Hey everyone, I just wrote up a tutorial on building ChatGPT from scratch. I know this has been done before. My unique spin on it focuses on best practices. Building ChatGPT the right way.
Things the tutorial covers:
- How ChatGPT actually works under the hood
- Setting up a dev environment to iterate on prompts and get feedback as fast as possible
- Building a simple System prompt and chat interface to interact with our ChatGPT
- Adding logging and versioning to make debugging and iterating easier
- Providing the assistant with contextual information about the user
- Augmenting the AI with tools like a calculator for things LLMs struggle with
Hope this tutorial is understandable to both beginners and prompt engineer aficionados 🫡
The tutorial uses the PromptLayer platform to manage prompts, but can be adapted to other tools as well. By the end, you'll have a fully functioning chat assistant that knows information about you and your environment.
Let me know if you have any questions!
I'm happy to elaborate on any part of the process. You can read the full tutorial here: https://blog.promptlayer.com/building-chatgpt-from-scratch-the-right-way-ef82e771886e
submitted by /u/jzone3
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