function calling notes
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|
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|
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|
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|
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<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 64 64" fill="currentColor">
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|
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d="M60,36.75H55.25V30A4.26,4.26,0,0,0,51,25.75H33.25v-8.5H38A1.25,1.25,0,0,0,39.25,16V4A1.25,1.25,0,0,0,38,2.75H26A1.25,1.25,0,0,0,24.75,4V16A1.25,1.25,0,0,0,26,17.25h4.75v8.5H13A4.26,4.26,0,0,0,8.75,30v6.75H4A1.25,1.25,0,0,0,2.75,38V56A1.25,1.25,0,0,0,4,57.25H16A1.25,1.25,0,0,0,17.25,56V38A1.25,1.25,0,0,0,16,36.75H11.25V30A1.76,1.76,0,0,1,13,28.25H30.75v8.5H26A1.25,1.25,0,0,0,24.75,38V56A1.25,1.25,0,0,0,26,57.25H38A1.25,1.25,0,0,0,39.25,56V38A1.25,1.25,0,0,0,38,36.75H33.25v-8.5H51A1.76,1.76,0,0,1,52.75,30v6.75H48A1.25,1.25,0,0,0,46.75,38V56A1.25,1.25,0,0,0,48,57.25H60A1.25,1.25,0,0,0,61.25,56V38A1.25,1.25,0,0,0,60,36.75ZM27.25,5.25h9.5v9.5h-9.5Zm-12.5,49.5H5.25V39.25h9.5Zm22,0h-9.5V39.25h9.5Zm22,0h-9.5V39.25h9.5Z"
|
||||||
|
/>
|
||||||
|
</svg>
|
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<svg
|
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xmlns="http://www.w3.org/2000/svg"
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|
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viewBox="0 0 24 24"
|
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|
||||||
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|
||||||
|
>
|
||||||
|
<path
|
||||||
|
stroke-linecap="round"
|
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|
stroke-linejoin="round"
|
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|
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|
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|
/>
|
||||||
|
</svg>
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After Width: | Height: | Size: 444 B |
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<svg
|
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xmlns="http://www.w3.org/2000/svg"
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fill="none"
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viewBox="0 0 24 24"
|
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stroke-width="1.5"
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stroke="currentColor"
|
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>
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<path
|
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stroke-linecap="round"
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stroke-linejoin="round"
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d="M19.5 14.25v-2.625a3.375 3.375 0 00-3.375-3.375h-1.5A1.125 1.125 0 0113.5 7.125v-1.5a3.375 3.375 0 00-3.375-3.375H8.25m0 12.75h7.5m-7.5 3H12M10.5 2.25H5.625c-.621 0-1.125.504-1.125 1.125v17.25c0 .621.504 1.125 1.125 1.125h12.75c.621 0 1.125-.504 1.125-1.125V11.25a9 9 0 00-9-9z"
|
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|
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|
</svg>
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<svg
|
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xmlns="http://www.w3.org/2000/svg"
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fill="none"
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viewBox="0 0 24 24"
|
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stroke-width="1.5"
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stroke="currentColor"
|
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>
|
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<path
|
||||||
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stroke-linecap="round"
|
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stroke-linejoin="round"
|
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d="M15.75 17.25v3.375c0 .621-.504 1.125-1.125 1.125h-9.75a1.125 1.125 0 01-1.125-1.125V7.875c0-.621.504-1.125 1.125-1.125H6.75a9.06 9.06 0 011.5.124m7.5 10.376h3.375c.621 0 1.125-.504 1.125-1.125V11.25c0-4.46-3.243-8.161-7.5-8.876a9.06 9.06 0 00-1.5-.124H9.375c-.621 0-1.125.504-1.125 1.125v3.5m7.5 10.375H9.375a1.125 1.125 0 01-1.125-1.125v-9.25m12 6.625v-1.875a3.375 3.375 0 00-3.375-3.375h-1.5a1.125 1.125 0 01-1.125-1.125v-1.5a3.375 3.375 0 00-3.375-3.375H9.75"
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/>
|
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|
</svg>
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After Width: | Height: | Size: 670 B |
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|
|||||||
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<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 576 512" fill="currentColor">
|
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<path
|
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|
d="M64 32C64 14.3 49.7 0 32 0S0 14.3 0 32v96V384c0 35.3 28.7 64 64 64H256V384H64V160H256V96H64V32zM288 192c0 17.7 14.3 32 32 32H544c17.7 0 32-14.3 32-32V64c0-17.7-14.3-32-32-32H445.3c-8.5 0-16.6-3.4-22.6-9.4L409.4 9.4c-6-6-14.1-9.4-22.6-9.4H320c-17.7 0-32 14.3-32 32V192zm0 288c0 17.7 14.3 32 32 32H544c17.7 0 32-14.3 32-32V352c0-17.7-14.3-32-32-32H445.3c-8.5 0-16.6-3.4-22.6-9.4l-13.3-13.3c-6-6-14.1-9.4-22.6-9.4H320c-17.7 0-32 14.3-32 32V480z"
|
||||||
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/>
|
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</svg>
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After Width: | Height: | Size: 553 B |
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<svg
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xmlns="http://www.w3.org/2000/svg"
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fill="none"
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viewBox="0 0 24 24"
|
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stroke-width="1.5"
|
||||||
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stroke="currentColor"
|
||||||
|
>
|
||||||
|
<path
|
||||||
|
stroke-linecap="round"
|
||||||
|
stroke-linejoin="round"
|
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|
d="M4.745 3A23.933 23.933 0 003 12c0 3.183.62 6.22 1.745 9M19.5 3c.967 2.78 1.5 5.817 1.5 9s-.533 6.22-1.5 9M8.25 8.885l1.444-.89a.75.75 0 011.105.402l2.402 7.206a.75.75 0 001.104.401l1.445-.889m-8.25.75l.213.09a1.687 1.687 0 002.062-.617l4.45-6.676a1.688 1.688 0 012.062-.618l.213.09"
|
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/>
|
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|
</svg>
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After Width: | Height: | Size: 490 B |
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<svg
|
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xmlns="http://www.w3.org/2000/svg"
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fill="none"
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viewBox="0 0 24 24"
|
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stroke-width="1.5"
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stroke="currentColor"
|
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>
|
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<path
|
||||||
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stroke-linecap="round"
|
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stroke-linejoin="round"
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|
d="M4.5 12a7.5 7.5 0 0015 0m-15 0a7.5 7.5 0 1115 0m-15 0H3m16.5 0H21m-1.5 0H12m-8.457 3.077l1.41-.513m14.095-5.13l1.41-.513M5.106 17.785l1.15-.964m11.49-9.642l1.149-.964M7.501 19.795l.75-1.3m7.5-12.99l.75-1.3m-6.063 16.658l.26-1.477m2.605-14.772l.26-1.477m0 17.726l-.26-1.477M10.698 4.614l-.26-1.477M16.5 19.794l-.75-1.299M7.5 4.205L12 12m6.894 5.785l-1.149-.964M6.256 7.178l-1.15-.964m15.352 8.864l-1.41-.513M4.954 9.435l-1.41-.514M12.002 12l-3.75 6.495"
|
||||||
|
/>
|
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|
</svg>
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After Width: | Height: | Size: 660 B |
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|
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|
<svg
|
||||||
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xmlns="http://www.w3.org/2000/svg"
|
||||||
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fill="none"
|
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viewBox="0 0 24 24"
|
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stroke-width="1.5"
|
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stroke="currentColor"
|
||||||
|
>
|
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<path
|
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stroke-linecap="round"
|
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stroke-linejoin="round"
|
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d="M12 21a9.004 9.004 0 008.716-6.747M12 21a9.004 9.004 0 01-8.716-6.747M12 21c2.485 0 4.5-4.03 4.5-9S14.485 3 12 3m0 18c-2.485 0-4.5-4.03-4.5-9S9.515 3 12 3m0 0a8.997 8.997 0 017.843 4.582M12 3a8.997 8.997 0 00-7.843 4.582m15.686 0A11.953 11.953 0 0112 10.5c-2.998 0-5.74-1.1-7.843-2.918m15.686 0A8.959 8.959 0 0121 12c0 .778-.099 1.533-.284 2.253m0 0A17.919 17.919 0 0112 16.5c-3.162 0-6.133-.815-8.716-2.247m0 0A9.015 9.015 0 013 12c0-1.605.42-3.113 1.157-4.418"
|
||||||
|
/>
|
||||||
|
</svg>
|
After Width: | Height: | Size: 670 B |
@ -0,0 +1,8 @@
|
|||||||
|
<svg viewBox="0 0 15 15" xmlns="http://www.w3.org/2000/svg">
|
||||||
|
<path
|
||||||
|
d="M14 11.0001V4.00006L1 4.00006L1 11.0001H14ZM15 4.00006V11.0001C15 11.5523 14.5523 12.0001 14 12.0001H1C0.447715 12.0001 0 11.5523 0 11.0001V4.00006C0 3.44778 0.447715 3.00006 1 3.00006H14C14.5523 3.00006 15 3.44778 15 4.00006ZM2 5.25C2 5.11193 2.11193 5 2.25 5H5.75C5.88807 5 6 5.11193 6 5.25V9.75C6 9.88807 5.88807 10 5.75 10H2.25C2.11193 10 2 9.88807 2 9.75V5.25ZM7.5 7C7.22386 7 7 7.22386 7 7.5C7 7.77614 7.22386 8 7.5 8H10.5C10.7761 8 11 7.77614 11 7.5C11 7.22386 10.7761 7 10.5 7H7.5ZM7 9.5C7 9.22386 7.22386 9 7.5 9H12.5C12.7761 9 13 9.22386 13 9.5C13 9.77614 12.7761 10 12.5 10H7.5C7.22386 10 7 9.77614 7 9.5ZM7.5 5C7.22386 5 7 5.22386 7 5.5C7 5.77614 7.22386 6 7.5 6H11.5C11.7761 6 12 5.77614 12 5.5C12 5.22386 11.7761 5 11.5 5H7.5Z"
|
||||||
|
fill="currentColor"
|
||||||
|
fill-rule="evenodd"
|
||||||
|
clip-rule="evenodd"
|
||||||
|
/>
|
||||||
|
</svg>
|
After Width: | Height: | Size: 902 B |
@ -0,0 +1,29 @@
|
|||||||
|
export { default as FilesIcon } from './files.svg'
|
||||||
|
export { default as MarkdownIcon } from './markdown.svg'
|
||||||
|
export { default as TailwindIcon } from './tailwind.svg'
|
||||||
|
export { default as LinkIcon } from './link.svg'
|
||||||
|
export { default as LightningIcon } from './lightning.svg'
|
||||||
|
export { default as GlobeIcon } from './globe.svg'
|
||||||
|
export { default as PictureIcon } from './picture.svg'
|
||||||
|
export { default as CodeIcon } from './code.svg'
|
||||||
|
export { default as BrushIcon } from './brush.svg'
|
||||||
|
export { default as DropperIcon } from './dropper.svg'
|
||||||
|
export { default as StarsIcon } from './stars.svg'
|
||||||
|
export { default as FormulaIcon } from './formula.svg'
|
||||||
|
export { default as WarningIcon } from './warning.svg'
|
||||||
|
export { default as ChevronRightIcon } from './chevron-right.svg'
|
||||||
|
export { default as BoxIcon } from './box.svg'
|
||||||
|
export { default as GearIcon } from './gear.svg'
|
||||||
|
export { default as RowsIcon } from './rows.svg'
|
||||||
|
export { default as CardsIcon } from './cards.svg'
|
||||||
|
export { default as OneIcon } from './one.svg'
|
||||||
|
export { default as CloudIcon } from './cloud.svg'
|
||||||
|
export { default as TableIcon } from './table.svg'
|
||||||
|
export { default as FileIcon } from './file.svg'
|
||||||
|
export { default as NewsletterIcon } from './newsletter.svg'
|
||||||
|
export { default as ArrowRightIcon } from './arrow-right.svg'
|
||||||
|
export { default as SwitchIcon } from './switch.svg'
|
||||||
|
export { default as TerminalIcon } from './terminal.svg'
|
||||||
|
export { default as DiagramIcon } from './diagram.svg'
|
||||||
|
export { default as FolderTreeIcon } from './folder-tree.svg'
|
||||||
|
export { default as IdCardIcon } from './id-card.svg'
|
@ -0,0 +1,7 @@
|
|||||||
|
<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24" fill="currentColor">
|
||||||
|
<path
|
||||||
|
fill-rule="evenodd"
|
||||||
|
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|
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|
clip-rule="evenodd"
|
||||||
|
/>
|
||||||
|
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|
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<svg
|
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|
xmlns="http://www.w3.org/2000/svg"
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||||||
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fill="none"
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viewBox="0 0 24 24"
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stroke-width="1.5"
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|
stroke="currentColor"
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>
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<path
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stroke-linecap="round"
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stroke-linejoin="round"
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<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24">
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<path
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fill="currentColor"
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/>
|
||||||
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|
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<svg
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xmlns="http://www.w3.org/2000/svg"
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fill="none"
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viewBox="0 0 24 24"
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stroke-width="1.5"
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stroke="currentColor"
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>
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<path
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stroke-linecap="round"
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stroke-linejoin="round"
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<svg
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xmlns="http://www.w3.org/2000/svg"
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fill="currentColor"
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stroke="none"
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viewBox="-1 0 19 19"
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>
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<path
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d="M16.417 9.6A7.917 7.917 0 1 1 8.5 1.683 7.917 7.917 0 0 1 16.417 9.6zM9.666 6.508H8.248L6.09 8.09l.806 1.103 1.222-.945v4.816h1.547z"
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/>
|
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|
</svg>
|
After Width: | Height: | Size: 266 B |
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|
<svg
|
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|
xmlns="http://www.w3.org/2000/svg"
|
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|
fill="none"
|
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viewBox="0 0 24 24"
|
||||||
|
stroke-width="1.5"
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|
stroke="currentColor"
|
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>
|
||||||
|
<path
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|
stroke-linecap="round"
|
||||||
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stroke-linejoin="round"
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d="M2.25 15.75l5.159-5.159a2.25 2.25 0 013.182 0l5.159 5.159m-1.5-1.5l1.409-1.409a2.25 2.25 0 013.182 0l2.909 2.909m-18 3.75h16.5a1.5 1.5 0 001.5-1.5V6a1.5 1.5 0 00-1.5-1.5H3.75A1.5 1.5 0 002.25 6v12a1.5 1.5 0 001.5 1.5zm10.5-11.25h.008v.008h-.008V8.25zm.375 0a.375.375 0 11-.75 0 .375.375 0 01.75 0z"
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|
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|
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<svg
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xmlns="http://www.w3.org/2000/svg"
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fill="none"
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viewBox="0 0 24 24"
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stroke-width="1.5"
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stroke="currentColor"
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>
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<path
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stroke-linecap="round"
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stroke-linejoin="round"
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d="M3.75 12h16.5m-16.5 3.75h16.5M3.75 19.5h16.5M5.625 4.5h12.75a1.875 1.875 0 010 3.75H5.625a1.875 1.875 0 010-3.75z"
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</svg>
|
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|
<svg
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xmlns="http://www.w3.org/2000/svg"
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fill="none"
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viewBox="0 0 24 24"
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stroke-width="1.5"
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stroke="currentColor"
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>
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<path
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stroke-linecap="round"
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stroke-linejoin="round"
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</svg>
|
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<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24">
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<path
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fill="currentColor"
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d="M7 18q-2.5 0-4.25-1.75T1 12q0-2.5 1.75-4.25T7 6h10q2.5 0 4.25 1.75T23 12q0 2.5-1.75 4.25T17 18Zm0-2h10q1.65 0 2.825-1.175Q21 13.65 21 12q0-1.65-1.175-2.825Q18.65 8 17 8H7Q5.35 8 4.175 9.175Q3 10.35 3 12q0 1.65 1.175 2.825Q5.35 16 7 16Zm0-1q1.25 0 2.125-.875T10 12q0-1.25-.875-2.125T7 9q-1.25 0-2.125.875T4 12q0 1.25.875 2.125T7 15Zm5-3Z"
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</svg>
|
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<svg
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|
xmlns="http://www.w3.org/2000/svg"
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fill="none"
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viewBox="0 0 24 24"
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stroke-width="1.5"
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stroke="currentColor"
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>
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<path
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stroke-linecap="round"
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stroke-linejoin="round"
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d="M3.375 19.5h17.25m-17.25 0a1.125 1.125 0 01-1.125-1.125M3.375 19.5h7.5c.621 0 1.125-.504 1.125-1.125m-9.75 0V5.625m0 12.75v-1.5c0-.621.504-1.125 1.125-1.125m18.375 2.625V5.625m0 12.75c0 .621-.504 1.125-1.125 1.125m1.125-1.125v-1.5c0-.621-.504-1.125-1.125-1.125m0 3.75h-7.5A1.125 1.125 0 0112 18.375m9.75-12.75c0-.621-.504-1.125-1.125-1.125H3.375c-.621 0-1.125.504-1.125 1.125m19.5 0v1.5c0 .621-.504 1.125-1.125 1.125M2.25 5.625v1.5c0 .621.504 1.125 1.125 1.125m0 0h17.25m-17.25 0h7.5c.621 0 1.125.504 1.125 1.125M3.375 8.25c-.621 0-1.125.504-1.125 1.125v1.5c0 .621.504 1.125 1.125 1.125m17.25-3.75h-7.5c-.621 0-1.125.504-1.125 1.125m8.625-1.125c.621 0 1.125.504 1.125 1.125v1.5c0 .621-.504 1.125-1.125 1.125m-17.25 0h7.5m-7.5 0c-.621 0-1.125.504-1.125 1.125v1.5c0 .621.504 1.125 1.125 1.125M12 10.875v-1.5m0 1.5c0 .621-.504 1.125-1.125 1.125M12 10.875c0 .621.504 1.125 1.125 1.125m-2.25 0c.621 0 1.125.504 1.125 1.125M13.125 12h7.5m-7.5 0c-.621 0-1.125.504-1.125 1.125M20.625 12c.621 0 1.125.504 1.125 1.125v1.5c0 .621-.504 1.125-1.125 1.125m-17.25 0h7.5M12 14.625v-1.5m0 1.5c0 .621-.504 1.125-1.125 1.125M12 14.625c0 .621.504 1.125 1.125 1.125m-2.25 0c.621 0 1.125.504 1.125 1.125m0 1.5v-1.5m0 0c0-.621.504-1.125 1.125-1.125m0 0h7.5"
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|
<svg
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xmlns="http://www.w3.org/2000/svg"
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|
fill="none"
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viewBox="0 0 52 25"
|
||||||
|
stroke-width="3.25"
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||||||
|
stroke="currentColor"
|
||||||
|
>
|
||||||
|
<path
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|
stroke-linecap="round"
|
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|
stroke-linejoin="round"
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d="M25.517 0C18.712 0 14.46 3.382 12.758 10.146c2.552-3.382 5.529-4.65 8.931-3.805 1.941.482 3.329 1.882 4.864 3.432 2.502 2.524 5.398 5.445 11.722 5.445 6.804 0 11.057-3.382 12.758-10.145-2.551 3.382-5.528 4.65-8.93 3.804-1.942-.482-3.33-1.882-4.865-3.431C34.736 2.92 31.841 0 25.517 0zM12.758 15.218C5.954 15.218 1.701 18.6 0 25.364c2.552-3.382 5.529-4.65 8.93-3.805 1.942.482 3.33 1.882 4.865 3.432 2.502 2.524 5.397 5.445 11.722 5.445 6.804 0 11.057-3.381 12.758-10.145-2.552 3.382-5.529 4.65-8.931 3.805-1.941-.483-3.329-1.883-4.864-3.432-2.502-2.524-5.398-5.446-11.722-5.446z"
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|
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fill="none"
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points="80 96 120 128 80 160"
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stroke-linecap="round"
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stroke-width="16"
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stroke-width="16"
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x1="136"
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x2="176"
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y2="160"
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fill="none"
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height="160"
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rx="8.5"
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stroke-linecap="round"
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stroke-linejoin="round"
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stroke-width="16.97"
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width="192"
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x="32"
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y="48"
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|
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|
<svg
|
||||||
|
xmlns="http://www.w3.org/2000/svg"
|
||||||
|
fill="none"
|
||||||
|
viewBox="0 0 24 24"
|
||||||
|
stroke-width="1.5"
|
||||||
|
stroke="currentColor"
|
||||||
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>
|
||||||
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<path
|
||||||
|
stroke-linecap="round"
|
||||||
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stroke-linejoin="round"
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d="M12 9v3.75m-9.303 3.376c-.866 1.5.217 3.374 1.948 3.374h14.71c1.73 0 2.813-1.874 1.948-3.374L13.949 3.378c-.866-1.5-3.032-1.5-3.898 0L2.697 16.126zM12 15.75h.007v.008H12v-.008z"
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|
/>
|
||||||
|
</svg>
|
After Width: | Height: | Size: 385 B |
@ -1,5 +1,46 @@
|
|||||||
# Prompting Applications
|
# LLM Applications
|
||||||
|
|
||||||
import { Callout } from 'nextra-theme-docs'
|
import { Callout } from 'nextra-theme-docs'
|
||||||
|
|
||||||
|
import {Cards, Card} from 'nextra-theme-docs'
|
||||||
|
import {FilesIcon} from 'components/icons'
|
||||||
|
|
||||||
In this section, we will cover advanced and interesting ways we can use prompt engineering to perform useful and more advanced tasks with large language models (LLMs).
|
In this section, we will cover advanced and interesting ways we can use prompt engineering to perform useful and more advanced tasks with large language models (LLMs).
|
||||||
|
|
||||||
|
<Cards>
|
||||||
|
<Card
|
||||||
|
icon={<FilesIcon />}
|
||||||
|
title="Function Calling"
|
||||||
|
href="/applications/function_calling"
|
||||||
|
/>
|
||||||
|
<Card
|
||||||
|
icon={<FilesIcon />}
|
||||||
|
title="Generating Data"
|
||||||
|
href="/applications/generating"
|
||||||
|
/>
|
||||||
|
<Card
|
||||||
|
icon={<FilesIcon />}
|
||||||
|
title="Generating Synthetic Dataset for RAG"
|
||||||
|
href="/applications/synthetic_rag"
|
||||||
|
/>
|
||||||
|
<Card
|
||||||
|
icon={<FilesIcon />}
|
||||||
|
title="Tackling Generated Datasets Diversity"
|
||||||
|
href="/applications/generating_textbooks"
|
||||||
|
/>
|
||||||
|
<Card
|
||||||
|
icon={<FilesIcon />}
|
||||||
|
title="Generating Code"
|
||||||
|
href="/applications/coding"
|
||||||
|
/>
|
||||||
|
<Card
|
||||||
|
icon={<FilesIcon />}
|
||||||
|
title="Graduate Job Classification"
|
||||||
|
href="/applications/workplace_casestudy"
|
||||||
|
/>
|
||||||
|
<Card
|
||||||
|
icon={<FilesIcon />}
|
||||||
|
title="Prompt Function"
|
||||||
|
href="/applications/pf"
|
||||||
|
/>
|
||||||
|
</Cards>
|
@ -0,0 +1,3 @@
|
|||||||
|
# Function Calling with LLMs
|
||||||
|
|
||||||
|
This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right.
|
@ -0,0 +1,3 @@
|
|||||||
|
# Function Calling with LLMs
|
||||||
|
|
||||||
|
This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right.
|
@ -0,0 +1,3 @@
|
|||||||
|
# Function Calling with LLMs
|
||||||
|
|
||||||
|
This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right.
|
@ -0,0 +1,3 @@
|
|||||||
|
# Function Calling with LLMs
|
||||||
|
|
||||||
|
This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right.
|
@ -0,0 +1,3 @@
|
|||||||
|
# Function Calling with LLMs
|
||||||
|
|
||||||
|
This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right.
|
@ -0,0 +1,3 @@
|
|||||||
|
# Function Calling with LLMs
|
||||||
|
|
||||||
|
This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right.
|
@ -0,0 +1,3 @@
|
|||||||
|
# Function Calling with LLMs
|
||||||
|
|
||||||
|
This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right.
|
@ -0,0 +1,3 @@
|
|||||||
|
# Function Calling with LLMs
|
||||||
|
|
||||||
|
This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right.
|
@ -0,0 +1,3 @@
|
|||||||
|
# Function Calling with LLMs
|
||||||
|
|
||||||
|
This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right.
|
@ -0,0 +1,3 @@
|
|||||||
|
# Function Calling with LLMs
|
||||||
|
|
||||||
|
This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right.
|
@ -0,0 +1,3 @@
|
|||||||
|
# Function Calling with LLMs
|
||||||
|
|
||||||
|
This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right.
|
@ -0,0 +1,3 @@
|
|||||||
|
# Function Calling with LLMs
|
||||||
|
|
||||||
|
This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right.
|
@ -1,9 +1,46 @@
|
|||||||
# Models
|
# Models
|
||||||
|
|
||||||
import { Callout } from 'nextra-theme-docs'
|
import { Callout } from 'nextra-theme-docs'
|
||||||
|
import {Cards, Card} from 'nextra-theme-docs'
|
||||||
|
import {FilesIcon} from 'components/icons'
|
||||||
|
|
||||||
In this section, we will cover some of the recent language models and how they successfully apply the latest and most advanced prompting engineering techniques. In addition, we cover capabilities of these models on a range of tasks and prompting setups like few-shot prompting, zero-shot prompting, and chain-of-thought prompting. Understanding these capabilities are important to understand the limitations of these models and how to use them effectively.
|
In this section, we will cover some of the recent language models and how they successfully apply the latest and most advanced prompting engineering techniques. In addition, we cover capabilities of these models on a range of tasks and prompting setups like few-shot prompting, zero-shot prompting, and chain-of-thought prompting. Understanding these capabilities are important to understand the limitations of these models and how to use them effectively.
|
||||||
|
|
||||||
<Callout emoji="⚠️">
|
|
||||||
This section is under heavy development.
|
<Cards>
|
||||||
</Callout>
|
<Card
|
||||||
|
icon={<FilesIcon />}
|
||||||
|
title="Flan"
|
||||||
|
href="/models/flan"
|
||||||
|
/>
|
||||||
|
<Card
|
||||||
|
icon={<FilesIcon />}
|
||||||
|
title="ChatGPT"
|
||||||
|
href="/models/chatgpt"
|
||||||
|
/>
|
||||||
|
<Card
|
||||||
|
icon={<FilesIcon />}
|
||||||
|
title="Llama"
|
||||||
|
href="/models/llama"
|
||||||
|
/>
|
||||||
|
<Card
|
||||||
|
icon={<FilesIcon />}
|
||||||
|
title="GPT-4"
|
||||||
|
href="/models/gpt-4"
|
||||||
|
/>
|
||||||
|
<Card
|
||||||
|
icon={<FilesIcon />}
|
||||||
|
title="Mistral 7B"
|
||||||
|
href="/models/mistral-7b"
|
||||||
|
/>
|
||||||
|
<Card
|
||||||
|
icon={<FilesIcon />}
|
||||||
|
title="Gemini"
|
||||||
|
href="/models/gemini"
|
||||||
|
/>
|
||||||
|
<Card
|
||||||
|
icon={<FilesIcon />}
|
||||||
|
title="LLM Collection"
|
||||||
|
href="/models/collection"
|
||||||
|
/>
|
||||||
|
</Cards>
|
@ -1,5 +1,86 @@
|
|||||||
# Prompting Techniques
|
# 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.
|
import {Cards, Card} from 'nextra-theme-docs'
|
||||||
|
import { CardsIcon, OneIcon, WarningIcon, FilesIcon} from 'components/icons'
|
||||||
|
|
||||||
While the basic examples were fun, in this section we cover more advanced prompting engineering techniques that allow us to achieve more complex and interesting tasks.
|
Prompt Engineering helps to effectively design and improve prompts to get better results on different tasks with LLMs.
|
||||||
|
|
||||||
|
While the previous basic examples were fun, in this section we cover more advanced prompting engineering techniques that allow us to achieve more complex tasks and improve reliability and performance of LLMs.
|
||||||
|
|
||||||
|
<Cards>
|
||||||
|
<Card
|
||||||
|
icon={<FilesIcon />}
|
||||||
|
title="Zero-Shot Prompting"
|
||||||
|
href="/techniques/zeroshot"
|
||||||
|
/>
|
||||||
|
<Card
|
||||||
|
icon={<FilesIcon />}
|
||||||
|
title="Few-Shot Prompting"
|
||||||
|
href="/techniques/fewshot"
|
||||||
|
/>
|
||||||
|
<Card
|
||||||
|
icon={<FilesIcon />}
|
||||||
|
title="Chain-of-Thought Prompting"
|
||||||
|
href="/techniques/cot"
|
||||||
|
/>
|
||||||
|
<Card
|
||||||
|
icon={<FilesIcon />}
|
||||||
|
title="Self-Consistency"
|
||||||
|
href="/techniques/consistency"
|
||||||
|
/>
|
||||||
|
<Card
|
||||||
|
icon={<FilesIcon />}
|
||||||
|
title="General Knowledge Prompting"
|
||||||
|
href="/techniques/knowledge"
|
||||||
|
/>
|
||||||
|
<Card
|
||||||
|
icon={<FilesIcon />}
|
||||||
|
title="Tree of Thoughts Prompting"
|
||||||
|
href="/techniques/tot"
|
||||||
|
/>
|
||||||
|
<Card
|
||||||
|
icon={<FilesIcon />}
|
||||||
|
title="Retrieval Augmented Generation"
|
||||||
|
href="/techniques/rag"
|
||||||
|
/>
|
||||||
|
<Card
|
||||||
|
icon={<FilesIcon />}
|
||||||
|
title="Automatic Reasoning and Tool-Use"
|
||||||
|
href="/techniques/art"
|
||||||
|
/>
|
||||||
|
<Card
|
||||||
|
icon={<FilesIcon />}
|
||||||
|
title="Automatic Prompt Engineer"
|
||||||
|
href="/techniques/ape"
|
||||||
|
/>
|
||||||
|
<Card
|
||||||
|
icon={<FilesIcon />}
|
||||||
|
title="Active-Prompt"
|
||||||
|
href="/techniques/activeprompt"
|
||||||
|
/>
|
||||||
|
<Card
|
||||||
|
icon={<FilesIcon />}
|
||||||
|
title="Direct Stimulus Prompting"
|
||||||
|
href="/techniques/dsp"
|
||||||
|
/>
|
||||||
|
<Card
|
||||||
|
icon={<FilesIcon />}
|
||||||
|
title="Program-Aided Language"
|
||||||
|
href="/techniques/pal"
|
||||||
|
/>
|
||||||
|
<Card
|
||||||
|
icon={<FilesIcon />}
|
||||||
|
title="ReAct"
|
||||||
|
href="/techniques/react"
|
||||||
|
/>
|
||||||
|
<Card
|
||||||
|
icon={<FilesIcon />}
|
||||||
|
title="Multimodal CoT"
|
||||||
|
href="/techniques/multimodalcot"
|
||||||
|
/>
|
||||||
|
<Card
|
||||||
|
icon={<FilesIcon />}
|
||||||
|
title="Graph Prompting"
|
||||||
|
href="/techniques/graph"
|
||||||
|
/>
|
||||||
|
</Cards>
|