AI use cases
Start from what you are building rather than from a technology. Each use case lists the technologies it takes, in the order you would adopt them.
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RAG chatbot
A chatbot that answers from your own documents instead of from the model's memory, so answers can be traced back to a source.
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Semantic search
Find documents by meaning rather than by keyword, so a search for "how do I cancel" finds the page titled "ending your subscription".
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Image generation
Produce images from a text prompt, and understand why the two dominant approaches differ.
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Customise a model
Adapt a general model to a specific task or style, and keep the cost of doing so proportionate.