Building a 20 AI Agent Team for Automation

Introduction

• Demonstration on building a 20 AI agent team to manage and automate tasks.
• Future potential of AI agent setups.
• System has access to various software (communication, project management, research, content creation).
• Interaction via voice messages on WhatsApp.

Capabilities of the AI Agent System

• Automates workflows across multiple software with simple commands.
  • Example tasks include finding flights, scheduling meetings, researching leads, publishing content.
• Scheduling capabilities for routine tasks.
• Interaction example: retrieving unread messages, creating a Google Doc, and responding to specific queries.

System Setup Overview

• Setup using Relevance AI and Make.com for integrations.
• Relevance AI: AI agent and tool builder.
• Make.com: workflow automation tool.

Detailed Setup Breakdown

System Architecture

• Director Agent: Orchestrates and delegates tasks.
• Manager Agents: Oversee specific areas (communication, project management, research, content).
• Sub-Agents: Handle specific tasks and have access to tools.

Tools and Capabilities

• Communication: WhatsApp, LinkedIn, Slack, email, calendar.
• Project Management: CRM, Google Docs, Notion.
• Research and Content: Specialized agents for research and content creation.

Automation and Scheduling

• Daily automated tasks can be scheduled.
• Example: retrieving all unread messages daily.

Practical Application

Example Workflows

• Retrieving and summarizing messages.
• Booking flights and communicating options.
• Content creation and social media posting.

Technical Setup

• Use of Make.com scenarios for API calls and integrations.
• Setting up webhooks and API connections.
• Database usage for storing contact information.

Advanced Features

• Voice Call Agent: Can call contacts and update calendars based on conversations.
• Research Agent: Uses Google SERP API for flight and hotel research.
• Content Management: Posts to social media and websites.

Conclusion

• The system is complex but offers significant automation capabilities.
• Ideal for automating workflows with human language commands.
• Continuous development and enhancements planned, including GPT-0 model integration.

Resources and Community

• Templates and community access for detailed replication.
• Additional online resources and tutorials available for further learning.