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Phase 6

LangChain4j: The Alternative JVM AI Stack

Spring AI isn't the only serious option on the JVM. LangChain4j's declarative AiServices, its RAG and agent tooling, and a concrete decision framework for choosing between Spring AI, LangChain4j, and Embabel.

1

AiServices: LangChain4j's Declarative Alternative to ChatClient

Everything from the first two guides of this roadmap, rebuilt with LangChain4j's AiServices — a declarative Java interface instead of a fluent builder, with real code comparisons throughout.

langchain4jaiservicesdeclarative
2

Tools, RAG & Agents in LangChain4j

Give a LangChain4j AiService the same superpowers this roadmap built with Spring AI — tool calling, retrieval-augmented generation, and LangChain4j's own composable agentic workflow builders.

langchain4jtoolembeddingstore
3

Choosing Between Spring AI, LangChain4j & Embabel

A concrete decision framework for three JVM AI stacks — and proof that the real answer is often 'both,' with a LangChain4j AiService and a Spring AI ChatClient living in the same application.

langchain4jspring-aiembabel
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