Using OpenAI API
GPT-4o
Simon Willison notes
The size of the vocabulary of the tokenizer - effectively the number of unique integers used to represent text - has increased to ~200,000 from ~100,000 for GPT-4 and GPT-3:5. Inputs in Gujarati use 4.4x fewer tokens, Japanese uses 1.4x fewer, Spanish uses 1.1x fewer. Previously languages other than English paid a material penalty in terms of how much text could fit into a prompt, it’s good to see that effect being reduced.
Developer Survey
Anatomy of OpenAI’s Developer Community is an extensive analysis (with Python code) of all the issues and discussions held on OpenAI’s developer forums.
Tips
Turn off OpenAI scraping for your website with these robots.txt additions.
User-agent: GPTBot
Allow: /directory-1/
Disallow: /directory-2/Also see How to build your own OpenAI cost calculator
Eden AI is a API for APIs that lets you pick and choose from among multiple generative, text analysis, image generation and other APIs.
ReliableGPT is a Python library that optimizes the OpenAI API.
Plugins
OpenAI Examples
See Tweets from OpenAI developer relations @OfficialLoganK
a new plugin which allows uses to host their own data and make it accessible inside of ChatGPT…
Libraries
simpleaichat a Python package for easily interfacing with chat apps like ChatGPT and GPT-4 with robust features and minimal code complexity.
Tracking the API
OpenAI Cookbook a Github repo of examples of using the OpenAI API.
Unofficial dashboard with daily updates of the speed of OpenAI API calls:
