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Artificial Intelligence Masterclass
ChatGPT was lobotomized for coding and GitHub Copilot is broken...
Dec 8, 2024
David Shapiro, a dedicated AI developer, dives into the world of coding assistants and automation. He shares his frustrations with existing tools, leading him to create a personal chatbot designed for coding tasks. Listeners will learn about its impressive error handling and contextual understanding. Shapiro also discusses a straightforward setup for this coding assistant, emphasizing the importance of documentation and inviting feedback for improvements. His journey showcases the innovative spirit driving AI development.
12:36
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Quick takeaways
- The development of a customized coding assistant allows developers to regain control and address frustrations with existing AI coding tools.
- Incorporating best practices like a scratch pad and dynamic inputs significantly enhances the functionality and usability of the coding assistant.
Deep dives
Creating a Custom Coding Assistant
The episode highlights the development of a customized coding assistant to address frustrations with existing coding tools like ChatGPT and GitHub Copilot. By setting clear parameters for the assistant, the developer was able to prompt it to generate Python code specific to their needs. For instance, when instructed to write a function that loads files from a folder and returns them in groups of five, the assistant provided the exact output required. This hands-on approach allowed the developer to regain control over their coding tasks and efficiently solve problems that existing AI tools struggled with.
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Discover
highlights
Listen to the best highlights from the podcasts you love and dive into the full episode