[Template] TopAI: Sub-30ms RAG Web Scraper & TokenSlimmer (-70% LLM Costs)

Hey n8n community! :waving_hand:

We built a set of zero-overhead, deterministic edge workflow nodes to slash OpenAI & Anthropic API bills and clean web content before hitting vector stores:

  1. Clean Web-to-Markdown Scraper [API-01] : Extracts pure markdown without running headless browsers (<30ms).
  2. TokenSlimmer AST Compressor [API-09] : Prunes noise and whitespace to cut LLM token costs by up to 70%.
  3. SEPA VoP & IBAN Validator [API-138] : Compliant with the 2025/2026 European EPC042-25 banking mandate.

:rocket: How to import this workflow:

Simply copy the JSON code block below and press Ctrl+V (or Cmd+V) directly inside your n8n canvas:

:high_voltage: Resources & Free Sandbox