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Building My Own GPT-Powered Coding Assistant

  • The individual set up their own GPT-powered coding assistant locally.
  • The assistant was made accessible via an OpenAI-compatible API.
  • A CLI app using argparse was created for better interaction.
  • Prompt design is highlighted as crucial when working with LLMs.
  • Responses were received in under 2 seconds and were of high quality.
  • The quality of responses was comparable to GPT-4 for technical tasks.
  • Exploration of using neovim RPC to display responses in a floating window inside the editor was done.
  • This allowed for offline and personalized coding assistance.
  • Benchmarking model changes over time was made easier through this setup.
  • The project enhanced the individual's understanding of large language models significantly.

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