February 2025

A Clear-Eyed Look at Emotion AI: Current Reality and Future Questions

AI/ML, Data Engineering /

The tech world loves a bold prediction. If you’ve been following the AI space lately, you’ve likely seen headlines proclaiming that machines will soon understand human emotions better than we do. Having researched and implemented AI systems, I’ve learned to look past the hype and focus on what’s actually possible today. The Reality of Emotion […]

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Smarter RAG Retrieval with Multi-Attribute Vector Indexing

AI/ML /

Introduction Retrieval-Augmented Generation (RAG) has transformed AI applications by enhancing Large Language Models (LLMs) with real-world, dynamic data. However, traditional vector search methods often struggle with complex queries that involve multiple attributes, such as time sensitivity, location, or category filtering. For example, if you ask a RAG-powered system for “recent clinical trials on diabetes in

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