Mechanical typewriter fused with an AI logic core, outputting metadata like tags, slugs, and descriptions through visual pipelines.

GPT4All Is Impressive—So We’re Building With It (But Not How You Think)

We’re not reviewing GPT4All. We’re building with it. This post kicks off our Engineered AI assistant project—using real tools like Ollama, LlamaIndex, and Flask to create a local, high-context SEO assistant. Built for control. Tested for output.

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