Flowise v3 Tutorial: Build an AI Agent with Web Search & Knowledge Base

🚀 Access ALL video resources & get personalized help in my community: https://www.skool.com/agentic-labs/ab... Learn how to build powerful AI agents using Flowise v3 — a no-code AI builder packed with new features like AgentFlows, custom knowledge bases, web search integration, and email automation. In this step-by-step tutorial, we’ll walk you through creating an AI assistant that can search Google, answer questions from uploaded documents, and connect to tools like Gmail and external APIs. 🔧 You’ll also discover how to set up document stores, chunk and vectorize your data with OpenAI embeddings, and integrate a Postgres vector database using platforms like Supabase. Plus, we explore real-world tools like SERP API and Composio to extend your AI agent’s capabilities even further. 🙏 Support My Channel: Buy me a coffee ☕ : https://www.buymeacoffee.com/leonvanzyl PayPal Donation: https://www.paypal.com/ncp/payment/EK... 📑 Useful Links: Sign up for Flowise Cloud: https://cloud.flowiseai.com/register?... Flowise v3 Playlist:    • FlowiseAI v3 Tutorial   🕒 TIMESTAMPS 00:00 - Intro & What’s New in Flowise v3 00:43 - Demo: Querying a Custom Knowledge Base 01:46 - Performing a Live Web Search with an AI Agent 02:35 - Sending Emails via Gmail Integration 03:30 - Building AI Agents Using Flowise Agentflows 04:28 - Adding Tools like Web Search & Calculators 05:33 - Using SERP API in Flowise 06:56 - Handling Current Date with Date/Time Tool 08:00 - Creating and Managing Document Stores 09:17 - Uploading Data & Chunking Documents 10:44 - Vector Database & Embeddings Setup 12:00 - Avoiding Duplicates with Record Manager 13:27 - Uploading & Abserting Menu Data (CSV) 14:33 - Testing Document Retrieval 15:10 - Using the Document Store in Your Agent 16:00 - Integrating with External Apps using Composio 17:26 - Setting up Gmail Integration via Composio 18:52 - Sending Emails from Agent (Demo) 19:45 - Outro & What’s Coming in Future Videos #flowise #aiagents