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LLM Usage

#524 Aug 24, 2025 pro

In this episode, we track our prompt and completion tokens that are called from our application. This is a small feature, but can raise important insights to the usage of LLMs in our application as well as some user behavior.

rails model ai machine learning

Model Context Protocol

#521 Aug 3, 2025 free

Model Context Protocol (MCP) is an API interface for your applications that are formatted in a way that machine learning platforms can interact with them. They can be used to generate AI insights, perform tasks based on user input or other things.

rails ai machine learning api

Vibe Coding

#503 Apr 1, 2025 free

Time to stop hiring $100k/year developers and hire an intern for $10k/year and pay $100/year for an AI Agent. The intern doesn't even need to understand the code it is generating and just help guide it to the solution. Sadly, this has to be said because people do not watch the content. This is satire.

rails april fools ai machine learning

Embeddings

#499 Mar 9, 2025 pro

In this episode, we explore embeddings and how they improve search and recommendations by converting text into numerical vectors. We'll set up a Rails 8 app with PostgreSQL + PG Vector, generate embeddings, and perform similarity searches.

rails model ai machine learning search

Generative Text

#479 Oct 20, 2024 pro

In this episode, we look at adding generative text, in the form of an answer, from either Ollama or OpenAI whenever a user creates question.

rails ai machine learning

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