RAG System Builder Skill

Build complete local RAG systems that work offline with document ingestion, semantic search, and AI-powered Q&A.

🎯 What This Skill Does

This skill guides you through building a complete RAG system that:

• Ingests documents from multiple formats (TXT, PDF, DOCX, MD, HTML, JSON, XML)
• Generates embeddings using sentence-transformers (offline, no API needed)
• Stores vectors locally using FAISS for fast similarity search
• Provides Q&A interface through CLI and web interface
• Works completely offline - no external API calls required

📦 Prerequisites

# Python 3.8+ required
python --version