Build AI Applications with Spring AI
Build AI Applications with Spring AI
Create Java AI Applications with Spring AI 1.0
About the Book
Create AI applications using Spring AI
This book uses Spring AI 1.0.
The book is a work in progress. As Spring AI 1.0 is still under active development, this book will wait for Spring AI 1.0 to be finalized.
Finished content:
Spring AI Basics
- Chat Completion
- Streaming Chat Completion
- Structured Output Converter
- Multimodal Input
RAG
- Vector store
About the Author
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Table of Contents
- Spring AI Basics
- Getting Started
- Prerequisites
- Java
- Spring AI
- Ollama
- Spring Boot Application
- Use Model Service
- Prerequisites
- Chat Completion
- Model
- ChatModel
- Message
- ChatOptions
- Generation
- ChatResponseMetadata
- Prompts
- Chat Response
- ChatClient
- Build Prompts
- Call Models
- Handle Response
- ChatClient Builder
- Use Custom Chat Options
- Global Default Chat Options
- Request Level Chat Options
- Prompt Template
- Request Response Advisor
RequestResponseAdvisor
LoggingAdvisor
- Use
AdvisorSpec
- Enable
RequestResponseAdvisor
- Ollama
- Streaming Chat Completion
- StreamingChatModel
- Streaming Web Application
- Structured Output Converter
- StructuredOutputConverter
- ListOutputConverter
- MapOutputConverter
- BeanOutputConverter
- Use ChatClient
- Multimodal Input
- Media
- Image Understanding
- RAG Introduction
- Reduce Hallucinations
- Naive RAG
- Embedding Model
EmbeddingModel
- Use
EmbeddingModel
- Documents
- Create Documents
- Document Reader
- TextReader
- JsonReader
- Document Transformer
- Document Writer
- Vector Store
- VectorStore
- Similarity Search
- VectorStore REST API
- SimpleVectorStore
- Save and Load
- Chroma
- Installation
- Spring AI Integration
- Vector Store Cloud Services
- MongoDB Atlas
- Getting Started
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