Episode
Optimize Your Vector Index for Scale | (Part 3 of 5)
with Mike Carter, Pamela Fox, David Smith, Pablo Castro, and Nitya Narasimhan
Join Pamela Fox and Mike Carter as they explore cutting-edge techniques to optimize storage, scale your vector index, and dive into advanced methods like quantization, Matryoshka learning, and retrieval efficiency. Get expert insights from Pablo Castro, CVP and Distinguished Engineer of Azure AI Search, and David Smith, Principal Developer Advocate, as they break down how these optimization strategies are transforming enterprise AI applications and driving real-world impact. And to bring it all together, Nitya Narasimhan captures the session's key takeaways in a creative doodle summary, making complex ideas easy to remember!
Don't miss this core RAG Time session!
Chapters
- 00:04 - Welcome to RAG Time
- 00:32 - Interview: Real-world impact of optimization techniques in enterprise AI
- 15:33 - Tech Talk and Demonstration
- 32:00 - Doodle Summary
Recommended resources
Join Pamela Fox and Mike Carter as they explore cutting-edge techniques to optimize storage, scale your vector index, and dive into advanced methods like quantization, Matryoshka learning, and retrieval efficiency. Get expert insights from Pablo Castro, CVP and Distinguished Engineer of Azure AI Search, and David Smith, Principal Developer Advocate, as they break down how these optimization strategies are transforming enterprise AI applications and driving real-world impact. And to bring it all together, Nitya Narasimhan captures the session's key takeaways in a creative doodle summary, making complex ideas easy to remember!
Don't miss this core RAG Time session!
Chapters
- 00:04 - Welcome to RAG Time
- 00:32 - Interview: Real-world impact of optimization techniques in enterprise AI
- 15:33 - Tech Talk and Demonstration
- 32:00 - Doodle Summary