August 15, 2023

Exploring OpenAI's API through Elixir for Scheduling Tasks

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Exploring OpenAI's API through Elixir for Scheduling Tasks

Source: revelry.co

Jason Pollentier provides a comprehensive account of his experience using OpenAI's Functions API to build what is termed as 'Agents' in the realm of artificial intelligence. Starting with an abstracted calendar API, he illustrates the potential to orchestrate structured, machine-readable outputs from OpenAI's Language Models (LLMs), which he then uses to perform scheduling tasks. By writing the code in Elixir and utilizing a Livebook for interaction, Pollentier sets up a mock environment to test OpenAI's ability to interpret prompts related to scheduling by making API calls to the mocked functions. The article breaks down into several sections explaining the detailed working of each part of the code, the behavior the agent is expected to exhibit, and the JSON configuration necessary for OpenAI's API to recognize and utilize the provided functions. Pollentier's experiment points towards the potential for integration of such agents into various software ecosystems and ponders upon improvements and differences between different versions of OpenAI's LLMs, particularly GPT-3.5 and GPT-4.

Insights into Elixir's Machine Learning Libraries

Andres C Alejos provides an introduction to machine learning in Elixir and offers a glossary of libraries in the Elixir machine learning ecosystem. He covers libraries such as Elixir-Nx, Axon, Bumblebee, Scholar, Explorer, Scidata, EXGBoost, Ortex, Livebook, and more, highlighting their functionalities and similarities to popular Python libraries.

Aug 17, 2023

Explanation of syntax for calling anonymous functions in Elixir

In this article by José Valim, he explains why Elixir uses a dot when calling anonymous functions. The main reason for this choice is because functions in Elixir have to be identified by name and arity, and using the dot helps avoid naming conflicts and provides clarity in the code.

Aug 14, 2023

Animating a Side Drawer in Phoenix LiveView using JavaScript

Peter Ullrich explains how to animate a side drawer using LiveView in a blog post. They provide code examples and step-by-step instructions for adding show/hide functionality and smooth transitions to the drawer.

Aug 19, 2023