Applying AI language models
for
Software Developers

The developer's guide to AI language models

Published 2023-09-06


This guide is for software developers that:

  • Have little or casual knowledge of AI language models (i.e. just tinkered with ChatGPT).
  • Want to understand the state of the field and the scope for applying these models for production.

There is a ton of AI information drifting on the internet, and most of it is noise and garbage. I strip all of the hype out, and just present you the most relevant, useful information from a developer’s point of view.

The big picture

No AI language model is truely production-grade as of September 2023. There are many factors contributing to this, here’s some of them:

  • Unreliable capabilities
  • Strict rate limits/ quotas
  • High costs
  • Latency

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