home/categories/llm-ai/wshobson-agents-plugins-llm-application-dev-skills-rag-implementation-skill-md
llm-aidata-ai

rag-implementation

Build Retrieval-Augmented Generation (RAG) systems for LLM applications with vector databases and semantic search. Use when implementing knowledge-grounded AI, building document Q&A systems, or integrating LLMs with external knowledge bases.

wshobson
maintainer
wshobson
अपडेट किया गया 3/7/2026
स्टार
33377
फोर्क
3622
quick start

Installation and usage

Build Retrieval-Augmented Generation (RAG) systems for LLM applications with vector databases and semantic search. Use when implementing knowledge-grounded AI, building document Q&A systems, or integrating LLMs with external knowledge bases.

इंस्टॉलेशन
$ install --globalskills.sh
उपयोग

इंस्टॉल करने के बाद, आप टर्मिनल में यह कमांड चलाकर इस स्किल का उपयोग कर सकते हैं:

skills use rag-implementation