyword matching by understanding the contextual meaning of search queries. Instead of simply matching exact words, semantic search systems capture the intent and contextual definition of the query and return relevant results even when they don’t contain the same keywords. In this tutorial, we’ll implement a semantic search system using…

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A Step by Step Guide to Build an Interactive Health Data Monitoring Tool Using Hugging Face Transformers and Open Source Model Bio_ClinicalBERT

A Step by Step Guide to Build an Interactive Health Data Monitoring Tool Using Hugging Face Transformers and Open Source Model Bio_ClinicalBERT

In this tutorial, we will learn how to build an interactive health data monitoring tool using Hugging Face’s transformer models, Google Colab, and ipywidgets. We walk you through setting up your Colab environment, loading a clinical model (like Bio_ClinicalBERT), and creating a user-friendly interface that accepts health data input and returns interpretable disease predictions. This…

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Age-Inclusive AI: Ethical Innovation & Fairness Guide for Seniors

Age-Inclusive AI: Ethical Innovation & Fairness Guide for Seniors

The rapid advancement of artificial intelligence (AI) in healthcare and senior care presents a critical challenge: ensuring fairness and inclusivity for older adults. As AI systems increasingly impact the lives of seniors, we must confront the ethical implications and potential biases that could disadvantage this vulnerable population. The stakes are high – with global populations…

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