Build Multi-Agent AI Teams with RAG & Custom Tools! (No-Code) | FlowiseAI

How to Build Multi-Agent AI Teams with RAG & Custom Tools In this video about building multi-agent AI teams with RAG and Custom Tools you will learn to take take your agentflows to the next level. You will learn how to add a custom knowledge base (a PDF file) to the flow and also create a custom tools for sending emails. 🙏 Support My Channel: Buy me a coffee ☕ : https://www.buymeacoffee.com/leonvanzyl PayPal Donation: https://www.paypal.com/ncp/payment/EKRQ8QSGV6CWW 📑 Useful Links: Make.com: https://www.make.com/en/register?pc=leonvanzyl 💬 Chat with Like-Minded Individuals on Discord: https://discord.gg/VwHZzbNawh 🧠 I can build your chatbots for you! https://www.cognaitiv.ai 🕒 TIMESTAMPS: 00:00 - Intro 02:16 - Creating the Agent Team 04:55 - Writing Worker Prompts (Pro Tip) 08:22 - Adding Vector Retrieval Tool (RAG) 11:34 - Improving Team Behavior 13:00 - Custom Tool (Email Sender) 15:13 - Make.com 18:29 - Setting up Gmail Connection 22:29 - Testing our Team ----------------------------------------------- 🧑‍💻 Custom Tool Code Snippet: ----------------------------------------------- const fetch = require('node-fetch'); const url = ''; const options = { method: 'POST', headers: { 'Content-Type': 'application/json' }, body: JSON.stringify({ message: $message }) }; try { const response = await fetch(url, options); const data = await response.json(); return data.message; } catch (error) { console.error(error); return ''; }