High-Tech AI Integration Workshop: Building Intelligent Assistants with GPTs
Workshop Overview
This workshop is designed for high-tech employees looking to leverage AI to build intelligent assistants and automation workflows. We will cover how GPT models work, how to integrate them using APIs, and how to create customized AI assistants that streamline everyday tasks.
Through hands-on exercises and practical examples, you'll learn how to implement AI in real-world scenarios, build Slack bots, and automate processes using tools like Make, n8n, and Zapier.
Workshop Objectives
Understand how GPT models function and how to leverage them in your company
Learn how APIs work and how to use them to build intelligent assistants
Create a Slack bot that acts as a real assistant, trained on your company's internal data
Develop an AI-powered email responder, customized for your team
Explore advanced use cases for AI integration in high-tech environments
Workshop Agenda
Understanding GPT Models (45 minutes)
How GPT Models Work:
- Explanation of LLMs (Large Language Models)
- Key concepts: Tokenization, prompt engineering, response generation
- Real-life examples of GPT applications in tech
Hands-On Exercise:
- Testing prompts with GPT and evaluating responses
- Analyzing how to optimize prompts for accuracy
Working with APIs (45 minutes)
What is an API?
- Basic concepts and terminology
- How APIs enable GPT integration
- Example: Connecting GPT-4 with a web application
Hands-On Activity:
- Setting up API calls to OpenAI
- Creating basic API requests using Python or Make
Building a Slack Assistant (45 minutes)
How to Create an OpenAI Assistant with Your Data:
- Integrating company documents and knowledge bases
- Ensuring data privacy and compliance
Building a Slack Bot:
- Setting up a bot that interacts with your internal data
- Training the bot to answer company-specific questions
- Improving responses using feedback loops
Hands-On Activity:
- Implementing a Slack bot using Make and OpenAI
- Testing and improving bot interactions
Advanced AI Use Cases (45 minutes)
Automating Email Responses:
- Setting up a GPT-powered email responder
- Training the bot to mimic your writing style
- Use Case: Customer support and internal communication
Additional Use Cases:
-
Zoom Meeting Summaries with Automation:
- Using GPT and automation tools to summarize meetings
- Sending summaries directly to Slack or via email
-
Internal Knowledge Hub:
- GPT-powered search engine for internal documents
-
Automated Ticket Triage:
- Using AI to categorize and prioritize support tickets
Bonus: Automation Tool Comparison
Make vs. n8n vs. Zapier:
- Pros and cons of each tool
- Best use cases based on company size and tech stack
Additional Customizations:
Advanced API Workflows: Creating multi-step automations
Integrating with Other Tools: Including CRM, internal portals, and databases
Data Privacy Considerations: Securing sensitive information when using AI
What You'll Gain
A clear understanding of how GPT models and APIs work
Practical experience in building intelligent Slack assistants
Skills to automate repetitive tasks, saving time and improving efficiency
Ready-to-use templates for AI-powered email and chat responses
Optional Add-Ons
Extended Workshop
Dive deeper into advanced API techniques (1 additional hour)
Follow-Up Q&A Session
Address specific company needs and challenges
Integration Consultation
Personalized guidance on implementing automation in your organization