Integrating Phoenix LiveView with OpenAI for Real-time Streaming

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Integrating Phoenix LiveView with OpenAI for Real-time Streaming

Source: benreinhart.com

Type: Post

Benjamin Reinhart's guide focuses on the implementation of a streaming service for OpenAI chat completions using Elixir's Phoenix LiveView. The article emphasizes the final steps to set up a highly responsive streaming interface on your site. It starts with creating a LiveView without using Phoenix's generators since data persistence and user authentication are beyond this example's scope. The code examples include defining a LiveView module, setting up a simplistic user interface for chat, and updating the app's layout structure for streaming. Reinhart sequentially takes us through the process of handling form submission, generating chat completions via OpenAI, and asynchronously streaming the data back to the client. The tutorial also details managing socket assign updates in memory due to the lack of a database. Practical insights for enhancing user experience such as adding CSS for message separation and keyboard shortcuts for form submission are also given. This part rounds off by integrating client-side JavaScript with Phoenix LiveView's hook for improved UX. The final product is a fully functional user interface that efficiently streams responses to user messages in real-time using OpenAI.

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