Drifting Ruby

View

Episodes

Sort

Rails Version

Processing Large Jobs

#468 Aug 4, 2024 free

In this episode, we will upload a CSV file but need to pass it into a background job. This can prove to be difficult based on the hosting infrastructure so we'll explore some mechanisms to work around them. We'll also look to optimize Solid Queue to handle the large number of jobs.

rails solid queue background processing active storage

Streaming LLM Responses

#445 Mar 3, 2024 free

In this episode, we look at running a self hosted Large Language Model (LLM) and consuming it with a Rails application. We will use a background to make API requests to the LLM and then stream the responses in real-time to the browser.

rails ai artificial intelligence machine learning background processing

Detect Spam with AI

#427 Nov 5, 2023 free

We can create a small python service that uses a Large Language Model (LLM) to detect if a message is spam or not. Using this service, we can tie it into our Rails application so that any comment created will be evaluated for being spam or not. We explore a few different routes on handling any messages flagged as spam.

rails ai machine learning background processing artificial intelligence

Broadcasting Progress from Background Jobs

#408 Jul 2, 2023 free

In a previous episode, we had created a custom ActionCable channel to assist in broadcasting updates from a background job. With the introduction of Turbo, we can simplify this process as we look at a few different approaches in displaying a progress bar with real time updates from background jobs.

rails hotwire background processing

Transcribing with Artificial Intelligence

#395 Apr 2, 2023 free

In this episode, we look at creating an audio transcription service which allows files uploaded from Active Storage to be transcribed with Artificial Intelligence. However, there are a lot of considerations around the approach from both a performance and thread safety perspectives.

rails artificial intelligence turbo background processing

Learning Paths

Video Logs new

Blog

Merchandise

Forums new