Spring AI: Beginner to Guru

سرفصل های دوره

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

1. Introduction

1. Course Introduction

2. Instructor Introduction

3.1 GettingTheMostSpringAI.pdf

3. Getting the Most Out of Your Course

4.1 DevlopmentEnvSpringAI.pdf

4. Setting Up Your Development Environment

5. Is Your IDE Free Like A Puppy

6. Free 120 Day IntelliJ Trial.html

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

8. Github Workflow

2. Introduction to AI

1.1 2 - RoadMap.pdf

1. Introduction

2.1 TypesOfAI.pdf

2. Types of Artificial Intelligence

3.1 IntroToLLMs.pdf

3. Introduction to Large Language Models (LLMs)

4.1 OpenAIOverview.pdf

4. Overview of OpenAI

5. AI Quiz.html

3. Introduction to Spring AI with OpenAI

1.1 3 - RoadMap.pdf

1. Introduction

2. Get Your OpenAI API Key.html

3.1 Ending Source.html

3. Create New Spring Boot Project

4.1 Ending Source.html

4.2 Starting Source.html

4. Configure OpenAI API Keys

5.1 Ending Source.html

5.2 Starting Source.html

5. Add OpenAI Service

6.1 Ending Source.html

6.2 Starting Source.html

6. Exploring LLM Capabilities

7.1 Ending Source.html

7.2 Starting Source.html

7. Create Spring MVC Controller

8.1 Ending Source.html

8.2 Starting Source.html

8. Test Controller with Postman

9.1 Ending Source.html

9.2 Starting Source.html

9. Using Prompt Templates

10.1 Ending Source.html

10.2 Starting Source.html

10. Directing OpenAI to format the Response

11.1 Ending Source.html

11.2 Starting Source.html

11. Directing OpenAI to Respond with JSON

12.1 Ending Source.html

12.2 Starting Source.html

12. Binding OpenAI Responses With JSON Schema

13.1 Starting Source.html

13. OpenAI Response Meta Data

14. Assn - Binding City with Info.html

4. Prompt Engineering

1.1 4 - RoadMap.pdf

1. Introduction

2.1 OverviewOfPromptEngineering.pdf

2. Overview on Prompt Engineering

3.1 Starting Source.html

3. Giving Clear and Precise Instructions

4.1 Starting Source.html

4. Giving the Model Time to Think

5.1 Starting Source.html

5. Summarizing

6.1 Starting Source.html

6. Inferring

7.1 Source Code.html

7. Zero Shot and Few Shot Prompting

8.1 Starting Source.html

8. Chain of Thought

9.1 Starting Source.html

9. Using System Messages

5. Retrieval Augmented Generation - RAG

1.1 5 - RoadMap.pdf

1. Introduction

2.1 OverviewOfRAG.pdf

2. Overview of Retrevial Augmented Generation

3.1 Ending Source.html

3.2 Starting Source.html

3. Configure Vector Store

4.1 Ending Source.html

4.2 Starting Source.html

4. Configure Vector Store Data Load

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

7.1 Ending Source.html

7.2 Starting Source.html

7. Improving Prompt Performance - Embedding Config

8.1 Ending Source.html

8.2 Starting Source.html

8. Improving Prompt Performance - Trimming Data

9.1 Ending Source.html

9.2 Starting Source.html

9. Providing Document Meta Data

6. AI Recommendation Expert with RAG

1.1 6 - RoadMap.pdf

1. Introduction

2.1 OverviewOfTowing.pdf

2. Overview of Towing

3.1 Ending Source.html

3. Spring Boot Project Review

4.1 Ending Source.html

4.2 Starting Source.html

4. Configure Milvus Vector Database

5.1 Ending Source.html

5.2 Starting Source.html

5. Vector Store Data to Load

7. OpenAI Functions

1.1 7 - RoadMap.pdf

1. Introduction

2.1 OverviewOfFunctionCalling.pdf

2. Overview of Function Calling with OpenAI

3.1 Ending Source.html

3. Spring Boot Project Review

4. Get API Ninjas API Key

5.1 Ending Source.html

5.2 Starting Source.html

5. Use System Message to Improve Model Response

8. Spring AI Image Generation and Vision

1.1 8 - RoadMap.pdf

1. Introduction

2.1 OverviewOfImageGen.pdf

2. Overview of Image Generation with OpenAI

3.1 Ending Source.html

3. Code Review of Spring Boot Project

4.1 Ending Source.html

4.2 Starting Source.html

4. Using DALL-E 3 OpenAI Model

5.1 Ending Source.html

5.2 Starting Source.html

5. Implement Spring MVC Endpoint

9. Spring AI Text to Speech

1.1 OverviewOfTextToSpeech.pdf

1. Overview of Text to Speech with OpenAI

2.1 Ending Source.html

2. Spring Boot Project Review

3.1 Ending Source.html

3.2 Starting Source.html

3. Implement Spring MVC Endpoint

10. Spring AI Speech to Text

1.1 OverviewOpenAISpeechToTxt.pdf

1. Overview of Speech to Text

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تولید کننده: Udemy