Custom GPT & Multi-Agent System Lecture Notes

Jul 11, 2024

Week 1 Day 3 - Custom GPT & Multi-Agent System

Welcome and Introduction

  1. Hosts: Vito and Faisal
  2. Opening Remarks: Encouraged attendees to stay motivated.
  3. Agenda: Lecture, Q&A, practice session, assignment briefing, and announcements.
  4. Class Setup: Use laptop for better following along and tools access.
  5. Class Rules:
    • Mute microphones
    • Turn on cameras if possible
    • Take notes
    • Submit questions in the chat
    • Stay comfortable and enjoy

Lecture Overview

Part 1: Custom GPT Basics

  1. What is Custom GPT?

    • More specialized and personalized for user needs.
    • Can add new knowledge not included in base GPT.

  2. Difference to ChatGPT

    • ChatGPT: General framework with basic training up to 2021.
    • Custom GPT: Enhanced with added instructions and specific knowledge.

  3. Applications of Custom GPT

    • Brands can input guidelines for consistency.
    • Tasks can be specified for digital marketing, copywriting, etc.
    • Knowledge sources: PDFs, documents, links (limited to accessible open data).
    • Cautions against hallucination and misinformation.

Part 2: Implementation and Setup

  1. Example Task: Generate image from text or other image as reference.

    • Details on setting missions, instructions, rules, and knowledge base.
    • Hands-on walkthrough on creating a custom GPT for generating children's book illustrations.

  2. Key Capabilities

    • Image Generation
    • Web Browsing
    • Code Interpretation for more complex tasks

  3. Feedback Handling

    • Tested different scenarios, received feedback, refined instructions.
    • Issues of data form and relevance addressed dynamically.

Practical Usage and Demonstrations

  1. SEO Research and Content Creation

    • Demo of a SEO research multi-agent GPT tool: SEO Revo.
    • Steps covered: Research, Improve, Outline generation.
    • Each step handled by different specialized agents (Research Ro, Improve Ro, Outline Ro).

  2. How to Setup Multi-Agent GPT

    • Described structure: Missions, Instructions, Agents, Commands, Variables.
    • Defined commands to summon specific agents.
    • Example: Capturing different aspects using agents for comprehensive tasks.

Assignment Briefing

  1. Project Brief

    • Goal: Create a custom GPT relevant to personal or professional needs.
    • Examples: Simplify concepts for children, detailed research bots, etc.
    • Submission: Detailed description, user guide, shared custom GPT link.

  2. Deadline: Thursday, 11:59 PM.

  3. Consultation Hours: Optional slots for individual help.

Closing Announcements

  1. Attendance and Feedback Form: Provided link, encourage completion.
  2. Next Meeting: Information on Friday's session.

Contacts for Assistance

  • Use Slack for further questions or assistance from Vito and Faisal.