langchain_patterns

SKILL.md

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.

| 1 | Doküman güncellendiğinde vektör veritabanı senkronize oluyor mu? | | 2 | Alakasız sorularda "Bilmiyorum" diyebiliyor mu? | | 3 | Cevaplar kaynak dokümandaki hangi satıra dayanıyor (Atıf)? |

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. Source: vuralserhat86/antigravity-agentic-skills.

Open your terminal or command line tool (Terminal, iTerm, Windows Terminal, etc.) Copy and run this command: npx skills add https://github.com/vuralserhat86/antigravity-agentic-skills --skill langchain_patterns Once installed, the skill will be automatically configured in your AI coding environment and ready to use in Claude Code or Cursor

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