Teaching ChatGPT a New Programming Language - Creating a Custom GPT for Keel

Overview

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Explore the process of teaching ChatGPT a new programming language in this 36-minute video. Dive into AI programming with OpenAI's GPT-4 custom GPT technology as you build a tailored agent for Keel. Learn how to create a custom GPT-4 agent, teach it the Keel schema language, and implement a validation step using Reinforcement Learning with Machine Feedback (RLMF). Discover the potential of GPT agents in software engineering as you cross-compile a golang-based CLI to WebAssembly, deploy functions to Keel, set up a Proxy to Vercel's edge, and explore full-stack development using TypeScript, JavaScript, and React. Gain insights into creating your own GPT agents and understand the practical applications of AI in software development. Enjoy programmer humor and software memes while learning about OpenAI, GPT-4, and their impact on web development and software engineering.

Syllabus

- Intro
- What is Keel?
- Building a GPT on with ChatGPT
- Adding Context to our GPT Teaching Keel
- Validating Results
- Sharing Validation Feedback with our GPT golang + wasm
- Keel CLI: golang to TypeScript with WebAssembly
- Deploying the Validator
- Adding the validator to our GPT
- Deploying a Next.js Validator Proxy to Vercel
- Full, valid schema generation with RLMF Reinforcement Learning with Machine Feedback
- Extra Considerations
- Conclusion