A common challenge in data-rich organizations is that critical context about the data is often hard to capture and even harder to keep up to date. As more people across the organization use data and data models get more complex, simply finding the right dataset can be slow and create bottlenecks. Select Star is a
Mar 12
DeepMind’s RAG System with Animesh Chatterji and Ivan Solovyev
Retrieval-augmented generation, or RAG, has become a foundational approach to building production AI systems. However, deploying RAG in practice can be complex and costly. Developers typically have to manage vector databases, chunking strategies, embedding models, and indexing in ... Show More
37m 57s
Mar 10
Reinventing the Python Notebook with Akshay Agrawal
Interactive notebooks were popularized by the Jupyter project and have since become a core tool for data science, research, and data exploration. However, traditional, imperative notebooks often break down as projects grow more complex. Hidden state, non-reproducible execution, p ... Show More
46m 4s
Sep 2025
From RAG to Relational: How Agentic Patterns Are Reshaping Data Architecture
SummaryIn this episode of the AI Engineering Podcast Mark Brooker, VP and Distinguished Engineer at AWS, talks about how agentic workflows are transforming database usage and infrastructure design. He discusses the evolving role of data in AI systems, from traditional models to m ... Show More
52m 58s
Sep 2024
Data for Dummies: A Crash Course for Non-Technical PMs (with Mo Hallaba)
<p>In today's data-driven landscape, organizations often find themselves drowning in a sea of data, yet struggling to glean actionable insights from it. Many companies are eager to label themselves as data-centric, but the reality is that not everyone is equally adept at int ... Show More
23m 23s
Apr 2023
2344: Cloudera: Moving Beyond Big Data to Hybrid Data Mastery
I sit down with Chris Royles, EMEA Field CTO at Cloudera, to discuss the evolution of Big Data and why hybrid data is the next challenge for businesses to tackle. In this episode, we explore how the term 'Big Data' has become dated and how the rapid rise of hybrid data has shifte ... Show More
39m 54s