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## Overview
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## Overview
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One common prompting technique for achieving better performance is to include examples as part of the prompt. This is known as [few-shot prompting](/docs/concepts/few-shot-prompting).
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One common prompting technique for achieving better performance is to include examples as part of the prompt. This is known as [few-shot prompting](/docs/concepts/few_shot_prompting).
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This gives the [language model](/docs/concepts/chat_models/) concrete examples of how it should behave.
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This gives the [language model](/docs/concepts/chat_models/) concrete examples of how it should behave.
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Sometimes these examples are hardcoded into the prompt, but for more advanced situations it may be nice to dynamically select them.
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Sometimes these examples are hardcoded into the prompt, but for more advanced situations it may be nice to dynamically select them.
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