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Prompt engineering for text generation: Difference between revisions
Prompt engineering for text generation (view source)
Revision as of 14:34, 4 April 2023
, 4 April 2023→Structure of a Prompt
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===Context or External Information=== | ===Context or External Information=== | ||
Context or external information is the additional information for the model that might not exist in the model. They can be manually inserted into the prompt, retrieved via a vector database ([[retrieval augmentation]]), or gathered from other sources such as [[APIs]]. Providing context helps the model generate more informed and precise responses. | Context or external information is the additional information for the model that might not exist in the model. They can be manually inserted into the prompt, retrieved via a vector database ([[retrieval augmentation]]), or gathered from other sources such as [[APIs]]. Providing context helps the model generate more informed and precise responses. | ||
*Context or external information is entirely optional. | |||
===Example(s)=== | ===Example(s)=== | ||
Example(s) are a few instances of user input/query along with corresponding output provided by the user and shown to the language model. It is often utilized in [[few-shot prompting]] and is entirely optional. | |||
===User Input or Query=== | ===User Input or Query=== | ||