Damir

GenAI Unpacked: Beyond Basic

Your function documentation is the new API for AI. Learn how to build agents that can discover and correctly use your code.

GenAI Unpacked: Beyond Basic
#1about 5 minutes

Controlling PowerShell with natural language commands

A live demo shows how a large language model can translate human language into executable PowerShell commands to manage system processes.

#2about 4 minutes

How large language models process text using tokens

Models break down text into numerical tokens for efficient processing, which is a fundamental concept for performance and cost calculation.

#3about 8 minutes

Calculating semantic similarity with embeddings and vectors

Text is converted into numerical vectors (embeddings) to calculate semantic similarity using cosine similarity, enabling features like recommendations and search.

#4about 5 minutes

How completion models generate text probabilistically

LLMs generate text by probabilistically selecting the next token, and the temperature parameter controls the creativity versus determinism of the output.

#5about 3 minutes

Implementing function calling with Semantic Kernel agents

An AI agent uses embeddings to understand user intent and trigger the correct external function or plugin from a library of available tools.

Related jobs
Jobs that call for the skills explored in this talk.

Remote

Name of

Name of

Remote
Intermediate
PHP
Java
+1

Matching moments

Understanding the fundamentals of generative AI for developers
02:00 MIN

Understanding the fundamentals of generative AI for developers

Java Meets AI: Empowering Spring Developers to Build Intelligent Apps

Unlock Moments
Create a free account to watch a limited number of Moments each month.
Upgrade to PRO for unlimited access to the full archive.
Moving beyond hype with real-world generative AI
01:06 MIN

Moving beyond hype with real-world generative AI

Semantic AI: Why Embeddings Might Matter More Than LLMs

Unlock Moments
Create a free account to watch a limited number of Moments each month.
Upgrade to PRO for unlimited access to the full archive.
Understanding the fundamental shift to generative AI
04:05 MIN

Understanding the fundamental shift to generative AI

Your Next AI Needs 10,000 GPUs. Now What?

Unlock Moments
Create a free account to watch a limited number of Moments each month.
Upgrade to PRO for unlimited access to the full archive.
GenAI applications and emerging professional roles
05:32 MIN

GenAI applications and emerging professional roles

Enter the Brave New World of GenAI with Vector Search

Unlock Moments
Create a free account to watch a limited number of Moments each month.
Upgrade to PRO for unlimited access to the full archive.
Defining key GenAI concepts like GPT and LLMs
07:44 MIN

Defining key GenAI concepts like GPT and LLMs

Enter the Brave New World of GenAI with Vector Search

Unlock Moments
Create a free account to watch a limited number of Moments each month.
Upgrade to PRO for unlimited access to the full archive.
Understanding the core components of a GenAI stack
04:45 MIN

Understanding the core components of a GenAI stack

Building Products in the era of GenAI

Unlock Moments
Create a free account to watch a limited number of Moments each month.
Upgrade to PRO for unlimited access to the full archive.
An overview of generative AI and its capabilities
03:10 MIN

An overview of generative AI and its capabilities

Make it simple, using generative AI to accelerate learning

Unlock Moments
Create a free account to watch a limited number of Moments each month.
Upgrade to PRO for unlimited access to the full archive.
Key takeaways for building enterprise GenAI applications
00:41 MIN

Key takeaways for building enterprise GenAI applications

Best practices: Building Enterprise Applications that leverage GenAI

Unlock Moments
Create a free account to watch a limited number of Moments each month.
Upgrade to PRO for unlimited access to the full archive.

Featured Partners

Related Videos

See all videos
Best practices: Building Enterprise Applications that leverage GenAI24:24

Best practices: Building Enterprise Applications that leverage GenAI

Damir

AI: Superhero or Supervillain? How and Why with Scott Hanselman25:17

AI: Superhero or Supervillain? How and Why with Scott Hanselman

Scott Hanselman

Develop AI-powered Applications with OpenAI Embeddings and Azure Search57:52

Develop AI-powered Applications with OpenAI Embeddings and Azure Search

Rainer Stropek

Azure AI Foundry for Developers: Open Tools, Scalable Agents, Real Impact23:33

Azure AI Foundry for Developers: Open Tools, Scalable Agents, Real Impact

Oliver Will

AI'll Be Back: Generative AI in Image, Video, and Audio Production29:54

AI'll Be Back: Generative AI in Image, Video, and Audio Production

Fabian Pottbäcker, Thomas Endres & Martin Foertsch

Exploring LLMs across clouds28:38

Exploring LLMs across clouds

Tomislav Tipurić

Agentic AI - From Theory to Practice: Developing Multi-Agent AI Systems on Azure26:35

Agentic AI - From Theory to Practice: Developing Multi-Agent AI Systems on Azure

Ricardo

Semantic AI: Why Embeddings Might Matter More Than LLMs26:05

Semantic AI: Why Embeddings Might Matter More Than LLMs

Christian Weyer

Related Articles

View all articles
DC
Daniel Cranney
Stephan Gillich - Bringing AI Everywhere
In the ever-evolving world of technology, AI continues to be the frontier for innovation and transformation. Stephan Gillich, from the AI Center of Excellence at Intel, dove into the subject in a recent session titled "Bringing AI Everywhere," sheddi...
Stephan Gillich - Bringing AI Everywhere
EM
Eli McGarvie
13 AI Tools You Have to Try
First, it was NFTs, then it was Web3, and now it’s generative AI… it’s probably time to stop collecting pictures of monkeys and kitties. Chatbots and generative AI are the next big thing. This time we’ve jumped on a trend that has real-world applicat...
13 AI Tools You Have to Try
CH
Chris Heilmann
WWC24 Talk - Scott Hanselman - AI: Superhero or Supervillain?
Join Scott Hanselman at WWC24 to explore AI's role as a superhero or supervillain. Scott shares his 32 years of experience in software engineering, discusses AI myths, ethical dilemmas, and tech advancements. Engage with his live demos and insights o...
WWC24 Talk - Scott Hanselman - AI: Superhero or Supervillain?
DC
Daniel Cranney
How to Use Generative AI to Accelerate Learning to Code
It’s undeniable that generative-AI and LLMs have transformed how developers work. Hours of hunting Stack Overflow can be avoided by asking your AI-code assistant, multi-file context can be fed to the AI from inside your IDE, and applications can be b...
How to Use Generative AI to Accelerate Learning to Code

From learning to earning

Jobs that call for the skills explored in this talk.