Spring AI: Beginner to Guru

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John Thompson • 470,000+ Enrollments Worldwide

4:17:06

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1. Introduction

1. Course Introduction.mp4

02:47

2. Instructor Introduction.mp4

03:11

3.1 GettingTheMostSpringAI.pdf

3. Getting the Most Out of Your Course.mp4

02:16

4.1 DevlopmentEnvSpringAI.pdf

4. Setting Up Your Development Environment.mp4

04:10

5. Is Your IDE Free Like A Puppy.mp4

02:45

6. Free 120 Day IntelliJ Trial.html

7. Course Slack Room - Chat with Your Instructor and Other Students.html

8. Github Workflow.mp4

12:20

2. Introduction to AI

1.1 2 - RoadMap.pdf

1. Introduction.mp4

00:50

2.1 TypesOfAI.pdf

2. Types of Artificial Intelligence.mp4

06:12

3.1 IntroToLLMs.pdf

3. Introduction to Large Language Models (LLMs).mp4

06:49

4.1 OpenAIOverview.pdf

4. Overview of OpenAI.mp4

08:32

5. AI Quiz.html

3. Introduction to Spring AI with OpenAI

1.1 3 - RoadMap.pdf

1. Introduction.mp4

01:39

2. Get Your OpenAI API Key.html

3.1 Ending Source.html

3. Create New Spring Boot Project.mp4

03:13

4.1 Ending Source.html

4.2 Starting Source.html

4. Configure OpenAI API Keys.mp4

04:08

5.1 Ending Source.html

5.2 Starting Source.html

5. Add OpenAI Service.mp4

05:04

6.1 Ending Source.html

6.2 Starting Source.html

6. Exploring LLM Capabilities.mp4

16:19

7.1 Ending Source.html

7.2 Starting Source.html

7. Create Spring MVC Controller.mp4

03:32

8.1 Ending Source.html

8.2 Starting Source.html

8. Test Controller with Postman.mp4

03:16

9.1 Ending Source.html

9.2 Starting Source.html

9. Using Prompt Templates.mp4

05:19

10.1 Ending Source.html

10.2 Starting Source.html

10. Directing OpenAI to format the Response.mp4

06:06

11.1 Ending Source.html

11.2 Starting Source.html

11. Directing OpenAI to Respond with JSON.mp4

03:22

12.1 Ending Source.html

12.2 Starting Source.html

12. Binding OpenAI Responses With JSON Schema.mp4

06:44

13.1 Starting Source.html

13. OpenAI Response Meta Data.mp4

02:54

14. Assn - Binding City with Info.html

4. Prompt Engineering

1.1 4 - RoadMap.pdf

1. Introduction.mp4

02:02

2.1 OverviewOfPromptEngineering.pdf

2. Overview on Prompt Engineering.mp4

04:19

3.1 Starting Source.html

3. Giving Clear and Precise Instructions.mp4

05:18

4.1 Starting Source.html

4. Giving the Model Time to Think.mp4

06:26

5.1 Starting Source.html

5. Summarizing.mp4

04:43

6.1 Starting Source.html

6. Inferring.mp4

04:05

7.1 Source Code.html

7. Zero Shot and Few Shot Prompting.mp4

13:28

8.1 Starting Source.html

8. Chain of Thought.mp4

04:12

9.1 Starting Source.html

9. Using System Messages.mp4

04:28

5. Retrieval Augmented Generation - RAG

1.1 5 - RoadMap.pdf

1. Introduction.mp4

02:05

2.1 OverviewOfRAG.pdf

2. Overview of Retrevial Augmented Generation.mp4

04:29

3.1 Ending Source.html

3.2 Starting Source.html

3. Configure Vector Store.mp4

03:39

4.1 Ending Source.html

4.2 Starting Source.html

4. Configure Vector Store Data Load.mp4

06:07

5. Assignment - Create Ask Answer Endpoint.html

6.1 Ending Source Code.html

6.2 Starting Source Code.html

6. Returning Documents from Vector Store.mp4

06:58

7.1 Ending Source.html

7.2 Starting Source.html

7. Improving Prompt Performance - Embedding Config.mp4

04:40

8.1 Ending Source.html

8.2 Starting Source.html

8. Improving Prompt Performance - Trimming Data.mp4

05:53

9.1 Ending Source.html

9.2 Starting Source.html

9. Providing Document Meta Data.mp4

04:19

6. AI Recommendation Expert with RAG

1.1 6 - RoadMap.pdf

1. Introduction.mp4

03:20

2.1 OverviewOfTowing.pdf

2. Overview of Towing.mp4

07:04

3.1 Ending Source.html

3. Spring Boot Project Review.mp4

02:27

4.1 Ending Source.html

4.2 Starting Source.html

4. Configure Milvus Vector Database.mp4

05:07

5.1 Ending Source.html

5.2 Starting Source.html

5. Vector Store Data to Load.mp4

05:18

7. OpenAI Functions

1.1 7 - RoadMap.pdf

1. Introduction.mp4

02:23

2.1 OverviewOfFunctionCalling.pdf

2. Overview of Function Calling with OpenAI.mp4

04:02

3.1 Ending Source.html

3. Spring Boot Project Review.mp4

02:11

4. Get API Ninjas API Key.mp4

01:43

5.1 Ending Source.html

5.2 Starting Source.html

5. Use System Message to Improve Model Response.mp4

02:57

8. Spring AI Image Generation and Vision

1.1 8 - RoadMap.pdf

1. Introduction.mp4

01:22

2.1 OverviewOfImageGen.pdf

2. Overview of Image Generation with OpenAI.mp4

04:15

3.1 Ending Source.html

3. Code Review of Spring Boot Project.mp4

01:59

4.1 Ending Source.html

4.2 Starting Source.html

4. Using DALL-E 3 OpenAI Model.mp4

02:18

5.1 Ending Source.html

5.2 Starting Source.html

5. Implement Spring MVC Endpoint.mp4

02:51

9. Spring AI Text to Speech

1.1 OverviewOfTextToSpeech.pdf

1. Overview of Text to Speech with OpenAI.mp4

02:26

2.1 Ending Source.html

2. Spring Boot Project Review.mp4

02:11

3.1 Ending Source.html

3.2 Starting Source.html

3. Implement Spring MVC Endpoint.mp4

02:14

10. Spring AI Speech to Text

1.1 OverviewOpenAISpeechToTxt.pdf

1. Overview of Speech to Text.mp4

02:19

Description

Use Java to Unlock the Power of OpenAI's ChatGPT Artificial Intelligence (AI) with Spring AI

What You'll Learn?

Learn how to use Spring AI to interact with OpenAI
How to write effective Prompts for Large Language Models
Use Retrieval Augmented Generation to Improve Response Capabilities
Generate Speech from Text
Generate Text from Speech

Who is this for?

Any Java Developer wishing to get started using OpenAI

What You Need to Know?

Java and Spring Experience is Required

Understanding of working with RESTful APIs

Able to use Docker to run a Docker Compose Script

More details

Description
Traditionally accessing Artificial Intelligence Models, such as OpenAI's ChatGPT, has been the domain of programming languages Python and Javascript.
Not any more. Spring AI unlocks the power of Generative AIÂ for Java developers.
The Spring AI project aims to streamline the development of applications that incorporate artificial intelligence functionality without unnecessary complexity.
Spring AI provides support for all major Artificial Intelligence models, including:
OpenAI
Azure OpenAI
Amazon Bedrock
HuggingFace
Ollama
Google VertextAIÂ (PaLM2 and Gemini)
Mistral AI
Antrhopic
WatsonxAI
Spring AI also supports image generation AI models from OpenAIÂ and Stability.
Retrieval Augmented Generation is an important use case for dealing with AI models. Spring AI includes robust support for all major Embedding Models and all popular vector databases.
No prior experience with AIÂ is needed for this course.
You will start the course with a solid overview of what Artificial Intelligence is.
Next you'll have a hands on section to develop a RESTful APIÂ to ask OpenAI's ChatGPT questions. In this section, you will learn how we can instruct the model to return data in the format we desire.
Since no AIÂ experience is required, the next section of the course builds upon what you learned with a formal look at Prompt Engineering. Prompt Engineering is a collection techniques to improve the quality and accuracy of responses from AIÂ Models.
Retrieval Augmented Generation (RAG) is an important technique to provide Large Language Models with additional information required to the user's query to complete specialized tasks.
You will see how we can use RAG to develop AIÂ experts to perform high specialized tasks.
The AI models are not just limited to working with textual information.
In this course you will also see how to use AI to create images, create audio files from text, and how to transcribe audio files to text.
Learn all this and more in Spring A:IÂ Beginner to Guru. Enroll today!
Who this course is for:
Any Java Developer wishing to get started using OpenAI

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Artificial Intelligence

John Thompson • 470,000+ Enrollments Worldwide

Instructor's Courses

Hi. I'm John.I've been in the IT industry for over 25 years. Today, I specialize mainly in Java, the most successful and widely known programming language in use today. I also specialize with the Spring Framework, which the most popular open source application framework for building enterprise class applications on the Java platform. Just some of the organizations I've worked with include Visa, Kohls, Federal Home Loan Bank, and Belk Department Stores.Through the courses I'm providing, I hope to leverage my years of experience to accelerate your learning of the Spring Framework. I'm not going to lie to you. The Spring Framework is a big framework. The environment for enterprise Java is even bigger. If you're new to Java, you have a lot to learn. I hope through the content on this web site I can accelerate your education of the Java and Spring landscape.

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