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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

LLM Context

#446 Mar 10, 2024 pro

Building on the previous episode, we look at refactoring our background job into a more maintainable object and provide context to the LLM so that we can chain together responses for a more conversational experience.

rails ai artificial intelligence background processing machine learning

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

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