AI Powered RAG Chatbot for Your Docs + Google Drive + Gemini + Qdrant

★ 6.5 · n8n · complex · 163 nodes

AI Powered RAG Chatbot for Your Docs is an n8n automation template that builds a retrieval-augmented generation chatbot on top of your document library: it accepts user questions via webhook, retrieves relevant chunks from a Qdrant vector store, and generates grounded answers through Google Gemini or OpenAI. Reach for it when your team is tired of manually searching through shared drives for answers, when you want staff or customers to query internal knowledge bases in plain language over Telegram or Slack, or when you need a document Q&A assistant wired into existing cloud storage. Trigger: webhook. Integrations: Google Drive, Google Docs, Google Gemini, OpenAI, Qdrant, Telegram, Slack, Airtable, AWS S3, Shopify. The template is imported into n8n and requires API keys for the services used plus a running Qdrant instance for vector storage. The direction is answering questions from existing documents, not creating or editing them. Works well for teams whose knowledge lives in Google Drive or compatible storage; not a fit when target systems lack API access or when documents cannot leave a fully air-gapped environment.