Prompt-Engineering-Guide/pages/techniques.mdx

70 lines
1.5 KiB
Plaintext
Raw Normal View History

2023-03-13 03:14:15 +08:00
# Prompting Techniques
By this point, it should be obvious that it helps to improve prompts to get better results on different tasks. That's the whole idea behind prompt engineering.
While those examples were fun, let's cover a few concepts more formally before we jump into more advanced concepts.
import { Card, Cards } from 'nextra-theme-docs'
<Cards num={12}>
<Card
arrow
title="Zero-shot Prompting"
href="/techniques/zeroshot">
</Card>
<Card
arrow
title="Few-shot Prompting"
href="/techniques/fewshot">
</Card>
<Card
arrow
title="Chain-of-Thought Prompting"
href="/techniques/cot">
</Card>
<Card
arrow
title="Zero-shot CoT"
href="/techniques/zerocot">
</Card>
<Card
arrow
title="Self-Consistency"
href="/techniques/consistency">
</Card>
<Card
arrow
title="Generate Knowledge Prompting"
href="/techniques/knowledge">
</Card>
<Card
arrow
title="Automatic Prompt Engineer"
href="/techniques/ape">
</Card>
<Card
arrow
title="Active-Prompt"
href="/techniques/activeprompt">
</Card>
<Card
arrow
title="Directional Stimulus Prompting"
href="/techniques/dsp">
</Card>
<Card
arrow
title="ReAct"
href="/techniques/react">
</Card>
<Card
arrow
title="Multimodal CoT"
href="/techniques/multimodalcot">
</Card>
<Card
arrow
title="Graph Prompting"
href="/techniques/graph">
</Card>
</Cards>