Mastering Spring AI : Build AI with Java

سرفصل های دوره

Harness the Power of AI to Transform Your Java Applications

1 - Introduction

1 - Introduction

2 - Basic Concept of AI

2 - Artificial Intelligence AI overview

3 - AI Model

4 - GPT Generative Pretrained Transformer

3 - Working with Open AI API

5 - Working WIth Open AI

6 - Sign up for Open AI Account

7 - Add Billing Information

8 - Generate API Keys

9 - Spring boot hello world with Open AI

9 - openai-api-demo.zip

10 - Explanation of the flow.html

11 - Understanding ChatResponse object

11 - openai-api-demo-chatresponse.zip

12 - Create model service and controllers

12 - openai-api-demo-recipe.zip

13 - Prompts and Prompt Template

14 - Prompt Template Example

14 - openai-api-demo-prompt-template1.zip

15 - Resource Template Example

4 - Spring AI Structured Output

16 - Generating Structured Output

17 - Structured Output example with List and Map

18 - Structured Output example with Object

18 - springboot-structureed-output-demo.zip

5 - RAG RetrievalAugmented Generation

19 - Vector Store in AI

20 - Vector storevector database and Embeddings

21 - RAG Example

22 - PGVector example

22 - springai-pgvector-insert.zip

22 - springai-pgvector-retrival.zip

23 - Croma db example for similarity search

23 - springai-cromadb-demo.zip

24 - Redis Vector db with spring ai

24 - springai-redis-vector-demo.zip

25 - MongoDB Atlas Vector Search

25 - pspringai-mongodb-vector-demo.zip

26 - Cassandra Vector Search Example

27 - Neo4j Vector Search Example

27 - springai-neo4j-vector-search-demo.zip

28 - Oracle Vector Search Example

28 - springai-oracle-vector-search-demo.zip

29 - Milvus Vector Search Example

29 - springai-milvus-vector-search-demo.zip

30 - Typesense Vector Search Example

30 - springai-typesense-vector-search-demo.zip

31 - Weaviate Vector Search Example

31 - spring-weaviate-vector-search-demo.zip

32 - Qdrant Vector Search Example

32 - springai-qdrant-vector-search-demo.zip

33 - Opensearch Vector Search Example

33 - springai-opensearch-vector-search-demo.zip

6 - Function calling in Spring AI

34 - Function calling in Spring AI

35 - Function Calling example using OpenAI

35 - springai-openai-functioncalling-example.zip

7 - Image generation and audio text to speech and speech to text

36 - Image Generation API using Spring AI

37 - Generating image using Spring AI

38 - Text to Speech example using Spring AI

39 - Text to Speech properties

40 - Text to Speech Steaming audio

40 - springai-openai-tts-demo001.zip

41 - Speech to Text Transcription API

41 - springai-openai-transcription-demo.zip

8 - Running LLM locally

42 - Install Ollama for Windows

43 - Install Ollama for Unix ubuntu

44 - Ollama Spring Boot demo

45 - LM Studio for running local LLM

46 - LM Studio example with spring boot

46 - springbootai-exaamples.zip

47 - Other AI Providers

9 - Other LLM Provider example

48 - Azure open ai example

48 - springai-azureopenai-demo.zip

49 - Amazon Bedrock setup and example

49 - springai-amazonbedrock-demo.zip

50 - Mistral AI Example

50 - springai-mistralai-demo.zip

51 - Google Vertex Gemini setup and example

51 - springai-google-vertex-gemini001.zip

10 - Observability in Spring AI

52 - Observability example in Spring AI

53 - Tracing using zipkin

53 - springai-observability-demo.zip

11 - ETL Pipeline

54 - ETL Pipeline Overview

55 - Document class

56 - ETL Pipeline demo

56 - SpirngAI-etl-pipeline.zip

57 - Metadata enrichment

58 - Metadata Enrichment example

58 - springai-etl-pipeline-demo.zip

59 - ETL PDF Reader example

59 - SpirngAI-etl-pipeline.zip

60 - ETL JSON Reader example

60 - SpirngAI-etl-pipeline.zip

61 - ETL Markdown Reader example

61 - SpirngAI-etl-pipeline.zip

12 - Best practices to store secret or api keys

62 - Storing secret

63 - Storing key in Google Secret Manager

63 - spring-gcp-secret-openai-key-demo.zip

64 - Storying key in AWS Secret Manager

65 - Storing key in Azure Key Vault

13 - Thank You

66 - Thank you

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تولید کننده: Udemy