Keith Bourne
The Memriq AI Inference Brief – Leadership Edition
The Memriq AI Inference Brief – Leadership Edition is a weekly panel-style talk show that helps tech leaders, founders, and business decision-makers make sense of AI. Each episode breaks down real-world use cases for generative AI, RAG, and intelligent agents—without the jargon. Hosted by a rotating panel of AI practitioners, we cover strategy, roadmapping, risk, and ROI so you can lead AI initiatives confidently from the boardroom to the product roadmap. And when we say "AI" practitioners, we mean they are AI...AI practitioners.
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Episodes
Vectors & Vector Stores: Deep Dive into RAG’s Secret Sauce (Chapter 7) 11.12.2025 17:51
Unlock the game-changing role vectors and vector stores play in Retrieval-Augmented Generation (RAG) and why they’re essential for modern AI-driven businesses. In this episode, we break down how these technologies revolutionize AI search and retrieval, enabling faster, smarter, and more context-aware systems. Join us and special guest Keith Bourne , author of * Unlocking Data with Generative AI an...
Similarity Searching with Vectors: Deep Dive for Leaders (Chapter 8) 11.12.2025 18:58
Discover how similarity searching with vectors is revolutionizing information retrieval beyond traditional keyword search. In this episode, we break down the business impact, technology trade-offs, and strategic considerations leaders need to harness this powerful approach. Drawing from Chapter 8 of Keith Bourne 's " Unlocking Data with Generative AI and RAG ," we explore how vector search drives...
Evaluating RAG: Deep Dive on Metrics & Visualizations for Leaders (Chapter 9) 11.12.2025 18:23
Unlock the power of continuous evaluation for Retrieval-Augmented Generation (RAG) systems in this episode of Memriq Inference Digest - Leadership Edition. We explore how quantitative metrics and intuitive visualizations help leaders ensure their AI delivers real business value and stays relevant post-deployment. In this episode: - Why RAG evaluation is a continuous, critical process—not a one-tim...
Key RAG Components in LangChain: Deep Dive for Leaders (Chapter 10) 11.12.2025 17:49
Unlock the strategic value of Retrieval-Augmented Generation (RAG) systems through LangChain’s modular framework. In this episode, we break down how vector stores, retrievers, and large language models come together to create flexible, scalable AI solutions that drive business agility and accuracy. In this episode, you’ll learn: - Why LangChain’s modular architecture is a game changer for building...
Welcome to The Memriq AI Inference Brief 10.12.2025 2:38
Your weekly briefing on RAG, agents, and AI memory systems. The Memriq Inference Brief is a panel-style podcast breaking down the technologies reshaping how we build intelligent systems — from retrieval-augmented generation to agentic architectures to the emerging field of AI memory. Two editions. Same topic. Different depths. 🎯 Leadership Edition — For executives, product leaders, and decision-m...
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