Glossary AI

Fine-Tuning

The process of training a pre-built AI model on specific data so it gets better at a particular task. Different from prompt engineering (which works with the off-the-shelf model) and RAG (which gives the model real-time access to data).

Related terms
Inference
The process of running a trained AI model to get a response. Every agent action runs inference, which costs money and time. Red...
Prompt Engineering
The skill of writing instructions that get an AI model to do what you actually want. Includes role framing, few-shot examples, ...
RAG (Retrieval Augmented Generation)
A technique where an AI model looks up relevant information from a database before generating its answer. Combines a search ind...
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