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Your guide to making sense of the AI boom

Podcasts, book-driven deep dives, and practical resources that cut through the AI noise.

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// Podcast

The Memriq Inference Brief

Weekly AI talk show covering RAG, agents & memory systems. Leadership Edition for execs. Engineering Edition for builders.

Engineering Edition

For Builders

Deep technical dives into RAG architectures, knowledge graphs, agent memory systems, and the implementation patterns behind production AI systems.

#RAG #GraphRAG #Agents #Memory
Spotify Apple Captivate
Leadership Edition

For Executives

Strategic perspectives on AI transformation, organizational change, and the mental models leaders need to navigate the AI landscape.

#AIStrategy #Leadership #Transformation
Spotify Apple Captivate
// Book

Unlocking Data with Generative AI and RAG

Learn the fundamentals and build Agents with RAG-powered memory, Graph-based RAG, and intelligent recall

Developing AI agents that remember, adapt, and reason over complex knowledge is now possible with RAG. This hands-on guide explores how to design AI agents with cutting-edge coverage of memory systems, LangMem, and GraphRAG.

2nd Edition Bestseller January 2026

This second edition of the bestselling guide expands into the future of agentic systems, showing how to build intelligent, explainable, and context-aware applications powered by RAG pipelines.

  • → Architect graph-powered RAG agents with ontology-driven knowledge bases
  • → Build semantic caches to improve response speed and reduce hallucinations
  • → Code memory pipelines for working, episodic, semantic, and procedural recall
  • → Implement agentic learning using LangMem and prompt optimization strategies
  • → Use Neo4j, LangChain, and vector databases in production-ready RAG pipelines
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PACKT PUBLISHING

Unlocking Data with Generative AI and RAG

Learn the fundamentals and build Agents with RAG-powered memory, Graph-based RAG, and intelligent recall

Keith Bourne

Second Edition

// About

Keith Bourne

Staff LLM Data Scientist at Magnifi by TIFIN, founder of Memriq AI, and host of The Memriq Inference Brief.

Memriq AI is a learning hub for people trying to keep up with a fast-moving AI world—without drowning in hype. We turn big ideas into usable mental models and implementation patterns.

Author of Unlocking Data with Generative AI and RAG (Packt, 2nd Edition). Building at the intersection of knowledge graphs, memory architectures, and agentic systems.

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