home/categories/llm-ai/giuseppe-trisciuoglio-developer-kit-skills-langchain4j-langchain4j-rag-implementation-patterns-skill-md
llm-aidata-ai

langchain4j-rag-implementation-patterns

Implement Retrieval-Augmented Generation (RAG) systems with LangChain4j. Build document ingestion pipelines, embedding stores, vector search strategies, and knowledge-enhanced AI applications. Use when creating question-answering systems over document collections or AI assistants with external knowledge bases.

giuseppe-trisciuoglio
maintainer
giuseppe-trisciuoglio
Updated 1/14/2026
Stars
60
Forks
2
quick start

Installation and usage

Implement Retrieval-Augmented Generation (RAG) systems with LangChain4j. Build document ingestion pipelines, embedding stores, vector search strategies, and knowledge-enhanced AI applications. Use when creating question-answering systems over document collections or AI assistants with external knowledge bases.

Installation
$ install --globalskills.sh
Usage

Once installed, you can use this skill by running the following command in your terminal:

skills use langchain4j-rag-implementation-patterns