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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Tag
rag
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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