<ul><li>GitHub has introduced SecondBrain, a new action that allows the use of LLMs (Language Model Models) within GitHub Actions workflows.</li><li>SecondBrain works by deploying Ollama as a Docker container to host LLMs and automates the process of constructing RAG (Retrieval Augmented Generation) prompts using git commit details.</li><li>The SecondBrain action enables users to generate summaries of commits to the main branch, making it easier to understand changes without inspecting the diff directly.</li><li>This action leverages a local, private LLM hosted by Ollama and does not require external services.</li></ul>

Private LLMs for GitHub Actions

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