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88 lines
2.1 KiB
Markdown
88 lines
2.1 KiB
Markdown
# Prompting-Techniken
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import { Cards, Card } from 'nextra-theme-docs';
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import {
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CardsIcon,
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OneIcon,
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WarningIcon,
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FilesIcon,
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} from 'components/icons';
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Das Prompt-Engineering hilft dabei, Prompts effektiv zu gestalten und zu verbessern, um bessere Ergebnisse bei verschiedenen Aufgaben mit LLMs zu erzielen.
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Während die vorherigen grundlegenden Beispiele unterhaltsam waren, behandeln wir in diesem Abschnitt fortgeschrittenere Techniken des Prompt-Engineerings, die es uns ermöglichen, komplexere Aufgaben zu bewältigen und die Zuverlässigkeit und Leistung von LLMs zu verbessern.
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<Cards>
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<Card
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icon={<FilesIcon />}
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title="Zero-Shot Prompting"
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href="/techniques/zeroshot"
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/>
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<Card
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icon={<FilesIcon />}
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title="Few-Shot Prompting"
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href="/techniques/fewshot"
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/>
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<Card
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icon={<FilesIcon />}
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title="Chain-of-Thought Prompting"
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href="/techniques/cot"
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/>
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<Card
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icon={<FilesIcon />}
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title="Selbstkonsistenz"
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href="/techniques/consistency"
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/>
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<Card
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icon={<FilesIcon />}
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title="Generiertes Wissens-Prompting"
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href="/techniques/knowledge"
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/>
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<Card
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icon={<FilesIcon />}
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title="Tree of Thoughts Prompting"
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href="/techniques/tot"
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/>
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<Card
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icon={<FilesIcon />}
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title="Retrieval Augmented Generation"
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href="/techniques/rag"
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/>
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<Card
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icon={<FilesIcon />}
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title="Automatic Reasoning and Tool-Use"
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href="/techniques/art"
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/>
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<Card
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icon={<FilesIcon />}
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title="Automatic Prompt Engineer"
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href="/techniques/ape"
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/>
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<Card
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icon={<FilesIcon />}
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title="Active-Prompt"
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href="/techniques/activeprompt"
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/>
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<Card
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icon={<FilesIcon />}
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title="Direct Stimulus Prompting"
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href="/techniques/dsp"
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/>
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<Card
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icon={<FilesIcon />}
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title="Program-Aided Language"
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href="/techniques/pal"
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/>
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<Card icon={<FilesIcon />} title="ReAct" href="/techniques/react" />
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<Card
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icon={<FilesIcon />}
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title="Multimodal CoT"
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href="/techniques/multimodalcot"
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/>
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<Card
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icon={<FilesIcon />}
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title="Graph-Prompting"
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href="/techniques/graph"
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/>
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</Cards>
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