Create RAG-Ready Knowledge Bases from Websites using Apify, Gemini & Supabase

About

Convert any website into a searchable vector database for AI chatbots. Submit a URL, choose scraping scope, and this workflow handles everything: scraping, cleaning, chunking, embedding, and storing in Supabase. What it does Scrapes websites using Apify (3 modes: full site unlimited, full site limited, single URL) Cleans content (removes navigation, footer, ads, cookie banners, etc) Chunks text (800 chars, markdown-aware) Generates embeddings (Google Gemini, 768 dimensions) Stores in