1 min read
Building a Custom GPT for Your Documentation with Azure OpenAI
This pattern works for any documentation. The key is good chunking, quality embeddings, and a well-crafted system prompt that keeps the bot focused on your…
ChatGPT
16 articles
1 min read
Custom GPTs for Enterprise: Building Internal AI Tools
As organizations hand Custom GPTs to teams, my focus has been on governance, access control, and sensible defaults. These notes outline how enterprises can…
1 min read
AI-Powered Visualization: Creating Charts with Natural Language
Visualization has always required a combination of skills that rarely all sit in the same person: data access, statistical understanding, and design…
1 min read
Data Analysis with AI: Practical Patterns and Techniques
The Code Interpreter release this month changed how I approach quick data analysis tasks. Not the deep, production-grade EDA that belongs in a Fabric…
1 min read
ChatGPT Code Interpreter: Data Analysis for Everyone
OpenAI released Code Interpreter for ChatGPT Plus subscribers on July 6, 2023 — and within a week it had become my default tool for quick data exploration…
1 min read
Building Plugins for ChatGPT: Extending AI with Custom Tools
ChatGPT plugins extend AI capabilities with real-time data and actions. Tomorrow, I will cover function calling patterns in more depth.
1 min read
Understanding ChatGPT Plugins Architecture
The plugin ecosystem is just beginning. Now is the time to experiment and understand the patterns.
1 min read
ChatGPT Integration Patterns for Enterprise Applications
Until then, these patterns will help you build production-ready chat experiences.
2 min read
2023 Predictions: Azure, AI, and Data
Closing out 2022 from Australia on New Year's Eve, the technical predictions for 2023 feel more consequential than they ever have—because November 30…
4 min read
ChatGPT: What OpenAI's New AI Chatbot Means for Developers
One week after ChatGPT's launch and it had crossed one million users—a milestone that took Netflix 3.5 years, Facebook 10 months, and Instagram 2.5 months.…
2 min read
ChatGPT as a Learning Tool: Accelerating Your Technical Growth
What ChatGPT did better than any other tool I'd used for technical learning was adapt its explanation level to the question's framing—ask "what is a…
1 min read
Prompt Engineering Basics: Getting Better Results from AI
Poor prompt: "Write code for a website" Better prompt: "Write HTML and CSS for a responsive landing page for a SaaS product. Include a hero section with…
2 min read
Natural Language to Code: The Future of Programming
Input: "Create a Python script that reads a CSV file, filters rows where the 'status' column equals 'active', and exports the result to a new CSV file."
2 min read
AI Pair Programming with ChatGPT: A New Development Paradigm
Let's walk through building a REST API with ChatGPT as our pair. Me: "I need to build a REST API for a task management system. The requirements are: users…
3 min read
ChatGPT in Developer Workflows: Practical Applications
Twenty-four hours after ChatGPT launched, my developer group chats were a stream of screenshots—developers sharing prompts and responses the way we used to…
4 min read
ChatGPT Launches: The AI Revolution Begins Today
ChatGPT launched on November 30, 2022, and I spent most of that day in a state of barely contained astonishment—not because a chatbot was impressive (I'd…