Building Apps with AI Tools: ChatGPT, Semantic Kernel, and Langchain

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Denys Linkov

1:32:45

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01 - Introduction

01 - Welcome.mp4

00:36

01 - welcome.mp4.zip

02 - Setting up your environment.mp4

01:31

02 - 1. Connecting to the ChatGPT API

01 - Introduction to ChatGPT and its parameters.mp4

02:46

02 - Connecting to the ChatGPT API.mp4

03:14

03 - 2. A Discount Bot

01 - Sentiment analysis.mp4

03:51

02 - Providing a discount through a UI.mp4

03:47

03 - Challenge Turning rude customers away.mp4

00:28

04 - Solution Turning rude customers away.mp4

01:54

04 - 3. Building with Semantic Kernel

01 - A simple summarizer with Semantic Kernel.mp4

04:40

02 - Formatting your data with few-shot learning.mp4

04:47

03 - Integrating chain-of-thought reasoning into your app.mp4

04:05

04 - Learning to use Whisper for text to speech.mp4

02:27

05 - Challenge Creating a thinking out loud librarian.mp4

00:41

06 - Solution Creating a thinking out loud librarian.mp4

02:32

05 - 4. Building Document Search with LangChain

01 - Building a simple prompt chain with LangChain.mp4

08:22

02 - Answering questions with a vector DB.mp4

08:53

03 - Semantic search and embeddings.mp4

02:41

04 - Extracting key information from your question.mp4

05:49

05 - Challenge A librarian with a library.mp4

00:38

06 - Solution A librarian with a library.mp4

05:12

06 - 5. Testing ChatGPT Apps

01 - Generating sample data with ChatGPT.mp4

06:50

02 - Generative AIpowered tests.mp4

04:13

03 - Evaluating GenAI prompt performance.mp4

04:47

04 - LLM framework security.mp4

04:00

05 - Challenge Building a GenAI test suite for your librarian.mp4

00:25

06 - Solution Building a GenAI test suite for your librarian.mp4

03:00

07 - Conclusion

01 - Next steps.mp4

00:36

Description

New tools powered by artificial intelligence are changing the way we think about apps. And if you’re a developer looking to integrate your workflow, it’s time to supercharge your existing skills. In this course, instructor Denys Linkov offers an overview of how to build apps and integrate exciting, new open-source tools such as ChatGPT, Semantic Kernel, and LangChain.

Learn how to connect to the ChatGPT API to start building hands-on applications with code. Denys shows you the basics of app development with Semantic Kernel, from formatting to chain-of-thought reasoning, prompting, and OpenAI Whisper for text to speech. By the end of this course, you’ll also get a chance to try out your new skills building document search with LangChain and testing ChatGPT apps.

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Web App Development

Artificial Intelligence

Android Development

iOS Development

Denys Linkov

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Linkedin Learning

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LinkedIn Learning is an American online learning provider. It provides video courses taught by industry experts in software, creative, and business skills. It is a subsidiary of LinkedIn. All the courses on LinkedIn fall into four categories: Business, Creative, Technology and Certifications. It was founded in 1995 by Lynda Weinman as Lynda.com before being acquired by LinkedIn in 2015. Microsoft acquired LinkedIn in December 2016.