AI Multi-Agent Content Repurposing Team Setup

Overview

• Purpose: Automatically repurpose long-form content (YouTube videos, blog posts, podcasts) across social channels.
• Demo: Using a YouTube video repurposing agent.
  • Triggers on new video upload.
  • Generates and posts a blog article, social media posts, and emails.
• Availability: Template available for free, customizable.

Key Components

• Human in the Loop: Important for reviewing and iterating content before posting.
• Multi-Agent System: Utilizes several specialized agents.
  • Manager Agent: Central control, interacts with sub-agents and tools.
  • Sub-Agents: Specialists for specific tasks (e.g., blog writing, email composing).

System Breakdown

1. System Overview
   • Explanation of the agent hierarchy and operations.
2. When to Use Multi-Agent Systems
   • Feedback and iteration capabilities.
   • Higher reliability in complex workflows.
   • Specialization and division of tasks.

Software Utilized

• Relevance AI: No-code AI tool and agent builder.
  • Capable of building multi-agent systems.
  • Begins with a beginner tutorial available on the YouTube channel.

Agent and Workflow Setup

• YouTube Repurposing Manager Agent: Central agent handling task delegation.
  • Sub-Agents: Blog writer, email writer, LinkedIn writer, expost writer.
  • Use of YouTube transcription tool by sub-agents.
• Triggers and Workflow:
  • Manual or automatic triggers based on YouTube uploads.
  • Iterative feedback loop for content refinement.

Benefits of Multi-Agent Systems

• Feedback Loop: Allows human feedback before final posting.
• Reliability: Simplifies complex workflows by dividing tasks.
• Error Reduction: Limits token errors and improves processing.
• Evaluation Agents: Potential for agents to check content reliability.

Live Demonstration

• Process: From video upload to posting on Webflow, X, LinkedIn, and sending emails.
• Iterative Feedback: Ability to change, review, and approve content at different stages.

Detailed Setup

• Manager Agent Prompt: Detailed instructions for task delegation and interaction.
• Sub-Agent Prompts: Optimized for specific content types (e.g., blogs, social media posts).
• Flow Builders: Detailed SOPs for workflow management.

Tools and Integration

• Social Media Posting Tools: Integration with platforms like LinkedIn, X, and Webflow.
  • Uses make.com for simplified API interactions.
• Webhooks and Make.com: Connects Relevance AI with various platforms for automated posting.
• Approval Steps: Allows human intervention for image uploads and final checks.

Additional Topics

• Content Iteration: Fine-tuning content before posting.
• Potential for Expansion: Can be adapted to various content types and platforms.
• Community Interest and Business Application: Opportunities for a dedicated community or business services for AI integration.

Conclusion

• Template and Customization: Available for free; adaptable to various use cases.
• Future Content: Potential videos on evaluation agents and community development.