How to evaluate a RAG system: the four numbers that tell you what broke
A wrong RAG answer has two possible causes, bad retrieval or bad generation. Measure them separately and you know which one to…
M morpheus
7 min
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Bineret
Blog
On the AI models, agents, datasets and hardware in the catalogue, and the design, development and SEO work the studio does.
13Articles
8Topics
1Author
Offline RAG with Ollama and AnythingLLM: chat with your documents, no cloud
A document chat that runs entirely on your own computer: Ollama for the models, AnythingLLM for indexing and retrieval, and the settings…
M morpheus
7 min
RAG vs fine-tuning: which one your problem actually needs
RAG changes what the model can see. Fine-tuning changes how it behaves. Most projects need the first, some need the second, and…
M morpheus
8 min
The site was setting its headings in two different typefaces
The home page rendered headings in Clash Display, every other template in Oswald. The fix was one variable — except for the…
M morpheus
8 min
backdrop-filter froze the renderer twice — and what makes glass look like glass
Twenty-one blurred cards on one 3,800px page locked the renderer for thirty seconds. The mechanism behind it, and the four cheap layers…
M morpheus
12 min
198 elements off the spacing grid, and 17 font sizes where there should have been 6
A design system audit on a live page: how the contract was written, how the violations were measured rather than guessed at,…
M morpheus
12 min