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langchain4j-rag-implementation-patterns

giuseppe-trisciuoglio/developer-kit

Installs303
Install command
npx skills add https://github.com/giuseppe-trisciuoglio/developer-kit --skill langchain4j-rag-implementation-patterns
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About this skill
Use this skill when: Implement complete Retrieval-Augmented Generation (RAG) systems with LangChain4j. RAG enhances language models by providing relevant context from external knowledge sources, improving accuracy and reducing hallucinations. Create a new Spring Boot project with required dependencies: pom.xml : Configure document loading and processing: Create document ingestion service: Setup content retrieval with filtering: Define AI service with context retrieval: Poor Retrieval Results Slow Performance High Memory Usage - Building knowledge-based AI applications requiring external document access - Implementing question-answering systems over large document collections - Creating AI assistants with access to company knowledge bases - Building semantic search capabilities for document repositories - Implementing chat systems that reference specific information sources - Creating AI applications requiring source attribution - Building domain-specific AI systems with curated knowledge - Implementing hybrid search combining vector similarity with traditional search - Creating AI applications requiring real-time document updates - Building multi-modal RAG systems with text, images, and other content types - Use recursive splitting with 500-1000 token chunks for most applications - Maintain 20-50 token overlap between chunks for context preservation - Consider document...

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FAQ
What does langchain4j-rag-implementation-patterns do?

langchain4j-rag-implementation-patterns is listed in SkillJury, but the source summary is still sparse.

Is langchain4j-rag-implementation-patterns good?

langchain4j-rag-implementation-patterns does not have approved reviews yet, so SkillJury cannot publish a community verdict.

What agent does langchain4j-rag-implementation-patterns work with?

langchain4j-rag-implementation-patterns currently lists compatibility with codex, gemini-cli, opencode, cursor, github-copilot, claude-code.

What are alternatives to langchain4j-rag-implementation-patterns?

Skills in the same category include telegram-bot-builder, flutter-app-size, sharp-edges, iterative-retrieval.

How do I install langchain4j-rag-implementation-patterns?

npx skills add https://github.com/giuseppe-trisciuoglio/developer-kit --skill langchain4j-rag-implementation-patterns

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