Creating an AI Agent with Make.com and OpenAI Assistance

Overview

• Demonstration on creating an AI agent using Make.com and OpenAI Assistance.
• Enables conversation via Telegram; also applicable with WhatsApp, Slack, etc.
• Capable of posting on social media, researching topics, and generating images.
• Utilizes OpenAI's function calling for simple scenario creation.
• Modular design for easy understanding and reuse.

Tools and Scenarios

• Research Tool: Uses Perplexity for topic research.
• Image Tool: Uses Flux One for image generation.
• Posting Tool: Uses Make.com's internal Facebook app for direct publishing.

Demo Process

1. Initiating a Post:

   • Start by creating a Facebook post about a topic, e.g., "Deep Seek V3."
   • Message sent via Telegram triggers Make.com scenario.
   • OpenAI Assistant is called to request research using Perplexity.
   • Draft post is returned, and adjustments can be made (e.g., tone).

2. Image Generation:

   • Option to generate an accompanying image.
   • Requests image using the Image Tool scenario.
   • Allows further customization of image content.

3. Publishing to Facebook:

   • Finalized post and image uploaded directly to Facebook.

Design Patterns

• Main Scenario:

  • Triggered by new messages.
  • Utilizes an instant trigger for rapid responses.
  • Uses a Telegram bot for message updates.

• Function Calling:

  • Facilitates tool integration and scenario triggering.
  • Research, Image, and Posting tools trigger respective Make.com scenarios via webhooks.

• Assistant Setup:

  • Create assistants on platform.openai.com.
  • Provide clear system instructions and operational procedures.

Benefits and Applications

• Modularity:

  • Easy to adapt tools and scenarios for various agents.
  • Promotes reuse and reduces complexity.

• Micro Templates:

  • Smaller, agent-specific scenarios with webhooks.
  • Applicable across different agent platforms.

Technical Details

• Data Handling:

  • Uses data stores to manage chat history (thread IDs).
  • Provides context for ongoing conversations.

• Error Handling:

  • Router and error handler for managing OpenAI Assistant errors.
  • Custom filters for specific error responses.

Community and Resources

• Encouragement to subscribe for more AI content.
• Links to community for accessing automation tools and templates.
• Offer of live support and workshops for learning and troubleshooting.