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Figure 8.5: Three ways to give a model knowledge

Three ways to give a model knowledge.
Figure 8.5 Three ways to give a model knowledge. RAG, in accent, pulls fresh or private facts from an external store into the window at question time, leaving the bulk behind; long context places a whole bounded corpus inside one large window for close reading; fine-tuning adjusts the model itself, changing how it behaves and formats rather than what it can look up. RAG is the lowest-risk place to start, which is why it leads.