Introduction to GraphRAG with Stephen Chin

Introduction to GraphRAG with Stephen Chin

Author: Software Huddle September 4, 2024 Duration: 1:03:10
Today we have Stephen Chin, VP of developer relations at Neo4j on the show. Stephen is an author, speaker, and Java expert, we’ll actually be crossing paths in person at the upcoming Infobip Shift conference in September. We got together to talk about GraphRAG. His CTO recently wrote an article titled The GraphRAG Manifesto, and Stephen joined us to explain how a knowledge graph can be used to improve performance over traditional RAG architectures. It also helps address some of the fundamental limitations to LLM adoption from enterprises today, like hallucinations and explainability. GraphRAG is relatively new, but looks like a very promising approach to improving performance for certain generative AI use cases, like customer support.

Every week on Software Huddle, Alex DeBrie and Sean Falconer sit down with a different expert from across the tech landscape. The conversations are less about quick tips and more about substantive discussions, digging into the real challenges and decisions behind building software, launching products, and navigating the industry's constant shifts. You'll hear from practitioners who have been in the trenches, offering perspectives that blend deep technical knowledge with hard-won business and entrepreneurial experience. Alex brings his specialized expertise as the author of The DynamoDB Book and an AWS Data Hero, while Sean contributes a unique viewpoint shaped by over two decades as an engineer, founder, and marketing executive, recognized as a Snowflake Data Superhero. Together, they create a space where complex topics in software development and technology trends become accessible and genuinely engaging. This podcast is for anyone who wants to move beyond surface-level news and understand the "why" behind the tools and strategies shaping our digital world. Tune in for a thoughtful huddle that feels more like a candid conversation between colleagues than a formal interview.
Author: Language: en-us Episodes: 79

Software Huddle
Podcast Episodes
Developer Education and Training with Craig Dennis from Twilio [not-audio_url] [/not-audio_url]

Duration: 52:13
In this episode, We spoke with Craig Dennis from Twilio about developer education and training. Craig's been working in the developer education space for a long time and has a ton of experience. And, of course, Twilio is…
Generative AI and LLMs with Dash Desai from Snowflake [not-audio_url] [/not-audio_url]

Duration: 34:31
If you've been involved with the Snowflake world, today's guest probably can skip an introduction as he is the demo king from the Snowflake Summit and well-known within the Snowflake builder community. We're talking abou…
V0 by Vercel, Bun, RCS on Apple Devices, Retool Breach, & more [not-audio_url] [/not-audio_url]

Duration: 49:55
Our special episode is here, and it's all about the latest news. Join Sean and Alex for an in-depth discussion. Follow Alex: https://twitter.com/alexbdebrie Follow Sean: https://twitter.com/seanfalconer Software Huddle ⤵…
Building Generative AI Apps with Hassan El Mghari from Vercel [not-audio_url] [/not-audio_url]

Duration: 45:41
Over the past couple of months, Generative AI has taken the world by storm. OpenAI’s launch of ChatGPT was a turning point. With each iteration, the Transformer has improved its capabilities while the underlying compute…
Scaling MySQL with Sam Lambert from PlanetScale [not-audio_url] [/not-audio_url]

Duration: 1:21:18
What would it look like if databases were built for developers rather than operators? Sam Lambert is the CEO of PlanetScale, a company that provides a managed MySQL database solution. PlanetScale uses Vitess, a database…