Files
next-ai-draw-io/lib/cached-responses.ts

893 lines
56 KiB
TypeScript
Raw Permalink Normal View History

export interface CachedResponse {
promptText: string
hasImage: boolean
xml: string
}
export const CACHED_EXAMPLE_RESPONSES: CachedResponse[] = [
{
promptText:
"Give me a **animated connector** diagram of transformer's architecture",
hasImage: false,
xml: `<mxCell id="title" value="Transformer Architecture" style="text;html=1;strokeColor=none;fillColor=none;align=center;verticalAlign=middle;whiteSpace=wrap;rounded=0;fontSize=20;fontStyle=1;" vertex="1" parent="1">
<mxGeometry x="300" y="20" width="250" height="30" as="geometry"/>
</mxCell>
<mxCell id="input_embed" value="Input Embedding" style="rounded=1;whiteSpace=wrap;html=1;fillColor=#dae8fc;strokeColor=#6c8ebf;fontSize=11;" vertex="1" parent="1">
<mxGeometry x="80" y="480" width="120" height="40" as="geometry"/>
</mxCell>
<mxCell id="pos_enc_left" value="Positional Encoding" style="rounded=1;whiteSpace=wrap;html=1;fillColor=#dae8fc;strokeColor=#6c8ebf;fontSize=11;" vertex="1" parent="1">
<mxGeometry x="80" y="420" width="120" height="40" as="geometry"/>
</mxCell>
<mxCell id="encoder_box" value="ENCODER" style="rounded=1;whiteSpace=wrap;html=1;fillColor=#e1d5e7;strokeColor=#9673a6;verticalAlign=top;fontSize=12;fontStyle=1;" vertex="1" parent="1">
<mxGeometry x="60" y="180" width="160" height="220" as="geometry"/>
</mxCell>
<mxCell id="mha_enc" value="Multi-Head&#xa;Attention" style="rounded=1;whiteSpace=wrap;html=1;fillColor=#fff2cc;strokeColor=#d6b656;fontSize=10;" vertex="1" parent="1">
<mxGeometry x="80" y="330" width="120" height="50" as="geometry"/>
</mxCell>
<mxCell id="add_norm1_enc" value="Add &amp; Norm" style="rounded=1;whiteSpace=wrap;html=1;fillColor=#d5e8d4;strokeColor=#82b366;fontSize=10;" vertex="1" parent="1">
<mxGeometry x="80" y="280" width="120" height="30" as="geometry"/>
</mxCell>
<mxCell id="ff_enc" value="Feed Forward" style="rounded=1;whiteSpace=wrap;html=1;fillColor=#fff2cc;strokeColor=#d6b656;fontSize=10;" vertex="1" parent="1">
<mxGeometry x="80" y="240" width="120" height="30" as="geometry"/>
</mxCell>
<mxCell id="add_norm2_enc" value="Add &amp; Norm" style="rounded=1;whiteSpace=wrap;html=1;fillColor=#d5e8d4;strokeColor=#82b366;fontSize=10;" vertex="1" parent="1">
<mxGeometry x="80" y="200" width="120" height="30" as="geometry"/>
</mxCell>
<mxCell id="nx_enc" value="Nx" style="text;html=1;strokeColor=none;fillColor=none;align=center;verticalAlign=middle;whiteSpace=wrap;rounded=0;fontSize=11;fontStyle=2;" vertex="1" parent="1">
<mxGeometry x="30" y="275" width="30" height="30" as="geometry"/>
</mxCell>
<mxCell id="output_embed" value="Output Embedding" style="rounded=1;whiteSpace=wrap;html=1;fillColor=#dae8fc;strokeColor=#6c8ebf;fontSize=11;" vertex="1" parent="1">
<mxGeometry x="650" y="480" width="120" height="40" as="geometry"/>
</mxCell>
<mxCell id="pos_enc_right" value="Positional Encoding" style="rounded=1;whiteSpace=wrap;html=1;fillColor=#dae8fc;strokeColor=#6c8ebf;fontSize=11;" vertex="1" parent="1">
<mxGeometry x="650" y="420" width="120" height="40" as="geometry"/>
</mxCell>
<mxCell id="decoder_box" value="DECODER" style="rounded=1;whiteSpace=wrap;html=1;fillColor=#ffe6cc;strokeColor=#d79b00;verticalAlign=top;fontSize=12;fontStyle=1;" vertex="1" parent="1">
<mxGeometry x="630" y="140" width="160" height="260" as="geometry"/>
</mxCell>
<mxCell id="masked_mha_dec" value="Masked Multi-Head&#xa;Attention" style="rounded=1;whiteSpace=wrap;html=1;fillColor=#fff2cc;strokeColor=#d6b656;fontSize=10;" vertex="1" parent="1">
<mxGeometry x="650" y="340" width="120" height="50" as="geometry"/>
</mxCell>
<mxCell id="add_norm1_dec" value="Add &amp; Norm" style="rounded=1;whiteSpace=wrap;html=1;fillColor=#d5e8d4;strokeColor=#82b366;fontSize=10;" vertex="1" parent="1">
<mxGeometry x="650" y="290" width="120" height="30" as="geometry"/>
</mxCell>
<mxCell id="mha_dec" value="Multi-Head&#xa;Attention" style="rounded=1;whiteSpace=wrap;html=1;fillColor=#fff2cc;strokeColor=#d6b656;fontSize=10;" vertex="1" parent="1">
<mxGeometry x="650" y="240" width="120" height="40" as="geometry"/>
</mxCell>
<mxCell id="add_norm2_dec" value="Add &amp; Norm" style="rounded=1;whiteSpace=wrap;html=1;fillColor=#d5e8d4;strokeColor=#82b366;fontSize=10;" vertex="1" parent="1">
<mxGeometry x="650" y="200" width="120" height="30" as="geometry"/>
</mxCell>
<mxCell id="ff_dec" value="Feed Forward" style="rounded=1;whiteSpace=wrap;html=1;fillColor=#fff2cc;strokeColor=#d6b656;fontSize=10;" vertex="1" parent="1">
<mxGeometry x="650" y="160" width="120" height="30" as="geometry"/>
</mxCell>
<mxCell id="add_norm3_dec" value="Add &amp; Norm" style="rounded=1;whiteSpace=wrap;html=1;fillColor=#d5e8d4;strokeColor=#82b366;fontSize=10;" vertex="1" parent="1">
<mxGeometry x="650" y="120" width="120" height="30" as="geometry"/>
</mxCell>
<mxCell id="nx_dec" value="Nx" style="text;html=1;strokeColor=none;fillColor=none;align=center;verticalAlign=middle;whiteSpace=wrap;rounded=0;fontSize=11;fontStyle=2;" vertex="1" parent="1">
<mxGeometry x="790" y="255" width="30" height="30" as="geometry"/>
</mxCell>
<mxCell id="linear" value="Linear" style="rounded=1;whiteSpace=wrap;html=1;fillColor=#f8cecc;strokeColor=#b85450;fontSize=11;" vertex="1" parent="1">
<mxGeometry x="650" y="80" width="120" height="30" as="geometry"/>
</mxCell>
<mxCell id="softmax" value="Softmax" style="rounded=1;whiteSpace=wrap;html=1;fillColor=#f8cecc;strokeColor=#b85450;fontSize=11;" vertex="1" parent="1">
<mxGeometry x="650" y="40" width="120" height="30" as="geometry"/>
</mxCell>
<mxCell id="output" value="Output Probabilities" style="rounded=1;whiteSpace=wrap;html=1;fillColor=#dae8fc;strokeColor=#6c8ebf;fontSize=11;fontStyle=1;" vertex="1" parent="1">
<mxGeometry x="640" y="0" width="140" height="30" as="geometry"/>
</mxCell>
<mxCell id="conn1" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0.5;exitY=0;exitDx=0;exitDy=0;entryX=0.5;entryY=1;entryDx=0;entryDy=0;strokeWidth=2;strokeColor=#6c8ebf;flowAnimation=1;" edge="1" parent="1" source="input_embed" target="pos_enc_left">
<mxGeometry relative="1" as="geometry"/>
</mxCell>
<mxCell id="conn2" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0.5;exitY=0;exitDx=0;exitDy=0;entryX=0.5;entryY=1;entryDx=0;entryDy=0;strokeWidth=2;strokeColor=#6c8ebf;flowAnimation=1;" edge="1" parent="1" source="pos_enc_left" target="mha_enc">
<mxGeometry relative="1" as="geometry"/>
</mxCell>
<mxCell id="conn3" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0.5;exitY=0;exitDx=0;exitDy=0;entryX=0.5;entryY=1;entryDx=0;entryDy=0;strokeWidth=2;strokeColor=#82b366;flowAnimation=1;" edge="1" parent="1" source="mha_enc" target="add_norm1_enc">
<mxGeometry relative="1" as="geometry"/>
</mxCell>
<mxCell id="conn4" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0.5;exitY=0;exitDx=0;exitDy=0;entryX=0.5;entryY=1;entryDx=0;entryDy=0;strokeWidth=2;strokeColor=#d6b656;flowAnimation=1;" edge="1" parent="1" source="add_norm1_enc" target="ff_enc">
<mxGeometry relative="1" as="geometry"/>
</mxCell>
<mxCell id="conn5" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0.5;exitY=0;exitDx=0;exitDy=0;entryX=0.5;entryY=1;entryDx=0;entryDy=0;strokeWidth=2;strokeColor=#82b366;flowAnimation=1;" edge="1" parent="1" source="ff_enc" target="add_norm2_enc">
<mxGeometry relative="1" as="geometry"/>
</mxCell>
<mxCell id="conn_cross" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=1;exitY=0.5;exitDx=0;exitDy=0;entryX=0;entryY=0.5;entryDx=0;entryDy=0;strokeWidth=3;strokeColor=#9673a6;flowAnimation=1;dashed=1;" edge="1" parent="1" source="add_norm2_enc" target="mha_dec">
<mxGeometry relative="1" as="geometry">
<Array as="points">
<mxPoint x="400" y="215"/>
<mxPoint x="400" y="260"/>
</Array>
</mxGeometry>
</mxCell>
<mxCell id="cross_label" value="K, V" style="edgeLabel;html=1;align=center;verticalAlign=middle;resizable=0;points=[];fontSize=10;fontStyle=1;fillColor=#ffffff;" vertex="1" connectable="0" parent="conn_cross">
<mxGeometry x="-0.1" y="1" relative="1" as="geometry">
<mxPoint x="10" y="-9" as="offset"/>
</mxGeometry>
</mxCell>
<mxCell id="conn6" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0.5;exitY=0;exitDx=0;exitDy=0;entryX=0.5;entryY=1;entryDx=0;entryDy=0;strokeWidth=2;strokeColor=#d79b00;flowAnimation=1;" edge="1" parent="1" source="output_embed" target="pos_enc_right">
<mxGeometry relative="1" as="geometry"/>
</mxCell>
<mxCell id="conn7" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0.5;exitY=0;exitDx=0;exitDy=0;entryX=0.5;entryY=1;entryDx=0;entryDy=0;strokeWidth=2;strokeColor=#d79b00;flowAnimation=1;" edge="1" parent="1" source="pos_enc_right" target="masked_mha_dec">
<mxGeometry relative="1" as="geometry"/>
</mxCell>
<mxCell id="conn8" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0.5;exitY=0;exitDx=0;exitDy=0;entryX=0.5;entryY=1;entryDx=0;entryDy=0;strokeWidth=2;strokeColor=#82b366;flowAnimation=1;" edge="1" parent="1" source="masked_mha_dec" target="add_norm1_dec">
<mxGeometry relative="1" as="geometry"/>
</mxCell>
<mxCell id="conn9" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0.5;exitY=0;exitDx=0;exitDy=0;entryX=0.5;entryY=1;entryDx=0;entryDy=0;strokeWidth=2;strokeColor=#d6b656;flowAnimation=1;" edge="1" parent="1" source="add_norm1_dec" target="mha_dec">
<mxGeometry relative="1" as="geometry"/>
</mxCell>
<mxCell id="conn10" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0.5;exitY=0;exitDx=0;exitDy=0;entryX=0.5;entryY=1;entryDx=0;entryDy=0;strokeWidth=2;strokeColor=#82b366;flowAnimation=1;" edge="1" parent="1" source="mha_dec" target="add_norm2_dec">
<mxGeometry relative="1" as="geometry"/>
</mxCell>
<mxCell id="conn11" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0.5;exitY=0;exitDx=0;exitDy=0;entryX=0.5;entryY=1;entryDx=0;entryDy=0;strokeWidth=2;strokeColor=#d6b656;flowAnimation=1;" edge="1" parent="1" source="add_norm2_dec" target="ff_dec">
<mxGeometry relative="1" as="geometry"/>
</mxCell>
<mxCell id="conn12" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0.5;exitY=0;exitDx=0;exitDy=0;entryX=0.5;entryY=1;entryDx=0;entryDy=0;strokeWidth=2;strokeColor=#82b366;flowAnimation=1;" edge="1" parent="1" source="ff_dec" target="add_norm3_dec">
<mxGeometry relative="1" as="geometry"/>
</mxCell>
<mxCell id="conn13" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0.5;exitY=0;exitDx=0;exitDy=0;entryX=0.5;entryY=1;entryDx=0;entryDy=0;strokeWidth=2;strokeColor=#b85450;flowAnimation=1;" edge="1" parent="1" source="add_norm3_dec" target="linear">
<mxGeometry relative="1" as="geometry"/>
</mxCell>
<mxCell id="conn14" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0.5;exitY=0;exitDx=0;exitDy=0;entryX=0.5;entryY=1;entryDx=0;entryDy=0;strokeWidth=2;strokeColor=#b85450;flowAnimation=1;" edge="1" parent="1" source="linear" target="softmax">
<mxGeometry relative="1" as="geometry"/>
</mxCell>
<mxCell id="conn15" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0.5;exitY=0;exitDx=0;exitDy=0;entryX=0.5;entryY=1;entryDx=0;entryDy=0;strokeWidth=2;strokeColor=#6c8ebf;flowAnimation=1;" edge="1" parent="1" source="softmax" target="output">
<mxGeometry relative="1" as="geometry"/>
</mxCell>
<mxCell id="res1_enc" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0;exitY=0.5;exitDx=0;exitDy=0;entryX=0;entryY=0.5;entryDx=0;entryDy=0;strokeWidth=1.5;strokeColor=#999999;dashed=1;flowAnimation=1;" edge="1" parent="1" source="mha_enc" target="add_norm1_enc">
<mxGeometry relative="1" as="geometry">
<Array as="points">
<mxPoint x="50" y="355"/>
<mxPoint x="50" y="295"/>
</Array>
</mxGeometry>
</mxCell>
<mxCell id="res2_enc" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0;exitY=0.5;exitDx=0;exitDy=0;entryX=0;entryY=0.5;entryDx=0;entryDy=0;strokeWidth=1.5;strokeColor=#999999;dashed=1;flowAnimation=1;" edge="1" parent="1" source="ff_enc" target="add_norm2_enc">
<mxGeometry relative="1" as="geometry">
<Array as="points">
<mxPoint x="50" y="255"/>
<mxPoint x="50" y="215"/>
</Array>
</mxGeometry>
</mxCell>
<mxCell id="res1_dec" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=1;exitY=0.5;exitDx=0;exitDy=0;entryX=1;entryY=0.5;entryDx=0;entryDy=0;strokeWidth=1.5;strokeColor=#999999;dashed=1;flowAnimation=1;" edge="1" parent="1" source="masked_mha_dec" target="add_norm1_dec">
<mxGeometry relative="1" as="geometry">
<Array as="points">
<mxPoint x="800" y="365"/>
<mxPoint x="800" y="305"/>
</Array>
</mxGeometry>
</mxCell>
<mxCell id="res2_dec" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=1;exitY=0.5;exitDx=0;exitDy=0;entryX=1;entryY=0.5;entryDx=0;entryDy=0;strokeWidth=1.5;strokeColor=#999999;dashed=1;flowAnimation=1;" edge="1" parent="1" source="mha_dec" target="add_norm2_dec">
<mxGeometry relative="1" as="geometry">
<Array as="points">
<mxPoint x="800" y="260"/>
<mxPoint x="800" y="215"/>
</Array>
</mxGeometry>
</mxCell>
<mxCell id="res3_dec" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=1;exitY=0.5;exitDx=0;exitDy=0;entryX=1;entryY=0.5;entryDx=0;entryDy=0;strokeWidth=1.5;strokeColor=#999999;dashed=1;flowAnimation=1;" edge="1" parent="1" source="ff_dec" target="add_norm3_dec">
<mxGeometry relative="1" as="geometry">
<Array as="points">
<mxPoint x="800" y="175"/>
<mxPoint x="800" y="135"/>
</Array>
</mxGeometry>
</mxCell>
<mxCell id="input_label" value="Inputs" style="text;html=1;strokeColor=none;fillColor=none;align=center;verticalAlign=middle;whiteSpace=wrap;rounded=0;fontSize=12;fontStyle=1;" vertex="1" parent="1">
<mxGeometry x="110" y="530" width="60" height="20" as="geometry"/>
</mxCell>
<mxCell id="output_label" value="Outputs&#xa;(shifted right)" style="text;html=1;strokeColor=none;fillColor=none;align=center;verticalAlign=middle;whiteSpace=wrap;rounded=0;fontSize=12;fontStyle=1;" vertex="1" parent="1">
<mxGeometry x="660" y="530" width="100" height="30" as="geometry"/>
</mxCell>`,
},
{
promptText: "Replicate this in aws style",
hasImage: true,
xml: `<mxCell id="2" value="AWS" style="sketch=0;outlineConnect=0;gradientColor=none;html=1;whiteSpace=wrap;fontSize=12;fontStyle=0;container=1;pointerEvents=0;collapsible=0;recursiveResize=0;shape=mxgraph.aws4.group;grIcon=mxgraph.aws4.group_aws_cloud;strokeColor=#232F3E;fillColor=none;verticalAlign=top;align=left;spacingLeft=30;fontColor=#232F3E;dashed=0;rounded=1;arcSize=5;" vertex="1" parent="1">
<mxGeometry x="340" y="40" width="880" height="520" as="geometry"/>
</mxCell>
<mxCell id="3" value="User" style="sketch=0;outlineConnect=0;fontColor=#232F3E;gradientColor=none;fillColor=#232F3D;strokeColor=none;dashed=0;verticalLabelPosition=bottom;verticalAlign=top;align=center;html=1;fontSize=14;fontStyle=0;aspect=fixed;pointerEvents=1;shape=mxgraph.aws4.user;rounded=1;" vertex="1" parent="1">
<mxGeometry x="80" y="240" width="78" height="78" as="geometry"/>
</mxCell>
<mxCell id="4" value="EC2" style="sketch=0;points=[[0,0,0],[0.25,0,0],[0.5,0,0],[0.75,0,0],[1,0,0],[0,1,0],[0.25,1,0],[0.5,1,0],[0.75,1,0],[1,1,0],[0,0.25,0],[0,0.5,0],[0,0.75,0],[1,0.25,0],[1,0.5,0],[1,0.75,0]];outlineConnect=0;fontColor=#232F3E;fillColor=#ED7100;strokeColor=#ffffff;dashed=0;verticalLabelPosition=bottom;verticalAlign=top;align=center;html=1;fontSize=14;fontStyle=0;aspect=fixed;shape=mxgraph.aws4.resourceIcon;resIcon=mxgraph.aws4.ec2;rounded=1;" vertex="1" parent="1">
<mxGeometry x="560" y="240" width="78" height="78" as="geometry"/>
</mxCell>
<mxCell id="5" value="S3" style="sketch=0;points=[[0,0,0],[0.25,0,0],[0.5,0,0],[0.75,0,0],[1,0,0],[0,1,0],[0.25,1,0],[0.5,1,0],[0.75,1,0],[1,1,0],[0,0.25,0],[0,0.5,0],[0,0.75,0],[1,0.25,0],[1,0.5,0],[1,0.75,0]];outlineConnect=0;fontColor=#232F3E;fillColor=#7AA116;strokeColor=#ffffff;dashed=0;verticalLabelPosition=bottom;verticalAlign=top;align=center;html=1;fontSize=14;fontStyle=0;aspect=fixed;shape=mxgraph.aws4.resourceIcon;resIcon=mxgraph.aws4.s3;rounded=1;" vertex="1" parent="1">
<mxGeometry x="960" y="120" width="78" height="78" as="geometry"/>
</mxCell>
<mxCell id="6" value="bedrock" style="sketch=0;points=[[0,0,0],[0.25,0,0],[0.5,0,0],[0.75,0,0],[1,0,0],[0,1,0],[0.25,1,0],[0.5,1,0],[0.75,1,0],[1,1,0],[0,0.25,0],[0,0.5,0],[0,0.75,0],[1,0.25,0],[1,0.5,0],[1,0.75,0]];outlineConnect=0;fontColor=#232F3E;fillColor=#01A88D;strokeColor=#ffffff;dashed=0;verticalLabelPosition=bottom;verticalAlign=top;align=center;html=1;fontSize=14;fontStyle=0;aspect=fixed;shape=mxgraph.aws4.resourceIcon;resIcon=mxgraph.aws4.bedrock;rounded=1;" vertex="1" parent="1">
<mxGeometry x="960" y="260" width="78" height="78" as="geometry"/>
</mxCell>
<mxCell id="7" value="DynamoDB" style="sketch=0;points=[[0,0,0],[0.25,0,0],[0.5,0,0],[0.75,0,0],[1,0,0],[0,1,0],[0.25,1,0],[0.5,1,0],[0.75,1,0],[1,1,0],[0,0.25,0],[0,0.5,0],[0,0.75,0],[1,0.25,0],[1,0.5,0],[1,0.75,0]];outlineConnect=0;fontColor=#232F3E;fillColor=#C925D1;strokeColor=#ffffff;dashed=0;verticalLabelPosition=bottom;verticalAlign=top;align=center;html=1;fontSize=14;fontStyle=0;aspect=fixed;shape=mxgraph.aws4.resourceIcon;resIcon=mxgraph.aws4.dynamodb;rounded=1;" vertex="1" parent="1">
<mxGeometry x="960" y="400" width="78" height="78" as="geometry"/>
</mxCell>
<mxCell id="8" value="" style="endArrow=classic;html=1;rounded=0;strokeColor=#232F3E;strokeWidth=2;exitX=1;exitY=0.5;exitDx=0;exitDy=0;exitPerimeter=0;entryX=0;entryY=0.5;entryDx=0;entryDy=0;entryPerimeter=0;" edge="1" parent="1" source="3" target="4">
<mxGeometry width="50" height="50" relative="1" as="geometry">
<mxPoint x="400" y="350" as="sourcePoint"/>
<mxPoint x="450" y="300" as="targetPoint"/>
</mxGeometry>
</mxCell>
<mxCell id="9" value="" style="endArrow=classic;html=1;rounded=0;strokeColor=#232F3E;strokeWidth=2;exitX=1;exitY=0.25;exitDx=0;exitDy=0;exitPerimeter=0;entryX=0;entryY=0.5;entryDx=0;entryDy=0;entryPerimeter=0;" edge="1" parent="1" source="4" target="5">
<mxGeometry width="50" height="50" relative="1" as="geometry">
<mxPoint x="700" y="350" as="sourcePoint"/>
<mxPoint x="750" y="300" as="targetPoint"/>
</mxGeometry>
</mxCell>
<mxCell id="10" value="" style="endArrow=classic;html=1;rounded=0;strokeColor=#232F3E;strokeWidth=2;exitX=1;exitY=0.5;exitDx=0;exitDy=0;exitPerimeter=0;entryX=0;entryY=0.5;entryDx=0;entryDy=0;entryPerimeter=0;" edge="1" parent="1" source="4" target="6">
<mxGeometry width="50" height="50" relative="1" as="geometry">
<mxPoint x="700" y="350" as="sourcePoint"/>
<mxPoint x="750" y="300" as="targetPoint"/>
</mxGeometry>
</mxCell>
<mxCell id="11" value="" style="endArrow=classic;html=1;rounded=0;strokeColor=#232F3E;strokeWidth=2;exitX=1;exitY=0.75;exitDx=0;exitDy=0;exitPerimeter=0;entryX=0;entryY=0.5;entryDx=0;entryDy=0;entryPerimeter=0;" edge="1" parent="1" source="4" target="7">
<mxGeometry width="50" height="50" relative="1" as="geometry">
<mxPoint x="700" y="350" as="sourcePoint"/>
<mxPoint x="750" y="300" as="targetPoint"/>
</mxGeometry>
</mxCell>`,
},
{
promptText: "Replicate this flowchart.",
hasImage: true,
xml: `<mxCell id="2" value="Lamp doesn't work" style="rounded=1;whiteSpace=wrap;html=1;fillColor=#ffcccc;strokeColor=#000000;strokeWidth=2;fontSize=18;fontStyle=0;" vertex="1" parent="1">
<mxGeometry x="140" y="40" width="180" height="60" as="geometry"/>
</mxCell>
<mxCell id="3" value="" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;strokeColor=#000000;strokeWidth=2;endArrow=block;endFill=1;" edge="1" parent="1" source="2" target="4">
<mxGeometry relative="1" as="geometry"/>
</mxCell>
<mxCell id="4" value="Lamp&lt;br&gt;plugged in?" style="rhombus;whiteSpace=wrap;html=1;fillColor=#ffff99;strokeColor=#000000;strokeWidth=2;fontSize=18;fontStyle=0;" vertex="1" parent="1">
<mxGeometry x="130" y="150" width="200" height="200" as="geometry"/>
</mxCell>
<mxCell id="5" value="No" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;strokeColor=#000000;strokeWidth=2;endArrow=block;endFill=1;fontSize=16;" edge="1" parent="1" source="4" target="6">
<mxGeometry x="-0.2" relative="1" as="geometry">
<mxPoint as="offset"/>
</mxGeometry>
</mxCell>
<mxCell id="6" value="Plug in lamp" style="rounded=1;whiteSpace=wrap;html=1;fillColor=#99ff99;strokeColor=#000000;strokeWidth=2;fontSize=18;fontStyle=0;" vertex="1" parent="1">
<mxGeometry x="420" y="220" width="200" height="60" as="geometry"/>
</mxCell>
<mxCell id="7" value="Yes" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;strokeColor=#000000;strokeWidth=2;endArrow=block;endFill=1;fontSize=16;" edge="1" parent="1" source="4" target="8">
<mxGeometry relative="1" as="geometry"/>
</mxCell>
<mxCell id="8" value="Bulb&lt;br&gt;burned out?" style="rhombus;whiteSpace=wrap;html=1;fillColor=#ffff99;strokeColor=#000000;strokeWidth=2;fontSize=18;fontStyle=0;" vertex="1" parent="1">
<mxGeometry x="130" y="400" width="200" height="200" as="geometry"/>
</mxCell>
<mxCell id="9" value="Yes" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;strokeColor=#000000;strokeWidth=2;endArrow=block;endFill=1;fontSize=16;" edge="1" parent="1" source="8" target="10">
<mxGeometry x="-0.2" relative="1" as="geometry">
<mxPoint as="offset"/>
</mxGeometry>
</mxCell>
<mxCell id="10" value="Replace bulb" style="rounded=1;whiteSpace=wrap;html=1;fillColor=#99ff99;strokeColor=#000000;strokeWidth=2;fontSize=18;fontStyle=0;" vertex="1" parent="1">
<mxGeometry x="420" y="470" width="200" height="60" as="geometry"/>
</mxCell>
<mxCell id="11" value="No" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;strokeColor=#000000;strokeWidth=2;endArrow=block;endFill=1;fontSize=16;" edge="1" parent="1" source="8" target="12">
<mxGeometry relative="1" as="geometry"/>
</mxCell>
<mxCell id="12" value="Repair lamp" style="rounded=1;whiteSpace=wrap;html=1;fillColor=#99ff99;strokeColor=#000000;strokeWidth=2;fontSize=18;fontStyle=0;" vertex="1" parent="1">
<mxGeometry x="130" y="650" width="200" height="60" as="geometry"/>
</mxCell>`,
},
{
promptText: "Summarize this paper as a diagram",
hasImage: true,
xml: `<mxCell id="title_bg" parent="1"
style="rounded=1;whiteSpace=wrap;html=1;fillColor=#1a237e;strokeColor=none;arcSize=8;"
value="" vertex="1">
<mxGeometry height="80" width="720" x="40" y="20" as="geometry" />
</mxCell>
<mxCell id="title" parent="1"
style="text;html=1;strokeColor=none;fillColor=none;align=center;verticalAlign=middle;whiteSpace=wrap;rounded=0;fontSize=22;fontStyle=1;fontColor=#FFFFFF;"
value="Chain-of-Thought Prompting&lt;br&gt;&lt;font style=&quot;font-size: 14px;&quot;&gt;Elicits Reasoning in Large Language Models&lt;/font&gt;"
vertex="1">
<mxGeometry height="70" width="720" x="40" y="25" as="geometry" />
</mxCell>
<mxCell id="authors" parent="1"
style="text;html=1;strokeColor=none;fillColor=none;align=center;verticalAlign=middle;whiteSpace=wrap;rounded=0;fontSize=11;fontColor=#666666;"
value="Wei et al. (Google Research, Brain Team) | NeurIPS 2022" vertex="1">
<mxGeometry height="20" width="720" x="40" y="100" as="geometry" />
</mxCell>
<mxCell id="core_header" parent="1"
style="text;html=1;strokeColor=none;fillColor=none;align=left;verticalAlign=middle;whiteSpace=wrap;rounded=0;fontSize=16;fontStyle=1;fontColor=#1a237e;"
value="💡 Core Idea" vertex="1">
<mxGeometry height="30" width="150" x="40" y="125" as="geometry" />
</mxCell>
<mxCell id="core_box" parent="1"
style="rounded=1;whiteSpace=wrap;html=1;fillColor=#E3F2FD;strokeColor=#1565C0;align=left;spacingLeft=10;spacingRight=10;fontSize=11;"
value="&lt;b&gt;Chain of Thought&lt;/b&gt; = A series of intermediate reasoning steps that lead to the final answer&lt;br&gt;&lt;br&gt;Simply provide a few CoT demonstrations as exemplars in few-shot prompting"
vertex="1">
<mxGeometry height="75" width="340" x="40" y="155" as="geometry" />
</mxCell>
<mxCell id="compare_header" parent="1"
style="text;html=1;strokeColor=none;fillColor=none;align=left;verticalAlign=middle;whiteSpace=wrap;rounded=0;fontSize=16;fontStyle=1;fontColor=#1a237e;"
value="⚖️ Standard vs Chain-of-Thought Prompting" vertex="1">
<mxGeometry height="30" width="350" x="40" y="240" as="geometry" />
</mxCell>
<mxCell id="std_box" parent="1"
style="rounded=1;whiteSpace=wrap;html=1;fillColor=#FFEBEE;strokeColor=#C62828;arcSize=8;"
value="" vertex="1">
<mxGeometry height="160" width="170" x="40" y="275" as="geometry" />
</mxCell>
<mxCell id="std_title" parent="1"
style="text;html=1;strokeColor=none;fillColor=none;align=center;verticalAlign=middle;whiteSpace=wrap;rounded=0;fontSize=12;fontStyle=1;fontColor=#C62828;"
value="Standard Prompting" vertex="1">
<mxGeometry height="25" width="170" x="40" y="280" as="geometry" />
</mxCell>
<mxCell id="std_q" parent="1"
style="text;html=1;strokeColor=none;fillColor=none;align=left;verticalAlign=top;whiteSpace=wrap;rounded=0;fontSize=9;spacingLeft=5;spacingRight=5;"
value="Q: Roger has 5 tennis balls. He buys 2 more cans. Each can has 3 balls. How many now?"
vertex="1">
<mxGeometry height="55" width="160" x="45" y="305" as="geometry" />
</mxCell>
<mxCell id="std_a" parent="1"
style="text;html=1;strokeColor=none;fillColor=#FFCDD2;align=left;verticalAlign=middle;whiteSpace=wrap;rounded=1;fontSize=10;fontStyle=1;spacingLeft=5;"
value="A: The answer is 11." vertex="1">
<mxGeometry height="25" width="150" x="50" y="365" as="geometry" />
</mxCell>
<mxCell id="std_result" parent="1"
style="text;html=1;strokeColor=none;fillColor=none;align=center;verticalAlign=middle;whiteSpace=wrap;rounded=0;fontSize=11;fontStyle=1;fontColor=#C62828;"
value="❌ Often Wrong" vertex="1">
<mxGeometry height="30" width="170" x="40" y="400" as="geometry" />
</mxCell>
<mxCell id="cot_box" parent="1"
style="rounded=1;whiteSpace=wrap;html=1;fillColor=#E8F5E9;strokeColor=#2E7D32;arcSize=8;"
value="" vertex="1">
<mxGeometry height="160" width="170" x="220" y="275" as="geometry" />
</mxCell>
<mxCell id="cot_title" parent="1"
style="text;html=1;strokeColor=none;fillColor=none;align=center;verticalAlign=middle;whiteSpace=wrap;rounded=0;fontSize=12;fontStyle=1;fontColor=#2E7D32;"
value="Chain-of-Thought" vertex="1">
<mxGeometry height="25" width="170" x="220" y="280" as="geometry" />
</mxCell>
<mxCell id="cot_q" parent="1"
style="text;html=1;strokeColor=none;fillColor=none;align=left;verticalAlign=top;whiteSpace=wrap;rounded=0;fontSize=9;spacingLeft=5;spacingRight=5;"
value="Q: Roger has 5 tennis balls. He buys 2 more cans. Each can has 3 balls. How many now?"
vertex="1">
<mxGeometry height="55" width="160" x="225" y="305" as="geometry" />
</mxCell>
<mxCell id="cot_a" parent="1"
style="text;html=1;strokeColor=none;fillColor=#C8E6C9;align=left;verticalAlign=middle;whiteSpace=wrap;rounded=1;fontSize=9;fontStyle=1;spacingLeft=5;"
value="A: 2 cans × 3 = 6 balls.&lt;br&gt;5 + 6 = 11. Answer: 11" vertex="1">
<mxGeometry height="35" width="150" x="230" y="360" as="geometry" />
</mxCell>
<mxCell id="cot_result" parent="1"
style="text;html=1;strokeColor=none;fillColor=none;align=center;verticalAlign=middle;whiteSpace=wrap;rounded=0;fontSize=11;fontStyle=1;fontColor=#2E7D32;"
value="✓ Correct!" vertex="1">
<mxGeometry height="30" width="170" x="220" y="400" as="geometry" />
</mxCell>
<mxCell id="vs_arrow" edge="1" parent="1"
style="shape=flexArrow;endArrow=classic;startArrow=classic;html=1;fillColor=#FFC107;strokeColor=none;width=8;endSize=4;startSize=4;"
value="">
<mxGeometry relative="1" width="100" as="geometry">
<mxPoint x="195" y="355" as="sourcePoint" />
<mxPoint x="235" y="355" as="targetPoint" />
</mxGeometry>
</mxCell>
<mxCell id="props_header" parent="1"
style="text;html=1;strokeColor=none;fillColor=none;align=left;verticalAlign=middle;whiteSpace=wrap;rounded=0;fontSize=16;fontStyle=1;fontColor=#1a237e;"
value="🔑 Key Properties" vertex="1">
<mxGeometry height="30" width="150" x="400" y="125" as="geometry" />
</mxCell>
<mxCell id="prop1" parent="1"
style="rounded=1;whiteSpace=wrap;html=1;fillColor=#FFF3E0;strokeColor=#EF6C00;fontSize=10;align=left;spacingLeft=8;"
value="1⃣ Decomposes multi-step problems" vertex="1">
<mxGeometry height="32" width="180" x="400" y="155" as="geometry" />
</mxCell>
<mxCell id="prop2" parent="1"
style="rounded=1;whiteSpace=wrap;html=1;fillColor=#FFF3E0;strokeColor=#EF6C00;fontSize=10;align=left;spacingLeft=8;"
value="2⃣ Interpretable reasoning window" vertex="1">
<mxGeometry height="32" width="180" x="400" y="192" as="geometry" />
</mxCell>
<mxCell id="prop3" parent="1"
style="rounded=1;whiteSpace=wrap;html=1;fillColor=#FFF3E0;strokeColor=#EF6C00;fontSize=10;align=left;spacingLeft=8;"
value="3⃣ Applicable to any language task" vertex="1">
<mxGeometry height="32" width="180" x="400" y="229" as="geometry" />
</mxCell>
<mxCell id="prop4" parent="1"
style="rounded=1;whiteSpace=wrap;html=1;fillColor=#FFF3E0;strokeColor=#EF6C00;fontSize=10;align=left;spacingLeft=8;"
value="4⃣ No finetuning required" vertex="1">
<mxGeometry height="32" width="180" x="400" y="266" as="geometry" />
</mxCell>
<mxCell id="emergent_header" parent="1"
style="text;html=1;strokeColor=none;fillColor=none;align=left;verticalAlign=middle;whiteSpace=wrap;rounded=0;fontSize=16;fontStyle=1;fontColor=#1a237e;"
value="📈 Emergent Ability" vertex="1">
<mxGeometry height="30" width="180" x="400" y="310" as="geometry" />
</mxCell>
<mxCell id="emergent_box" parent="1"
style="rounded=1;whiteSpace=wrap;html=1;fillColor=#F3E5F5;strokeColor=#7B1FA2;arcSize=8;"
value="" vertex="1">
<mxGeometry height="95" width="180" x="400" y="340" as="geometry" />
</mxCell>
<mxCell id="emergent_text" parent="1"
style="text;html=1;strokeColor=none;fillColor=none;align=center;verticalAlign=middle;whiteSpace=wrap;rounded=0;fontSize=11;"
value="CoT only works with&lt;br&gt;&lt;b&gt;~100B+ parameters&lt;/b&gt;&lt;br&gt;&lt;br&gt;Small models produce&lt;br&gt;fluent but illogical chains"
vertex="1">
<mxGeometry height="85" width="180" x="400" y="345" as="geometry" />
</mxCell>
<mxCell id="results_header" parent="1"
style="text;html=1;strokeColor=none;fillColor=none;align=left;verticalAlign=middle;whiteSpace=wrap;rounded=0;fontSize=16;fontStyle=1;fontColor=#1a237e;"
value="📊 Key Results" vertex="1">
<mxGeometry height="30" width="150" x="600" y="125" as="geometry" />
</mxCell>
<mxCell id="gsm_box" parent="1"
style="rounded=1;whiteSpace=wrap;html=1;fillColor=#E8F5E9;strokeColor=#2E7D32;arcSize=8;"
value="" vertex="1">
<mxGeometry height="100" width="160" x="600" y="155" as="geometry" />
</mxCell>
<mxCell id="gsm_title" parent="1"
style="text;html=1;strokeColor=none;fillColor=none;align=center;verticalAlign=middle;whiteSpace=wrap;rounded=0;fontSize=12;fontStyle=1;fontColor=#2E7D32;"
value="GSM8K (Math)" vertex="1">
<mxGeometry height="20" width="160" x="600" y="160" as="geometry" />
</mxCell>
<mxCell id="gsm_bar1" parent="1"
style="rounded=0;whiteSpace=wrap;html=1;fillColor=#FFCDD2;strokeColor=none;"
value="" vertex="1">
<mxGeometry height="30" width="40" x="615" y="185" as="geometry" />
</mxCell>
<mxCell id="gsm_bar2" parent="1"
style="rounded=0;whiteSpace=wrap;html=1;fillColor=#4CAF50;strokeColor=none;"
value="" vertex="1">
<mxGeometry height="30" width="80" x="665" y="185" as="geometry" />
</mxCell>
<mxCell id="gsm_label1" parent="1"
style="text;html=1;strokeColor=none;fillColor=none;align=center;verticalAlign=middle;whiteSpace=wrap;rounded=0;fontSize=10;fontStyle=1;"
value="18%" vertex="1">
<mxGeometry height="15" width="40" x="615" y="215" as="geometry" />
</mxCell>
<mxCell id="gsm_label2" parent="1"
style="text;html=1;strokeColor=none;fillColor=none;align=center;verticalAlign=middle;whiteSpace=wrap;rounded=0;fontSize=10;fontStyle=1;fontColor=#2E7D32;"
value="57%" vertex="1">
<mxGeometry height="15" width="80" x="665" y="215" as="geometry" />
</mxCell>
<mxCell id="gsm_legend" parent="1"
style="text;html=1;strokeColor=none;fillColor=none;align=center;verticalAlign=middle;whiteSpace=wrap;rounded=0;fontSize=9;fontColor=#666666;"
value="Standard → CoT (PaLM 540B)" vertex="1">
<mxGeometry height="20" width="160" x="600" y="232" as="geometry" />
</mxCell>
<mxCell id="bench_header" parent="1"
style="text;html=1;strokeColor=none;fillColor=none;align=left;verticalAlign=middle;whiteSpace=wrap;rounded=0;fontSize=16;fontStyle=1;fontColor=#1a237e;"
value="🧪 Benchmarks Tested" vertex="1">
<mxGeometry height="30" width="180" x="600" y="265" as="geometry" />
</mxCell>
<mxCell id="bench_arith" parent="1"
style="rounded=1;whiteSpace=wrap;html=1;fillColor=#E3F2FD;strokeColor=#1565C0;fontSize=10;align=center;"
value="🔢 Arithmetic&lt;br&gt;&lt;font style=&quot;font-size: 9px;&quot;&gt;GSM8K, SVAMP, ASDiv, AQuA, MAWPS&lt;/font&gt;"
vertex="1">
<mxGeometry height="45" width="160" x="600" y="295" as="geometry" />
</mxCell>
<mxCell id="bench_common" parent="1"
style="rounded=1;whiteSpace=wrap;html=1;fillColor=#E3F2FD;strokeColor=#1565C0;fontSize=10;align=center;"
value="🧠 Commonsense&lt;br&gt;&lt;font style=&quot;font-size: 9px;&quot;&gt;CSQA, StrategyQA, Date, Sports, SayCan&lt;/font&gt;"
vertex="1">
<mxGeometry height="45" width="160" x="600" y="345" as="geometry" />
</mxCell>
<mxCell id="bench_symbol" parent="1"
style="rounded=1;whiteSpace=wrap;html=1;fillColor=#E3F2FD;strokeColor=#1565C0;fontSize=10;align=center;"
value="🔣 Symbolic&lt;br&gt;&lt;font style=&quot;font-size: 9px;&quot;&gt;Last Letter Concat, Coin Flip&lt;/font&gt;"
vertex="1">
<mxGeometry height="40" width="160" x="600" y="395" as="geometry" />
</mxCell>
<mxCell id="task_header" parent="1"
style="text;html=1;strokeColor=none;fillColor=none;align=left;verticalAlign=middle;whiteSpace=wrap;rounded=0;fontSize=16;fontStyle=1;fontColor=#1a237e;"
value="🎯 Task Types &amp; Results" vertex="1">
<mxGeometry height="30" width="200" x="40" y="445" as="geometry" />
</mxCell>
<mxCell id="task_arith" parent="1"
style="ellipse;whiteSpace=wrap;html=1;fillColor=#BBDEFB;strokeColor=#1565C0;fontSize=11;fontStyle=1;"
value="Arithmetic&lt;br&gt;Reasoning" vertex="1">
<mxGeometry height="60" width="90" x="40" y="480" as="geometry" />
</mxCell>
<mxCell id="task_arith_res" parent="1"
style="text;html=1;strokeColor=none;fillColor=none;align=center;verticalAlign=top;whiteSpace=wrap;rounded=0;fontSize=9;fontColor=#1565C0;"
value="SOTA on GSM8K&lt;br&gt;(57% vs 55% prior)" vertex="1">
<mxGeometry height="30" width="110" x="30" y="540" as="geometry" />
</mxCell>
<mxCell id="task_common" parent="1"
style="ellipse;whiteSpace=wrap;html=1;fillColor=#C8E6C9;strokeColor=#2E7D32;fontSize=11;fontStyle=1;"
value="Commonsense&lt;br&gt;Reasoning" vertex="1">
<mxGeometry height="60" width="90" x="160" y="480" as="geometry" />
</mxCell>
<mxCell id="task_common_res" parent="1"
style="text;html=1;strokeColor=none;fillColor=none;align=center;verticalAlign=top;whiteSpace=wrap;rounded=0;fontSize=9;fontColor=#2E7D32;"
value="SOTA StrategyQA&lt;br&gt;(75.6% vs 69.4%)" vertex="1">
<mxGeometry height="30" width="110" x="150" y="540" as="geometry" />
</mxCell>
<mxCell id="task_symbol" parent="1"
style="ellipse;whiteSpace=wrap;html=1;fillColor=#FFE0B2;strokeColor=#EF6C00;fontSize=11;fontStyle=1;"
value="Symbolic&lt;br&gt;Reasoning" vertex="1">
<mxGeometry height="60" width="90" x="280" y="480" as="geometry" />
</mxCell>
<mxCell id="task_symbol_res" parent="1"
style="text;html=1;strokeColor=none;fillColor=none;align=center;verticalAlign=top;whiteSpace=wrap;rounded=0;fontSize=9;fontColor=#EF6C00;"
value="OOD Generalization&lt;br&gt;to longer sequences" vertex="1">
<mxGeometry height="30" width="110" x="270" y="540" as="geometry" />
</mxCell>
<mxCell id="task_arrow1" edge="1" parent="1"
style="endArrow=classic;html=1;strokeColor=#9E9E9E;strokeWidth=2;" value="">
<mxGeometry height="50" relative="1" width="50" as="geometry">
<mxPoint x="130" y="510" as="sourcePoint" />
<mxPoint x="160" y="510" as="targetPoint" />
</mxGeometry>
</mxCell>
<mxCell id="task_arrow2" edge="1" parent="1"
style="endArrow=classic;html=1;strokeColor=#9E9E9E;strokeWidth=2;" value="">
<mxGeometry height="50" relative="1" width="50" as="geometry">
<mxPoint x="250" y="510" as="sourcePoint" />
<mxPoint x="280" y="510" as="targetPoint" />
</mxGeometry>
</mxCell>
<mxCell id="models_header" parent="1"
style="text;html=1;strokeColor=none;fillColor=none;align=left;verticalAlign=middle;whiteSpace=wrap;rounded=0;fontSize=16;fontStyle=1;fontColor=#1a237e;"
value="🤖 Models Tested" vertex="1">
<mxGeometry height="30" width="150" x="400" y="445" as="geometry" />
</mxCell>
<mxCell id="models_box" parent="1"
style="rounded=1;whiteSpace=wrap;html=1;fillColor=#ECEFF1;strokeColor=#607D8B;arcSize=8;"
value="" vertex="1">
<mxGeometry height="95" width="180" x="400" y="475" as="geometry" />
</mxCell>
<mxCell id="model1" parent="1"
style="text;html=1;strokeColor=none;fillColor=none;align=left;verticalAlign=middle;whiteSpace=wrap;rounded=0;fontSize=11;spacingLeft=10;"
value="• GPT-3 (175B)" vertex="1">
<mxGeometry height="20" width="90" x="400" y="480" as="geometry" />
</mxCell>
<mxCell id="model2" parent="1"
style="text;html=1;strokeColor=none;fillColor=none;align=left;verticalAlign=middle;whiteSpace=wrap;rounded=0;fontSize=11;spacingLeft=10;"
value="• LaMDA (137B)" vertex="1">
<mxGeometry height="20" width="90" x="400" y="500" as="geometry" />
</mxCell>
<mxCell id="model3" parent="1"
style="text;html=1;strokeColor=none;fillColor=none;align=left;verticalAlign=middle;whiteSpace=wrap;rounded=0;fontSize=11;spacingLeft=10;"
value="• PaLM (540B)" vertex="1">
<mxGeometry height="20" width="90" x="400" y="520" as="geometry" />
</mxCell>
<mxCell id="model4" parent="1"
style="text;html=1;strokeColor=none;fillColor=none;align=left;verticalAlign=middle;whiteSpace=wrap;rounded=0;fontSize=11;spacingLeft=10;"
value="• Codex" vertex="1">
<mxGeometry height="20" width="80" x="490" y="480" as="geometry" />
</mxCell>
<mxCell id="model5" parent="1"
style="text;html=1;strokeColor=none;fillColor=none;align=left;verticalAlign=middle;whiteSpace=wrap;rounded=0;fontSize=11;spacingLeft=10;"
value="• UL2 (20B)" vertex="1">
<mxGeometry height="20" width="80" x="490" y="500" as="geometry" />
</mxCell>
<mxCell id="model_note" parent="1"
style="text;html=1;strokeColor=none;fillColor=none;align=center;verticalAlign=middle;whiteSpace=wrap;rounded=0;fontSize=10;fontStyle=2;fontColor=#607D8B;"
value="No finetuning - prompting only!" vertex="1">
<mxGeometry height="20" width="180" x="400" y="545" as="geometry" />
</mxCell>
<mxCell id="takeaway_header" parent="1"
style="text;html=1;strokeColor=none;fillColor=none;align=left;verticalAlign=middle;whiteSpace=wrap;rounded=0;fontSize=16;fontStyle=1;fontColor=#1a237e;"
value="✨ Key Takeaways" vertex="1">
<mxGeometry height="30" width="160" x="600" y="445" as="geometry" />
</mxCell>
<mxCell id="takeaway_box" parent="1"
style="rounded=1;whiteSpace=wrap;html=1;fillColor=#FFF8E1;strokeColor=#FFA000;arcSize=8;"
value="" vertex="1">
<mxGeometry height="95" width="160" x="600" y="475" as="geometry" />
</mxCell>
<mxCell id="take1" parent="1"
style="text;html=1;strokeColor=none;fillColor=none;align=left;verticalAlign=middle;whiteSpace=wrap;rounded=0;fontSize=10;spacingLeft=5;"
value="✓ Simple yet powerful" vertex="1">
<mxGeometry height="18" width="150" x="605" y="480" as="geometry" />
</mxCell>
<mxCell id="take2" parent="1"
style="text;html=1;strokeColor=none;fillColor=none;align=left;verticalAlign=middle;whiteSpace=wrap;rounded=0;fontSize=10;spacingLeft=5;"
value="✓ Emergent at scale" vertex="1">
<mxGeometry height="18" width="150" x="605" y="498" as="geometry" />
</mxCell>
<mxCell id="take3" parent="1"
style="text;html=1;strokeColor=none;fillColor=none;align=left;verticalAlign=middle;whiteSpace=wrap;rounded=0;fontSize=10;spacingLeft=5;"
value="✓ Broadly applicable" vertex="1">
<mxGeometry height="18" width="150" x="605" y="516" as="geometry" />
</mxCell>
<mxCell id="take4" parent="1"
style="text;html=1;strokeColor=none;fillColor=none;align=left;verticalAlign=middle;whiteSpace=wrap;rounded=0;fontSize=10;spacingLeft=5;"
value="✓ No training needed" vertex="1">
<mxGeometry height="18" width="150" x="605" y="534" as="geometry" />
</mxCell>
<mxCell id="take5" parent="1"
style="text;html=1;strokeColor=none;fillColor=none;align=left;verticalAlign=middle;whiteSpace=wrap;rounded=0;fontSize=10;spacingLeft=5;"
value="✓ State-of-the-art results" vertex="1">
<mxGeometry height="18" width="150" x="605" y="552" as="geometry" />
</mxCell>
<mxCell id="format_header" parent="1"
style="text;html=1;strokeColor=none;fillColor=none;align=left;verticalAlign=middle;whiteSpace=wrap;rounded=0;fontSize=14;fontStyle=1;fontColor=#1a237e;"
value="📝 Prompt Format" vertex="1">
<mxGeometry height="25" width="150" x="40" y="575" as="geometry" />
</mxCell>
<mxCell id="format_box" parent="1"
style="rounded=1;whiteSpace=wrap;html=1;fillColor=#E1BEE7;strokeColor=#7B1FA2;fontSize=12;fontStyle=1;"
value="〈 Input, Chain of Thought, Output 〉" vertex="1">
<mxGeometry height="35" width="250" x="40" y="600" as="geometry" />
</mxCell>
<mxCell id="limit_header" parent="1"
style="text;html=1;strokeColor=none;fillColor=none;align=left;verticalAlign=middle;whiteSpace=wrap;rounded=0;fontSize=14;fontStyle=1;fontColor=#1a237e;"
value="⚠️ Limitations" vertex="1">
<mxGeometry height="25" width="120" x="310" y="575" as="geometry" />
</mxCell>
<mxCell id="limit_box" parent="1"
style="rounded=1;whiteSpace=wrap;html=1;fillColor=#FFEBEE;strokeColor=#C62828;fontSize=10;align=left;spacingLeft=8;"
value="• Requires large models (~100B+)&lt;br&gt;• No guarantee of correct reasoning&lt;br&gt;• Costly to serve in production"
vertex="1">
<mxGeometry height="55" width="200" x="310" y="600" as="geometry" />
</mxCell>
<mxCell id="impact_header" parent="1"
style="text;html=1;strokeColor=none;fillColor=none;align=left;verticalAlign=middle;whiteSpace=wrap;rounded=0;fontSize=14;fontStyle=1;fontColor=#1a237e;"
value="🚀 Impact" vertex="1">
<mxGeometry height="25" width="100" x="530" y="575" as="geometry" />
</mxCell>
<mxCell id="impact_box" parent="1"
style="rounded=1;whiteSpace=wrap;html=1;fillColor=#E8F5E9;strokeColor=#2E7D32;fontSize=10;align=left;spacingLeft=8;spacingRight=8;"
value="Foundational technique for modern LLM reasoning - inspired many follow-up works including Self-Consistency, Tree-of-Thought, etc."
vertex="1">
<mxGeometry height="55" width="230" x="530" y="600" as="geometry" />
</mxCell>`,
},
{
promptText: "Draw a cat for me",
hasImage: false,
xml: `<mxCell id="2" value="" style="ellipse;whiteSpace=wrap;html=1;aspect=fixed;fillColor=#FFE6CC;strokeColor=#000000;strokeWidth=2;" vertex="1" parent="1">
<mxGeometry x="300" y="150" width="120" height="120" as="geometry"/>
</mxCell>
<mxCell id="3" value="" style="triangle;whiteSpace=wrap;html=1;fillColor=#FFE6CC;strokeColor=#000000;strokeWidth=2;rotation=30;" vertex="1" parent="1">
<mxGeometry x="280" y="120" width="50" height="60" as="geometry"/>
</mxCell>
<mxCell id="4" value="" style="triangle;whiteSpace=wrap;html=1;fillColor=#FFE6CC;strokeColor=#000000;strokeWidth=2;rotation=-30;" vertex="1" parent="1">
<mxGeometry x="390" y="120" width="50" height="60" as="geometry"/>
</mxCell>
<mxCell id="5" value="" style="triangle;whiteSpace=wrap;html=1;fillColor=#FFB6C1;strokeColor=none;rotation=30;" vertex="1" parent="1">
<mxGeometry x="290" y="135" width="30" height="35" as="geometry"/>
</mxCell>
<mxCell id="6" value="" style="triangle;whiteSpace=wrap;html=1;fillColor=#FFB6C1;strokeColor=none;rotation=-30;" vertex="1" parent="1">
<mxGeometry x="400" y="135" width="30" height="35" as="geometry"/>
</mxCell>
<mxCell id="7" value="" style="ellipse;whiteSpace=wrap;html=1;aspect=fixed;fillColor=#000000;strokeColor=#000000;" vertex="1" parent="1">
<mxGeometry x="325" y="185" width="15" height="15" as="geometry"/>
</mxCell>
<mxCell id="8" value="" style="ellipse;whiteSpace=wrap;html=1;aspect=fixed;fillColor=#000000;strokeColor=#000000;" vertex="1" parent="1">
<mxGeometry x="380" y="185" width="15" height="15" as="geometry"/>
</mxCell>
<mxCell id="9" value="" style="triangle;whiteSpace=wrap;html=1;fillColor=#FFB6C1;strokeColor=#000000;strokeWidth=1;rotation=180;" vertex="1" parent="1">
<mxGeometry x="350" y="210" width="20" height="15" as="geometry"/>
</mxCell>
<mxCell id="10" value="" style="curved=1;endArrow=none;html=1;strokeColor=#000000;strokeWidth=2;exitX=0.5;exitY=1;exitDx=0;exitDy=0;" edge="1" parent="1">
<mxGeometry width="50" height="50" relative="1" as="geometry">
<mxPoint x="360" y="220" as="sourcePoint"/>
<mxPoint x="340" y="235" as="targetPoint"/>
<Array as="points">
<mxPoint x="355" y="230"/>
</Array>
</mxGeometry>
</mxCell>
<mxCell id="11" value="" style="curved=1;endArrow=none;html=1;strokeColor=#000000;strokeWidth=2;" edge="1" parent="1">
<mxGeometry width="50" height="50" relative="1" as="geometry">
<mxPoint x="360" y="220" as="sourcePoint"/>
<mxPoint x="380" y="235" as="targetPoint"/>
<Array as="points">
<mxPoint x="365" y="230"/>
</Array>
</mxGeometry>
</mxCell>
<mxCell id="12" value="" style="endArrow=none;html=1;strokeColor=#000000;strokeWidth=1.5;" edge="1" parent="1">
<mxGeometry width="50" height="50" relative="1" as="geometry">
<mxPoint x="310" y="200" as="sourcePoint"/>
<mxPoint x="260" y="195" as="targetPoint"/>
</mxGeometry>
</mxCell>
<mxCell id="13" value="" style="endArrow=none;html=1;strokeColor=#000000;strokeWidth=1.5;" edge="1" parent="1">
<mxGeometry width="50" height="50" relative="1" as="geometry">
<mxPoint x="310" y="210" as="sourcePoint"/>
<mxPoint x="260" y="210" as="targetPoint"/>
</mxGeometry>
</mxCell>
<mxCell id="14" value="" style="endArrow=none;html=1;strokeColor=#000000;strokeWidth=1.5;" edge="1" parent="1">
<mxGeometry width="50" height="50" relative="1" as="geometry">
<mxPoint x="310" y="220" as="sourcePoint"/>
<mxPoint x="260" y="225" as="targetPoint"/>
</mxGeometry>
</mxCell>
<mxCell id="15" value="" style="endArrow=none;html=1;strokeColor=#000000;strokeWidth=1.5;" edge="1" parent="1">
<mxGeometry width="50" height="50" relative="1" as="geometry">
<mxPoint x="410" y="200" as="sourcePoint"/>
<mxPoint x="460" y="195" as="targetPoint"/>
</mxGeometry>
</mxCell>
<mxCell id="16" value="" style="endArrow=none;html=1;strokeColor=#000000;strokeWidth=1.5;" edge="1" parent="1">
<mxGeometry width="50" height="50" relative="1" as="geometry">
<mxPoint x="410" y="210" as="sourcePoint"/>
<mxPoint x="460" y="210" as="targetPoint"/>
</mxGeometry>
</mxCell>
<mxCell id="17" value="" style="endArrow=none;html=1;strokeColor=#000000;strokeWidth=1.5;" edge="1" parent="1">
<mxGeometry width="50" height="50" relative="1" as="geometry">
<mxPoint x="410" y="220" as="sourcePoint"/>
<mxPoint x="460" y="225" as="targetPoint"/>
</mxGeometry>
</mxCell>
<mxCell id="18" value="" style="ellipse;whiteSpace=wrap;html=1;fillColor=#FFE6CC;strokeColor=#000000;strokeWidth=2;" vertex="1" parent="1">
<mxGeometry x="285" y="250" width="150" height="180" as="geometry"/>
</mxCell>
<mxCell id="19" value="" style="ellipse;whiteSpace=wrap;html=1;fillColor=#FFFFFF;strokeColor=none;" vertex="1" parent="1">
<mxGeometry x="315" y="280" width="90" height="120" as="geometry"/>
</mxCell>
<mxCell id="20" value="" style="ellipse;whiteSpace=wrap;html=1;fillColor=#FFE6CC;strokeColor=#000000;strokeWidth=2;" vertex="1" parent="1">
<mxGeometry x="300" y="410" width="40" height="50" as="geometry"/>
</mxCell>
<mxCell id="21" value="" style="ellipse;whiteSpace=wrap;html=1;fillColor=#FFE6CC;strokeColor=#000000;strokeWidth=2;" vertex="1" parent="1">
<mxGeometry x="380" y="410" width="40" height="50" as="geometry"/>
</mxCell>
<mxCell id="22" value="" style="curved=1;endArrow=none;html=1;strokeColor=#000000;strokeWidth=3;fillColor=#FFE6CC;" edge="1" parent="1">
<mxGeometry width="50" height="50" relative="1" as="geometry">
<mxPoint x="285" y="340" as="sourcePoint"/>
<mxPoint x="240" y="260" as="targetPoint"/>
<Array as="points">
<mxPoint x="260" y="350"/>
<mxPoint x="240" y="320"/>
<mxPoint x="235" y="290"/>
</Array>
</mxGeometry>
</mxCell>`,
},
]
export function findCachedResponse(
promptText: string,
hasImage: boolean,
): CachedResponse | undefined {
return CACHED_EXAMPLE_RESPONSES.find(
(c) =>
c.promptText === promptText &&
c.hasImage === hasImage &&
c.xml !== "",
)
}