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Demo - Generating an Image

Understanding Plugins and Functions

Demo - Creating a First Application with Semantic Kernel

Demo - Creating a Plugin with Functions

Key Components of Semantic Kernel

Understanding Semantic Kernel

Storing Keys in Your Application Securely

Demo - Storing Keys Securely

Doing More with the Kernel

Demo - Working with Different AI Services

Demo - Setting up the Kernel Using DI

Working with Chat History

Demo - Working with Chat History

Reducing the History

Demo - Reducing the History

Crafting Prompts

Using Prompt Templates

Demo - Working with Good and Bad Prompts

Using HandleBars Template Syntax

Demo - Using HandleBars Syntax to Create a Prompt for Semantic Kernel

Demo - Using Prompt Templates

Understanding Plugins and Functions

Demo - Using a Function with a Complex Type Parameter and Return Type

Demo - Using Plugins and Functions

Working with Built-in Plugins

Demo - Working with Function Advertising and Choice Behaviors

Demo - Using Built-in Plugins

Adding File-based Prompt Functions

Demo - Using File-based Prompt Plugins

Adding Filters for User Consent

Using RAG with Functions

Demo - Adding Filters

Using OpenAPI Plugins

Demo - Using a Function for RAG

Demo - Using OpenAPI Plugins

Module Introduction

Demo - Registering Semantic Kernel

Demo - Doing More with Prompts

Demo - Generating Content

Demo - Exploring the Code

Demo - Using Plugins

Demo - Adding RAG

Demo - Adding RAG with Functions

Understanding Embeddings

Working with Semantic Kernel Memory

Demo - Setting up and Using Kernel Memory

Demo - Creating Embeddings Using Semantic Kernel

Using AI Agents

Demo - Creating a Weather Agent

Demo - Creating Collaborating AI Agents

Adding Logging for Debugging Scenarios

Course Summary

Demo - Adding Observability