Open Daily: 10am - 10pm | Alley door pickup 10am - 7pm 3038 Hennepin Ave Minneapolis, MN
612-822-4611

  • Open Daily: 10am - 10pm
    Alley-side Pickup: 10am - 7pm

    3038 Hennepin Ave Minneapolis, MN
    612-822-4611

Open Daily: 10am - 10pm | Alley-side Pickup: 10am - 7pm
3038 Hennepin Ave Minneapolis, MN
612-822-4611
Spring AI: A Plain-English Guide for Java Developers

Spring AI: A Plain-English Guide for Java Developers

Panda, Rajkumar

Paperback

General ComputersProgramming

ISBN13: 9798175745642
Publisher: Independently Published
Published: Sep 20 2026
Pages: 372
Weight: 1.42
Height: 0.77 Width: 7.00 Depth: 10.00
Language: English
Use AI models in Java the way you already use databases.

Spring AI gives you one API for chat models, embeddings, vector stores and tools, and swaps the provider with a property. This book teaches it by building, not by listing features: thirteen chapters, seventeen complete Spring Boot projects, and every program run on a free local model and on a paid cloud model before a word was written about it.

What you build

  • A support desk that streams its replies, and a router that falls back to a local model when the cloud call fails
  • An invoice parser that returns Java records, with the numbers checked in plain Java
  • A duplicate-ticket detector using embeddings and cosine similarity, with no vector database at all
  • Semantic search over a product catalogue on PostgreSQL with pgvector
  • Question answering over your own PDFs, including why chunk size decides answer quality
  • An order assistant that queries a database and calls a live web API, with an approval gate
  • An MCP server that offers your application's tools to other AI applications
  • A four-layer test suite for answers that change on every run
  • Token, cost and latency accounting per feature, and a production checklist
Written against a verified stack

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