mirror of
https://github.com/DayuanJiang/next-ai-draw-io.git
synced 2026-01-02 22:32:27 +08:00
0851b32b67
* refactor: simplify LLM XML format to output bare mxCells only - Update wrapWithMxFile() to always add root cells (id=0, id=1) automatically - LLM now generates only mxCell elements starting from id=2 (no wrapper tags) - Update system prompts and tool descriptions with new format instructions - Update cached responses to remove root cells and wrapper tags - Update truncation detection to check for complete mxCell endings - Update documentation in xml_guide.md * fix: address PR review issues for XML format refactor - Fix critical bug: inconsistent truncation check using old </root> pattern - Fix stale error message referencing </root> tag - Add isMxCellXmlComplete() helper for consistent truncation detection - Improve regex patterns to handle any attribute order in root cells - Update wrapWithMxFile JSDoc to document root cell removal behavior * fix: handle non-self-closing root cells in wrapWithMxFile regex
893 lines
56 KiB
TypeScript
893 lines
56 KiB
TypeScript
export interface CachedResponse {
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promptText: string
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hasImage: boolean
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xml: string
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}
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export const CACHED_EXAMPLE_RESPONSES: CachedResponse[] = [
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{
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promptText:
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"Give me a **animated connector** diagram of transformer's architecture",
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hasImage: false,
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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">
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<mxGeometry x="300" y="20" width="250" height="30" as="geometry"/>
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</mxCell>
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<mxCell id="input_embed" value="Input Embedding" style="rounded=1;whiteSpace=wrap;html=1;fillColor=#dae8fc;strokeColor=#6c8ebf;fontSize=11;" vertex="1" parent="1">
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<mxGeometry x="80" y="480" width="120" height="40" as="geometry"/>
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</mxCell>
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<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">
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<mxGeometry x="80" y="420" width="120" height="40" as="geometry"/>
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</mxCell>
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<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">
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<mxGeometry x="60" y="180" width="160" height="220" as="geometry"/>
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</mxCell>
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<mxCell id="mha_enc" value="Multi-Head
Attention" style="rounded=1;whiteSpace=wrap;html=1;fillColor=#fff2cc;strokeColor=#d6b656;fontSize=10;" vertex="1" parent="1">
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<mxGeometry x="80" y="330" width="120" height="50" as="geometry"/>
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</mxCell>
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<mxCell id="add_norm1_enc" value="Add & Norm" style="rounded=1;whiteSpace=wrap;html=1;fillColor=#d5e8d4;strokeColor=#82b366;fontSize=10;" vertex="1" parent="1">
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<mxGeometry x="80" y="280" width="120" height="30" as="geometry"/>
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</mxCell>
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<mxCell id="ff_enc" value="Feed Forward" style="rounded=1;whiteSpace=wrap;html=1;fillColor=#fff2cc;strokeColor=#d6b656;fontSize=10;" vertex="1" parent="1">
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<mxGeometry x="80" y="240" width="120" height="30" as="geometry"/>
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</mxCell>
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<mxCell id="add_norm2_enc" value="Add & Norm" style="rounded=1;whiteSpace=wrap;html=1;fillColor=#d5e8d4;strokeColor=#82b366;fontSize=10;" vertex="1" parent="1">
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<mxGeometry x="80" y="200" width="120" height="30" as="geometry"/>
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</mxCell>
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<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">
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<mxGeometry x="30" y="275" width="30" height="30" as="geometry"/>
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</mxCell>
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<mxCell id="output_embed" value="Output Embedding" style="rounded=1;whiteSpace=wrap;html=1;fillColor=#dae8fc;strokeColor=#6c8ebf;fontSize=11;" vertex="1" parent="1">
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<mxGeometry x="650" y="480" width="120" height="40" as="geometry"/>
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</mxCell>
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<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">
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<mxGeometry x="650" y="420" width="120" height="40" as="geometry"/>
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</mxCell>
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<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">
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<mxGeometry x="630" y="140" width="160" height="260" as="geometry"/>
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</mxCell>
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<mxCell id="masked_mha_dec" value="Masked Multi-Head
Attention" style="rounded=1;whiteSpace=wrap;html=1;fillColor=#fff2cc;strokeColor=#d6b656;fontSize=10;" vertex="1" parent="1">
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<mxGeometry x="650" y="340" width="120" height="50" as="geometry"/>
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</mxCell>
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<mxCell id="add_norm1_dec" value="Add & Norm" style="rounded=1;whiteSpace=wrap;html=1;fillColor=#d5e8d4;strokeColor=#82b366;fontSize=10;" vertex="1" parent="1">
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<mxGeometry x="650" y="290" width="120" height="30" as="geometry"/>
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</mxCell>
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<mxCell id="mha_dec" value="Multi-Head
Attention" style="rounded=1;whiteSpace=wrap;html=1;fillColor=#fff2cc;strokeColor=#d6b656;fontSize=10;" vertex="1" parent="1">
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<mxGeometry x="650" y="240" width="120" height="40" as="geometry"/>
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</mxCell>
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<mxCell id="add_norm2_dec" value="Add & Norm" style="rounded=1;whiteSpace=wrap;html=1;fillColor=#d5e8d4;strokeColor=#82b366;fontSize=10;" vertex="1" parent="1">
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<mxGeometry x="650" y="200" width="120" height="30" as="geometry"/>
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</mxCell>
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<mxCell id="ff_dec" value="Feed Forward" style="rounded=1;whiteSpace=wrap;html=1;fillColor=#fff2cc;strokeColor=#d6b656;fontSize=10;" vertex="1" parent="1">
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<mxGeometry x="650" y="160" width="120" height="30" as="geometry"/>
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</mxCell>
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<mxCell id="add_norm3_dec" value="Add & Norm" style="rounded=1;whiteSpace=wrap;html=1;fillColor=#d5e8d4;strokeColor=#82b366;fontSize=10;" vertex="1" parent="1">
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<mxGeometry x="650" y="120" width="120" height="30" as="geometry"/>
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</mxCell>
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<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">
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<mxGeometry x="790" y="255" width="30" height="30" as="geometry"/>
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</mxCell>
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<mxCell id="linear" value="Linear" style="rounded=1;whiteSpace=wrap;html=1;fillColor=#f8cecc;strokeColor=#b85450;fontSize=11;" vertex="1" parent="1">
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<mxGeometry x="650" y="80" width="120" height="30" as="geometry"/>
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</mxCell>
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<mxCell id="softmax" value="Softmax" style="rounded=1;whiteSpace=wrap;html=1;fillColor=#f8cecc;strokeColor=#b85450;fontSize=11;" vertex="1" parent="1">
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<mxGeometry x="650" y="40" width="120" height="30" as="geometry"/>
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</mxCell>
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<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">
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<mxGeometry x="640" y="0" width="140" height="30" as="geometry"/>
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</mxCell>
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<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">
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<mxGeometry relative="1" as="geometry"/>
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</mxCell>
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<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">
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<mxGeometry relative="1" as="geometry"/>
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</mxCell>
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<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">
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<mxGeometry relative="1" as="geometry"/>
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</mxCell>
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<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">
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<mxGeometry relative="1" as="geometry"/>
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</mxCell>
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<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">
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<mxGeometry relative="1" as="geometry"/>
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</mxCell>
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<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">
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<mxGeometry relative="1" as="geometry">
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<Array as="points">
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<mxPoint x="400" y="215"/>
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<mxPoint x="400" y="260"/>
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</Array>
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</mxGeometry>
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</mxCell>
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<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">
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<mxGeometry x="-0.1" y="1" relative="1" as="geometry">
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<mxPoint x="10" y="-9" as="offset"/>
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</mxGeometry>
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</mxCell>
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<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">
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<mxGeometry relative="1" as="geometry"/>
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</mxCell>
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<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">
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<mxGeometry relative="1" as="geometry"/>
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</mxCell>
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<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">
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<mxGeometry relative="1" as="geometry"/>
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</mxCell>
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<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">
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<mxGeometry relative="1" as="geometry"/>
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</mxCell>
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<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">
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<mxGeometry relative="1" as="geometry"/>
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</mxCell>
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<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">
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<mxGeometry relative="1" as="geometry"/>
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</mxCell>
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<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">
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<mxGeometry relative="1" as="geometry"/>
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</mxCell>
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<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">
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<mxGeometry relative="1" as="geometry"/>
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</mxCell>
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<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">
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<mxGeometry relative="1" as="geometry"/>
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</mxCell>
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<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">
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<mxGeometry relative="1" as="geometry"/>
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</mxCell>
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<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">
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<mxGeometry relative="1" as="geometry">
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<Array as="points">
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<mxPoint x="50" y="355"/>
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<mxPoint x="50" y="295"/>
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</Array>
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</mxGeometry>
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</mxCell>
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<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">
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<mxGeometry relative="1" as="geometry">
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<Array as="points">
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<mxPoint x="50" y="255"/>
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<mxPoint x="50" y="215"/>
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</Array>
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</mxGeometry>
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</mxCell>
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<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">
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<mxGeometry relative="1" as="geometry">
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<Array as="points">
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<mxPoint x="800" y="365"/>
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<mxPoint x="800" y="305"/>
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</Array>
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</mxGeometry>
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</mxCell>
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<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">
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<mxGeometry relative="1" as="geometry">
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<Array as="points">
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<mxPoint x="800" y="260"/>
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<mxPoint x="800" y="215"/>
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</Array>
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</mxGeometry>
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</mxCell>
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<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">
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<mxGeometry relative="1" as="geometry">
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<Array as="points">
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<mxPoint x="800" y="175"/>
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<mxPoint x="800" y="135"/>
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</Array>
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</mxGeometry>
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</mxCell>
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<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">
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<mxGeometry x="110" y="530" width="60" height="20" as="geometry"/>
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</mxCell>
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<mxCell id="output_label" value="Outputs
(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">
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<mxGeometry x="660" y="530" width="100" height="30" as="geometry"/>
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</mxCell>`,
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},
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{
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promptText: "Replicate this in aws style",
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hasImage: true,
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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">
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<mxGeometry x="340" y="40" width="880" height="520" as="geometry"/>
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</mxCell>
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<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">
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<mxGeometry x="80" y="240" width="78" height="78" as="geometry"/>
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</mxCell>
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|
||
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|
||
<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 !== "",
|
||
)
|
||
}
|