Knowledge Base RAG · igorbeethetech bundle Build complete knowledge base systems where users can add files (PDF, DOCX, TXT/MD), website URLs, and plain text — and an AI agent searches all of it via advanced RAG. Think of it as building Copilot Studio's "Knowledge" feature. Can generate EITHER n8n workflow JSONs OR application code (TypeScript/Python) depending on how the user is building their project. Applies state-of-the-art RAG techniques including contextual chunking, hybrid search (vector + BM25), reranking, and metadata filtering. Trigger this skill whenever the user mentions: knowledge base, RAG system, document ingestion, file upload for AI, vector search, AI agent with custom data, "like Copilot Studio Knowledge", embedding pipeline, semantic search, or any system where content is ingested and queried by an AI. Also trigger when the user is building an application that needs RAG capabilities, regardless of the tech stack.
