Building LLM-Based Applications with Azure OpenAI with Jay Emery - #657

Building LLM-Based Applications with Azure OpenAI with Jay Emery - #657

Today we’re joined by Jay Emery, director of technical sales & architecture at Microsoft Azure. In our conversation with Jay, we discuss the challenges faced by organizations when building LLM-based applications, and we explore some of the techniques they are using to overcome them. We dive into the concerns around security, data privacy, cost management, and performance as well as the ability and effectiveness of prompting to achieve the desired results versus fine-tuning, and when each approach should be applied. We cover methods such as prompt tuning and prompt chaining, prompt variance, fine-tuning, and RAG to enhance LLM output along with ways to speed up inference performance such as choosing the right model, parallelization, and provisioned throughput units (PTUs). In addition to that, Jay also shared several intriguing use cases describing how businesses use tools like Azure Machine Learning prompt flow and Azure ML AI Studio to tailor LLMs to their unique needs and processes. The complete show notes for this episode can be found at twimlai.com/go/657.

Avsnitt(781)

Visual Recognition in the Cloud for Law Enforcement with Chris Adzima - TWiML Talk #86

Visual Recognition in the Cloud for Law Enforcement with Chris Adzima - TWiML Talk #86

This week on the podcast we’re featuring a series of conversations from the AWS re:Invent conference in Las Vegas. I had a great time at this event getting caught up on the latest and greatest machine...

14 Dec 201735min

Embodied Visual Learning with Kristen Grauman - TWiML Talk #85

Embodied Visual Learning with Kristen Grauman - TWiML Talk #85

This week on the podcast we’re featuring a series of conversations from the AWS re:Invent conference in Las Vegas. I had a great time at this event getting caught up on the latest and greatest machine...

13 Dec 201739min

Real-Time Machine Learning in the Database with Nikita Shamgunov - TWiML Talk #84

Real-Time Machine Learning in the Database with Nikita Shamgunov - TWiML Talk #84

This week on the podcast we’re featuring a series of conversations from the AWS re:Invent conference in Las Vegas. I had a great time at this event getting caught up on the latest and greatest machine...

12 Dec 201739min

re:Invent Roundup Roundtable - TWiML Talk # 83

re:Invent Roundup Roundtable - TWiML Talk # 83

This week on the podcast we’re featuring a series of conversations from the AWS re:Invent conference in Las Vegas. I had a great time at this event getting caught up on the latest and greatest machine...

11 Dec 20171h 6min

Driving Customer Loyalty with Predictive and Conversational AI with Sherif Mityas - TWiML Talk #82

Driving Customer Loyalty with Predictive and Conversational AI with Sherif Mityas - TWiML Talk #82

This week on the podcast we’re running a series of shows consisting of conversations with some of the impressive speakers from an event called the AI Summit in New York City. The theme of the conferen...

8 Dec 201736min

Innovation Factories for AI in FInancial Services with Thierry Derungs - TWiML Talk #81

Innovation Factories for AI in FInancial Services with Thierry Derungs - TWiML Talk #81

This week on the podcast we’re running a series of shows consisting of conversations with some of the impressive speakers from an event called the AI Summit in New York City. The theme of the conferen...

7 Dec 201740min

Block-Sparse Kernels for Deep Neural Networks with Durk Kingma - TWiML Talk #80

Block-Sparse Kernels for Deep Neural Networks with Durk Kingma - TWiML Talk #80

The show is part of a series that I’m really excited about, in part because I’ve been working to bring them to you for quite a while now. The focus of the series is a sampling of the interesting work ...

7 Dec 201744min

AI for Customer Service and Marketing at Aeromexico with Brian Gross - TWiML Talk #79

AI for Customer Service and Marketing at Aeromexico with Brian Gross - TWiML Talk #79

This week on the podcast we’re running a series of shows consisting of conversations with some of the impressive speakers from an event called the AI Summit in New York City. The theme of the conferen...

6 Dec 201729min

Populärt inom Politik & nyheter

svenska-fall
aftonbladet-krim
p3-krim
fordomspodden
rss-krimstad
motiv
flashback-forever
aftonbladet-daily
blenda-2
rss-sanning-konsekvens
rss-krimreportrarna
rss-vad-fan-hande
olyckan-inifran
svd-ledarredaktionen
rss-frandfors-horna
spar
rss-flodet
dagens-eko
krimmagasinet
politiken