https://tube.grossholtz.net/videos/watch/a751fbc2-7330-4391-9ac8-bd33a519644d In this comprehensive Flowise AI tutorial you will learn how to keep your Document Stores up to date by building a real-world project - an AI driven Business Directory. You will also learn how to use a workflow automation platform - n8n - to build a workflow that uses the NEW FlowiseAI APIs to refresh the Document Stores. By adding a Record Manager you will also keep your knowledge base free from duplicate or stale data. 🙏 Support My Channel: Buy me a coffee ☕ : https://www.buymeacoffee.com/leonvanzyl PayPal Donation: https://www.paypal.com/ncp/payment/EKRQ8QSGV6CWW 📑 Useful Links: Download workflows and sample data: https://drive.google.com/drive/folders/1tmedbLnIXjDMsRby0tArHsSReeJA15Cs?usp=drive_link FlowiseAI Cloud: https://flowiseai.com/auth/signup?referralCode=LEONVZ FlowiseAI Playlist: https://www.youtube.com/playlist?list=PL4HikwTaYE0H7wBxhvQqxYcKOkZ4O3zXh n8n Cloud: https://n8n.partnerlinks.io/f7f19w3vrhin n8n Tutorial Playlist: https://www.youtube.com/playlist? 🧠 I can build your chatbots for you! https://www.cognaitiv.ai 🕒 TIMESTAMPS: 00:00 - Intro 03:31 - Setting up Flowise locally 03:56 - Create Chatflow 06:58 - Create Document Store 07:23 - Setting up Airtable 10:45 - Pinecone setup 12:05 - Setting up Record Manager 13:56 - Adding Doc store to chatflow 14:28 - Deploy chatbot 16:44 - Automation overview 17:38 - Flowise APIs 18:34 - Adding n8n workflow automation 21:52 - API Retrieve Store Details 23:12 - Auth and Flowise API Key 24:29 - Extract Document Loaders 25:51 - API Process Loader 27:58 - API Upsert Data 30:39 - Filtering Doc Loaders Mon, 06 Apr 2026 03:15:10 GMT https://validator.w3.org/feed/docs/rss2.html PeerTube - https://tube.grossholtz.net https://tube.grossholtz.net/client/assets/images/icons/icon-512x512.png https://tube.grossholtz.net/videos/watch/a751fbc2-7330-4391-9ac8-bd33a519644d All rights reserved, unless otherwise specified in the terms specified at https://tube.grossholtz.net/about and potential licenses granted by each content's rightholder.