ai-agent-book 精选快照（<2MB 代码与文档，来自 github.com/bojieli/ai-agent-book）
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<text x="390" y="248" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#666666" text-anchor="middle">Autonomous Decision System</text>
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<text x="635" y="248" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="9" fill="#666666" text-anchor="middle">Perception · Execution · Collaboration · Code</text>
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<text x="150" y="82" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="13" fill="#555555" text-anchor="middle">Ch. 6 Evaluation · Ch. 7 Post-Training</text>
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<text x="170" y="315" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="10" fill="#555555" text-anchor="middle">Ch. 2 Context Engineering · Ch. 3 Knowledge Base</text>
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<text x="170" y="335" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="9" fill="#888888" text-anchor="middle">Prompt Engineering · KV Cache · Compression · Memory</text>
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<text x="170" y="355" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="12" fill="#888888" text-anchor="middle">RAG · Structured Indexing · Agentic RAG</text>
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<text x="610" y="335" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="9" fill="#888888" text-anchor="middle">MCP · Asynchronous Event Architecture · Tool Security</text>
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<text x="410.0" y="154.0" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#ffffff" text-anchor="middle" dominant-baseline="central" font-weight="bold">Inference time</text>
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<text x="410.0" y="204.0" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="normal">Soft update via attention</text>
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<text x="410.0" y="294.0" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="normal">Bounded by context window</text>
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<rect x="290.0" y="330" width="240" height="45" rx="4" fill="#f5f5f5" stroke="#999999" stroke-width="2"/>
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<text x="410.0" y="352" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14.5" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">e.g. learn a format from 3 examples</text>
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<rect x="550.0" y="65" width="240" height="65" rx="6" fill="#d0d0d0" stroke="#333333" stroke-width="2"/>
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<text x="670.0" y="97.5" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="20" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">Externalized learning</text>
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<text x="670.0" y="154.0" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#ffffff" text-anchor="middle" dominant-baseline="central" font-weight="bold">Runtime</text>
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<rect x="550.0" y="185" width="240" height="38" rx="6" fill="#f0f0f0" stroke="#333333" stroke-width="2"/>
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<text x="670.0" y="204.0" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14.0" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="normal">Knowledge base + generated tools</text>
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<rect x="550.0" y="230" width="240" height="38" rx="6" fill="#f0f0f0" stroke="#333333" stroke-width="2"/>
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<text x="670.0" y="249.0" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="normal">Persistent · updatable</text>
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<text x="670.0" y="294.0" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="normal">Reliable · verifiable</text>
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<rect x="550.0" y="330" width="240" height="45" rx="4" fill="#f5f5f5" stroke="#999999" stroke-width="2"/>
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<text x="670.0" y="352" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">e.g. freeze a workflow into a tool</text>
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<line x1="60" y1="430" x2="760" y2="430" stroke="#999999" stroke-width="2" marker-end="url(#ah-light)"/>
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<text x="60" y="455" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#666666" text-anchor="start" dominant-baseline="central" font-weight="normal">Slow (Weeks)</text>
|
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<text x="410" y="455" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">Learning Speed</text>
|
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<text x="760" y="455" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#666666" text-anchor="end" dominant-baseline="central" font-weight="normal">Fast (Milliseconds)</text>
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</svg>
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|
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<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 40 1000 430" width="1000" height="430" style="background:#ffffff">
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<defs><marker id="ah" markerWidth="12" markerHeight="8" refX="12" refY="4" orient="auto"><polygon points="0 0, 12 4, 0 8" fill="#333333"/></marker><marker id="ah-light" markerWidth="12" markerHeight="8" refX="12" refY="4" orient="auto"><polygon points="0 0, 12 4, 0 8" fill="#999999"/></marker></defs>
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<text x="236.0" y="56" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">System</text>
|
||||
<text x="236.0" y="76" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">prompt</text>
|
||||
<text x="354.0" y="56" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">Tool</text>
|
||||
<text x="354.0" y="76" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">definitions</text>
|
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<text x="472.0" y="56" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">Tool exec</text>
|
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<text x="472.0" y="76" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">results</text>
|
||||
<text x="590.0" y="56" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">Thought</text>
|
||||
<text x="590.0" y="76" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">process</text>
|
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<text x="708.0" y="56" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">History</text>
|
||||
<text x="708.0" y="76" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">messages</text>
|
||||
<text x="874" y="66" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">Result</text>
|
||||
<text x="168" y="128" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="end" dominant-baseline="central" font-weight="bold">Full baseline</text>
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<rect x="182" y="100" width="108" height="55" rx="6" fill="#f0f0f0" stroke="#333333" stroke-width="2"/>
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<text x="236.0" y="128" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="20" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="normal">✓</text>
|
||||
<rect x="300" y="100" width="108" height="55" rx="6" fill="#f0f0f0" stroke="#333333" stroke-width="2"/>
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<text x="354.0" y="128" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="20" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="normal">✓</text>
|
||||
<rect x="418" y="100" width="108" height="55" rx="6" fill="#f0f0f0" stroke="#333333" stroke-width="2"/>
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<text x="472.0" y="128" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="20" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="normal">✓</text>
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||||
<rect x="536" y="100" width="108" height="55" rx="6" fill="#f0f0f0" stroke="#333333" stroke-width="2"/>
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<text x="590.0" y="128" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="20" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="normal">✓</text>
|
||||
<rect x="654" y="100" width="108" height="55" rx="6" fill="#f0f0f0" stroke="#333333" stroke-width="2"/>
|
||||
<text x="708.0" y="128" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="20" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="normal">✓</text>
|
||||
<text x="874" y="128" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="normal">✓ Works normally</text>
|
||||
<text x="168" y="196" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="end" dominant-baseline="central" font-weight="bold">No tool defs</text>
|
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<rect x="182" y="168" width="108" height="55" rx="6" fill="#f0f0f0" stroke="#333333" stroke-width="2"/>
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<text x="236.0" y="196" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="20" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="normal">✓</text>
|
||||
<rect x="300" y="168" width="108" height="55" rx="6" fill="#ffffff" stroke="#999999" stroke-width="2" stroke-dasharray="8,4"/>
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<text x="354.0" y="196" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="20" fill="#999999" text-anchor="middle" dominant-baseline="central" font-weight="normal">✗</text>
|
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<rect x="418" y="168" width="108" height="55" rx="6" fill="#f0f0f0" stroke="#333333" stroke-width="2"/>
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<text x="472.0" y="196" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="20" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="normal">✓</text>
|
||||
<rect x="536" y="168" width="108" height="55" rx="6" fill="#f0f0f0" stroke="#333333" stroke-width="2"/>
|
||||
<text x="590.0" y="196" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="20" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="normal">✓</text>
|
||||
<rect x="654" y="168" width="108" height="55" rx="6" fill="#f0f0f0" stroke="#333333" stroke-width="2"/>
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<text x="708.0" y="196" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="20" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="normal">✓</text>
|
||||
<text x="874" y="196" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#999999" text-anchor="middle" dominant-baseline="central" font-weight="normal">✗ Cannot call tools</text>
|
||||
<text x="168" y="264" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="end" dominant-baseline="central" font-weight="bold">No tool results</text>
|
||||
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||||
<text x="236.0" y="264" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="20" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="normal">✓</text>
|
||||
<rect x="300" y="236" width="108" height="55" rx="6" fill="#f0f0f0" stroke="#333333" stroke-width="2"/>
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||||
<text x="354.0" y="264" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="20" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="normal">✓</text>
|
||||
<rect x="418" y="236" width="108" height="55" rx="6" fill="#ffffff" stroke="#999999" stroke-width="2" stroke-dasharray="8,4"/>
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<text x="472.0" y="264" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="20" fill="#999999" text-anchor="middle" dominant-baseline="central" font-weight="normal">✗</text>
|
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<rect x="536" y="236" width="108" height="55" rx="6" fill="#f0f0f0" stroke="#333333" stroke-width="2"/>
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<text x="590.0" y="264" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="20" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="normal">✓</text>
|
||||
<rect x="654" y="236" width="108" height="55" rx="6" fill="#f0f0f0" stroke="#333333" stroke-width="2"/>
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<text x="708.0" y="264" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="20" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="normal">✓</text>
|
||||
<text x="874" y="264" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#999999" text-anchor="middle" dominant-baseline="central" font-weight="normal">✗ Blind loop</text>
|
||||
<text x="168" y="332" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="end" dominant-baseline="central" font-weight="bold">No reasoning</text>
|
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<text x="236.0" y="332" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="20" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="normal">✓</text>
|
||||
<rect x="300" y="304" width="108" height="55" rx="6" fill="#f0f0f0" stroke="#333333" stroke-width="2"/>
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<text x="354.0" y="332" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="20" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="normal">✓</text>
|
||||
<rect x="418" y="304" width="108" height="55" rx="6" fill="#f0f0f0" stroke="#333333" stroke-width="2"/>
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<text x="472.0" y="332" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="20" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="normal">✓</text>
|
||||
<rect x="536" y="304" width="108" height="55" rx="6" fill="#ffffff" stroke="#999999" stroke-width="2" stroke-dasharray="8,4"/>
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<text x="590.0" y="332" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="20" fill="#999999" text-anchor="middle" dominant-baseline="central" font-weight="normal">✗</text>
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<rect x="654" y="304" width="108" height="55" rx="6" fill="#f0f0f0" stroke="#333333" stroke-width="2"/>
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<text x="708.0" y="332" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="20" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="normal">✓</text>
|
||||
<text x="874" y="332" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">△ Inconsistent decisions</text>
|
||||
<text x="168" y="400" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="end" dominant-baseline="central" font-weight="bold">No history</text>
|
||||
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<text x="236.0" y="400" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="20" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="normal">✓</text>
|
||||
<rect x="300" y="372" width="108" height="55" rx="6" fill="#f0f0f0" stroke="#333333" stroke-width="2"/>
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<text x="354.0" y="400" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="20" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="normal">✓</text>
|
||||
<rect x="418" y="372" width="108" height="55" rx="6" fill="#f0f0f0" stroke="#333333" stroke-width="2"/>
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||||
<text x="472.0" y="400" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="20" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="normal">✓</text>
|
||||
<rect x="536" y="372" width="108" height="55" rx="6" fill="#f0f0f0" stroke="#333333" stroke-width="2"/>
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<text x="590.0" y="400" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="20" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="normal">✓</text>
|
||||
<rect x="654" y="372" width="108" height="55" rx="6" fill="#ffffff" stroke="#999999" stroke-width="2" stroke-dasharray="8,4"/>
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<text x="708.0" y="400" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="20" fill="#999999" text-anchor="middle" dominant-baseline="central" font-weight="normal">✗</text>
|
||||
<text x="874" y="400" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">△ Repeated operations</text>
|
||||
</svg>
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|
After Width: | Height: | Size: 14 KiB |
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<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 40 820 640" width="820" height="640" style="background:#ffffff">
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<rect x="31.399200000000008" y="60" width="97.20159999999998" height="26" rx="13" fill="#666666" stroke="#333333" stroke-width="2"/>
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<text x="80.0" y="73.0" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#ffffff" text-anchor="middle" dominant-baseline="central" font-weight="bold">Round 1</text>
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<rect x="40" y="96" width="480" height="50" rx="6" fill="#f0f0f0" stroke="#333333" stroke-width="2"/>
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<text x="50" y="112" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="start" dominant-baseline="central" font-weight="bold">user</text>
|
||||
<text x="50" y="134" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#333333" text-anchor="start" dominant-baseline="central" font-weight="normal">"Calculate total annual revenue: Q1 $2.5M, Q2 €2.1M, Q3 £1.8M"</text>
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<text x="50" y="170" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#666666" text-anchor="start" dominant-baseline="central" font-weight="bold">assistant.reasoning</text>
|
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<text x="50" y="190" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#333333" text-anchor="start" dominant-baseline="central" font-weight="normal">"Need to convert EUR and GBP to USD, then aggregate"</text>
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<text x="50" y="225" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#666666" text-anchor="start" dominant-baseline="central" font-weight="bold">assistant.tool_calls</text>
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<text x="50" y="247" font-family="'Courier New', Courier, monospace" font-size="14" fill="#333333" text-anchor="start" dominant-baseline="central">convert_currency(2100000, "EUR", "USD")</text>
|
||||
<text x="50" y="265" font-family="'Courier New', Courier, monospace" font-size="14" fill="#333333" text-anchor="start" dominant-baseline="central">convert_currency(1800000, "GBP", "USD")</text>
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<rect x="40" y="291" width="480" height="55" rx="6" fill="#f0f0f0" stroke="#333333" stroke-width="2"/>
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<text x="50" y="305" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#666666" text-anchor="start" dominant-baseline="central" font-weight="bold">tool (result)</text>
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<text x="50" y="327" font-family="'Courier New', Courier, monospace" font-size="14" fill="#333333" text-anchor="start" dominant-baseline="central">EUR→USD: 2,282,608.70</text>
|
||||
<text x="290" y="327" font-family="'Courier New', Courier, monospace" font-size="14" fill="#333333" text-anchor="start" dominant-baseline="central">GBP→USD: 2,278,481.01</text>
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<text x="80.0" y="369.0" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#ffffff" text-anchor="middle" dominant-baseline="central" font-weight="bold">Round 2</text>
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<rect x="40" y="392" width="480" height="45" rx="6" fill="#e8e8e8" stroke="#333333" stroke-width="2"/>
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<text x="50" y="406" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#666666" text-anchor="start" dominant-baseline="central" font-weight="bold">assistant.reasoning</text>
|
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<text x="50" y="426" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#333333" text-anchor="start" dominant-baseline="central" font-weight="normal">"Exchange rates obtained, call code interpreter to aggregate"</text>
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<text x="50" y="461" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#666666" text-anchor="start" dominant-baseline="central" font-weight="bold">assistant.tool_calls</text>
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<text x="50" y="483" font-family="'Courier New', Courier, monospace" font-size="14" fill="#333333" text-anchor="start" dominant-baseline="central">code_interpreter("total = 2.5M + 2.28M + 2.28M")</text>
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<text x="80.0" y="520.0" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#ffffff" text-anchor="middle" dominant-baseline="central" font-weight="bold">Round 3</text>
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<text x="50" y="557" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="start" dominant-baseline="central" font-weight="bold">assistant.content (final answer)</text>
|
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<text x="50" y="579" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#333333" text-anchor="start" dominant-baseline="central" font-weight="normal">"Total annual revenue $7,061,089.71, quarterly average $2,353,696.57"</text>
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<text x="600" y="250" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="20" fill="#333333" text-anchor="start" dominant-baseline="central" font-weight="bold">Trajectory</text>
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<text x="600" y="280" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="20" fill="#333333" text-anchor="start" dominant-baseline="central" font-weight="normal">=</text>
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<text x="600" y="310" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="20" fill="#333333" text-anchor="start" dominant-baseline="central" font-weight="normal">Complete input seen</text>
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<text x="600" y="340" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="20" fill="#333333" text-anchor="start" dominant-baseline="central" font-weight="normal">by LLM at each</text>
|
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<text x="600" y="370" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="20" fill="#333333" text-anchor="start" dominant-baseline="central" font-weight="normal">call</text>
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<text x="582" y="428" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#666666" text-anchor="start" dominant-baseline="central" font-weight="bold">Key features</text>
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<text x="685" y="445" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">Context accumulation</text>
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<text x="685" y="470" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">Full history seen each round</text>
|
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<text x="685" y="500" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">Structured trajectory</text>
|
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<text x="685" y="525" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">user / assistant / tool</text>
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</svg>
|
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|
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<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 40 820 480" width="820" height="480" style="background:#ffffff">
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<text x="410" y="100" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="20" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">LLM（Kimi K3 / GPT-5.6）</text>
|
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<text x="410" y="130" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="15.5" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">Native agent capabilities after RL training</text>
|
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<rect x="620" y="70" width="180" height="210" rx="8" fill="#ffffff" stroke="#333333" stroke-width="2" stroke-dasharray="8,4"/>
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<text x="632" y="88" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#666666" text-anchor="start" dominant-baseline="central" font-weight="bold">Native tools</text>
|
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<rect x="635" y="105" width="150" height="50" rx="6" fill="#f0f0f0" stroke="#333333" stroke-width="2"/>
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<text x="710.0" y="130.0" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="normal">$web_search</text>
|
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<rect x="635" y="170" width="150" height="50" rx="6" fill="#f0f0f0" stroke="#333333" stroke-width="2"/>
|
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<text x="710.0" y="195.0" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="normal">code_interpreter</text>
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<rect x="635" y="235" width="150" height="50" rx="6" fill="#ffffff" stroke="#333333" stroke-width="2"/>
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<text x="710.0" y="260.0" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="normal">More tools...</text>
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<line x1="633" y1="195" x2="560" y2="145" stroke="#333333" stroke-width="2" marker-end="url(#ah)"/>
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<rect x="100" y="210" width="460" height="280" rx="8" fill="#ffffff" stroke="#333333" stroke-width="2" stroke-dasharray="8,4"/>
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<text x="112" y="228" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#666666" text-anchor="start" dominant-baseline="central" font-weight="bold">ReAct loop (autonomous execution within the model)</text>
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<rect x="120" y="250" width="200" height="55" rx="6" fill="#f0f0f0" stroke="#333333" stroke-width="2"/>
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<text x="220.0" y="261.25" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="12.5" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="normal">User: Search for Bitcoin trend in</text>
|
||||
<text x="220.0" y="277.5" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="12.5" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="normal">the last month</text>
|
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<text x="220.0" y="293.75" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="12.5" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="normal"></text>
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<rect x="120" y="325" width="200" height="55" rx="6" fill="#e8e8e8" stroke="#333333" stroke-width="2"/>
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<text x="220.0" y="336.25" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="12.5" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="normal">Thought: Need to search</text>
|
||||
<text x="220.0" y="352.5" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="12.5" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="normal">real-time</text>
|
||||
<text x="220.0" y="368.75" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="12.5" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="normal">data, then analyze with code</text>
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<rect x="340" y="250" width="200" height="55" rx="6" fill="#f0f0f0" stroke="#333333" stroke-width="2"/>
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<text x="440.0" y="267.1" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="normal">Call $web_search</text>
|
||||
<text x="440.0" y="287.90000000000003" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="normal">"BTC price last month"</text>
|
||||
<line x1="322" y1="277" x2="338" y2="277" stroke="#333333" stroke-width="2" marker-end="url(#ah)"/>
|
||||
<rect x="340" y="325" width="200" height="55" rx="6" fill="#e8e8e8" stroke="#333333" stroke-width="2"/>
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<text x="440.0" y="342.1" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="normal">Result: [price data]</text>
|
||||
<text x="440.0" y="362.90000000000003" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="normal">$67,230 → $71,450</text>
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<line x1="440" y1="307" x2="440" y2="323" stroke="#333333" stroke-width="2" marker-end="url(#ah)"/>
|
||||
<rect x="120" y="400" width="200" height="55" rx="6" fill="#f0f0f0" stroke="#333333" stroke-width="2"/>
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<text x="220.0" y="418.4" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14.0" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="normal">Call code_interpreter</text>
|
||||
<text x="220.0" y="436.59999999999997" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14.0" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="normal">RSI, MACD calculation code</text>
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<rect x="340" y="400" width="200" height="55" rx="6" fill="#d0d0d0" stroke="#333333" stroke-width="2"/>
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<text x="440.0" y="419.375" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="12.5" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="normal">Final output: Technical analysis</text>
|
||||
<text x="440.0" y="435.625" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="12.5" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="normal">report + visualization chart</text>
|
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<line x1="322" y1="427" x2="338" y2="427" stroke="#333333" stroke-width="2" marker-end="url(#ah)"/>
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<path d="M 565,480 Q 523.2305639386065,308.0187097062208 410,172" fill="none" stroke="#999999" stroke-width="2" stroke-dasharray="8,4" marker-end="url(#ah-light)"/>
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<text x="605" y="330" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#666666" text-anchor="start" dominant-baseline="central" font-weight="bold">RL training signal</text>
|
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<rect x="15" y="70" width="230" height="120" rx="8" fill="#ffffff" stroke="#333333" stroke-width="2" stroke-dasharray="8,4"/>
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<text x="27" y="88" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="11.0" fill="#666666" text-anchor="start" dominant-baseline="central" font-weight="bold">Differences from traditional frameworks</text>
|
||||
<text x="130" y="110" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="11.5" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="normal">✗ No external orchestration code needed</text>
|
||||
<text x="130" y="135" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="12" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="normal">✗ No need to manually write ReAct loop</text>
|
||||
<text x="130" y="160" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="9.5" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="normal">✓ Model autonomously decides the entire process</text>
|
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</svg>
|
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|
After Width: | Height: | Size: 9.1 KiB |
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<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 820 470" width="820" height="470" role="img" aria-labelledby="title desc">
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<title id="title">Execution loop of an autonomous Agent</title>
|
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<desc id="desc">The Agent reasons, acts, and observes before checking exit conditions and either returning the final result or starting another iteration.</desc>
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</marker>
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<marker id="arrow-light" markerWidth="9" markerHeight="7" refX="8" refY="3.5" orient="auto" markerUnits="userSpaceOnUse">
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<polygon points="0 0, 9 3.5, 0 7" fill="#777777"/>
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</marker>
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<style>
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.sans { font-family: Arial, "Helvetica Neue", Helvetica, "PingFang SC", "Microsoft YaHei", sans-serif; }
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.code { font-family: "Courier New", Courier, monospace; }
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.heading { fill: #333333; font-size: 16px; font-weight: 700; }
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.body { fill: #333333; font-size: 15px; }
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.note { fill: #666666; font-size: 14px; }
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.box { stroke: #333333; stroke-width: 2; }
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.flow { fill: none; stroke: #333333; stroke-width: 2; marker-end: url(#arrow-dark); }
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</style>
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</defs>
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<rect width="820" height="470" fill="#ffffff"/>
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<!-- ReAct steps -->
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<rect class="box" x="45" y="70" width="210" height="96" rx="8" fill="#e8e8e8"/>
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<text class="sans heading" x="60" y="95" dominant-baseline="middle">① Think (Reasoning)</text>
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<text class="code body" x="150" y="132" text-anchor="middle" dominant-baseline="middle">"Need more info"</text>
|
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|
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<rect class="box" x="305" y="70" width="210" height="96" rx="8" fill="#f0f0f0"/>
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<text class="sans heading" x="320" y="95" dominant-baseline="middle">② Acting</text>
|
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<rect x="320" y="112" width="180" height="38" rx="5" fill="#ffffff" stroke="#777777"/>
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<text class="code body" x="410" y="132" text-anchor="middle" dominant-baseline="middle">web_search(...)</text>
|
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|
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<rect class="box" x="565" y="70" width="210" height="96" rx="8" fill="#f0f0f0"/>
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<text class="sans heading" x="580" y="95" dominant-baseline="middle">③ Observing</text>
|
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<rect x="580" y="112" width="180" height="38" rx="5" fill="#ffffff" stroke="#777777"/>
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<text class="code body" x="670" y="132" text-anchor="middle" dominant-baseline="middle">tool_result: "..."</text>
|
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|
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<line class="flow" x1="515" y1="118" x2="562" y2="118"/>
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<line class="flow" x1="670" y1="166" x2="670" y2="207"/>
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|
||||
<!-- Exit criteria feed the decision point -->
|
||||
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<text class="sans heading" x="65" y="244" dominant-baseline="middle">Exit conditions (any one)</text>
|
||||
<line x1="65" y1="258" x2="455" y2="258" stroke="#cccccc"/>
|
||||
<text class="sans body" x="65" y="282" dominant-baseline="middle">① Task complete</text>
|
||||
<text class="sans body" x="250" y="282" dominant-baseline="middle">② final_answer called</text>
|
||||
<text class="sans body" x="65" y="314" dominant-baseline="middle">③ No tool call</text>
|
||||
<text class="sans body" x="250" y="314" dominant-baseline="middle">④ Error limit exceeded</text>
|
||||
<text class="sans body" x="65" y="346" dominant-baseline="middle">⑤ Max rounds reached</text>
|
||||
|
||||
<path d="M 475 260 H 587" fill="none" stroke="#777777" stroke-width="2" stroke-dasharray="6 4" marker-end="url(#arrow-light)"/>
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<rect x="493" y="238" width="80" height="20" rx="3" fill="#ffffff"/>
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||||
<text class="sans note" x="533" y="248" text-anchor="middle" dominant-baseline="middle">Decision criteria</text>
|
||||
|
||||
<!-- Stop decision and branches -->
|
||||
<polygon class="box" points="670,208 750,260 670,312 590,260" fill="#e2e2e2"/>
|
||||
<text class="sans heading" x="670" y="252" text-anchor="middle" dominant-baseline="middle">Exit condition</text>
|
||||
<text class="sans heading" x="670" y="273" text-anchor="middle" dominant-baseline="middle">met?</text>
|
||||
|
||||
<path class="flow" d="M 750 260 H 795 V 35 H 150 V 67"/>
|
||||
<text class="sans note" x="765" y="245" dominant-baseline="middle">No</text>
|
||||
<rect x="360" y="43" width="120" height="22" rx="3" fill="#ffffff"/>
|
||||
<text class="sans note" x="420" y="54" text-anchor="middle" dominant-baseline="middle">Continue the loop</text>
|
||||
|
||||
<line class="flow" x1="670" y1="312" x2="670" y2="379"/>
|
||||
<text class="sans note" x="685" y="346" dominant-baseline="middle">Yes</text>
|
||||
<rect class="box" x="555" y="382" width="230" height="68" rx="8" fill="#d6d6d6"/>
|
||||
<text class="sans heading" x="670" y="416" text-anchor="middle" dominant-baseline="middle">Return final result</text>
|
||||
</svg>
|
||||
|
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|
||||
<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 40 780 520" width="780" height="520" style="background:#ffffff">
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<defs><marker id="ah" markerWidth="12" markerHeight="8" refX="12" refY="4" orient="auto"><polygon points="0 0, 12 4, 0 8" fill="#333333"/></marker><marker id="ah-light" markerWidth="12" markerHeight="8" refX="12" refY="4" orient="auto"><polygon points="0 0, 12 4, 0 8" fill="#999999"/></marker></defs>
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<rect x="20" y="55" width="350" height="480" rx="8" fill="#ffffff" stroke="#333333" stroke-width="2" stroke-dasharray="8,4"/>
|
||||
<text x="32" y="73" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#666666" text-anchor="start" dominant-baseline="central" font-weight="bold">Shared Context (Inherited Collaboration)</text>
|
||||
<rect x="35" y="82" width="320" height="100" rx="4" fill="#d0d0d0" stroke="#333333" stroke-width="2"/>
|
||||
<text x="43" y="96" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="start" dominant-baseline="central" font-weight="bold">Phase 1: Requirements Analyst</text>
|
||||
<text x="47" y="114" font-family="'Courier New', Courier, monospace" font-size="7" fill="#333333" text-anchor="start" dominant-baseline="central">sys: "Your responsibility is to fully understand the requirements..."</text>
|
||||
<text x="47" y="132" font-family="'Courier New', Courier, monospace" font-size="12" fill="#333333" text-anchor="start" dominant-baseline="central">tools: [ask_question, save_req]</text>
|
||||
<text x="47" y="150" font-family="'Courier New', Courier, monospace" font-size="12" fill="#333333" text-anchor="start" dominant-baseline="central">user: "Write a CSV analysis script"</text>
|
||||
<text x="47" y="168" font-family="'Courier New', Courier, monospace" font-size="11" fill="#333333" text-anchor="start" dominant-baseline="central">agent: "What file types need to be processed?"</text>
|
||||
<rect x="35" y="184" width="320" height="100" rx="4" fill="#f0f0f0" stroke="#333333" stroke-width="2"/>
|
||||
<text x="43" y="198" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="start" dominant-baseline="central" font-weight="bold">Phase 2: Software Engineer</text>
|
||||
<text x="47" y="216" font-family="'Courier New', Courier, monospace" font-size="9.5" fill="#333333" text-anchor="start" dominant-baseline="central">sys: "Write code based on confirmed requirements..."</text>
|
||||
<text x="47" y="234" font-family="'Courier New', Courier, monospace" font-size="12" fill="#333333" text-anchor="start" dominant-baseline="central">tools: [write_file, execute_code]</text>
|
||||
<text x="47" y="252" font-family="'Courier New', Courier, monospace" font-size="12" fill="#333333" text-anchor="start" dominant-baseline="central">agent: write_file("analyze.py", ...)</text>
|
||||
<text x="47" y="270" font-family="'Courier New', Courier, monospace" font-size="12" fill="#333333" text-anchor="start" dominant-baseline="central">agent: execute_code("python test.py")</text>
|
||||
<rect x="35" y="286" width="320" height="100" rx="4" fill="#f0f0f0" stroke="#333333" stroke-width="2"/>
|
||||
<text x="43" y="300" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="start" dominant-baseline="central" font-weight="bold">Phase 3: Code Reviewer</text>
|
||||
<text x="47" y="318" font-family="'Courier New', Courier, monospace" font-size="12" fill="#333333" text-anchor="start" dominant-baseline="central">sys: "Review code quality and security..."</text>
|
||||
<text x="47" y="336" font-family="'Courier New', Courier, monospace" font-size="12" fill="#333333" text-anchor="start" dominant-baseline="central">tools: [run_linter, run_tests]</text>
|
||||
<text x="47" y="354" font-family="'Courier New', Courier, monospace" font-size="12" fill="#333333" text-anchor="start" dominant-baseline="central">agent: run_linter → 2 warnings</text>
|
||||
<text x="47" y="372" font-family="'Courier New', Courier, monospace" font-size="12" fill="#333333" text-anchor="start" dominant-baseline="central">agent: approve_code()</text>
|
||||
<rect x="35" y="388" width="320" height="28" rx="3" fill="#f5f5f5" stroke="#333333" stroke-width="2"/>
|
||||
<text x="195" y="402" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="13" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">↑ All phases share the same conversation history</text>
|
||||
<text x="195" y="434" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">✓ Complete trace</text>
|
||||
<text x="195" y="456" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">✗ Rapid context expansion</text>
|
||||
<rect x="410" y="55" width="350" height="480" rx="8" fill="#ffffff" stroke="#333333" stroke-width="2" stroke-dasharray="8,4"/>
|
||||
<text x="422" y="73" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#666666" text-anchor="start" dominant-baseline="central" font-weight="bold">No Shared Context (Isolated Collaboration)</text>
|
||||
<rect x="425" y="82" width="320" height="80" rx="4" fill="#f0f0f0" stroke="#333333" stroke-width="2"/>
|
||||
<text x="433" y="96" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="start" dominant-baseline="central" font-weight="bold">Glossary Agent</text>
|
||||
<text x="437" y="114" font-family="'Courier New', Courier, monospace" font-size="12" fill="#333333" text-anchor="start" dominant-baseline="central">sys: "Identify terms and translate..."</text>
|
||||
<text x="437" y="132" font-family="'Courier New', Courier, monospace" font-size="12" fill="#333333" text-anchor="start" dominant-baseline="central">tools: [search_dict, write_file]</text>
|
||||
<text x="437" y="150" font-family="'Courier New', Courier, monospace" font-size="12" fill="#333333" text-anchor="start" dominant-baseline="central">→ glossary.json</text>
|
||||
<rect x="425" y="170" width="320" height="80" rx="4" fill="#f0f0f0" stroke="#333333" stroke-width="2"/>
|
||||
<text x="433" y="184" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="start" dominant-baseline="central" font-weight="bold">Translation Agent</text>
|
||||
<text x="437" y="202" font-family="'Courier New', Courier, monospace" font-size="12" fill="#333333" text-anchor="start" dominant-baseline="central">sys: "Translate this chapter..."</text>
|
||||
<text x="437" y="220" font-family="'Courier New', Courier, monospace" font-size="12" fill="#333333" text-anchor="start" dominant-baseline="central">tools: [read_file, write_file]</text>
|
||||
<text x="437" y="238" font-family="'Courier New', Courier, monospace" font-size="12" fill="#333333" text-anchor="start" dominant-baseline="central">→ chapter1_zh.md</text>
|
||||
<rect x="425" y="258" width="320" height="80" rx="4" fill="#f0f0f0" stroke="#333333" stroke-width="2"/>
|
||||
<text x="433" y="272" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="start" dominant-baseline="central" font-weight="bold">Proofreading Agent</text>
|
||||
<text x="437" y="290" font-family="'Courier New', Courier, monospace" font-size="12" fill="#333333" text-anchor="start" dominant-baseline="central">sys: "Check terminology consistency..."</text>
|
||||
<text x="437" y="308" font-family="'Courier New', Courier, monospace" font-size="12" fill="#333333" text-anchor="start" dominant-baseline="central">tools: [read_file, write_file]</text>
|
||||
<text x="437" y="326" font-family="'Courier New', Courier, monospace" font-size="12" fill="#333333" text-anchor="start" dominant-baseline="central">→ review_report.md</text>
|
||||
<rect x="425" y="351" width="320" height="65" rx="4" fill="#d0d0d0" stroke="#333333" stroke-width="2"/>
|
||||
<text x="585" y="367" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">Shared File System</text>
|
||||
<text x="437" y="389" font-family="'Courier New', Courier, monospace" font-size="10.5" fill="#333333" text-anchor="start" dominant-baseline="central">glossary.json chapter1_zh.md review_report.md</text>
|
||||
<text x="585" y="406" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">+ Tool call parameters pass structured data</text>
|
||||
<text x="585" y="433" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">✓ Modular · Extensible · Parallel</text>
|
||||
<text x="585" y="455" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">✗ Complex information synchronization</text>
|
||||
</svg>
|
||||
|
After Width: | Height: | Size: 9.3 KiB |
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|
||||
<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 40 780 560" width="780" height="560" style="background:#ffffff">
|
||||
<defs><marker id="ah" markerWidth="12" markerHeight="8" refX="12" refY="4" orient="auto"><polygon points="0 0, 12 4, 0 8" fill="#333333"/></marker><marker id="ah-light" markerWidth="12" markerHeight="8" refX="12" refY="4" orient="auto"><polygon points="0 0, 12 4, 0 8" fill="#999999"/></marker></defs>
|
||||
|
||||
<rect x="260" y="55" width="260" height="75" rx="6" fill="#999999" stroke="#333333" stroke-width="2"/>
|
||||
<text x="390" y="75" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="20" fill="#ffffff" text-anchor="middle" dominant-baseline="central" font-weight="bold">Judge (Code-Driven)</text>
|
||||
<text x="390" y="97" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="10.5" fill="#ffffff" text-anchor="middle" dominant-baseline="central" font-weight="normal">Game State · Phase Control · Information Distribution</text>
|
||||
<text x="390" y="113" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#ffffff" text-anchor="middle" dominant-baseline="central" font-weight="normal">Night → Day → Vote → Settle</text>
|
||||
<rect x="40" y="180" width="135" height="155" rx="6" fill="#d0d0d0" stroke="#333333" stroke-width="2"/>
|
||||
<text x="107" y="200" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">🐺 Werewolf 1</text>
|
||||
<text x="107" y="228" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="9.5" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">Visible: Teammate Identities</text>
|
||||
<text x="107" y="252" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="9.5" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">Strategy: Disguise as Villager</text>
|
||||
<text x="107" y="276" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="13" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">Night: Choose Target</text>
|
||||
<line x1="390" y1="132" x2="107" y2="178" stroke="#999999" stroke-width="2" marker-end="url(#ah-light)"/>
|
||||
<rect x="130" y="315" width="40" height="18" rx="9" fill="#666666" stroke="#333333" stroke-width="2"/>
|
||||
<text x="150.0" y="324.0" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="7" fill="#ffffff" text-anchor="middle" dominant-baseline="central" font-weight="bold">Mutual Knowledge</text>
|
||||
<rect x="185" y="180" width="135" height="155" rx="6" fill="#d0d0d0" stroke="#333333" stroke-width="2"/>
|
||||
<text x="252" y="200" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">🐺 Werewolf 2</text>
|
||||
<text x="252" y="228" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="9.5" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">Visible: Teammate Identities</text>
|
||||
<text x="252" y="252" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="9.5" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">Strategy: Follow and Protect</text>
|
||||
<text x="252" y="276" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="12" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">Night: Negotiate Target</text>
|
||||
<line x1="390" y1="132" x2="252" y2="178" stroke="#999999" stroke-width="2" marker-end="url(#ah-light)"/>
|
||||
<rect x="275" y="315" width="40" height="18" rx="9" fill="#666666" stroke="#333333" stroke-width="2"/>
|
||||
<text x="295.0" y="324.0" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="7" fill="#ffffff" text-anchor="middle" dominant-baseline="central" font-weight="bold">Mutual Knowledge</text>
|
||||
<rect x="330" y="180" width="135" height="155" rx="6" fill="#f0f0f0" stroke="#333333" stroke-width="2"/>
|
||||
<text x="397" y="200" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">🔮 Seer</text>
|
||||
<text x="397" y="228" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="9.5" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">Visible: Investigation Results</text>
|
||||
<text x="397" y="252" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="8" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">Strategy: Choose When to Reveal</text>
|
||||
<text x="397" y="276" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="10" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">Night: Investigate 1 Person</text>
|
||||
<line x1="390" y1="132" x2="397" y2="178" stroke="#999999" stroke-width="2" marker-end="url(#ah-light)"/>
|
||||
<rect x="410" y="315" width="50" height="18" rx="9" fill="#666666" stroke="#333333" stroke-width="2"/>
|
||||
<text x="435.0" y="324.0" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="7" fill="#ffffff" text-anchor="middle" dominant-baseline="central" font-weight="bold">Investigation Results</text>
|
||||
<rect x="475" y="180" width="135" height="155" rx="6" fill="#f0f0f0" stroke="#333333" stroke-width="2"/>
|
||||
<text x="542" y="200" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">🧪 Witch</text>
|
||||
<text x="542" y="228" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="12.5" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">Visible: Death/Healing</text>
|
||||
<text x="542" y="252" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="8" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">Strategy: Preserve Potion/Antidote</text>
|
||||
<text x="542" y="276" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="9.5" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">Night: Save/Poison 1 Person</text>
|
||||
<line x1="390" y1="132" x2="542" y2="178" stroke="#999999" stroke-width="2" marker-end="url(#ah-light)"/>
|
||||
<rect x="620" y="180" width="135" height="155" rx="6" fill="#e8e8e8" stroke="#333333" stroke-width="2"/>
|
||||
<text x="687" y="200" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">👤 Villager ×2</text>
|
||||
<text x="687" y="228" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="9" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">Visible: Public Information Only</text>
|
||||
<text x="687" y="252" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="9.5" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">Strategy: Logical Reasoning</text>
|
||||
<text x="687" y="276" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="13" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">Day: Analyze Speech</text>
|
||||
<line x1="390" y1="132" x2="687" y2="178" stroke="#999999" stroke-width="2" marker-end="url(#ah-light)"/>
|
||||
<rect x="30" y="355" width="720" height="95" rx="4" fill="#f5f5f5" stroke="#333333" stroke-width="2"/>
|
||||
<text x="390" y="375" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="20" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">Information Access Control: Judge Filters Context by Role</text>
|
||||
<text x="50" y="399" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="15" fill="#333333" text-anchor="start" dominant-baseline="central" font-weight="bold">Werewolf:</text>
|
||||
<text x="132" y="399" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="15" fill="#666666" text-anchor="start" dominant-baseline="central" font-weight="normal">Ally IDs + night talk + public speech</text>
|
||||
<text x="400" y="399" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="15" fill="#333333" text-anchor="start" dominant-baseline="central" font-weight="bold">Seer:</text>
|
||||
<text x="485" y="399" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#666666" text-anchor="start" dominant-baseline="central" font-weight="normal">Own check results + public speech</text>
|
||||
<text x="50" y="423" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="15" fill="#333333" text-anchor="start" dominant-baseline="central" font-weight="bold">Witch:</text>
|
||||
<text x="132" y="423" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="15" fill="#666666" text-anchor="start" dominant-baseline="central" font-weight="normal">Deaths + potion status + public speech</text>
|
||||
<text x="400" y="423" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="15" fill="#333333" text-anchor="start" dominant-baseline="central" font-weight="bold">Villager:</text>
|
||||
<text x="485" y="423" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#666666" text-anchor="start" dominant-baseline="central" font-weight="normal">Public speech + votes only</text>
|
||||
<rect x="30" y="468" width="720" height="105" rx="4" fill="#f0f0f0" stroke="#333333" stroke-width="2"/>
|
||||
<text x="390" y="488" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="20" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">Real-time voice interaction (ASR + LLM + TTS)</text>
|
||||
<text x="137" y="514" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">Day discussion</text>
|
||||
<text x="137" y="534" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">Judge sets speak order</text>
|
||||
<text x="137" y="552" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">Speak in turn by seat</text>
|
||||
<text x="312" y="514" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">Voting phase</text>
|
||||
<text x="312" y="534" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">Collect player votes</text>
|
||||
<text x="312" y="552" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">Count + announce votes</text>
|
||||
<text x="487" y="514" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">Night phase</text>
|
||||
<text x="487" y="534" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">Wake roles in turn</text>
|
||||
<text x="487" y="552" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">Private voice channel</text>
|
||||
<text x="662" y="514" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">Human player</text>
|
||||
<text x="662" y="534" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">Randomly assign roles</text>
|
||||
<text x="662" y="552" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">Voice voting/speech</text>
|
||||
</svg>
|
||||
|
After Width: | Height: | Size: 14 KiB |
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|
||||
<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 40 780 455" width="780" height="455" style="background:#ffffff">
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<defs><marker id="ah" markerWidth="12" markerHeight="8" refX="12" refY="4" orient="auto"><polygon points="0 0, 12 4, 0 8" fill="#333333"/></marker><marker id="ah-light" markerWidth="12" markerHeight="8" refX="12" refY="4" orient="auto"><polygon points="0 0, 12 4, 0 8" fill="#999999"/></marker></defs>
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|
||||
<rect x="240" y="60" width="300" height="100" rx="6" fill="#d0d0d0" stroke="#333333" stroke-width="2"/>
|
||||
<text x="390" y="82" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="20" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">Manager Agent</text>
|
||||
<text x="390" y="106" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="9.5" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">Task understanding → Decomposition → Scheduling → Synthesis</text>
|
||||
<text x="390" y="126" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">Tool set: [call_agent_A, call_agent_B,</text>
|
||||
<text x="390" y="142" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">call_agent_C, search, write_file]</text>
|
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<rect x="50" y="240" width="210" height="120" rx="6" fill="#f0f0f0" stroke="#333333" stroke-width="2"/>
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<text x="155" y="260" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">Sub-Agent A</text>
|
||||
<text x="155" y="280" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">Role: Data Collection</text>
|
||||
<text x="155" y="302" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">Search technical documentation</text>
|
||||
<text x="155" y="320" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">Extract key information</text>
|
||||
<rect x="205" y="335" width="50" height="20" rx="10" fill="#999999" stroke="#333333" stroke-width="2"/>
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||||
<text x="230.0" y="345.0" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="13" fill="#ffffff" text-anchor="middle" dominant-baseline="central" font-weight="bold">Step 1</text>
|
||||
<line x1="290" y1="162" x2="155" y2="238" stroke="#999999" stroke-width="2" marker-end="url(#ah-light)"/>
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||||
<line x1="262" y1="300" x2="283" y2="300" stroke="#333333" stroke-width="2" marker-end="url(#ah)"/>
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||||
<rect x="285" y="240" width="210" height="120" rx="6" fill="#f0f0f0" stroke="#333333" stroke-width="2"/>
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||||
<text x="390" y="260" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">Sub-Agent B</text>
|
||||
<text x="390" y="280" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">Role: Analysis & Processing</text>
|
||||
<text x="390" y="302" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">Compare and analyze data</text>
|
||||
<text x="390" y="320" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">Generate statistical report</text>
|
||||
<rect x="440" y="335" width="50" height="20" rx="10" fill="#999999" stroke="#333333" stroke-width="2"/>
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||||
<text x="465.0" y="345.0" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="13" fill="#ffffff" text-anchor="middle" dominant-baseline="central" font-weight="bold">Step 2</text>
|
||||
<line x1="390" y1="162" x2="390" y2="238" stroke="#999999" stroke-width="2" marker-end="url(#ah-light)"/>
|
||||
<line x1="497" y1="300" x2="518" y2="300" stroke="#333333" stroke-width="2" marker-end="url(#ah)"/>
|
||||
<rect x="520" y="240" width="210" height="120" rx="6" fill="#f0f0f0" stroke="#333333" stroke-width="2"/>
|
||||
<text x="625" y="260" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">Sub-Agent C</text>
|
||||
<text x="625" y="280" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">Role: Report Generation</text>
|
||||
<text x="625" y="302" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">Write final report</text>
|
||||
<text x="625" y="320" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">Format output</text>
|
||||
<rect x="675" y="335" width="50" height="20" rx="10" fill="#999999" stroke="#333333" stroke-width="2"/>
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||||
<text x="700.0" y="345.0" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="13" fill="#ffffff" text-anchor="middle" dominant-baseline="central" font-weight="bold">Step 3</text>
|
||||
<line x1="490" y1="162" x2="625" y2="238" stroke="#999999" stroke-width="2" marker-end="url(#ah-light)"/>
|
||||
<rect x="30" y="380" width="720" height="95" rx="4" fill="#f5f5f5" stroke="#333333" stroke-width="2"/>
|
||||
<text x="390" y="398" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="20" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">Sequential execution flow</text>
|
||||
<text x="50" y="420" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="12" fill="#333333" text-anchor="start" dominant-baseline="central" font-weight="normal">Manager calls A</text>
|
||||
<text x="155" y="420" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="12" fill="#666666" text-anchor="start" dominant-baseline="central" font-weight="normal">→ A returns data</text>
|
||||
<text x="260" y="420" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="12" fill="#333333" text-anchor="start" dominant-baseline="central" font-weight="normal">→ Manager passes to B</text>
|
||||
<text x="380" y="420" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="12" fill="#666666" text-anchor="start" dominant-baseline="central" font-weight="normal">→ B returns analysis</text>
|
||||
<text x="485" y="420" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="12" fill="#333333" text-anchor="start" dominant-baseline="central" font-weight="normal">→ Manager passes to C</text>
|
||||
<text x="610" y="420" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="12" fill="#666666" text-anchor="start" dominant-baseline="central" font-weight="normal">→ C returns report</text>
|
||||
<text x="390" y="452" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">Manager perspective: Calling Agent = Calling a tool (send request → receive response)</text>
|
||||
</svg>
|
||||
|
After Width: | Height: | Size: 8.3 KiB |
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|
||||
<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 40 780 495" width="780" height="495" style="background:#ffffff">
|
||||
<defs><marker id="ah" markerWidth="12" markerHeight="8" refX="12" refY="4" orient="auto"><polygon points="0 0, 12 4, 0 8" fill="#333333"/></marker><marker id="ah-light" markerWidth="12" markerHeight="8" refX="12" refY="4" orient="auto"><polygon points="0 0, 12 4, 0 8" fill="#999999"/></marker></defs>
|
||||
|
||||
<rect x="230" y="55" width="320" height="65" rx="6" fill="#d0d0d0" stroke="#333333" stroke-width="2"/>
|
||||
<text x="390" y="75" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="20" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">Manager Agent</text>
|
||||
<text x="390" y="99" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="10.5" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">Dynamic Creation · Real-time Monitoring · Cascading Termination</text>
|
||||
<rect x="41" y="160" width="130" height="95" rx="4" fill="#f0f0f0" stroke="#333333" stroke-width="2"/>
|
||||
<text x="106" y="176" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">Agent 1</text>
|
||||
<text x="106" y="195" font-family="'Courier New', Courier, monospace" font-size="10" fill="#333333" text-anchor="middle" dominant-baseline="central">cs.edu.cn</text>
|
||||
<text x="106" y="215" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="10.5" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">Teacher Directory Search</text>
|
||||
<text x="106" y="235" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">Searching... ◎</text>
|
||||
<line x1="390" y1="122" x2="106" y2="158" stroke="#999999" stroke-width="2" marker-end="url(#ah-light)"/>
|
||||
<rect x="183" y="160" width="130" height="95" rx="4" fill="#e8e8e8" stroke="#333333" stroke-width="2"/>
|
||||
<text x="248" y="176" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">Agent 2</text>
|
||||
<text x="248" y="195" font-family="'Courier New', Courier, monospace" font-size="10" fill="#333333" text-anchor="middle" dominant-baseline="central">math.edu.cn</text>
|
||||
<text x="248" y="215" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="10.5" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">Teacher Directory Search</text>
|
||||
<text x="248" y="235" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">Not Found ✗</text>
|
||||
<line x1="390" y1="122" x2="248" y2="158" stroke="#999999" stroke-width="2" marker-end="url(#ah-light)"/>
|
||||
<rect x="325" y="160" width="130" height="95" rx="4" fill="#d0d0d0" stroke="#333333" stroke-width="2"/>
|
||||
<text x="390" y="176" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">Agent 3</text>
|
||||
<text x="390" y="195" font-family="'Courier New', Courier, monospace" font-size="10" fill="#333333" text-anchor="middle" dominant-baseline="central">phys.edu.cn</text>
|
||||
<text x="390" y="215" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="10.5" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">Teacher Directory Search</text>
|
||||
<text x="390" y="235" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">Found! ✓</text>
|
||||
<line x1="390" y1="122" x2="390" y2="158" stroke="#999999" stroke-width="2" marker-end="url(#ah-light)"/>
|
||||
<rect x="467" y="160" width="130" height="95" rx="4" fill="#f5f5f5" stroke="#333333" stroke-width="2"/>
|
||||
<text x="532" y="176" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">Agent 4</text>
|
||||
<text x="532" y="195" font-family="'Courier New', Courier, monospace" font-size="10" fill="#333333" text-anchor="middle" dominant-baseline="central">chem.edu.cn</text>
|
||||
<text x="532" y="215" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="10.5" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">Teacher Directory Search</text>
|
||||
<text x="532" y="235" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">Terminated ⊘</text>
|
||||
<line x1="390" y1="122" x2="532" y2="158" stroke="#999999" stroke-width="2" marker-end="url(#ah-light)"/>
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<rect x="609" y="160" width="130" height="95" rx="4" fill="#f5f5f5" stroke="#333333" stroke-width="2"/>
|
||||
<text x="674" y="176" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">Agent 5 … 10</text>
|
||||
<text x="674" y="195" font-family="'Courier New', Courier, monospace" font-size="10" fill="#333333" text-anchor="middle" dominant-baseline="central">… (10 total)</text>
|
||||
<text x="674" y="215" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="10.5" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">Teacher Directory Search</text>
|
||||
<text x="674" y="235" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">Terminated ⊘</text>
|
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<line x1="390" y1="122" x2="674" y2="158" stroke="#999999" stroke-width="2" marker-end="url(#ah-light)"/>
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<rect x="30" y="280" width="720" height="120" rx="4" fill="#f5f5f5" stroke="#333333" stroke-width="2"/>
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||||
<text x="390" y="298" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="20" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">Cascading Termination Sequence</text>
|
||||
<text x="100" y="322" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">t=0s</text>
|
||||
<text x="100" y="338" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="11" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">Start 10 Agents</text>
|
||||
<text x="100" y="353" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="9" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">Parallel search for "Zhang Wei"</text>
|
||||
<line x1="155" y1="335" x2="175" y2="335" stroke="#999999" stroke-width="2" marker-end="url(#ah-light)"/>
|
||||
<text x="240" y="322" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">t=12s</text>
|
||||
<text x="240" y="338" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="11" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">Agent 2 completes</text>
|
||||
<text x="240" y="353" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="11" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">Not found → exit</text>
|
||||
<line x1="295" y1="335" x2="315" y2="335" stroke="#999999" stroke-width="2" marker-end="url(#ah-light)"/>
|
||||
<text x="380" y="322" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">t=18s</text>
|
||||
<text x="380" y="338" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="11" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">Agent 3 found!</text>
|
||||
<text x="380" y="353" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="11" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">Send target_found</text>
|
||||
<line x1="435" y1="335" x2="455" y2="335" stroke="#999999" stroke-width="2" marker-end="url(#ah-light)"/>
|
||||
<text x="520" y="322" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">t=18.1s</text>
|
||||
<text x="520" y="338" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="11" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">Manager broadcasts terminate</text>
|
||||
<text x="520" y="353" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="11" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">To remaining running Agents</text>
|
||||
<line x1="585" y1="335" x2="605" y2="335" stroke="#999999" stroke-width="2" marker-end="url(#ah-light)"/>
|
||||
<text x="670" y="322" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">t=19s</text>
|
||||
<text x="670" y="338" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="11" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">All confirm termination</text>
|
||||
<text x="670" y="353" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="11" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">Aggregate results and return</text>
|
||||
<rect x="30" y="420" width="340" height="100" rx="4" fill="#f0f0f0" stroke="#333333" stroke-width="2"/>
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||||
<text x="200" y="438" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="20" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">Result found</text>
|
||||
<text x="50" y="460" font-family="'Courier New', Courier, monospace" font-size="11" fill="#333333" text-anchor="start" dominant-baseline="central">Name: Zhang Wei School: School of Physics</text>
|
||||
<text x="50" y="476" font-family="'Courier New', Courier, monospace" font-size="11" fill="#333333" text-anchor="start" dominant-baseline="central">Position: Professor Field: Quantum Computing</text>
|
||||
<text x="50" y="492" font-family="'Courier New', Courier, monospace" font-size="11" fill="#333333" text-anchor="start" dominant-baseline="central">Email: zhangwei@phys.edu.cn</text>
|
||||
<rect x="400" y="420" width="350" height="100" rx="4" fill="#d0d0d0" stroke="#333333" stroke-width="2"/>
|
||||
<text x="575" y="438" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="20" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">Performance Comparison</text>
|
||||
<text x="420" y="462" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#666666" text-anchor="start" dominant-baseline="central" font-weight="normal">Serial: 10 websites × 30s = ~5 minutes</text>
|
||||
<text x="420" y="480" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#333333" text-anchor="start" dominant-baseline="central" font-weight="bold">Parallel: 18s to find + 1s to terminate = 19s</text>
|
||||
<text x="420" y="498" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="12.5" fill="#666666" text-anchor="start" dominant-baseline="central" font-weight="normal">Speedup: ~15× (with cascading termination optimization)</text>
|
||||
</svg>
|
||||
|
After Width: | Height: | Size: 13 KiB |
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|
||||
<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 40 820 580" width="820" height="580" style="background:#ffffff">
|
||||
<defs><marker id="ah" markerWidth="12" markerHeight="8" refX="12" refY="4" orient="auto"><polygon points="0 0, 12 4, 0 8" fill="#333333"/></marker><marker id="ah-light" markerWidth="12" markerHeight="8" refX="12" refY="4" orient="auto"><polygon points="0 0, 12 4, 0 8" fill="#999999"/></marker></defs>
|
||||
<rect x="40" y="60" width="700" height="84" rx="6" fill="#d0d0d0" stroke="#333333" stroke-width="2"/>
|
||||
<text x="55" y="80" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="20" fill="#333333" text-anchor="start" dominant-baseline="central" font-weight="bold">System Prompt</text>
|
||||
<text x="65" y="102" font-family="'Courier New', Courier, monospace" font-size="14" fill="#333333" text-anchor="start" dominant-baseline="central">"You are a helpful assistant. You MUST answer concisely."</text>
|
||||
<text x="65" y="124" font-family="'Courier New', Courier, monospace" font-size="14" fill="#333333" text-anchor="start" dominant-baseline="central">"Use tools when the user asks for real-time information."</text>
|
||||
<rect x="40" y="152" width="700" height="84" rx="6" fill="#f0f0f0" stroke="#333333" stroke-width="2"/>
|
||||
<text x="55" y="172" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="20" fill="#333333" text-anchor="start" dominant-baseline="central" font-weight="bold">Tool Definitions</text>
|
||||
<text x="65" y="194" font-family="'Courier New', Courier, monospace" font-size="14" fill="#333333" text-anchor="start" dominant-baseline="central">{"name": "web_search", "description": "Search the web",</text>
|
||||
<text x="65" y="216" font-family="'Courier New', Courier, monospace" font-size="14" fill="#333333" text-anchor="start" dominant-baseline="central"> "parameters": {"query": {"type": "string"}}}</text>
|
||||
<rect x="40" y="244" width="700" height="106" rx="6" fill="#f0f0f0" stroke="#333333" stroke-width="2"/>
|
||||
<text x="55" y="264" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="20" fill="#333333" text-anchor="start" dominant-baseline="central" font-weight="bold">Conversation History</text>
|
||||
<text x="65" y="286" font-family="'Courier New', Courier, monospace" font-size="14" fill="#333333" text-anchor="start" dominant-baseline="central">user: "What's the weather in Beijing today?"</text>
|
||||
<text x="65" y="308" font-family="'Courier New', Courier, monospace" font-size="14" fill="#333333" text-anchor="start" dominant-baseline="central">assistant: [tool_call] → get_weather("Beijing")</text>
|
||||
<text x="65" y="330" font-family="'Courier New', Courier, monospace" font-size="14" fill="#333333" text-anchor="start" dominant-baseline="central">tool: {"temp": "23°C", "conditions": "clear"}</text>
|
||||
<rect x="40" y="358" width="700" height="84" rx="6" fill="#e8e8e8" stroke="#333333" stroke-width="2"/>
|
||||
<text x="55" y="378" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="20" fill="#333333" text-anchor="start" dominant-baseline="central" font-weight="bold">Reasoning Trace</text>
|
||||
<text x="65" y="400" font-family="'Courier New', Courier, monospace" font-size="14" fill="#333333" text-anchor="start" dominant-baseline="central"><think>The user asks about the weather. I already have the tool result,</text>
|
||||
<text x="65" y="422" font-family="'Courier New', Courier, monospace" font-size="14" fill="#333333" text-anchor="start" dominant-baseline="central">so I can directly summarize and respond without calling the tool again.</think></text>
|
||||
<rect x="40" y="450" width="700" height="62" rx="6" fill="#ffffff" stroke="#333333" stroke-width="2"/>
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||||
<text x="55" y="470" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="20" fill="#333333" text-anchor="start" dominant-baseline="central" font-weight="bold">Current generation position →</text>
|
||||
<text x="65" y="492" font-family="'Courier New', Courier, monospace" font-size="14" fill="#333333" text-anchor="start" dominant-baseline="central">assistant: "Beijing is clear today, temperature 23°C..." ← LLM is generating</text>
|
||||
<path d="M 748,60 C 768,60 768,281.0 773,286.0 C 768,291.0 768,512 748,512" fill="none" stroke="#333333" stroke-width="2"/>
|
||||
<text x="755" y="274.0" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="18" fill="#333333" text-anchor="start" dominant-baseline="central" font-weight="bold">Context</text>
|
||||
<text x="755" y="298.0" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="17" fill="#333333" text-anchor="start" dominant-baseline="central" font-weight="bold">Window</text>
|
||||
<rect x="100" y="535" width="620" height="50" rx="4" fill="#f5f5f5" stroke="#999999" stroke-width="2"/>
|
||||
<text x="410" y="552" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="normal">Window size: Qwen3 = 32K tokens | Claude = 200K | Gemini = 2M</text>
|
||||
<text x="410" y="572" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="15" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">All content serialized into token stream → processed by Transformer attention mechanism</text>
|
||||
</svg>
|
||||
|
After Width: | Height: | Size: 5.6 KiB |
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|
||||
<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 40 820 440" width="820" height="440" style="background:#ffffff">
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<defs><marker id="ah" markerWidth="12" markerHeight="8" refX="12" refY="4" orient="auto"><polygon points="0 0, 12 4, 0 8" fill="#333333"/></marker><marker id="ah-light" markerWidth="12" markerHeight="8" refX="12" refY="4" orient="auto"><polygon points="0 0, 12 4, 0 8" fill="#999999"/></marker></defs>
|
||||
<text x="40" y="70" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="20" fill="#333333" text-anchor="start" dominant-baseline="central" font-weight="bold">Request 1</text>
|
||||
<rect x="40" y="85" width="380" height="40" rx="6" fill="#d0d0d0" stroke="#333333" stroke-width="2"/>
|
||||
<text x="230" y="105" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="normal">System Prompt + Tools (1200 tokens)</text>
|
||||
<rect x="425" y="85" width="180" height="40" rx="6" fill="#f0f0f0" stroke="#333333" stroke-width="2"/>
|
||||
<text x="515" y="105" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="8.5" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="normal">user: "What's the weather like?"</text>
|
||||
<rect x="610" y="85" width="170" height="40" rx="6" fill="#e8e8e8" stroke="#333333" stroke-width="2"/>
|
||||
<text x="695" y="105" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="normal">→ Generate response</text>
|
||||
<text x="40" y="155" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="20" fill="#333333" text-anchor="start" dominant-baseline="central" font-weight="bold">Request 2</text>
|
||||
<rect x="40" y="170" width="380" height="40" rx="6" fill="#d0d0d0" stroke="#333333" stroke-width="2"/>
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||||
<text x="230" y="190" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="normal">System Prompt + Tools (cache hit ✓)</text>
|
||||
<rect x="425" y="170" width="180" height="40" rx="6" fill="#f0f0f0" stroke="#333333" stroke-width="2"/>
|
||||
<text x="515" y="190" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="11" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="normal">user: "What time is it?"</text>
|
||||
<rect x="610" y="170" width="170" height="40" rx="6" fill="#e8e8e8" stroke="#333333" stroke-width="2"/>
|
||||
<text x="695" y="190" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="normal">→ Generate response</text>
|
||||
<line x1="230" y1="127" x2="230" y2="168" stroke="#999999" stroke-width="2" marker-end="url(#ah-light)"/>
|
||||
<text x="230.0" y="137.5" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#666666" text-anchor="middle">KV reuse</text>
|
||||
<text x="40" y="245" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="20" fill="#333333" text-anchor="start" dominant-baseline="central" font-weight="bold">Request 3</text>
|
||||
<text x="152" y="245" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#666666" text-anchor="start" dominant-baseline="central" font-weight="normal">(system prompt changed)</text>
|
||||
<rect x="40" y="260" width="400" height="40" rx="6" fill="#ffffff" stroke="#333333" stroke-width="2" stroke-dasharray="8,4"/>
|
||||
<text x="240" y="280" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="normal">System + Tools + "Time: 10:30:45"</text>
|
||||
<rect x="445" y="260" width="160" height="40" rx="6" fill="#f0f0f0" stroke="#333333" stroke-width="2"/>
|
||||
<text x="525" y="280" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="7.5" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="normal">user: "What's the weather like?"</text>
|
||||
<rect x="610" y="260" width="170" height="40" rx="6" fill="#e8e8e8" stroke="#333333" stroke-width="2"/>
|
||||
<text x="695" y="280" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14.5" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="normal">→ Full recomputation ✗</text>
|
||||
<rect x="80" y="330" width="660" height="130" rx="4" fill="#f5f5f5" stroke="#999999" stroke-width="2"/>
|
||||
<text x="410" y="355" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="20" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">Performance comparison (3000 token total context)</text>
|
||||
<line x1="100" y1="370" x2="720" y2="370" stroke="#999999" stroke-width="2"/>
|
||||
<text x="250" y="390" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">Cache hit</text>
|
||||
<text x="490" y="390" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">Cache miss</text>
|
||||
<line x1="100" y1="405" x2="720" y2="405" stroke="#999999" stroke-width="2"/>
|
||||
<text x="130" y="425" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="start" dominant-baseline="central" font-weight="normal">TTFT</text>
|
||||
<text x="250" y="425" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="normal">~0.5 seconds</text>
|
||||
<text x="490" y="425" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="normal">3-5 seconds</text>
|
||||
<text x="130" y="450" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="start" dominant-baseline="central" font-weight="normal">Cost</text>
|
||||
<text x="250" y="450" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="normal">New tokens only</text>
|
||||
<text x="490" y="450" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="normal">All tokens rebilled</text>
|
||||
</svg>
|
||||
|
After Width: | Height: | Size: 7.2 KiB |
@@ -0,0 +1,36 @@
|
||||
<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 40 820 525" width="820" height="525" style="background:#ffffff">
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<defs><marker id="ah" markerWidth="12" markerHeight="8" refX="12" refY="4" orient="auto"><polygon points="0 0, 12 4, 0 8" fill="#333333"/></marker><marker id="ah-light" markerWidth="12" markerHeight="8" refX="12" refY="4" orient="auto"><polygon points="0 0, 12 4, 0 8" fill="#999999"/></marker></defs>
|
||||
|
||||
<rect x="40" y="70" width="740" height="90" rx="6" fill="#d0d0d0" stroke="#333333" stroke-width="2"/>
|
||||
<text x="60" y="90" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="20" fill="#333333" text-anchor="start" dominant-baseline="central" font-weight="bold">Layer 1: Metadata (loaded at startup, ~300 tokens)</text>
|
||||
<rect x="60" y="108" width="700" height="48" rx="4" fill="#f5f5f5" stroke="#333333" stroke-width="2"/>
|
||||
<text x="70" y="130" font-family="'Courier New', Courier, monospace" font-size="14" fill="#333333" text-anchor="start" dominant-baseline="central">skills: [{name: "PPTX", desc: "Create PowerPoint presentations from content"}</text>
|
||||
<text x="70" y="145" font-family="'Courier New', Courier, monospace" font-size="14" fill="#333333" text-anchor="start" dominant-baseline="central"> {name: "PDF", desc: "Extract and analyze PDF documents"}, ...]</text>
|
||||
<line x1="410" y1="162" x2="410" y2="185" stroke="#333333" stroke-width="2" marker-end="url(#ah)"/>
|
||||
<text x="430" y="173" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#666666" text-anchor="start" dominant-baseline="central" font-weight="normal">Task trigger: "Generate PPT from paper"</text>
|
||||
<rect x="40" y="190" width="740" height="150" rx="6" fill="#f0f0f0" stroke="#333333" stroke-width="2"/>
|
||||
<text x="60" y="210" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="20" fill="#333333" text-anchor="start" dominant-baseline="central" font-weight="bold">Layer 2: SKILL.md core flow (loaded on demand, ~2K tokens)</text>
|
||||
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<text x="70" y="250" font-family="'Courier New', Courier, monospace" font-size="16" fill="#333333" text-anchor="start" dominant-baseline="central">PPTX Skill core flow:</text>
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<text x="70" y="272" font-family="'Courier New', Courier, monospace" font-size="16" fill="#333333" text-anchor="start" dominant-baseline="central">1. markitdown extract text → 2. Unzip PPTX to access XML</text>
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<text x="70" y="294" font-family="'Courier New', Courier, monospace" font-size="16" fill="#333333" text-anchor="start" dominant-baseline="central">3. Modify slide{N}.xml content → 4. Repackage as .pptx</text>
|
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<text x="70" y="316" font-family="'Courier New', Courier, monospace" font-size="16" fill="#333333" text-anchor="start" dominant-baseline="central">References: → html2pptx.md | → reference.md | → scripts/</text>
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<text x="430" y="353" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="15" fill="#666666" text-anchor="start" dominant-baseline="central" font-weight="normal">Need detailed method: "Create PPT with HTML template"</text>
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<text x="167.5" y="455" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="15" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">Complete workflow of</text>
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<text x="167.5" y="473" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="15" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">HTML template → PPT</text>
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<text x="402.5" y="433" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">reference.md</text>
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<text x="402.5" y="455" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="15" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">XML format specification</text>
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<text x="402.5" y="473" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="15" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">and technical details</text>
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<text x="637.5" y="433" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">scripts/*.py</text>
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<text x="637.5" y="455" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="15" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">Executable tools:</text>
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<text x="637.5" y="473" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="15" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">thumbnail.py etc.</text>
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<text x="410" y="538" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="15" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="normal">Fixed metadata → KV Cache friendly | Dynamic content appended → Cache not invalidated</text>
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</svg>
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<text x="102.5" y="65" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">Strategy</text>
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<text x="225.0" y="65" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">Tokens</text>
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<text x="312.5" y="65" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">Ratio</text>
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<text x="382.5" y="65" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">Iters</text>
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<text x="462.5" y="65" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">Result</text>
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<text x="645.0" y="65" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">Token usage</text>
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<text x="102" y="110" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="normal">No Compression</text>
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<text x="225" y="110" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="normal">166,043</text>
|
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<text x="312" y="110" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="normal">102.1%</text>
|
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<text x="382" y="110" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="normal">5</text>
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<text x="462" y="110" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#999999" text-anchor="middle" dominant-baseline="central" font-weight="normal">✗ Failed</text>
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<text x="102" y="172" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="normal">Individual Summary</text>
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<text x="225" y="172" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="normal">276,608</text>
|
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<text x="312" y="172" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="normal">10.9%</text>
|
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<text x="382" y="172" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="normal">12</text>
|
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<text x="462" y="172" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="normal">✓ Success</text>
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<text x="102" y="234" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="normal">Combined Summary</text>
|
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<text x="225" y="234" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="normal">93,449</text>
|
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<text x="312" y="234" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="normal">4.3%</text>
|
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<text x="382" y="234" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="normal">10</text>
|
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<text x="462" y="234" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="normal">✓ Success</text>
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<rect x="505" y="214" width="93.449" height="40" rx="3" fill="#e8e8e8" stroke="#333333" stroke-width="2"/>
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<text x="102" y="296" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">Context-Aware</text>
|
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<text x="225" y="296" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="normal">40,157</text>
|
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<text x="312" y="296" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="normal">3.0%</text>
|
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<text x="382" y="296" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="normal">7</text>
|
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<text x="462" y="296" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="normal">✓ Success</text>
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<text x="102" y="358" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="normal">Awareness + Citation</text>
|
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<text x="225" y="358" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="normal">222,992</text>
|
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<text x="312" y="358" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="normal">4.1%</text>
|
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<text x="382" y="358" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="normal">10</text>
|
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<text x="462" y="358" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="normal">✓ Success</text>
|
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<text x="102" y="420" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="normal">Adaptive Window</text>
|
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<text x="225" y="420" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="normal">174,601</text>
|
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<text x="312" y="420" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="normal">102.4%</text>
|
||||
<text x="382" y="420" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="normal">7</text>
|
||||
<text x="462" y="420" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="normal">✓ Success</text>
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<rect x="100" y="470" width="620" height="45" rx="4" fill="#f5f5f5" stroke="#999999" stroke-width="2"/>
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<text x="410" y="485" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">Context-aware compression: 76% fewer tokens than no compression, tied for fewest iterations</text>
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<text x="410" y="505" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">Key: Incorporate query intent and existing information into compression decisions</text>
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</svg>
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|
After Width: | Height: | Size: 10 KiB |
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<svg xml:lang="en" xmlns="http://www.w3.org/2000/svg" viewBox="0 40 900 430" width="900" height="430" style="background:#ffffff">
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<text x="30" y="78" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="20" fill="#333333" text-anchor="start" dominant-baseline="central" font-weight="bold">First call</text>
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<text x="180" y="114" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">messages: system + user</text>
|
||||
<text x="180" y="138" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">tools: get_current_time,</text>
|
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<text x="180" y="156" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">get_weather</text>
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<text x="359.0" y="121.0" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#666666" text-anchor="middle">API</text>
|
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|
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<text x="538" y="114" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">assistant: tool_calls</text>
|
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<text x="538" y="138" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">get_current_time() +</text>
|
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<rect x="388" y="210" width="300" height="50" rx="4" fill="#f5f5f5" stroke="#999999" stroke-width="2"/>
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<text x="538" y="235" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="normal">Agent framework executes two tools in parallel</text>
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<text x="30" y="286" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="20" fill="#333333" text-anchor="start" dominant-baseline="central" font-weight="bold">Second call</text>
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<text x="538" y="322" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">messages: + tool results</text>
|
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<text x="538" y="346" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">Vancouver time & weather</text>
|
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<text x="538" y="364" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">Append to message history</text>
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<text x="359.0" y="329.0" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#666666" text-anchor="middle">API</text>
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<rect x="30" y="300" width="300" height="78" rx="6" fill="#d0d0d0" stroke="#333333" stroke-width="2"/>
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<text x="180" y="322" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">assistant: final reply</text>
|
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<text x="180" y="346" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">No tool call → end loop</text>
|
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<text x="180" y="364" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">"Now it is…, and the weather is…"</text>
|
||||
<text x="450" y="430" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">With a stateless API, the complete message history must be resent to the model in every round</text>
|
||||
</svg>
|
||||
|
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<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 40 880 450" width="880" height="450" style="background:#ffffff">
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<defs><marker id="ah" markerWidth="12" markerHeight="8" refX="12" refY="4" orient="auto"><polygon points="0 0, 12 4, 0 8" fill="#333333"/></marker><marker id="ah-light" markerWidth="12" markerHeight="8" refX="12" refY="4" orient="auto"><polygon points="0 0, 12 4, 0 8" fill="#999999"/></marker></defs>
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<circle cx="440" cy="210" r="55" fill="#d0d0d0" stroke="#333333" stroke-width="2"/>
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||||
<text x="440" y="210" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="20" fill="#333333" text-anchor="middle" dominant-baseline="central">Agent</text>
|
||||
<rect x="120" y="100" width="200" height="80" rx="6" fill="#f0f0f0" stroke="#333333" stroke-width="2"/>
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||||
<text x="220.0" y="119.2" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="normal">① Execute task</text>
|
||||
<text x="220.0" y="140.0" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="normal">process refund request</text>
|
||||
<text x="220.0" y="160.8" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="normal">call customer service API</text>
|
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<rect x="680" y="100" width="200" height="80" rx="6" fill="#f0f0f0" stroke="#333333" stroke-width="2"/>
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||||
<text x="780.0" y="112.7" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14.0" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="normal">② Get feedback</text>
|
||||
<text x="780.0" y="130.9" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14.0" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="normal">successfully refunded $45</text>
|
||||
<text x="780.0" y="149.1" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14.0" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="normal">found need to verify last four</text>
|
||||
<text x="780.0" y="167.3" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14.0" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="normal">digits</text>
|
||||
<rect x="680" y="310" width="200" height="80" rx="6" fill="#f0f0f0" stroke="#333333" stroke-width="2"/>
|
||||
<text x="780.0" y="323.675" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="13.5" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="normal">③ Reflect and distill</text>
|
||||
<text x="780.0" y="341.225" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="13.5" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="normal">LLM summarizes experience:</text>
|
||||
<text x="780.0" y="358.77500000000003" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="13.5" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="normal">"Company A refund requires</text>
|
||||
<text x="780.0" y="376.32500000000005" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="13.5" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="normal">verification"</text>
|
||||
<rect x="340" y="380" width="200" height="80" rx="6" fill="#f0f0f0" stroke="#333333" stroke-width="2"/>
|
||||
<text x="440.0" y="403.1" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="13.0" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="normal">④ Store in knowledge base</text>
|
||||
<text x="440.0" y="420.0" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="13.0" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="normal">experience → vectorized index</text>
|
||||
<text x="440.0" y="436.90000000000003" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="13.0" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="normal">process → generate tool code</text>
|
||||
<rect x="120" y="310" width="200" height="80" rx="6" fill="#f0f0f0" stroke="#333333" stroke-width="2"/>
|
||||
<text x="220.0" y="326.6" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="12.0" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="normal">⑤ Future retrieval and reuse</text>
|
||||
<text x="220.0" y="342.20000000000005" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="12.0" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="normal">similar task → retrieve</text>
|
||||
<text x="220.0" y="357.8" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="12.0" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="normal">experience</text>
|
||||
<text x="220.0" y="373.40000000000003" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="12.0" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="normal">directly reuse successful strategy</text>
|
||||
<line x1="325.0" y1="140.0" x2="675.0" y2="140.0" stroke="#999999" stroke-width="2" marker-end="url(#ah-light)"/>
|
||||
<line x1="780.0" y1="185.0" x2="780.0" y2="305.0" stroke="#999999" stroke-width="2" marker-end="url(#ah-light)"/>
|
||||
<line x1="677.1570104580516" y1="359.0743814301719" x2="542.8429895419484" y2="410.9256185698281" stroke="#999999" stroke-width="2" marker-end="url(#ah-light)"/>
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||||
<line x1="339.94279309860747" y1="406.3558354225374" x2="320.05720690139253" y2="363.6441645774626" stroke="#999999" stroke-width="2" marker-end="url(#ah-light)"/>
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<line x1="220.0" y1="305.0" x2="220.0" y2="185.0" stroke="#999999" stroke-width="2" marker-end="url(#ah-light)"/>
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||||
<rect x="30" y="395" width="180" height="28" rx="6" fill="#999999" stroke="#333333" stroke-width="2"/>
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<text x="120" y="409" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="10.5" fill="#ffffff" text-anchor="middle" dominant-baseline="central" font-weight="normal">Knowledge: summary/tree summary</text>
|
||||
<rect x="670" y="395" width="180" height="28" rx="6" fill="#999999" stroke="#333333" stroke-width="2"/>
|
||||
<text x="760" y="409" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#ffffff" text-anchor="middle" dominant-baseline="central" font-weight="normal">Tool: process → code</text>
|
||||
</svg>
|
||||
|
After Width: | Height: | Size: 7.1 KiB |
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|
||||
<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 40 880 400" width="880" height="400" style="background:#ffffff">
|
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<defs><marker id="ah" markerWidth="12" markerHeight="8" refX="12" refY="4" orient="auto"><polygon points="0 0, 12 4, 0 8" fill="#333333"/></marker><marker id="ah-light" markerWidth="12" markerHeight="8" refX="12" refY="4" orient="auto"><polygon points="0 0, 12 4, 0 8" fill="#999999"/></marker></defs>
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<rect x="20" y="65" width="180" height="55" rx="6" fill="#d0d0d0" stroke="#333333" stroke-width="2"/>
|
||||
<text x="110.0" y="92.5" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="20" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">① User Query</text>
|
||||
<text x="110" y="145" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="11" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">"How many years for intentional homicide?"</text>
|
||||
<line x1="200" y1="92" x2="238" y2="92" stroke="#333333" stroke-width="2" marker-end="url(#ah)"/>
|
||||
<rect x="240" y="65" width="180" height="55" rx="6" fill="#f0f0f0" stroke="#333333" stroke-width="2"/>
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||||
<text x="330.0" y="92.5" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="20" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">② Retrieval</text>
|
||||
<text x="330" y="140" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">Dense Retrieval + BM25</text>
|
||||
<text x="330" y="160" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">→ Top-K Text Chunks</text>
|
||||
<line x1="420" y1="92" x2="458" y2="92" stroke="#333333" stroke-width="2" marker-end="url(#ah)"/>
|
||||
<rect x="460" y="65" width="180" height="55" rx="6" fill="#f0f0f0" stroke="#333333" stroke-width="2"/>
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||||
<text x="550.0" y="92.5" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="20" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">③ Augment</text>
|
||||
<text x="550" y="140" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">Query + Retrieved Results</text>
|
||||
<text x="550" y="160" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">→ Construct Full Prompt</text>
|
||||
<line x1="640" y1="92" x2="678" y2="92" stroke="#333333" stroke-width="2" marker-end="url(#ah)"/>
|
||||
<rect x="680" y="65" width="180" height="55" rx="6" fill="#d0d0d0" stroke="#333333" stroke-width="2"/>
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||||
<text x="770.0" y="92.5" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="20" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">④ Generate</text>
|
||||
<text x="770" y="140" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">LLM synthesizes context</text>
|
||||
<text x="770" y="160" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">→ Generate response</text>
|
||||
<line x1="20" y1="195" x2="860" y2="195" stroke="#999999" stroke-width="2" stroke-dasharray="8,4"/>
|
||||
<text x="440.0" y="215" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="20" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">Example data flow</text>
|
||||
<rect x="20" y="235" width="400" height="90" rx="4" fill="#f5f5f5" stroke="#999999" stroke-width="2"/>
|
||||
<text x="220" y="253" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">Retrieved text chunks</text>
|
||||
<text x="30" y="278" font-family="'Courier New', Courier, monospace" font-size="6.5" fill="#333333" text-anchor="start" dominant-baseline="central">Article 232 of the Criminal Law: Whoever intentionally kills another shall be sentenced to death,</text>
|
||||
<text x="30" y="298" font-family="'Courier New', Courier, monospace" font-size="8.5" fill="#333333" text-anchor="start" dominant-baseline="central">life imprisonment or fixed-term imprisonment of not less than ten years...</text>
|
||||
<rect x="440" y="235" width="420" height="90" rx="4" fill="#f5f5f5" stroke="#999999" stroke-width="2"/>
|
||||
<text x="650" y="253" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">Augmented Prompt</text>
|
||||
<text x="450" y="278" font-family="'Courier New', Courier, monospace" font-size="11" fill="#333333" text-anchor="start" dominant-baseline="central">Answer the question based on the following legal provisions:</text>
|
||||
<text x="450" y="298" font-family="'Courier New', Courier, monospace" font-size="7.5" fill="#333333" text-anchor="start" dominant-baseline="central">[Article 232 of the Criminal Law...] Q: What is the sentence for intentional homicide?</text>
|
||||
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||||
<text x="440.0" y="363" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">Generated response</text>
|
||||
<text x="30" y="390" font-family="'Courier New', Courier, monospace" font-size="7.5" fill="#333333" text-anchor="start" dominant-baseline="central">According to Article 232 of the Criminal Law, the crime of intentional homicide is punishable by death, life imprisonment, or fixed-term imprisonment of not less than ten years;</text>
|
||||
<text x="30" y="412" font-family="'Courier New', Courier, monospace" font-size="10.5" fill="#333333" text-anchor="start" dominant-baseline="central">if the circumstances are minor, the sentence is fixed-term imprisonment of not less than three years but not more than ten years.</text>
|
||||
</svg>
|
||||
|
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||||
<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 40 800 340" width="800" height="340" style="background:#ffffff">
|
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<defs><marker id="ah" markerWidth="12" markerHeight="8" refX="12" refY="4" orient="auto"><polygon points="0 0, 12 4, 0 8" fill="#333333"/></marker><marker id="ah-light" markerWidth="12" markerHeight="8" refX="12" refY="4" orient="auto"><polygon points="0 0, 12 4, 0 8" fill="#999999"/></marker></defs>
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<rect x="40" y="50" width="720" height="50" rx="4" fill="#f5f5f5" stroke="#999999" stroke-width="2"/>
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||||
<text x="60" y="75" font-family="'Courier New', Courier, monospace" font-size="16" fill="#333333" text-anchor="start" dominant-baseline="central">Score(Q,D) = Σ IDF(qi) × TF(qi,D)×(k1+1) / (TF + k1×(1-b+b×|D|/avgdl))</text>
|
||||
<rect x="40" y="120" width="220" height="170" rx="6" fill="#f0f0f0" stroke="#333333" stroke-width="2"/>
|
||||
<text x="150" y="148" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14.5" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">Term frequency saturation (TF)</text>
|
||||
<line x1="60" y1="163" x2="240" y2="163" stroke="#999999" stroke-width="2"/>
|
||||
<text x="150" y="190" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">k₁ controls saturation speed</text>
|
||||
<text x="150" y="218" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">TF ↑ but contribution diminishes</text>
|
||||
<text x="150" y="246" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">Occurrences double</text>
|
||||
<text x="150" y="274" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">Score less than doubles</text>
|
||||
<rect x="290" y="120" width="220" height="170" rx="6" fill="#f0f0f0" stroke="#333333" stroke-width="2"/>
|
||||
<text x="400" y="148" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="13" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">Inverse document frequency (IDF)</text>
|
||||
<line x1="310" y1="163" x2="490" y2="163" stroke="#999999" stroke-width="2"/>
|
||||
<text x="400" y="190" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">Measures word rarity</text>
|
||||
<text x="400" y="218" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">"the" → IDF ≈ 0</text>
|
||||
<text x="400" y="246" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">"sentencing" → IDF ≈ 5.2</text>
|
||||
<text x="400" y="274" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="13" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">Rare word weight >> common word</text>
|
||||
<rect x="540" y="120" width="220" height="170" rx="6" fill="#f0f0f0" stroke="#333333" stroke-width="2"/>
|
||||
<text x="650" y="148" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="18.5" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">Length normalization (b)</text>
|
||||
<line x1="560" y1="163" x2="740" y2="163" stroke="#999999" stroke-width="2"/>
|
||||
<text x="650" y="190" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="15" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">b ∈ [0,1] normalization strength</text>
|
||||
<text x="650" y="218" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">b=0: ignore length</text>
|
||||
<text x="650" y="246" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">b=1: full normalization</text>
|
||||
<text x="650" y="274" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="13" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">Avoid bias towards long documents</text>
|
||||
<line x1="150" y1="290" x2="150" y2="315" stroke="#999999" stroke-width="2"/>
|
||||
<line x1="400" y1="290" x2="400" y2="315" stroke="#999999" stroke-width="2"/>
|
||||
<line x1="650" y1="290" x2="650" y2="315" stroke="#999999" stroke-width="2"/>
|
||||
<rect x="40" y="315" width="720" height="48" rx="6" fill="#d0d0d0" stroke="#333333" stroke-width="2"/>
|
||||
<text x="400.0" y="339" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="20" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">Final score = Σ [IDF × length-normalized saturated TF]</text>
|
||||
</svg>
|
||||
|
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@@ -0,0 +1,52 @@
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||||
<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 40 880 520" width="880" height="520" style="background:#ffffff">
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<text x="220.0" y="73" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="20" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">Non-Agentic RAG</text>
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<text x="220.0" y="129.2" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="normal">Query: "How to sentence for causing serious</text>
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<text x="220.0" y="150.0" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="normal">injury by negligence while drunk</text>
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<text x="220.0" y="170.79999999999998" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="normal">and with a previous theft conviction?"</text>
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<text x="220.0" y="237.2" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="normal">Single retrieval:</text>
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<text x="220.0" y="258.0" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="normal">"Sentencing for causing serious injury by</text>
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<text x="220.0" y="278.8" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="normal">negligence"</text>
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<text x="220.0" y="366.0" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="normal">for negligent injury</text>
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<text x="220.0" y="386.8" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="normal"> (incomplete context)</text>
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<text x="220.0" y="463.6" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="normal">Direct generation: Missing "drunk"</text>
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<text x="220.0" y="484.40000000000003" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="normal">and "previous conviction" influencing factors</text>
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<text x="220.0" y="545" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="20" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">Single pass · Incomplete information</text>
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<text x="660.0" y="128.6" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="normal">Thought: Need to decompose into 3</text>
|
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<text x="660.0" y="149.4" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="normal">sub-questions</text>
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<text x="660.0" y="202.575" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="11.5" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="normal">Search ①: "Sentencing for causing serious injury by</text>
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<text x="660.0" y="217.52499999999998" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="11.5" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="normal">negligence"</text>
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<text x="660.0" y="232.475" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="11.5" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="normal">Search ②: "Criminal liability for drunkenness"</text>
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<text x="660.0" y="247.42499999999998" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="11.5" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="normal">Search ③: "Impact of previous theft conviction"</text>
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<text x="660.0" y="290.85" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="15.5" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="normal">Observation: Found basic provisions but</text>
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<text x="660.0" y="311.0" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="15.5" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="normal">missing link between "previous conviction"</text>
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<text x="660.0" y="331.15000000000003" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="15.5" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="normal">and "negligent injury"</text>
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<rect x="490" y="363" width="340" height="68" rx="6" fill="#f5f5f5" stroke="#333333" stroke-width="2"/>
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<text x="660.0" y="386.6" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="normal">Search ④: "Recidivism different crimes</text>
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<text x="660.0" y="407.40000000000003" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="normal">judicial interpretation"</text>
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<rect x="490" y="449" width="340" height="68" rx="6" fill="#d0d0d0" stroke="#333333" stroke-width="2"/>
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<text x="660.0" y="472.6" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="normal">Synthesis: Complete answer including all</text>
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<text x="660.0" y="493.40000000000003" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="normal">legal provisions and sentencing analysis</text>
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<text x="844" y="268.0" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="9.5" fill="#666666" text-anchor="start" dominant-baseline="central" font-weight="normal">Iteration</text>
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<text x="660.0" y="545" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="20" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">Multi-round iteration · Complete information</text>
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</svg>
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|
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<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 40 880 580" width="880" height="580" style="background:#ffffff">
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<text x="680.0" y="72.0" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="20" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">MCP Server</text>
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<line x1="680" y1="94" x2="680" y2="600" stroke="#999999" stroke-width="2" stroke-dasharray="8,4"/>
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<text x="440.0" y="116" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="20" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">initialize</text>
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<rect x="230" y="136" width="350" height="48" rx="4" fill="#f5f5f5" stroke="#999999" stroke-width="2"/>
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<text x="240" y="155.0" font-family="'Courier New', Courier, monospace" font-size="14" fill="#333333" text-anchor="start" dominant-baseline="central">{"method": "initialize",</text>
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<text x="240" y="173.0" font-family="'Courier New', Courier, monospace" font-size="14" fill="#333333" text-anchor="start" dominant-baseline="central"> "capabilities": {"tools": true}}</text>
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<text x="440.0" y="186" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="20" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">initialize response</text>
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<rect x="230" y="206" width="350" height="48" rx="4" fill="#f5f5f5" stroke="#999999" stroke-width="2"/>
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<text x="240" y="225.0" font-family="'Courier New', Courier, monospace" font-size="11.0" fill="#333333" text-anchor="start" dominant-baseline="central">{"serverInfo": {"name": "weather-server"},</text>
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<text x="240" y="243.0" font-family="'Courier New', Courier, monospace" font-size="11.0" fill="#333333" text-anchor="start" dominant-baseline="central"> "capabilities": {"tools": {"listChanged":true}}}</text>
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<text x="440.0" y="266" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="20" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">tools/list</text>
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<rect x="230" y="286" width="350" height="30" rx="4" fill="#f5f5f5" stroke="#999999" stroke-width="2"/>
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<text x="240" y="305.0" font-family="'Courier New', Courier, monospace" font-size="14" fill="#333333" text-anchor="start" dominant-baseline="central">{"method": "tools/list"}</text>
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<text x="440.0" y="326" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="20" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">tools/list response</text>
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<text x="220" y="365.0" font-family="'Courier New', Courier, monospace" font-size="14" fill="#333333" text-anchor="start" dominant-baseline="central">{"tools": [{"name": "get_weather",</text>
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<text x="220" y="383.0" font-family="'Courier New', Courier, monospace" font-size="14" fill="#333333" text-anchor="start" dominant-baseline="central"> "inputSchema": {"city": "string"}}]}</text>
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<text x="240" y="445.0" font-family="'Courier New', Courier, monospace" font-size="14" fill="#333333" text-anchor="start" dominant-baseline="central">{"method": "tools/call",</text>
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<text x="240" y="463.0" font-family="'Courier New', Courier, monospace" font-size="14" fill="#333333" text-anchor="start" dominant-baseline="central"> "params": {"name": "get_weather",</text>
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<text x="240" y="481.0" font-family="'Courier New', Courier, monospace" font-size="14" fill="#333333" text-anchor="start" dominant-baseline="central"> "arguments": {"city": "Beijing"}}}</text>
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<text x="240" y="535.0" font-family="'Courier New', Courier, monospace" font-size="14" fill="#333333" text-anchor="start" dominant-baseline="central">{"content": [{"type": "text",</text>
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<text x="240" y="553.0" font-family="'Courier New', Courier, monospace" font-size="14" fill="#333333" text-anchor="start" dominant-baseline="central"> "text": "Beijing: 22°C, sunny"}]}</text>
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<text x="50" y="165" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="15" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="bold">① Handshake</text>
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<text x="50" y="310" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="bold">② Discovery</text>
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<text x="50" y="465" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="bold">③ Invocation</text>
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</svg>
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<text x="97.5" y="65" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="20" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">Event source</text>
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<text x="25" y="141" font-family="'Courier New', Courier, monospace" font-size="14" fill="#333333" text-anchor="start" dominant-baseline="central">on_email_reply</text>
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<text x="25" y="159" font-family="'Courier New', Courier, monospace" font-size="11" fill="#333333" text-anchor="start" dominant-baseline="central">{"from":"alice@...",</text>
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<text x="25" y="175" font-family="'Courier New', Courier, monospace" font-size="11" fill="#333333" text-anchor="start" dominant-baseline="central"> "subject":"Re:meeting"}</text>
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<text x="97.5" y="215.0" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">Timer</text>
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<text x="25" y="251" font-family="'Courier New', Courier, monospace" font-size="14" fill="#333333" text-anchor="start" dominant-baseline="central">on_timer_expire</text>
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<text x="25" y="269" font-family="'Courier New', Courier, monospace" font-size="11" fill="#333333" text-anchor="start" dominant-baseline="central">{"task_id":"daily_report",</text>
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<text x="25" y="285" font-family="'Courier New', Courier, monospace" font-size="11" fill="#333333" text-anchor="start" dominant-baseline="central"> "scheduled":"09:00"}</text>
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<text x="97.5" y="325.0" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">Webhook</text>
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<text x="25" y="361" font-family="'Courier New', Courier, monospace" font-size="14" fill="#333333" text-anchor="start" dominant-baseline="central">on_webhook</text>
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<text x="25" y="379" font-family="'Courier New', Courier, monospace" font-size="11" fill="#333333" text-anchor="start" dominant-baseline="central">{"repo":"agent-lib",</text>
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<text x="339.0" y="142" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">Need to call weather tool</text>
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<text x="541.0" y="142" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">get_weather(Beijing)</text>
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<text x="743.0" y="142" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">22°C, sunny</text>
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<text x="57.0" y="185" font-family="'Courier New', Courier, monospace" font-size="14" fill="#333333" text-anchor="start" dominant-baseline="central">tool_call → next must be tool_result, otherwise API error</text>
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<text x="440.0" y="280" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="20" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="bold">contradiction</text>
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<rect x="20" y="295" width="840" height="210" rx="6" fill="#ffffff" stroke="#333333" stroke-width="2" stroke-dasharray="8,4"/>
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<text x="60" y="318" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="20" fill="#333333" text-anchor="start" dominant-baseline="central" font-weight="bold">deployment reality (asynchronous events interleaved)</text>
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<text x="760.0" y="318.0" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#ffffff" text-anchor="middle" dominant-baseline="central" font-weight="normal">Format conflict!</text>
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<text x="128.0" y="355" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">Assistant</text>
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<text x="128.0" y="372" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="11" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="normal">tool_call:</text>
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<text x="128.0" y="386" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="11" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="normal">get_weather(Beijing)</text>
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<text x="330.8" y="355" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">Waiting...</text>
|
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<text x="330.8" y="372" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="11" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="normal">Tool execution ~5s</text>
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<text x="420.5" y="355" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#ffffff" text-anchor="middle" dominant-baseline="central" font-weight="bold">User interrupts</text>
|
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<text x="420.5" y="372" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="11" fill="#ffffff" text-anchor="middle" dominant-baseline="central" font-weight="normal">"No need, </text>
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<text x="420.5" y="386" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="11" fill="#ffffff" text-anchor="middle" dominant-baseline="central" font-weight="normal">check Shanghai's "</text>
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<text x="576.5" y="355" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">???</text>
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<text x="576.5" y="372" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="11" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="normal">When will tool_result arrive? </text>
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<text x="576.5" y="386" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="11" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="normal">How to ensure format?</text>
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<text x="752.0" y="355" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">placeholder</text>
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<text x="752.0" y="372" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="11" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="normal">[Tool still executing, </text>
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<text x="752.0" y="386" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="11" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="normal">prioritize interruption]</text>
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<text x="60" y="430" font-family="'Courier New', Courier, monospace" font-size="13" fill="#333333" text-anchor="start" dominant-baseline="central">Solution: placeholder fixes format + non-urgent events enqueued + only interrupt when truly urgent</text>
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<text x="440.0" y="485" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="12" fill="#ffffff" text-anchor="middle" dominant-baseline="central" font-weight="bold">Fundamental solution: next-generation models need to be trained via RL in asynchronous environments</text>
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</svg>
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|
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<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 40 880 515" width="880" height="515" style="background:#ffffff">
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<defs><marker id="ah" markerWidth="12" markerHeight="8" refX="12" refY="4" orient="auto"><polygon points="0 0, 12 4, 0 8" fill="#333333"/></marker><marker id="ah-light" markerWidth="12" markerHeight="8" refX="12" refY="4" orient="auto"><polygon points="0 0, 12 4, 0 8" fill="#999999"/></marker></defs>
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<rect x="60" y="55" width="180" height="50" rx="6" fill="#f0f0f0" stroke="#333333" stroke-width="2"/>
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<text x="150" y="72" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">Dust → Star</text>
|
||||
<text x="150" y="92" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">Physical Laws</text>
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<rect x="260" y="55" width="180" height="50" rx="6" fill="#f0f0f0" stroke="#333333" stroke-width="2"/>
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<text x="350" y="72" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">Star → Planet</text>
|
||||
<text x="350" y="92" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">Gravitational aggregation</text>
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<rect x="460" y="55" width="180" height="50" rx="6" fill="#d0d0d0" stroke="#333333" stroke-width="2"/>
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<text x="550" y="72" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">Planet → Life</text>
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<text x="550" y="92" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">DNA self-replication</text>
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<rect x="660" y="55" width="180" height="50" rx="6" fill="#999999" stroke="#333333" stroke-width="2"/>
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<text x="750" y="72" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#ffffff" text-anchor="middle" dominant-baseline="central" font-weight="bold">Life → Agent</text>
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<text x="750" y="92" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#ffffff" text-anchor="middle" dominant-baseline="central" font-weight="normal">Code bootstrapping</text>
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<rect x="30" y="135" width="400" height="70" rx="6" fill="#f0f0f0" stroke="#333333" stroke-width="2"/>
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<text x="230" y="155" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14.5" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">DNA self-replication: random mutation + natural selection</text>
|
||||
<text x="230" y="177" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="9" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">Does not understand itself · Cannot modify directionally · 3.7 billion years of blind trial and error</text>
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<rect x="450" y="135" width="400" height="70" rx="6" fill="#999999" stroke="#333333" stroke-width="2"/>
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<text x="650" y="155" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="15" fill="#ffffff" text-anchor="middle" dominant-baseline="central" font-weight="bold">Agent bootstrapping: understand code + directed design</text>
|
||||
<text x="650" y="177" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="10.5" fill="#ffffff" text-anchor="middle" dominant-baseline="central" font-weight="normal">Understands its own mechanisms · Creates purposefully · Inherits best practices</text>
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<text x="215" y="248" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="20" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">Original Agent (own code)</text>
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<text x="118" y="285" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">System prompt</text>
|
||||
<text x="40" y="308" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="8.5" fill="#333333" text-anchor="start" dominant-baseline="central" font-weight="normal">You are an airline customer service agent</text>
|
||||
<text x="40" y="326" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="12" fill="#333333" text-anchor="start" dominant-baseline="central" font-weight="normal">Cancellation rules: ...</text>
|
||||
<text x="40" y="344" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="12" fill="#333333" text-anchor="start" dominant-baseline="central" font-weight="normal">Transfer rules: ...</text>
|
||||
<text x="40" y="362" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="12" fill="#333333" text-anchor="start" dominant-baseline="central" font-weight="normal">Tool: cancel_order</text>
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<rect x="215" y="265" width="185" height="124" rx="6" fill="#f0f0f0" stroke="#333333" stroke-width="2"/>
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<text x="308" y="285" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">Agent framework code</text>
|
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<text x="225" y="308" font-family="'Courier New', Courier, monospace" font-size="12" fill="#333333" text-anchor="start" dominant-baseline="central">loop:</text>
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<text x="225" y="326" font-family="'Courier New', Courier, monospace" font-size="12" fill="#333333" text-anchor="start" dominant-baseline="central"> msg = llm(ctx)</text>
|
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<text x="225" y="344" font-family="'Courier New', Courier, monospace" font-size="12" fill="#333333" text-anchor="start" dominant-baseline="central"> if tool_call:</text>
|
||||
<text x="225" y="362" font-family="'Courier New', Courier, monospace" font-size="12" fill="#333333" text-anchor="start" dominant-baseline="central"> exec(tool)</text>
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<text x="215" y="419" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="15.5" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="normal">Tool definition + MCP integration + message format</text>
|
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<text x="215" y="438" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">Verified high-quality implementation</text>
|
||||
<text x="440" y="215" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="bold">Copy + modify</text>
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<rect x="470" y="225" width="390" height="295" rx="6" fill="#ffffff" stroke="#333333" stroke-width="2" stroke-dasharray="8,4"/>
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<text x="665" y="248" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="20" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">New Agent (after directed modification)</text>
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<text x="570" y="285" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">New system prompt</text>
|
||||
<text x="490" y="308" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="7.5" fill="#333333" text-anchor="start" dominant-baseline="central" font-weight="normal">You are an e-commerce customer service agent</text>
|
||||
<text x="490" y="326" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="12" fill="#333333" text-anchor="start" dominant-baseline="central" font-weight="normal">Refund rules: ...</text>
|
||||
<text x="490" y="344" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="12" fill="#333333" text-anchor="start" dominant-baseline="central" font-weight="normal">Logistics inquiry: ...</text>
|
||||
<text x="490" y="362" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="12" fill="#333333" text-anchor="start" dominant-baseline="central" font-weight="normal">Tool: refund_order</text>
|
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<text x="760" y="285" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">Inherited framework code</text>
|
||||
<text x="680" y="308" font-family="'Courier New', Courier, monospace" font-size="12" fill="#333333" text-anchor="start" dominant-baseline="central">loop:</text>
|
||||
<text x="680" y="326" font-family="'Courier New', Courier, monospace" font-size="12" fill="#333333" text-anchor="start" dominant-baseline="central"> msg = llm(ctx)</text>
|
||||
<text x="680" y="344" font-family="'Courier New', Courier, monospace" font-size="12" fill="#333333" text-anchor="start" dominant-baseline="central"> if tool_call:</text>
|
||||
<text x="680" y="362" font-family="'Courier New', Courier, monospace" font-size="12" fill="#333333" text-anchor="start" dominant-baseline="central"> exec(tool)</text>
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<text x="665" y="419" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="normal">New tools + new business logic</text>
|
||||
<text x="665" y="438" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="13.5" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">Architecture framework fully inherited → quality guaranteed</text>
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</svg>
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|
After Width: | Height: | Size: 11 KiB |
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<rect x="30" y="60" width="280" height="55" rx="6" fill="#d0d0d0" stroke="#333333" stroke-width="2"/>
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<text x="170" y="80" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">User requirements</text>
|
||||
<text x="170" y="98" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="10.5" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">"Create an e-commerce refund customer service Agent"</text>
|
||||
<line x1="170" y1="115" x2="170" y2="145" stroke="#333333" stroke-width="2" marker-end="url(#ah)"/>
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<rect x="20" y="145" width="840" height="230" rx="6" fill="#ffffff" stroke="#333333" stroke-width="2" stroke-dasharray="8,4"/>
|
||||
<text x="440" y="168" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="20" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">Meta-Agent (Coding Agent)</text>
|
||||
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|
||||
<text x="130" y="205" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">① Read reference code</text>
|
||||
<text x="45" y="228" font-family="'Courier New', Courier, monospace" font-size="12" fill="#333333" text-anchor="start" dominant-baseline="central">read_file:</text>
|
||||
<text x="45" y="248" font-family="'Courier New', Courier, monospace" font-size="12" fill="#333333" text-anchor="start" dominant-baseline="central"> agent.py</text>
|
||||
<text x="45" y="268" font-family="'Courier New', Courier, monospace" font-size="12" fill="#333333" text-anchor="start" dominant-baseline="central"> tools/*.py</text>
|
||||
<text x="45" y="288" font-family="'Courier New', Courier, monospace" font-size="12" fill="#333333" text-anchor="start" dominant-baseline="central"> system_prompt.md</text>
|
||||
<text x="45" y="308" font-family="'Courier New', Courier, monospace" font-size="12" fill="#333333" text-anchor="start" dominant-baseline="central"> config.yaml</text>
|
||||
<text x="45" y="332" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="11" fill="#666666" text-anchor="start" dominant-baseline="central" font-weight="normal">→ Understand architecture patterns</text>
|
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|
||||
<rect x="248" y="185" width="190" height="170" rx="6" fill="#f0f0f0" stroke="#333333" stroke-width="2"/>
|
||||
<text x="343" y="205" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">② Copy scaffold</text>
|
||||
<text x="258" y="228" font-family="'Courier New', Courier, monospace" font-size="12" fill="#333333" text-anchor="start" dominant-baseline="central">cp -r reference/</text>
|
||||
<text x="258" y="248" font-family="'Courier New', Courier, monospace" font-size="12" fill="#333333" text-anchor="start" dominant-baseline="central"> → new_agent/</text>
|
||||
<text x="258" y="278" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="12" fill="#666666" text-anchor="start" dominant-baseline="central" font-weight="normal">Keep:</text>
|
||||
<text x="258" y="298" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="12" fill="#666666" text-anchor="start" dominant-baseline="central" font-weight="normal"> Agent loop framework</text>
|
||||
<text x="258" y="318" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="11" fill="#666666" text-anchor="start" dominant-baseline="central" font-weight="normal"> Message format / KV optimization</text>
|
||||
<line x1="438" y1="270" x2="461" y2="270" stroke="#333333" stroke-width="2" marker-end="url(#ah)"/>
|
||||
<rect x="461" y="185" width="190" height="170" rx="6" fill="#d0d0d0" stroke="#333333" stroke-width="2"/>
|
||||
<text x="556" y="205" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="15" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">③ Targeted modifications</text>
|
||||
<text x="471" y="228" font-family="'Courier New', Courier, monospace" font-size="12" fill="#333333" text-anchor="start" dominant-baseline="central">edit_file:</text>
|
||||
<text x="471" y="248" font-family="'Courier New', Courier, monospace" font-size="12" fill="#333333" text-anchor="start" dominant-baseline="central"> system_prompt.md</text>
|
||||
<text x="471" y="268" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="12" fill="#666666" text-anchor="start" dominant-baseline="central" font-weight="normal"> → E-commerce refund rules</text>
|
||||
<text x="471" y="290" font-family="'Courier New', Courier, monospace" font-size="12" fill="#333333" text-anchor="start" dominant-baseline="central"> tools/refund.py</text>
|
||||
<text x="471" y="310" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="12" fill="#666666" text-anchor="start" dominant-baseline="central" font-weight="normal"> → Add refund tool</text>
|
||||
<text x="471" y="332" font-family="'Courier New', Courier, monospace" font-size="12" fill="#333333" text-anchor="start" dominant-baseline="central"> config.yaml</text>
|
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<line x1="651" y1="270" x2="674" y2="270" stroke="#333333" stroke-width="2" marker-end="url(#ah)"/>
|
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<rect x="674" y="185" width="175" height="170" rx="6" fill="#f0f0f0" stroke="#333333" stroke-width="2"/>
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<text x="761" y="205" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">④ Verification testing</text>
|
||||
<text x="684" y="228" font-family="'Courier New', Courier, monospace" font-size="12" fill="#333333" text-anchor="start" dominant-baseline="central">bash:</text>
|
||||
<text x="684" y="248" font-family="'Courier New', Courier, monospace" font-size="12" fill="#333333" text-anchor="start" dominant-baseline="central"> python agent.py</text>
|
||||
<text x="684" y="270" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="12" fill="#666666" text-anchor="start" dominant-baseline="central" font-weight="normal"> → Start new Agent</text>
|
||||
<text x="684" y="290" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="12" fill="#666666" text-anchor="start" dominant-baseline="central" font-weight="normal"> → Send test messages</text>
|
||||
<text x="684" y="310" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="12" fill="#666666" text-anchor="start" dominant-baseline="central" font-weight="normal"> → Check tool calls</text>
|
||||
<text x="684" y="330" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="12" fill="#666666" text-anchor="start" dominant-baseline="central" font-weight="normal"> → Verify conversation flow</text>
|
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|
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<rect x="115" y="410" width="700" height="90" rx="6" fill="#ffffff" stroke="#333333" stroke-width="2" stroke-dasharray="8,4"/>
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<text x="465" y="432" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="20" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">Generated new Agent</text>
|
||||
<rect x="135" y="448" width="170" height="42" rx="6" fill="#f0f0f0" stroke="#333333" stroke-width="2"/>
|
||||
<text x="220" y="462" font-family="'Courier New', Courier, monospace" font-size="10" fill="#333333" text-anchor="middle" dominant-baseline="central">system_prompt.md</text>
|
||||
<text x="220" y="480" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">E-commerce refund rules</text>
|
||||
<rect x="313" y="448" width="170" height="42" rx="6" fill="#f0f0f0" stroke="#333333" stroke-width="2"/>
|
||||
<text x="398" y="462" font-family="'Courier New', Courier, monospace" font-size="10" fill="#333333" text-anchor="middle" dominant-baseline="central">tools/refund.py</text>
|
||||
<text x="398" y="480" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">Refund / query tools</text>
|
||||
<rect x="491" y="448" width="170" height="42" rx="6" fill="#f0f0f0" stroke="#333333" stroke-width="2"/>
|
||||
<text x="576" y="462" font-family="'Courier New', Courier, monospace" font-size="10" fill="#333333" text-anchor="middle" dominant-baseline="central">agent.py</text>
|
||||
<text x="576" y="480" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">Inherited framework code</text>
|
||||
<rect x="669" y="448" width="170" height="42" rx="6" fill="#f0f0f0" stroke="#333333" stroke-width="2"/>
|
||||
<text x="754" y="462" font-family="'Courier New', Courier, monospace" font-size="10" fill="#333333" text-anchor="middle" dominant-baseline="central">config.yaml</text>
|
||||
<text x="754" y="480" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="11" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">Model / parameter configuration</text>
|
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<line x1="30" y1="515" x2="850" y2="515" stroke="#999999" stroke-width="2" stroke-dasharray="8,4"/>
|
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<rect x="60" y="530" width="350" height="54" rx="6" fill="#f0f0f0" stroke="#333333" stroke-width="2"/>
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<text x="235" y="549" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">Generated from scratch: lacks best practices</text>
|
||||
<text x="235" y="571" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="10.5" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">Ad-hoc context management · Non-standard tool design · Outdated API</text>
|
||||
<rect x="470" y="530" width="350" height="54" rx="6" fill="#999999" stroke="#333333" stroke-width="2"/>
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<text x="645" y="549" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#ffffff" text-anchor="middle" dominant-baseline="central" font-weight="bold">Modified from example: inherits best practices</text>
|
||||
<text x="645" y="571" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="12" fill="#ffffff" text-anchor="middle" dominant-baseline="central" font-weight="normal">Standard message format · Standard tool design · Modern API</text>
|
||||
</svg>
|
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|
After Width: | Height: | Size: 12 KiB |
@@ -0,0 +1,99 @@
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<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 40 880 540" width="880" height="540" style="background:#ffffff">
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<defs><marker id="ah" markerWidth="12" markerHeight="8" refX="12" refY="4" orient="auto"><polygon points="0 0, 12 4, 0 8" fill="#333333"/></marker><marker id="ah-light" markerWidth="12" markerHeight="8" refX="12" refY="4" orient="auto"><polygon points="0 0, 12 4, 0 8" fill="#999999"/></marker></defs>
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<rect x="28.5" y="55" width="155" height="240" rx="6" fill="#d0d0d0" stroke="#333333" stroke-width="2"/>
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<text x="106.0" y="78" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="12" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">① Project documentation</text>
|
||||
<line x1="36.5" y1="92" x2="175.5" y2="92" stroke="#999999" stroke-width="2"/>
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<rect x="36.5" y="110" width="139" height="22" rx="11" fill="#999999" stroke="#333333" stroke-width="2"/>
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<text x="106.0" y="121.0" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="11" fill="#ffffff" text-anchor="middle" dominant-baseline="central" font-weight="bold">read_file</text>
|
||||
<text x="38.5" y="144.5" font-family="'Courier New', Courier, monospace" font-size="10" fill="#333333" text-anchor="start" dominant-baseline="central">README.md,</text>
|
||||
<text x="38.5" y="159.0" font-family="'Courier New', Courier, monospace" font-size="10" fill="#333333" text-anchor="start" dominant-baseline="central">ARCHITECTURE.md</text>
|
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<rect x="36.5" y="180" width="139" height="22" rx="11" fill="#999999" stroke="#333333" stroke-width="2"/>
|
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<text x="106.0" y="191.0" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="11" fill="#ffffff" text-anchor="middle" dominant-baseline="central" font-weight="bold">glob</text>
|
||||
<text x="38.5" y="214.5" font-family="'Courier New', Courier, monospace" font-size="10" fill="#333333" text-anchor="start" dominant-baseline="central">**/*.py, **/*.ts</text>
|
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<rect x="36.5" y="250" width="139" height="22" rx="11" fill="#999999" stroke="#333333" stroke-width="2"/>
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<text x="106.0" y="261.0" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="11" fill="#ffffff" text-anchor="middle" dominant-baseline="central" font-weight="bold">write_file</text>
|
||||
<text x="38.5" y="284.5" font-family="'Courier New', Courier, monospace" font-size="10" fill="#333333" text-anchor="start" dominant-baseline="central">→ Generate CLAUDE.md</text>
|
||||
<text x="38.5" y="299.0" font-family="'Courier New', Courier, monospace" font-size="10" fill="#333333" text-anchor="start" dominant-baseline="central">project guide</text>
|
||||
<line x1="185.5" y1="175.0" x2="193.5" y2="175.0" stroke="#333333" stroke-width="2" marker-end="url(#ah)"/>
|
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<rect x="195.5" y="55" width="155" height="240" rx="6" fill="#f0f0f0" stroke="#333333" stroke-width="2"/>
|
||||
<text x="273.0" y="78" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="10" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">② Requirement understanding</text>
|
||||
<line x1="203.5" y1="92" x2="342.5" y2="92" stroke="#999999" stroke-width="2"/>
|
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<rect x="203.5" y="110" width="139" height="22" rx="11" fill="#999999" stroke="#333333" stroke-width="2"/>
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<text x="273.0" y="121.0" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="11" fill="#ffffff" text-anchor="middle" dominant-baseline="central" font-weight="bold">ask_user</text>
|
||||
<text x="205.5" y="144.5" font-family="'Courier New', Courier, monospace" font-size="10" fill="#333333" text-anchor="start" dominant-baseline="central">"Is the optimization</text>
|
||||
<text x="205.5" y="159.0" font-family="'Courier New', Courier, monospace" font-size="10" fill="#333333" text-anchor="start" dominant-baseline="central">goal latency or</text>
|
||||
<text x="205.5" y="173.5" font-family="'Courier New', Courier, monospace" font-size="10" fill="#333333" text-anchor="start" dominant-baseline="central">throughput?"</text>
|
||||
<rect x="203.5" y="180" width="139" height="22" rx="11" fill="#999999" stroke="#333333" stroke-width="2"/>
|
||||
<text x="273.0" y="191.0" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="11" fill="#ffffff" text-anchor="middle" dominant-baseline="central" font-weight="bold">grep</text>
|
||||
<text x="205.5" y="214.5" font-family="'Courier New', Courier, monospace" font-size="10" fill="#333333" text-anchor="start" dominant-baseline="central">"latency|throughput"</text>
|
||||
<text x="205.5" y="229.0" font-family="'Courier New', Courier, monospace" font-size="10" fill="#333333" text-anchor="start" dominant-baseline="central">src/</text>
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<rect x="203.5" y="250" width="139" height="22" rx="11" fill="#999999" stroke="#333333" stroke-width="2"/>
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<text x="273.0" y="261.0" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="11" fill="#ffffff" text-anchor="middle" dominant-baseline="central" font-weight="bold">read_file</text>
|
||||
<text x="205.5" y="284.5" font-family="'Courier New', Courier, monospace" font-size="10" fill="#333333" text-anchor="start" dominant-baseline="central">src/config.py (current</text>
|
||||
<text x="205.5" y="299.0" font-family="'Courier New', Courier, monospace" font-size="10" fill="#333333" text-anchor="start" dominant-baseline="central">parameters)</text>
|
||||
<line x1="352.5" y1="175.0" x2="360.5" y2="175.0" stroke="#333333" stroke-width="2" marker-end="url(#ah)"/>
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<rect x="362.5" y="55" width="155" height="240" rx="6" fill="#f0f0f0" stroke="#333333" stroke-width="2"/>
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<text x="440.0" y="78" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="15" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">③ Design Document</text>
|
||||
<line x1="370.5" y1="92" x2="509.5" y2="92" stroke="#999999" stroke-width="2"/>
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||||
<rect x="370.5" y="110" width="139" height="22" rx="11" fill="#999999" stroke="#333333" stroke-width="2"/>
|
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<text x="440.0" y="121.0" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="11" fill="#ffffff" text-anchor="middle" dominant-baseline="central" font-weight="bold">write_file</text>
|
||||
<text x="372.5" y="144.5" font-family="'Courier New', Courier, monospace" font-size="10" fill="#333333" text-anchor="start" dominant-baseline="central">design.md (Scheme</text>
|
||||
<text x="372.5" y="159.0" font-family="'Courier New', Courier, monospace" font-size="10" fill="#333333" text-anchor="start" dominant-baseline="central">Comparison)</text>
|
||||
<rect x="370.5" y="180" width="139" height="22" rx="11" fill="#999999" stroke="#333333" stroke-width="2"/>
|
||||
<text x="440.0" y="191.0" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="11" fill="#ffffff" text-anchor="middle" dominant-baseline="central" font-weight="bold">ask_user</text>
|
||||
<text x="372.5" y="214.5" font-family="'Courier New', Courier, monospace" font-size="10" fill="#333333" text-anchor="start" dominant-baseline="central">Submit design → Wait</text>
|
||||
<text x="372.5" y="229.0" font-family="'Courier New', Courier, monospace" font-size="10" fill="#333333" text-anchor="start" dominant-baseline="central">for approval</text>
|
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||||
<text x="440.0" y="261.0" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="11" fill="#ffffff" text-anchor="middle" dominant-baseline="central" font-weight="bold">—</text>
|
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<text x="372.5" y="284.5" font-family="'Courier New', Courier, monospace" font-size="10" fill="#333333" text-anchor="start" dominant-baseline="central">After human review →</text>
|
||||
<text x="372.5" y="299.0" font-family="'Courier New', Courier, monospace" font-size="10" fill="#333333" text-anchor="start" dominant-baseline="central">Continue</text>
|
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<text x="607.0" y="78" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="13.5" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">④ Coding and Testing</text>
|
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<text x="607.0" y="121.0" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="11" fill="#ffffff" text-anchor="middle" dominant-baseline="central" font-weight="bold">edit_file</text>
|
||||
<text x="539.5" y="144.5" font-family="'Courier New', Courier, monospace" font-size="10" fill="#333333" text-anchor="start" dominant-baseline="central">old_str→new_str modify</text>
|
||||
<text x="539.5" y="159.0" font-family="'Courier New', Courier, monospace" font-size="10" fill="#333333" text-anchor="start" dominant-baseline="central">code</text>
|
||||
<rect x="537.5" y="180" width="139" height="22" rx="11" fill="#999999" stroke="#333333" stroke-width="2"/>
|
||||
<text x="607.0" y="191.0" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="11" fill="#ffffff" text-anchor="middle" dominant-baseline="central" font-weight="bold">bash</text>
|
||||
<text x="539.5" y="214.5" font-family="'Courier New', Courier, monospace" font-size="10" fill="#333333" text-anchor="start" dominant-baseline="central">pytest tests/ -v</text>
|
||||
<rect x="537.5" y="250" width="139" height="22" rx="11" fill="#999999" stroke="#333333" stroke-width="2"/>
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||||
<text x="607.0" y="261.0" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="11" fill="#ffffff" text-anchor="middle" dominant-baseline="central" font-weight="bold">edit_file</text>
|
||||
<text x="539.5" y="284.5" font-family="'Courier New', Courier, monospace" font-size="10" fill="#333333" text-anchor="start" dominant-baseline="central">Fix failed tests →</text>
|
||||
<text x="539.5" y="299.0" font-family="'Courier New', Courier, monospace" font-size="10" fill="#333333" text-anchor="start" dominant-baseline="central">Rerun</text>
|
||||
<line x1="686.5" y1="175.0" x2="694.5" y2="175.0" stroke="#333333" stroke-width="2" marker-end="url(#ah)"/>
|
||||
<rect x="696.5" y="55" width="155" height="240" rx="6" fill="#f0f0f0" stroke="#333333" stroke-width="2"/>
|
||||
<text x="774.0" y="78" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="13" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">⑤ Review and Delivery</text>
|
||||
<line x1="704.5" y1="92" x2="843.5" y2="92" stroke="#999999" stroke-width="2"/>
|
||||
<rect x="704.5" y="110" width="139" height="22" rx="11" fill="#999999" stroke="#333333" stroke-width="2"/>
|
||||
<text x="774.0" y="121.0" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="11" fill="#ffffff" text-anchor="middle" dominant-baseline="central" font-weight="bold">bash</text>
|
||||
<text x="706.5" y="144.5" font-family="'Courier New', Courier, monospace" font-size="10" fill="#333333" text-anchor="start" dominant-baseline="central">ruff check src/ (lint)</text>
|
||||
<rect x="704.5" y="180" width="139" height="22" rx="11" fill="#999999" stroke="#333333" stroke-width="2"/>
|
||||
<text x="774.0" y="191.0" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="11" fill="#ffffff" text-anchor="middle" dominant-baseline="central" font-weight="bold">read_file</text>
|
||||
<text x="706.5" y="211.95" font-family="'Courier New', Courier, monospace" font-size="7.0" fill="#333333" text-anchor="start" dominant-baseline="central">Self-review:</text>
|
||||
<text x="706.5" y="222.1" font-family="'Courier New', Courier, monospace" font-size="7.0" fill="#333333" text-anchor="start" dominant-baseline="central">readability/security/performance</text>
|
||||
<rect x="704.5" y="250" width="139" height="22" rx="11" fill="#999999" stroke="#333333" stroke-width="2"/>
|
||||
<text x="774.0" y="261.0" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="11" fill="#ffffff" text-anchor="middle" dominant-baseline="central" font-weight="bold">edit_file</text>
|
||||
<text x="706.5" y="284.5" font-family="'Courier New', Courier, monospace" font-size="10" fill="#333333" text-anchor="start" dominant-baseline="central">Update ARCHITECTURE.md</text>
|
||||
<line x1="30" y1="320" x2="850" y2="320" stroke="#999999" stroke-width="2" stroke-dasharray="8,4"/>
|
||||
<text x="440.0" y="340" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="20" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">Closed-loop feedback mechanism</text>
|
||||
<rect x="80" y="365" width="500" height="46" rx="6" fill="#f0f0f0" stroke="#333333" stroke-width="2"/>
|
||||
<text x="330" y="380" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">Test failure → Modify code → Retest</text>
|
||||
<text x="330" y="399" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">④ Inner loop: average 2-3 rounds to converge</text>
|
||||
<rect x="80" y="415" width="500" height="46" rx="6" fill="#f0f0f0" stroke="#333333" stroke-width="2"/>
|
||||
<text x="330" y="430" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">Lint error → Fix immediately → Recheck</text>
|
||||
<text x="330" y="449" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">⑤ Inner loop: automatically triggered after editing</text>
|
||||
<rect x="80" y="465" width="500" height="46" rx="6" fill="#f0f0f0" stroke="#333333" stroke-width="2"/>
|
||||
<text x="330" y="480" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">Issues found in review → Go back to ④ to modify</text>
|
||||
<text x="330" y="499" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">⑤→④ rollback: ensure delivery quality</text>
|
||||
<rect x="610" y="365" width="250" height="38" rx="4" fill="#f5f5f5" stroke="#999999" stroke-width="2"/>
|
||||
<text x="735" y="384" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">Agent status bar: cwd, git branch</text>
|
||||
<rect x="610" y="415" width="250" height="38" rx="4" fill="#f5f5f5" stroke="#999999" stroke-width="2"/>
|
||||
<text x="735" y="434" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">Agent status bar: unstaged changes</text>
|
||||
<rect x="610" y="465" width="250" height="38" rx="4" fill="#f5f5f5" stroke="#999999" stroke-width="2"/>
|
||||
<text x="735" y="484" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">Tool output: head/tail truncation</text>
|
||||
<rect x="610" y="515" width="250" height="38" rx="4" fill="#f5f5f5" stroke="#999999" stroke-width="2"/>
|
||||
<text x="735" y="534" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">Persistent terminal session</text>
|
||||
<text x="440.0" y="565" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="20" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="bold">Plan before action · Verification throughout · Documentation and code co-evolve</text>
|
||||
</svg>
|
||||
|
After Width: | Height: | Size: 16 KiB |
@@ -0,0 +1,53 @@
|
||||
<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 40 880 520" width="880" height="520" style="background:#ffffff">
|
||||
<defs><marker id="ah" markerWidth="12" markerHeight="8" refX="12" refY="4" orient="auto"><polygon points="0 0, 12 4, 0 8" fill="#333333"/></marker><marker id="ah-light" markerWidth="12" markerHeight="8" refX="12" refY="4" orient="auto"><polygon points="0 0, 12 4, 0 8" fill="#999999"/></marker></defs>
|
||||
<rect x="20" y="60" width="350" height="280" rx="6" fill="#ffffff" stroke="#333333" stroke-width="2" stroke-dasharray="8,4"/>
|
||||
<text x="195" y="82" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="20" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">Proposer Agent</text>
|
||||
<text x="40" y="110" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="start" dominant-baseline="central" font-weight="bold">Input: Paper/content</text>
|
||||
<rect x="30" y="125" width="330" height="24" rx="3" fill="#f5f5f5" stroke="#999999" stroke-width="2"/>
|
||||
<text x="38" y="137" font-family="'Courier New', Courier, monospace" font-size="11" fill="#333333" text-anchor="start" dominant-baseline="central">paper.pdf → Extract sections/arguments/figures</text>
|
||||
<text x="40" y="168" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="start" dominant-baseline="central" font-weight="bold">Output: Slidev Markdown</text>
|
||||
<rect x="30" y="182" width="330" height="138" rx="4" fill="#f5f5f5" stroke="#999999" stroke-width="2"/>
|
||||
<text x="40" y="199.0" font-family="'Courier New', Courier, monospace" font-size="10" fill="#333333" text-anchor="start" dominant-baseline="central">---</text>
|
||||
<text x="40" y="213.0" font-family="'Courier New', Courier, monospace" font-size="10" fill="#333333" text-anchor="start" dominant-baseline="central">layout: two-cols</text>
|
||||
<text x="40" y="227.0" font-family="'Courier New', Courier, monospace" font-size="10" fill="#333333" text-anchor="start" dominant-baseline="central">---</text>
|
||||
<text x="40" y="241.0" font-family="'Courier New', Courier, monospace" font-size="10" fill="#333333" text-anchor="start" dominant-baseline="central"># Transformer Architecture</text>
|
||||
<text x="40" y="255.0" font-family="'Courier New', Courier, monospace" font-size="10" fill="#333333" text-anchor="start" dominant-baseline="central">::left::</text>
|
||||
<text x="40" y="269.0" font-family="'Courier New', Courier, monospace" font-size="10" fill="#333333" text-anchor="start" dominant-baseline="central">- Self-attention mechanism</text>
|
||||
<text x="40" y="283.0" font-family="'Courier New', Courier, monospace" font-size="10" fill="#333333" text-anchor="start" dominant-baseline="central">- Multi-head attention</text>
|
||||
<text x="40" y="297.0" font-family="'Courier New', Courier, monospace" font-size="10" fill="#333333" text-anchor="start" dominant-baseline="central">::right::</text>
|
||||
<text x="40" y="311.0" font-family="'Courier New', Courier, monospace" font-size="10" fill="#333333" text-anchor="start" dominant-baseline="central"><img src="fig3.png" /></text>
|
||||
<rect x="510" y="60" width="350" height="280" rx="6" fill="#ffffff" stroke="#333333" stroke-width="2" stroke-dasharray="8,4"/>
|
||||
<text x="685" y="82" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="20" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">Reviewer Agent</text>
|
||||
<text x="520" y="110" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="start" dominant-baseline="central" font-weight="bold">Step 1: Render screenshot</text>
|
||||
<rect x="520" y="125" width="330" height="50" rx="6" fill="#f0f0f0" stroke="#333333" stroke-width="2"/>
|
||||
<text x="685" y="142" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">slidev export --per-slide</text>
|
||||
<text x="685" y="160" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">→ slide-01.png, slide-02.png ...</text>
|
||||
<text x="520" y="192" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="start" dominant-baseline="central" font-weight="bold">Step 2: Vision LLM review</text>
|
||||
<rect x="520" y="208" width="330" height="108" rx="3" fill="#f5f5f5" stroke="#999999" stroke-width="2"/>
|
||||
<text x="528" y="222" font-family="'Courier New', Courier, monospace" font-size="10" fill="#333333" text-anchor="start" dominant-baseline="central">Review dimensions:</text>
|
||||
<text x="528" y="238" font-family="'Courier New', Courier, monospace" font-size="10" fill="#333333" text-anchor="start" dominant-baseline="central"> ✓ Text overflow boundary</text>
|
||||
<text x="528" y="254" font-family="'Courier New', Courier, monospace" font-size="10" fill="#333333" text-anchor="start" dominant-baseline="central"> ✓ Layout too crowded</text>
|
||||
<text x="528" y="270" font-family="'Courier New', Courier, monospace" font-size="10" fill="#333333" text-anchor="start" dominant-baseline="central"> ✓ Image size appropriate</text>
|
||||
<text x="528" y="286" font-family="'Courier New', Courier, monospace" font-size="10" fill="#333333" text-anchor="start" dominant-baseline="central"> ✗ Slide 3: Text overflows right column</text>
|
||||
<text x="528" y="302" font-family="'Courier New', Courier, monospace" font-size="10" fill="#333333" text-anchor="start" dominant-baseline="central"> ✗ Slide 7: Content too dense</text>
|
||||
<line x1="370" y1="200" x2="508" y2="150" stroke="#333333" stroke-width="2" marker-end="url(#ah)"/>
|
||||
<text x="439.0" y="165.0" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#666666" text-anchor="middle">Slidev code</text>
|
||||
<line x1="508" y1="300" x2="370" y2="260" stroke="#333333" stroke-width="2" stroke-dasharray="8,4" marker-end="url(#ah)"/>
|
||||
<text x="439.0" y="270.0" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#666666" text-anchor="middle">Modification suggestions</text>
|
||||
<rect x="395" y="220" width="100" height="24" rx="12" fill="#999999" stroke="#333333" stroke-width="2"/>
|
||||
<text x="445.0" y="232.0" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="11" fill="#ffffff" text-anchor="middle" dominant-baseline="central" font-weight="bold">Iterate 2-3 rounds</text>
|
||||
<line x1="30" y1="365" x2="850" y2="365" stroke="#999999" stroke-width="2" stroke-dasharray="8,4"/>
|
||||
<text x="440.0" y="388" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="20" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">Why separate Proposer and Reviewer?</text>
|
||||
<rect x="30" y="405" width="270" height="130" rx="6" fill="#f0f0f0" stroke="#333333" stroke-width="2"/>
|
||||
<text x="165" y="425" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">Single Agent Problem</text>
|
||||
<text x="165" y="450" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="10.5" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">Tens of pages of rendered screenshots → context bloat</text>
|
||||
<text x="165" y="474" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="12.5" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">Code + screenshot mix → attention dispersion</text>
|
||||
<rect x="320" y="405" width="270" height="130" rx="6" fill="#f0f0f0" stroke="#333333" stroke-width="2"/>
|
||||
<text x="455" y="425" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">Advantages of Separation</text>
|
||||
<text x="455" y="450" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="10" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">Reviewer independent context → only screenshots + code</text>
|
||||
<text x="455" y="474" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="8.5" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">Proposer focuses on code → only receives modification suggestions</text>
|
||||
<rect x="610" y="405" width="270" height="130" rx="6" fill="#f0f0f0" stroke="#333333" stroke-width="2"/>
|
||||
<text x="745" y="425" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">Actual Effect</text>
|
||||
<text x="745" y="450" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">Significantly reduces context usage</text>
|
||||
<text x="745" y="474" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">Fix accuracy improves significantly</text>
|
||||
</svg>
|
||||
|
After Width: | Height: | Size: 9.7 KiB |
@@ -0,0 +1,52 @@
|
||||
<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 40 880 490" width="880" height="490" style="background:#ffffff">
|
||||
<defs><marker id="ah" markerWidth="12" markerHeight="8" refX="12" refY="4" orient="auto"><polygon points="0 0, 12 4, 0 8" fill="#333333"/></marker><marker id="ah-light" markerWidth="12" markerHeight="8" refX="12" refY="4" orient="auto"><polygon points="0 0, 12 4, 0 8" fill="#999999"/></marker></defs>
|
||||
|
||||
<rect x="20" y="55" width="400" height="460" rx="6" fill="#ffffff" stroke="#333333" stroke-width="2" stroke-dasharray="8,4"/>
|
||||
<text x="220" y="78" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="20" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">Tool-calling type (Verifiers)</text>
|
||||
<rect x="120" y="95" width="200" height="42" rx="6" fill="#d0d0d0" stroke="#333333" stroke-width="2"/>
|
||||
<text x="220.0" y="116.0" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">Agent (LLM)</text>
|
||||
<line x1="220" y1="137" x2="220" y2="168" stroke="#333333" stroke-width="2" marker-end="url(#ah)"/>
|
||||
<rect x="60" y="170" width="320" height="80" rx="6" fill="#f0f0f0" stroke="#333333" stroke-width="2"/>
|
||||
<text x="220" y="192" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">Tool execution environment</text>
|
||||
<rect x="75" y="200" width="290" height="48" rx="4" fill="#f5f5f5" stroke="#999999" stroke-width="2"/>
|
||||
<text x="85" y="219.0" font-family="'Courier New', Courier, monospace" font-size="12" fill="#333333" text-anchor="start" dominant-baseline="central">run_python("def fib(n): ...")</text>
|
||||
<text x="85" y="237.0" font-family="'Courier New', Courier, monospace" font-size="12" fill="#333333" text-anchor="start" dominant-baseline="central">→ {"result": [1,1,2,3,5,8]}</text>
|
||||
<line x1="220" y1="250" x2="220" y2="278" stroke="#333333" stroke-width="2" marker-end="url(#ah)"/>
|
||||
<rect x="60" y="280" width="320" height="80" rx="6" fill="#f0f0f0" stroke="#333333" stroke-width="2"/>
|
||||
<text x="220" y="302" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">Executable verifier</text>
|
||||
<rect x="75" y="312" width="290" height="48" rx="4" fill="#f5f5f5" stroke="#999999" stroke-width="2"/>
|
||||
<text x="85" y="331.0" font-family="'Courier New', Courier, monospace" font-size="12" fill="#333333" text-anchor="start" dominant-baseline="central">assert fib(10) == 55 # PASS</text>
|
||||
<text x="85" y="349.0" font-family="'Courier New', Courier, monospace" font-size="12" fill="#333333" text-anchor="start" dominant-baseline="central">assert fib(0) == 0 # PASS</text>
|
||||
<line x1="220" y1="360" x2="220" y2="390" stroke="#333333" stroke-width="2" marker-end="url(#ah)"/>
|
||||
<rect x="100" y="392" width="240" height="40" rx="6" fill="#999999" stroke="#333333" stroke-width="2"/>
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<text x="220" y="412" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#ffffff" text-anchor="middle" dominant-baseline="central" font-weight="bold">reward = 1.0 (all passed)</text>
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<rect x="80" y="445" width="280" height="30" rx="4" fill="#f5f5f5" stroke="#999999" stroke-width="2"/>
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<text x="90" y="460" font-family="'Courier New', Courier, monospace" font-size="10.5" fill="#333333" text-anchor="start" dominant-baseline="central">Features: No human/LLM evaluation required</text>
|
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<rect x="460" y="55" width="400" height="460" rx="6" fill="#ffffff" stroke="#333333" stroke-width="2" stroke-dasharray="8,4"/>
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<text x="660" y="78" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="19" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">Human-computer interaction type (τ-bench)</text>
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<rect x="475" y="95" width="165" height="42" rx="6" fill="#d0d0d0" stroke="#333333" stroke-width="2"/>
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<text x="557.5" y="116.0" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">User simulator</text>
|
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<rect x="680" y="95" width="165" height="42" rx="6" fill="#d0d0d0" stroke="#333333" stroke-width="2"/>
|
||||
<text x="762.5" y="116.0" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">Agent (LLM)</text>
|
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<line x1="640" y1="108" x2="678" y2="108" stroke="#333333" stroke-width="2" marker-end="url(#ah)"/>
|
||||
<text x="660.0" y="148.0" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="11" fill="#666666" text-anchor="middle" font-style="italic">"My flight has a problem"</text>
|
||||
<line x1="680" y1="128" x2="642" y2="128" stroke="#333333" stroke-width="2" marker-end="url(#ah)"/>
|
||||
<line x1="762" y1="137" x2="762" y2="168" stroke="#333333" stroke-width="2" marker-end="url(#ah)"/>
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<rect x="490" y="170" width="340" height="80" rx="6" fill="#f0f0f0" stroke="#333333" stroke-width="2"/>
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<text x="660" y="192" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">Tool call</text>
|
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<rect x="505" y="200" width="310" height="48" rx="4" fill="#f5f5f5" stroke="#999999" stroke-width="2"/>
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<text x="515" y="219.0" font-family="'Courier New', Courier, monospace" font-size="12" fill="#333333" text-anchor="start" dominant-baseline="central">lookup_booking("BK-98712")</text>
|
||||
<text x="515" y="237.0" font-family="'Courier New', Courier, monospace" font-size="10" fill="#333333" text-anchor="start" dominant-baseline="central">→ {"status":"confirmed","flight":"UA123"}</text>
|
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<line x1="660" y1="250" x2="660" y2="278" stroke="#333333" stroke-width="2" marker-end="url(#ah)"/>
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<rect x="490" y="280" width="340" height="100" rx="6" fill="#f0f0f0" stroke="#333333" stroke-width="2"/>
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<text x="660" y="302" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">Double verification</text>
|
||||
<rect x="505" y="312" width="310" height="66" rx="4" fill="#f5f5f5" stroke="#999999" stroke-width="2"/>
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||||
<text x="515" y="331.0" font-family="'Courier New', Courier, monospace" font-size="12" fill="#333333" text-anchor="start" dominant-baseline="central">① DB: booking.status == "cancelled"</text>
|
||||
<text x="515" y="349.0" font-family="'Courier New', Courier, monospace" font-size="11" fill="#333333" text-anchor="start" dominant-baseline="central">② Dialogue: contains "refund $150"</text>
|
||||
<text x="515" y="367.0" font-family="'Courier New', Courier, monospace" font-size="8.5" fill="#333333" text-anchor="start" dominant-baseline="central"> contains "3-5 business days to arrive"</text>
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<line x1="660" y1="380" x2="660" y2="406" stroke="#333333" stroke-width="2" marker-end="url(#ah)"/>
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<rect x="520" y="408" width="280" height="40" rx="6" fill="#999999" stroke="#333333" stroke-width="2"/>
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<text x="660" y="428" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#ffffff" text-anchor="middle" dominant-baseline="central" font-weight="bold">reward = 0/1 (both passed)</text>
|
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<rect x="500" y="460" width="320" height="30" rx="4" fill="#f5f5f5" stroke="#999999" stroke-width="2"/>
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||||
<text x="510" y="475" font-family="'Courier New', Courier, monospace" font-size="7.5" fill="#333333" text-anchor="start" dominant-baseline="central">Features: Progressive information disclosure + state verification</text>
|
||||
</svg>
|
||||
|
After Width: | Height: | Size: 8.0 KiB |
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<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 40 880 490" width="880" height="490" style="background:#ffffff">
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<defs><marker id="ah" markerWidth="12" markerHeight="8" refX="12" refY="4" orient="auto"><polygon points="0 0, 12 4, 0 8" fill="#333333"/></marker><marker id="ah-light" markerWidth="12" markerHeight="8" refX="12" refY="4" orient="auto"><polygon points="0 0, 12 4, 0 8" fill="#999999"/></marker></defs>
|
||||
|
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<rect x="30" y="60" width="250" height="150" rx="6" fill="#d0d0d0" stroke="#333333" stroke-width="2"/>
|
||||
<text x="155" y="82" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">Rubric</text>
|
||||
<line x1="40" y1="94" x2="270" y2="94" stroke="#999999" stroke-width="2"/>
|
||||
<text x="45" y="115" font-family="'Courier New', Courier, monospace" font-size="12" fill="#333333" text-anchor="start" dominant-baseline="central">Factual Correctness: Essential</text>
|
||||
<text x="45" y="137" font-family="'Courier New', Courier, monospace" font-size="12" fill="#333333" text-anchor="start" dominant-baseline="central">Logical Coherence: Important</text>
|
||||
<text x="45" y="159" font-family="'Courier New', Courier, monospace" font-size="12" fill="#333333" text-anchor="start" dominant-baseline="central">Hallucination Detection: Veto ⚠</text>
|
||||
<text x="45" y="181" font-family="'Courier New', Courier, monospace" font-size="12" fill="#333333" text-anchor="start" dominant-baseline="central">Completeness: Important</text>
|
||||
<rect x="315" y="60" width="250" height="150" rx="6" fill="#f0f0f0" stroke="#333333" stroke-width="2"/>
|
||||
<text x="440" y="82" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">Candidate Answer</text>
|
||||
<line x1="325" y1="94" x2="555" y2="94" stroke="#999999" stroke-width="2"/>
|
||||
<text x="330" y="115" font-family="'Courier New', Courier, monospace" font-size="12" fill="#333333" text-anchor="start" dominant-baseline="central">Agent Output:</text>
|
||||
<text x="330" y="137" font-family="'Courier New', Courier, monospace" font-size="7" fill="#333333" text-anchor="start" dominant-baseline="central">"Refund processed, $150 will be credited within</text>
|
||||
<text x="330" y="159" font-family="'Courier New', Courier, monospace" font-size="12" fill="#333333" text-anchor="start" dominant-baseline="central"> 3-5 business days."</text>
|
||||
<text x="330" y="181" font-family="'Courier New', Courier, monospace" font-size="12" fill="#333333" text-anchor="start" dominant-baseline="central"></text>
|
||||
<rect x="600" y="60" width="250" height="150" rx="6" fill="#f0f0f0" stroke="#333333" stroke-width="2"/>
|
||||
<text x="725" y="82" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">Reference Solution (Optional)</text>
|
||||
<line x1="610" y1="94" x2="840" y2="94" stroke="#999999" stroke-width="2"/>
|
||||
<text x="615" y="115" font-family="'Courier New', Courier, monospace" font-size="11.5" fill="#333333" text-anchor="start" dominant-baseline="central">Standard Answer / Scoring Points:</text>
|
||||
<text x="615" y="137" font-family="'Courier New', Courier, monospace" font-size="12" fill="#333333" text-anchor="start" dominant-baseline="central">Must include refund amount</text>
|
||||
<text x="615" y="159" font-family="'Courier New', Courier, monospace" font-size="12" fill="#333333" text-anchor="start" dominant-baseline="central">Must include credit time</text>
|
||||
<text x="615" y="181" font-family="'Courier New', Courier, monospace" font-size="12" fill="#333333" text-anchor="start" dominant-baseline="central">Cannot promise a specific date</text>
|
||||
<line x1="155" y1="210" x2="440" y2="240" stroke="#333333" stroke-width="2" marker-end="url(#ah)"/>
|
||||
<line x1="440" y1="210" x2="440" y2="240" stroke="#333333" stroke-width="2" marker-end="url(#ah)"/>
|
||||
<line x1="725" y1="210" x2="440" y2="240" stroke="#333333" stroke-width="2" marker-end="url(#ah)"/>
|
||||
<rect x="280" y="245" width="320" height="50" rx="6" fill="#999999" stroke="#333333" stroke-width="2"/>
|
||||
<text x="440" y="262" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#ffffff" text-anchor="middle" dominant-baseline="central" font-weight="bold">Judge Model (GPT-5 / Gemini 2.5)</text>
|
||||
<text x="440" y="282" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="10" fill="#cccccc" text-anchor="middle" dominant-baseline="central" font-weight="normal">Multi-source heterogeneous evaluation to prevent same-source bias</text>
|
||||
<line x1="440" y1="295" x2="440" y2="325" stroke="#333333" stroke-width="2" marker-end="url(#ah)"/>
|
||||
<rect x="60" y="328" width="760" height="180" rx="6" fill="#ffffff" stroke="#333333" stroke-width="2" stroke-dasharray="8,4"/>
|
||||
<text x="440" y="350" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="20" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">Structured evaluation output</text>
|
||||
<rect x="75" y="370" width="360" height="125" rx="4" fill="#f5f5f5" stroke="#999999" stroke-width="2"/>
|
||||
<text x="85" y="390" font-family="'Courier New', Courier, monospace" font-size="12" fill="#333333" text-anchor="start" dominant-baseline="central">Factual Correctness </text>
|
||||
<text x="250" y="390" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">4/4</text>
|
||||
<text x="300" y="390" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="8" fill="#666666" text-anchor="start" dominant-baseline="central" font-weight="normal">Amount and time are both accurate</text>
|
||||
<text x="85" y="414" font-family="'Courier New', Courier, monospace" font-size="12" fill="#333333" text-anchor="start" dominant-baseline="central">Completeness </text>
|
||||
<text x="250" y="414" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">3/4</text>
|
||||
<text x="300" y="414" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="7.5" fill="#666666" text-anchor="start" dominant-baseline="central" font-weight="normal">Missing explanation of refund method</text>
|
||||
<text x="85" y="438" font-family="'Courier New', Courier, monospace" font-size="12" fill="#333333" text-anchor="start" dominant-baseline="central">Hallucination Detection </text>
|
||||
<text x="250" y="438" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">PASS</text>
|
||||
<text x="300" y="438" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="12" fill="#666666" text-anchor="start" dominant-baseline="central" font-weight="normal">No false information</text>
|
||||
<text x="85" y="462" font-family="'Courier New', Courier, monospace" font-size="12" fill="#333333" text-anchor="start" dominant-baseline="central">Logical Coherence </text>
|
||||
<text x="250" y="462" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">4/4</text>
|
||||
<text x="300" y="462" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="11.5" fill="#666666" text-anchor="start" dominant-baseline="central" font-weight="normal">Clear causal relationship</text>
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<rect x="460" y="370" width="345" height="125" rx="6" fill="#f0f0f0" stroke="#333333" stroke-width="2"/>
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||||
<text x="632" y="390" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">Scoring Aggregation Strategy</text>
|
||||
<text x="475" y="415" font-family="'Courier New', Courier, monospace" font-size="12" fill="#333333" text-anchor="start" dominant-baseline="central">Weighted average: Σ(weight × dimension score)</text>
|
||||
<text x="475" y="437" font-family="'Courier New', Courier, monospace" font-size="12" fill="#333333" text-anchor="start" dominant-baseline="central">Veto: Hallucination=FAIL → total score=0</text>
|
||||
<text x="475" y="459" font-family="'Courier New', Courier, monospace" font-size="12" fill="#333333" text-anchor="start" dominant-baseline="central">Multi-judge: median of 3 judges</text>
|
||||
<text x="475" y="481" font-family="'Courier New', Courier, monospace" font-size="10" fill="#333333" text-anchor="start" dominant-baseline="central">Edge case flag: disagreement >2 points → human review</text>
|
||||
</svg>
|
||||
|
After Width: | Height: | Size: 9.0 KiB |
@@ -0,0 +1,48 @@
|
||||
<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 40 880 660" width="880" height="660" style="background:#ffffff">
|
||||
<defs><marker id="ah" markerWidth="7" markerHeight="10" refX="7" refY="5" orient="auto" markerUnits="userSpaceOnUse"><polygon points="0 0, 7 5, 0 10" fill="#333333"/></marker><marker id="ah-light" markerWidth="12" markerHeight="8" refX="12" refY="4" orient="auto"><polygon points="0 0, 12 4, 0 8" fill="#999999"/></marker></defs>
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||||
<rect x="30" y="66" width="400" height="552" rx="6" fill="#ffffff" stroke="#333333" stroke-width="2" stroke-dasharray="8,4"/>
|
||||
<text x="230" y="92" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">Execution trace tree (single task)</text>
|
||||
<rect x="50" y="108" width="360" height="46" rx="6" fill="#d0d0d0" stroke="#333333" stroke-width="2"/>
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||||
<text x="230" y="131" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="12" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">Trace: Check Beijing weather for user tomorrow (3.2s, $0.008)</text>
|
||||
<rect x="50" y="164" width="360" height="64" rx="6" fill="#f0f0f0" stroke="#333333" stroke-width="2"/>
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||||
<text x="68" y="189" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#333333" text-anchor="start" dominant-baseline="central" font-weight="bold">LLM Call: Intent recognition</text>
|
||||
<text x="68" y="211" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#666666" text-anchor="start" dominant-baseline="central" font-weight="normal">Claude 4 Sonnet · 0.4s · 320 tokens</text>
|
||||
<rect x="50" y="238" width="360" height="64" rx="6" fill="#f0f0f0" stroke="#333333" stroke-width="2"/>
|
||||
<text x="68" y="263" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#333333" text-anchor="start" dominant-baseline="central" font-weight="bold">Tool：get_weather(Beijing)</text>
|
||||
<text x="68" y="285" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#666666" text-anchor="start" dominant-baseline="central" font-weight="normal">MCP Server · 1.8s · 200ms TTFT</text>
|
||||
<rect x="86" y="312" width="324" height="64" rx="6" fill="#f5f5f5" stroke="#333333" stroke-width="2"/>
|
||||
<text x="104" y="337" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#333333" text-anchor="start" dominant-baseline="central" font-weight="bold">├─ HTTP Request</text>
|
||||
<text x="104" y="359" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#666666" text-anchor="start" dominant-baseline="central" font-weight="normal">api.weather.com · 1.6s</text>
|
||||
<rect x="86" y="386" width="324" height="64" rx="6" fill="#f5f5f5" stroke="#333333" stroke-width="2"/>
|
||||
<text x="104" y="411" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#333333" text-anchor="start" dominant-baseline="central" font-weight="bold">└─ Response Parse</text>
|
||||
<text x="104" y="433" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#666666" text-anchor="start" dominant-baseline="central" font-weight="normal">JSON → Structured weather data</text>
|
||||
<rect x="50" y="460" width="360" height="64" rx="6" fill="#f0f0f0" stroke="#333333" stroke-width="2"/>
|
||||
<text x="68" y="485" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#333333" text-anchor="start" dominant-baseline="central" font-weight="bold">LLM Call: Generate response</text>
|
||||
<text x="68" y="507" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#666666" text-anchor="start" dominant-baseline="central" font-weight="normal">Claude 4 Sonnet · 0.8s · 580 tokens</text>
|
||||
<rect x="50" y="534" width="360" height="64" rx="6" fill="#f0f0f0" stroke="#333333" stroke-width="2"/>
|
||||
<text x="68" y="559" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#333333" text-anchor="start" dominant-baseline="central" font-weight="bold">Tool：send_message(user)</text>
|
||||
<text x="68" y="581" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#666666" text-anchor="start" dominant-baseline="central" font-weight="normal">0.2s · Contains weather summary</text>
|
||||
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|
||||
<line x1="230" y1="228" x2="230" y2="237" stroke="#333333" stroke-width="2" marker-end="url(#ah)"/>
|
||||
<line x1="248" y1="302" x2="248" y2="311" stroke="#333333" stroke-width="2" marker-end="url(#ah)"/>
|
||||
<line x1="248" y1="376" x2="248" y2="385" stroke="#333333" stroke-width="2" marker-end="url(#ah)"/>
|
||||
<line x1="248" y1="450" x2="248" y2="459" stroke="#333333" stroke-width="2" marker-end="url(#ah)"/>
|
||||
<line x1="230" y1="524" x2="230" y2="533" stroke="#333333" stroke-width="2" marker-end="url(#ah)"/>
|
||||
<rect x="470" y="66" width="380" height="552" rx="6" fill="#ffffff" stroke="#333333" stroke-width="2" stroke-dasharray="8,4"/>
|
||||
<text x="660" y="92" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">Monitoring dashboard</text>
|
||||
<rect x="490" y="116" width="340" height="140" rx="6" fill="#f0f0f0" stroke="#333333" stroke-width="2"/>
|
||||
<text x="660" y="142" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">Cost tracking</text>
|
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<text x="510" y="174" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#666666" text-anchor="start" dominant-baseline="central" font-weight="normal">Today: $12.30 (1,200 calls)</text>
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<text x="510" y="198" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#666666" text-anchor="start" dominant-baseline="central" font-weight="normal">This month: $340 (34K calls)</text>
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<text x="510" y="222" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="13" fill="#666666" text-anchor="start" dominant-baseline="central" font-weight="normal">Anomaly: task#892 looped search 14 times, cost $2.1</text>
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<text x="660" y="298" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">Performance monitoring</text>
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<text x="510" y="330" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#666666" text-anchor="start" dominant-baseline="central" font-weight="normal">P50 / P95 / P99 latency: 2.1s / 8.4s / 15.2s</text>
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<text x="510" y="354" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#666666" text-anchor="start" dominant-baseline="central" font-weight="normal">Tool success rate: 94.3%</text>
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<text x="660" y="454" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">Quality audit</text>
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<text x="510" y="486" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="13.5" fill="#666666" text-anchor="start" dominant-baseline="central" font-weight="normal">Task success rate: 87% Hallucination trigger: 2.1%</text>
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<text x="510" y="510" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="12" fill="#666666" text-anchor="start" dominant-baseline="central" font-weight="normal">Security violations: 0 (this month) User satisfaction: 4.3/5</text>
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<text x="440" y="0" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="15" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold"><tspan x="440" dy="654">Closed loop: Trace data → Identify issues → A/B testing →</tspan><tspan x="440" dy="17">Prompt version management → Continuous optimization</tspan></text>
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</svg>
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<text x="230" y="82" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="20" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">① Observation: Diagnostic Report</text>
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<text x="40" y="102" font-family="'Courier New', Courier, monospace" font-size="13" fill="#333333" text-anchor="start" dominant-baseline="central">Overall Success Rate: 88% (102/116)</text>
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<text x="40" y="124" font-family="'Courier New', Courier, monospace" font-size="13" fill="#333333" text-anchor="start" dominant-baseline="central">transcription: 0% complex_ui: 17%</text>
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<text x="40" y="146" font-family="'Courier New', Courier, monospace" font-size="13" fill="#333333" text-anchor="start" dominant-baseline="central">math_counting: 0% Wi-Fi Operation: 0%</text>
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<text x="40" y="168" font-family="'Courier New', Courier, monospace" font-size="13" fill="#333333" text-anchor="start" dominant-baseline="central">Task 82,102-115 Concentrated Failures</text>
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<text x="660" y="82" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="15.5" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">② Hypothesis: Three-Layer Improvement Framework</text>
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<text x="505.0" y="106.0" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="7.5" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">Surface Layer</text>
|
||||
<text x="545" y="106" font-family="'Courier New', Courier, monospace" font-size="12" fill="#333333" text-anchor="start" dominant-baseline="central">H1 Set Navigation Prompt H2 UI Rules</text>
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<text x="505.0" y="138.0" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="8.5" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">Middle Layer</text>
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<text x="545" y="138" font-family="'Courier New', Courier, monospace" font-size="12" fill="#333333" text-anchor="start" dominant-baseline="central">H3 Fix Multimodal Pipeline H4 Thinking</text>
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<text x="505.0" y="170.0" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="9" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">Deep Layer</text>
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<text x="545" y="170" font-family="'Courier New', Courier, monospace" font-size="12" fill="#333333" text-anchor="start" dominant-baseline="central">H5 GPT-5 H6 UI Element Tree</text>
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<rect x="20" y="210" width="840" height="120" rx="6" fill="#ffffff" stroke="#333333" stroke-width="2" stroke-dasharray="8,4"/>
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<text x="440" y="232" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="20" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">③ Experiment: Phased Validation (5 runs × 116 tasks per configuration)</text>
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<text x="135" y="268" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">H1 Navigation</text>
|
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<text x="135" y="288" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="normal">Setup 0%→75%</text>
|
||||
<text x="135" y="304" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">token+8%</text>
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<text x="345" y="268" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">H3 Multimodal</text>
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<text x="345" y="288" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="normal">Transcription 0%→80%</text>
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<text x="345" y="304" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">Latency +1s</text>
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<text x="555" y="268" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">H4 Thinking</text>
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||||
<text x="555" y="288" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="normal">Counting 0%→70%</text>
|
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<text x="555" y="304" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">Latency 3x!</text>
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<text x="765" y="268" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">H6 Element Tree</text>
|
||||
<text x="765" y="288" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="normal">UI 17%→52%</text>
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||||
<text x="765" y="304" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">token+30%</text>
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<text x="230" y="372" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="20" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">④ Decision: Cost-Benefit Trade-off</text>
|
||||
<text x="40" y="395" font-family="'Courier New', Courier, monospace" font-size="13" fill="#333333" text-anchor="start" dominant-baseline="central">✓ H1+H3: Low Cost, High Benefit → Deploy</text>
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<text x="40" y="419" font-family="'Courier New', Courier, monospace" font-size="12.5" fill="#333333" text-anchor="start" dominant-baseline="central">✗ H4: Only 8% Tasks Benefit but 3x Latency → Reject</text>
|
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<text x="40" y="443" font-family="'Courier New', Courier, monospace" font-size="13" fill="#333333" text-anchor="start" dominant-baseline="central">✓ H6: 35% Improvement / 30% Cost → Deploy</text>
|
||||
<text x="40" y="467" font-family="'Courier New', Courier, monospace" font-size="13" fill="#333333" text-anchor="start" dominant-baseline="central">✗ H5: 15s/Step Unacceptable → Alternative</text>
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<text x="660" y="372" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="20" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">⑤ Iteration: New Cycle</text>
|
||||
<text x="480" y="395" font-family="'Courier New', Courier, monospace" font-size="13" fill="#333333" text-anchor="start" dominant-baseline="central">Deploy H1+H3+H6 → 88%→94%</text>
|
||||
<text x="480" y="419" font-family="'Courier New', Courier, monospace" font-size="13" fill="#333333" text-anchor="start" dominant-baseline="central">New Report Shows Different Failure Modes:</text>
|
||||
<text x="480" y="443" font-family="'Courier New', Courier, monospace" font-size="13" fill="#333333" text-anchor="start" dominant-baseline="central"> H7: Conditional Thinking Enabled</text>
|
||||
<text x="480" y="467" font-family="'Courier New', Courier, monospace" font-size="13" fill="#333333" text-anchor="start" dominant-baseline="central"> H8: Expand gesture action space</text>
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<text x="885" y="270" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#666666" text-anchor="start" dominant-baseline="central" font-weight="bold">↑ Loop</text>
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<text x="440" y="521" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="13" fill="#ffffff" text-anchor="middle" dominant-baseline="central" font-weight="bold">Methodology: Observe → Hypothesize → Experiment → Decide → Iterate = From alchemy to scientific engineering</text>
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</svg>
|
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|
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<text x="140" y="145" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="20" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">Agent (Explorer)</text>
|
||||
<text x="140" y="175" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="normal">Policy π: Observe state →</text>
|
||||
<text x="140" y="198" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="normal">Select action (move/pick up/attack)</text>
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<text x="140" y="225" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">ε-greedy: 90% optimal, 10% random</text>
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<text x="640" y="145" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="20" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">Environment (Maze World)</text>
|
||||
<text x="640" y="175" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="normal">5 rooms · Key/Door/Guard</text>
|
||||
<text x="640" y="198" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="15.5" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="normal">Transition: P(Storage|Hall,East)=1.0</text>
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<text x="640" y="225" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">R(Defeat Guard)=+50, R(Move)=0</text>
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<text x="390.0" y="136" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">Action A(t) = "Move East"</text>
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<text x="390.0" y="258" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">State S(t+1) + Reward R(t+1)</text>
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<text x="390" y="300" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="20" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">Trajectory: S(0), A(0), R(1), S(1), A(1), R(2), ...</text>
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|
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<text x="102.0" y="375" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">A(0): East</text>
|
||||
<text x="102.0" y="393" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">R(1): 0</text>
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<text x="246.0" y="375" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">A(1): Take Key</text>
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<text x="246.0" y="393" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">R(2): +5</text>
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<text x="390.0" y="357" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="normal">S(2): Storage Room</text>
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||||
<text x="390.0" y="375" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">A(2): North</text>
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<text x="390.0" y="393" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">R(3): 0</text>
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<text x="534.0" y="357" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="normal">S(3): Guard Room</text>
|
||||
<text x="534.0" y="375" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="11.5" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">A(3): Craft Silver Sword</text>
|
||||
<text x="534.0" y="393" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">R(4): +10</text>
|
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<rect x="611.0" y="340" width="134.0" height="70" rx="4" fill="#f5f5f5" stroke="#333333" stroke-width="2"/>
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<text x="678.0" y="357" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="normal">S(4): Guard Room</text>
|
||||
<text x="678.0" y="375" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">A(4): Attack</text>
|
||||
<text x="678.0" y="393" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">R(5): +50</text>
|
||||
<text x="390" y="460" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">Goal: Maximize cumulative reward G = R(1) + γR(2) + γ²R(3) + ... (γ=0.99)</text>
|
||||
</svg>
|
||||
|
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<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 40 780 340" width="780" height="340" style="background:#ffffff">
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<defs><marker id="ah" markerWidth="12" markerHeight="8" refX="12" refY="4" orient="auto"><polygon points="0 0, 12 4, 0 8" fill="#333333"/></marker><marker id="ah-light" markerWidth="12" markerHeight="8" refX="12" refY="4" orient="auto"><polygon points="0 0, 12 4, 0 8" fill="#999999"/></marker></defs>
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<rect x="40" y="65" width="300" height="130" rx="6" fill="#f0f0f0" stroke="#333333" stroke-width="2"/>
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||||
<text x="190" y="88" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="20" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">Phase 1: SFT Formatting</text>
|
||||
<text x="190" y="115" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">Goal: Output parseable (JSON/tool call)</text>
|
||||
<text x="190" y="137" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="13.5" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">Data: Thousands of high-quality demonstrations</text>
|
||||
<text x="190" y="159" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="10.5" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">Stopping condition: Format stable, basic capability achieved</text>
|
||||
<text x="190" y="181" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="11.5" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">⚠ Overtraining → Model collapses to training distribution</text>
|
||||
<line x1="342" y1="130" x2="398" y2="130" stroke="#333333" stroke-width="2" marker-end="url(#ah)"/>
|
||||
<text x="370" y="115" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">Format</text>
|
||||
<text x="370" y="135" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">Stable</text>
|
||||
<rect x="400" y="65" width="340" height="130" rx="6" fill="#d0d0d0" stroke="#333333" stroke-width="2"/>
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||||
<text x="570" y="88" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="20" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">Phase 2: RL Shaping Strategy</text>
|
||||
<text x="570" y="115" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">Goal: Maximize task reward (accuracy/success rate)</text>
|
||||
<text x="570" y="137" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="13" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">Prerequisite: Output format stable → Reward computable</text>
|
||||
<text x="570" y="159" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="11" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">Breakthrough: Discover new strategies beyond SFT demonstrations</text>
|
||||
<text x="570" y="181" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="11.5" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="normal">✓ Stable format + Strategy generalization = Deployment ready</text>
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||||
<text x="390" y="238" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">Why can't we skip SFT and go directly to RL?</text>
|
||||
<text x="390" y="262" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="11" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">Base model output is unstructured → Cannot parse JSON → Reward function returns NaN → Gradients all zero → Training completely fails</text>
|
||||
<text x="390" y="310" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="20" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">SFT memorizes distribution → RL generalizes strategy</text>
|
||||
<text x="390" y="338" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">SFT: max Σ log P(y|x) (fit training distribution) RL: max E[R(τ)] (optimize task objective)</text>
|
||||
<text x="390" y="362" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">When "no matter how many demonstrations are added, new scenarios still perform poorly" → Tipping point to switch to RL</text>
|
||||
</svg>
|
||||
|
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||||
<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 40 780 450" width="780" height="450" style="background:#ffffff">
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<defs><marker id="ah" markerWidth="12" markerHeight="8" refX="12" refY="4" orient="auto"><polygon points="0 0, 12 4, 0 8" fill="#333333"/></marker><marker id="ah-light" markerWidth="12" markerHeight="8" refX="12" refY="4" orient="auto"><polygon points="0 0, 12 4, 0 8" fill="#999999"/></marker></defs>
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|
||||
<rect x="40" y="80" width="160" height="50" rx="6" fill="#d0d0d0" stroke="#333333" stroke-width="2"/>
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||||
<text x="120" y="105" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">Input Prompt x</text>
|
||||
<line x1="202" y1="105" x2="238" y2="105" stroke="#333333" stroke-width="2" marker-end="url(#ah)"/>
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<rect x="240" y="50" width="280" height="120" rx="6" fill="#f0f0f0" stroke="#333333" stroke-width="2"/>
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||||
<text x="380" y="70" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">Policy model πθ parallel sampling</text>
|
||||
<text x="255" y="95" font-family="'Courier New', Courier, monospace" font-size="12" fill="#333333" text-anchor="start" dominant-baseline="central">y₁: (8+6)×3-4 = 38 ✗</text>
|
||||
<text x="255" y="117" font-family="'Courier New', Courier, monospace" font-size="12" fill="#333333" text-anchor="start" dominant-baseline="central">y₂: 3×4×(8-6) = 24 ✓</text>
|
||||
<text x="255" y="139" font-family="'Courier New', Courier, monospace" font-size="12" fill="#333333" text-anchor="start" dominant-baseline="central">y₃: 8×4-6-3 = 23 ✗</text>
|
||||
<text x="255" y="161" font-family="'Courier New', Courier, monospace" font-size="12" fill="#333333" text-anchor="start" dominant-baseline="central">y₄: (8+4)×3÷6 = 6 ✗</text>
|
||||
<line x1="522" y1="105" x2="558" y2="105" stroke="#333333" stroke-width="2" marker-end="url(#ah)"/>
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<rect x="560" y="70" width="190" height="98" rx="6" fill="#f0f0f0" stroke="#333333" stroke-width="2"/>
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||||
<text x="655" y="90" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">Reward calculation</text>
|
||||
<text x="655" y="112" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">R₁ = 0 (incorrect)</text>
|
||||
<text x="655" y="126" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">R₂ = 1 (correct)</text>
|
||||
<text x="655" y="140" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">R₃ = 0 (incorrect)</text>
|
||||
<text x="655" y="154" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">R₄ = 0 (incorrect)</text>
|
||||
<rect x="40" y="220" width="700" height="70" rx="4" fill="#f5f5f5" stroke="#333333" stroke-width="2"/>
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||||
<text x="390" y="238" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">Relative advantage calculation (no value network needed)</text>
|
||||
<text x="390" y="262" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="normal">A(yi) = (Ri - mean(R)) / std(R) → A1=-0.58 A2=+1.73 A3=-0.58 A4=-0.58</text>
|
||||
<rect x="40" y="315" width="700" height="100" rx="6" fill="#f0f0f0" stroke="#333333" stroke-width="2"/>
|
||||
<text x="390" y="337" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="20" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">Policy update (symmetric clipping)</text>
|
||||
<text x="390" y="365" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="normal">L = -E[ min(r(θ)·A, clip(r(θ), 1-ε, 1+ε)·A) ]</text>
|
||||
<text x="390" y="390" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="12" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">Symmetric clipping range [1-ε, 1+ε], ε=0.2 · Advantage comes from intra-group relative comparison, no value network needed</text>
|
||||
<text x="390" y="435" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">Core advantages of GRPO</text>
|
||||
<text x="390" y="460" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="12" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">No reward model/value network · Intra-group relative comparison · Retains online exploration capability · Suitable for verifiable reward scenarios</text>
|
||||
</svg>
|
||||
|
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|
||||
<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 40 780 340" width="780" height="340" style="background:#ffffff">
|
||||
<defs><marker id="ah" markerWidth="12" markerHeight="8" refX="12" refY="4" orient="auto"><polygon points="0 0, 12 4, 0 8" fill="#333333"/></marker><marker id="ah-light" markerWidth="12" markerHeight="8" refX="12" refY="4" orient="auto"><polygon points="0 0, 12 4, 0 8" fill="#999999"/></marker></defs>
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||||
|
||||
<rect x="68" y="65" width="124" height="100" rx="4" fill="#f0f0f0" stroke="#333333" stroke-width="2"/>
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||||
<text x="130" y="83" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">Step 1</text>
|
||||
<text x="130" y="105" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">Observe ahead</text>
|
||||
<text x="130" y="123" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="normal">Choose left turn</text>
|
||||
<text x="130" y="145" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">R=+1</text>
|
||||
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||||
<rect x="198" y="65" width="124" height="100" rx="4" fill="#f0f0f0" stroke="#333333" stroke-width="2"/>
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||||
<text x="260" y="83" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">Step 2</text>
|
||||
<text x="260" y="105" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">Identify sign</text>
|
||||
<text x="260" y="123" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="normal">Confirm direction</text>
|
||||
<text x="260" y="145" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">R=+1</text>
|
||||
<line x1="323" y1="115" x2="329" y2="115" stroke="#999999" stroke-width="2" marker-end="url(#ah-light)"/>
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||||
<rect x="328" y="65" width="124" height="100" rx="4" fill="#e8e8e8" stroke="#333333" stroke-width="2"/>
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||||
<text x="390" y="83" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">Step 3</text>
|
||||
<text x="390" y="105" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">Miss the turn</text>
|
||||
<text x="390" y="123" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="normal">Continue straight</text>
|
||||
<text x="390" y="145" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="bold">R=−1</text>
|
||||
<line x1="453" y1="115" x2="459" y2="115" stroke="#999999" stroke-width="2" marker-end="url(#ah-light)"/>
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||||
<rect x="458" y="65" width="124" height="100" rx="4" fill="#f0f0f0" stroke="#333333" stroke-width="2"/>
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||||
<text x="520" y="83" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">Step 4</text>
|
||||
<text x="520" y="105" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">Detect error</text>
|
||||
<text x="520" y="123" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="10" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="normal">Turn around and go back</text>
|
||||
<text x="520" y="145" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">R=0</text>
|
||||
<line x1="583" y1="115" x2="589" y2="115" stroke="#999999" stroke-width="2" marker-end="url(#ah-light)"/>
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<rect x="588" y="65" width="124" height="100" rx="4" fill="#d0d0d0" stroke="#333333" stroke-width="2"/>
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||||
<text x="650" y="83" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">Step 5</text>
|
||||
<text x="650" y="105" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">Reach target</text>
|
||||
<text x="650" y="123" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="normal">Task complete</text>
|
||||
<text x="650" y="145" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">R=+10</text>
|
||||
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||||
<text x="390" y="213" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="20" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">Key question: Which step should the final reward +10 be attributed to?</text>
|
||||
<text x="390" y="237" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="15" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">Step 3 makes mistake but step 4 corrects → step 4's correction is more critical than step 1-2's correctness</text>
|
||||
<rect x="30" y="275" width="340" height="80" rx="6" fill="#f0f0f0" stroke="#333333" stroke-width="2"/>
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||||
<text x="200" y="295" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">Process reward (V-IRL navigation)</text>
|
||||
<text x="200" y="317" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">Immediate feedback per step: correct +1 / wrong −1</text>
|
||||
<text x="200" y="335" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="11.5" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">✓ Reduces credit assignment difficulty ✗ May limit exploration</text>
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<text x="580" y="317" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">Only terminal feedback: success 1 / failure 0</text>
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<text x="580" y="335" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="12.5" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">✓ Maximum exploration freedom ✗ More difficult training</text>
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<text x="160" y="160" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">generate action:</text>
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<text x="160" y="178" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="13" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">think/search/code/answer</text>
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<text x="400" y="110" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">API call / code sandbox</text>
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<text x="400" y="220" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">result parsing</text>
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<text x="400" y="240" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="11" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">success/failure/error message</text>
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<text x="645" y="140" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">reward calculation</text>
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<text x="645" y="160" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">correct: +1</text>
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<text x="645" y="178" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">incorrect: −1</text>
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<text x="400" y="275" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">policy gradient update</text>
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<text x="390" y="330" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="20" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">Three levels of challenges in tool-use RL</text>
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<text x="140" y="367" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14.5" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">Level 1: Single tool mastery</text>
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<text x="140" y="392" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="10" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">when to call + how to call + error handling</text>
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<text x="390" y="367" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">Level 2: Multi-tool selection</text>
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<text x="390" y="392" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="15" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">search / code / document parsing: choose one of three</text>
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<text x="640" y="367" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">Level 3: Tool chain orchestration</text>
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<text x="640" y="392" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="9.5" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">dependency management + mutual exclusion constraints + cost optimization</text>
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<text x="422" y="73" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#666666" text-anchor="start" dominant-baseline="central" font-weight="bold">LLM Agent（Kimi K2）</text>
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<text x="195" y="123" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">room=2, items=[key], doors=[N]</text>
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<text x="195.0" y="171.0" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="normal">Q-table lookup</text>
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<text x="195" y="185" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">145 states × 7 actions = 1015 entries</text>
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<text x="195" y="309" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">a=3 → "move north" (no semantic understanding)</text>
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<text x="585.0" y="109.0" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="normal">State: natural language description</text>
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<text x="585" y="123" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="12" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">"The storage room has a red key, the north door is locked"</text>
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<text x="585.0" y="171.0" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="normal">LLM reasoning + experience buffer</text>
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<text x="585" y="185" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">Reasoning: "Door locked → need key → get key"</text>
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<text x="585.0" y="233.0" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="normal">Semantic action selection</text>
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<text x="585" y="247" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="10.5" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">Understand conceptual relationships, make purposeful decisions</text>
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<text x="585.0" y="295.0" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="normal">Action: structured instruction</text>
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<text x="585" y="309" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">{"action":"pick_up","target":"red_key"}</text>
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<text x="200" y="424" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">Metric</text>
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<text x="380" y="424" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">Q-learning</text>
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<text x="600" y="424" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">LLM Agent</text>
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<text x="200" y="442" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="normal">First completion</text>
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<text x="380" y="442" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">~7000 episodes</text>
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<text x="600" y="442" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">Episode 1 (17 steps)</text>
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<text x="200" y="460" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="normal">Final win rate</text>
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<text x="380" y="460" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">100% (after 10K ep)</text>
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<text x="600" y="460" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">~90% (instant)</text>
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<text x="200" y="478" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="normal">Computation cost</text>
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<text x="380" y="478" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">10 sec / 10K ep</text>
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<text x="600" y="478" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">1-2 min / episode</text>
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<text x="334.0" y="64.0" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="20" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">Refine experience</text>
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<text x="334.0" y="90.0" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="18" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">Summarize,</text>
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<text x="334.0" y="116.0" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="18" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">compress, structure</text>
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<text x="546.0" y="70.5" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="15.0" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">Store in external system</text>
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<text x="546.0" y="90.0" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="13.0" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">Knowledge base/tools,</text>
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<text x="546.0" y="109.5" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="13.0" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">retrievable</text>
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<text x="546.0" y="90.0" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="20" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">summary base</text>
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<text x="160" y="133" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="15" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">vision-language backbone</text>
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<text x="160" y="151" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">large-scale pretrained VLM</text>
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<text x="160" y="191" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">action discretization</text>
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<text x="160" y="209" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">continuous action → token</text>
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<text x="160" y="267" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">token-by-token generation</text>
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<text x="160" y="294" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">direct fine-tuning on VLM</text>
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<text x="160" y="312" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">leveraging pretrained generalization</text>
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<text x="160" y="330" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">zero-shot transfer to novel objects/instructions</text>
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<text x="395" y="93" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal"></text>
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<text x="395" y="133" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">vision encoder</text>
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<text x="395" y="151" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">DINOv2 + SigLIP</text>
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<text x="395" y="191" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">language model</text>
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<text x="395" y="209" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">Llama 2 7B</text>
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<text x="395" y="267" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">discrete action token</text>
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<text x="395" y="294" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">fully open-source · community reproducible</text>
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<text x="395" y="312" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">Open X-Embodiment pretraining</text>
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<text x="395" y="330" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">original single-step autoregressive ~6Hz</text>
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<text x="630" y="93" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal"></text>
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<text x="630" y="133" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="15" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">vision-language backbone</text>
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<text x="630" y="151" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">PaliGemma</text>
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<text x="630" y="191" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">action expert</text>
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<text x="630" y="209" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">flow matching denoising</text>
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<text x="630" y="249" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">action output</text>
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<text x="630" y="267" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">continuous action trajectory</text>
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<text x="630" y="294" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">continuous trajectory generation route</text>
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<text x="630" y="312" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">action chunking 25-50/chunk at 50Hz</text>
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<text x="552" y="437" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">RT-2 / OpenVLA / π₀</text>
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<text x="390" y="465" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="12.5" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">common foundation: imitation learning + large-scale cross-embodiment demonstration data, breaking data bottleneck</text>
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<text x="390" y="485" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">two action representation routes: discrete action token (RT-2 / OpenVLA) · continuous trajectory generation (π₀)</text>
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<text x="170" y="83" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="end" dominant-baseline="central" font-weight="bold">VAD wait</text>
|
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<rect x="180" y="65" width="166" height="36" rx="3" fill="#e0e0e0" stroke="#333333" stroke-width="2"/>
|
||||
<rect x="180" y="65" width="104" height="36" rx="3" fill="#d0d0d0" stroke="#333333" stroke-width="2"/>
|
||||
<text x="354" y="83" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#666666" text-anchor="start" dominant-baseline="central" font-weight="normal">500-800ms</text>
|
||||
<text x="170" y="127" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="end" dominant-baseline="central" font-weight="bold">ASR transcription</text>
|
||||
<rect x="284" y="109" width="41" height="36" rx="3" fill="#e0e0e0" stroke="#333333" stroke-width="2"/>
|
||||
<rect x="284" y="109" width="10" height="36" rx="3" fill="#f0f0f0" stroke="#333333" stroke-width="2"/>
|
||||
<text x="333" y="127" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#666666" text-anchor="start" dominant-baseline="central" font-weight="normal">50-200ms</text>
|
||||
<text x="170" y="171" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="end" dominant-baseline="central" font-weight="bold">LLM TTFT</text>
|
||||
<rect x="294" y="153" width="104" height="36" rx="3" fill="#e0e0e0" stroke="#333333" stroke-width="2"/>
|
||||
<rect x="294" y="153" width="20" height="36" rx="3" fill="#f0f0f0" stroke="#333333" stroke-width="2"/>
|
||||
<text x="406" y="171" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#666666" text-anchor="start" dominant-baseline="central" font-weight="normal">100-500ms</text>
|
||||
<text x="170" y="215" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="end" dominant-baseline="central" font-weight="bold">LLM generation</text>
|
||||
<rect x="315" y="197" width="62" height="36" rx="3" fill="#e0e0e0" stroke="#333333" stroke-width="2"/>
|
||||
<rect x="315" y="197" width="20" height="36" rx="3" fill="#f0f0f0" stroke="#333333" stroke-width="2"/>
|
||||
<text x="385" y="215" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#666666" text-anchor="start" dominant-baseline="central" font-weight="normal">100-300ms</text>
|
||||
<text x="170" y="259" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="end" dominant-baseline="central" font-weight="bold">TTS synthesis</text>
|
||||
<rect x="336" y="241" width="104" height="36" rx="3" fill="#e0e0e0" stroke="#333333" stroke-width="2"/>
|
||||
<rect x="336" y="241" width="41" height="36" rx="3" fill="#f0f0f0" stroke="#333333" stroke-width="2"/>
|
||||
<text x="448" y="259" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#666666" text-anchor="start" dominant-baseline="central" font-weight="normal">200-500ms</text>
|
||||
<line x1="180" y1="290" x2="660" y2="290" stroke="#999999" stroke-width="2"/>
|
||||
<line x1="180" y1="286" x2="180" y2="294" stroke="#999999" stroke-width="2"/>
|
||||
<text x="180" y="308" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">0ms</text>
|
||||
<line x1="284" y1="286" x2="284" y2="294" stroke="#999999" stroke-width="2"/>
|
||||
<text x="284" y="308" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">500ms</text>
|
||||
<line x1="388" y1="286" x2="388" y2="294" stroke="#999999" stroke-width="2"/>
|
||||
<text x="388" y="308" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">1000ms</text>
|
||||
<line x1="493" y1="286" x2="493" y2="294" stroke="#999999" stroke-width="2"/>
|
||||
<text x="493" y="308" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">1500ms</text>
|
||||
<line x1="597" y1="286" x2="597" y2="294" stroke="#999999" stroke-width="2"/>
|
||||
<text x="597" y="308" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">2000ms</text>
|
||||
<rect x="40" y="330" width="700" height="80" rx="4" fill="#f5f5f5" stroke="#333333" stroke-width="2"/>
|
||||
<text x="390" y="350" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="20" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">Total response time</text>
|
||||
<rect x="60" y="368" width="200" height="28" rx="3" fill="#d0d0d0" stroke="#333333" stroke-width="2"/>
|
||||
<text x="160" y="382" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">Best: 950ms ≈ 0.9s</text>
|
||||
<rect x="280" y="368" width="200" height="28" rx="3" fill="#e0e0e0" stroke="#333333" stroke-width="2"/>
|
||||
<text x="380" y="382" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">Worst: 2300ms ≈ 2.3s</text>
|
||||
<text x="580" y="382" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">← Ideal no-load scenario</text>
|
||||
</svg>
|
||||
|
After Width: | Height: | Size: 6.5 KiB |
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|
||||
<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 40 780 430" width="780" height="430" style="background:#ffffff">
|
||||
<defs><marker id="ah" markerWidth="12" markerHeight="8" refX="12" refY="4" orient="auto"><polygon points="0 0, 12 4, 0 8" fill="#333333"/></marker><marker id="ah-light" markerWidth="12" markerHeight="8" refX="12" refY="4" orient="auto"><polygon points="0 0, 12 4, 0 8" fill="#999999"/></marker></defs>
|
||||
|
||||
<rect x="30" y="60" width="140" height="50" rx="6" fill="#d0d0d0" stroke="#333333" stroke-width="2"/>
|
||||
<text x="100" y="78" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">User input</text>
|
||||
<text x="100" y="98" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="8" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">"Which plan to choose?"</text>
|
||||
<line x1="172" y1="78" x2="218" y2="78" stroke="#333333" stroke-width="2" marker-end="url(#ah)"/>
|
||||
<rect x="220" y="55" width="250" height="130" rx="8" fill="#ffffff" stroke="#333333" stroke-width="2" stroke-dasharray="8,4"/>
|
||||
<text x="232" y="73" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#666666" text-anchor="start" dominant-baseline="central" font-weight="bold">Parallel thinking</text>
|
||||
<rect x="235" y="80" width="220" height="42" rx="6" fill="#f0f0f0" stroke="#333333" stroke-width="2"/>
|
||||
<text x="345" y="95" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="13" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">Fast thinking ~500ms (thinking off)</text>
|
||||
<text x="345" y="110" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="10" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">"Good price, recommend purchase"</text>
|
||||
<rect x="235" y="130" width="220" height="42" rx="6" fill="#e8e8e8" stroke="#333333" stroke-width="2"/>
|
||||
<text x="345" y="145" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14.5" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">Slow thinking ~8s (thinking on)</text>
|
||||
<text x="345" y="160" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="8.5" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">"Lacks international roaming, not suitable"</text>
|
||||
<line x1="457" y1="95" x2="503" y2="95" stroke="#333333" stroke-width="2" marker-end="url(#ah)"/>
|
||||
<line x1="457" y1="150" x2="503" y2="150" stroke="#333333" stroke-width="2" marker-end="url(#ah)"/>
|
||||
<rect x="505" y="60" width="240" height="130" rx="4" fill="#f5f5f5" stroke="#333333" stroke-width="2"/>
|
||||
<text x="625" y="80" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="20" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">User experience</text>
|
||||
<text x="625" y="102" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="9.5" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">0.5s: "Good price, recommend purchase"</text>
|
||||
<text x="625" y="120" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="8.5" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">8.0s: "Lacks international roaming, not suitable"</text>
|
||||
<text x="625" y="145" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="bold">→ Contradiction!</text>
|
||||
<text x="625" y="168" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">→ User loses trust</text>
|
||||
<rect x="30" y="210" width="720" height="90" rx="6" fill="#f0f0f0" stroke="#333333" stroke-width="2"/>
|
||||
<text x="390" y="230" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="20" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">Two major issues</text>
|
||||
<text x="200" y="258" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">Issue 1: Overthinking simple problems</text>
|
||||
<text x="200" y="278" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="7.5" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">"What day is it today?" → Fast thinking already correct → Slow thinking still runs for 8s</text>
|
||||
<text x="580" y="258" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="15.5" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">Issue 2: Inconsistency between fast and slow</text>
|
||||
<text x="580" y="278" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="10.5" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">Independent thinking paths, assumptions may be completely different</text>
|
||||
<rect x="30" y="355" width="340" height="100" rx="6" fill="#f0f0f0" stroke="#333333" stroke-width="2"/>
|
||||
<text x="200" y="376" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="9" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">Improvement: Slow thinking as "advisor" guiding behind the scenes</text>
|
||||
<text x="200" y="400" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="15" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">Slow thinking → Agent status bar → Fast thinking</text>
|
||||
<text x="200" y="420" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="13" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">No direct conflict, but communication is indirectly vague</text>
|
||||
<rect x="410" y="355" width="340" height="100" rx="6" fill="#e8e8e8" stroke="#333333" stroke-width="2"/>
|
||||
<text x="580" y="376" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">Still has fundamental limitations</text>
|
||||
<text x="580" y="398" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="9.5" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">Fast thinking may misinterpret status bar hints ("Confirm price" →</text>
|
||||
<text x="580" y="416" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="11" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">"Confirm with user" instead of "Recalculate")</text>
|
||||
<text x="580" y="434" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="10" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">Cannot achieve natural interaction of "thinking while speaking"</text>
|
||||
</svg>
|
||||
|
After Width: | Height: | Size: 7.8 KiB |
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|
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<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 40 780 400" width="780" height="400" style="background:#ffffff">
|
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<defs><marker id="ah" markerWidth="12" markerHeight="8" refX="12" refY="4" orient="auto"><polygon points="0 0, 12 4, 0 8" fill="#333333"/></marker><marker id="ah-light" markerWidth="12" markerHeight="8" refX="12" refY="4" orient="auto"><polygon points="0 0, 12 4, 0 8" fill="#999999"/></marker></defs>
|
||||
|
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<rect x="35" y="60" width="310" height="220" rx="6" fill="#ffffff" stroke="#333333" stroke-width="2"/>
|
||||
<text x="190" y="75" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14.5" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">Simulated webpage screenshot (annotated)</text>
|
||||
<rect x="43" y="88" width="294" height="28" rx="3" fill="#e8e8e8" stroke="#333333" stroke-width="2"/>
|
||||
<rect x="47" y="92" width="180" height="20" rx="2" fill="#ffffff" stroke="#333333" stroke-width="2"/>
|
||||
<text x="53" y="102" font-family="'Courier New', Courier, monospace" font-size="10" fill="#333333" text-anchor="start" dominant-baseline="central">www.example.com</text>
|
||||
<rect x="43" y="86" width="194" height="30" rx="2" fill="#ffffff" stroke="#333333" stroke-width="2" stroke-dasharray="8,4"/>
|
||||
<text x="43" y="83" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="11" fill="#333333" text-anchor="start" dominant-baseline="central" font-weight="bold">[1]</text>
|
||||
<rect x="55" y="126" width="80" height="30" rx="4" fill="#f0f0f0" stroke="#333333" stroke-width="2"/>
|
||||
<text x="95" y="141" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="normal">Submit</text>
|
||||
<rect x="53" y="124" width="84" height="34" rx="2" fill="#ffffff" stroke="#333333" stroke-width="2" stroke-dasharray="8,4"/>
|
||||
<text x="53" y="121" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="11" fill="#333333" text-anchor="start" dominant-baseline="central" font-weight="bold">[2]</text>
|
||||
<rect x="55" y="168" width="200" height="28" rx="3" fill="#ffffff" stroke="#333333" stroke-width="2"/>
|
||||
<rect x="55" y="168" width="200" height="28" rx="3" fill="#ffffff" stroke="#999999" stroke-width="2"/>
|
||||
<text x="65" y="182" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#666666" text-anchor="start" dominant-baseline="central" font-weight="normal">Enter your name...</text>
|
||||
<rect x="53" y="166" width="204" height="32" rx="2" fill="#ffffff" stroke="#333333" stroke-width="2" stroke-dasharray="8,4"/>
|
||||
<text x="53" y="163" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="11" fill="#333333" text-anchor="start" dominant-baseline="central" font-weight="bold">[3]</text>
|
||||
<text x="65" y="218" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#666666" text-anchor="start" dominant-baseline="central" font-weight="normal">Documentation →</text>
|
||||
<rect x="53" y="206" width="160" height="22" rx="2" fill="#ffffff" stroke="#333333" stroke-width="2" stroke-dasharray="8,4"/>
|
||||
<text x="53" y="203" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="11" fill="#333333" text-anchor="start" dominant-baseline="central" font-weight="bold">[4]</text>
|
||||
<rect x="375" y="60" width="370" height="220" rx="4" fill="#f5f5f5" stroke="#333333" stroke-width="2"/>
|
||||
<text x="560" y="80" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">Element list (text description)</text>
|
||||
<text x="385" y="100" font-family="'Courier New', Courier, monospace" font-size="11" fill="#333333" text-anchor="start" dominant-baseline="central">[1] <input type="text" placeholder=</text>
|
||||
<text x="385" y="118" font-family="'Courier New', Courier, monospace" font-size="11" fill="#333333" text-anchor="start" dominant-baseline="central"> "Search" aria-label="Search"/></text>
|
||||
<text x="385" y="136" font-family="'Courier New', Courier, monospace" font-size="11" fill="#333333" text-anchor="start" dominant-baseline="central">[2] <button id="submit-btn"</text>
|
||||
<text x="385" y="154" font-family="'Courier New', Courier, monospace" font-size="11" fill="#333333" text-anchor="start" dominant-baseline="central"> aria-label="Submit form"/></text>
|
||||
<text x="385" y="172" font-family="'Courier New', Courier, monospace" font-size="11" fill="#333333" text-anchor="start" dominant-baseline="central">[3] <input type="text" placeholder=</text>
|
||||
<text x="385" y="190" font-family="'Courier New', Courier, monospace" font-size="11" fill="#333333" text-anchor="start" dominant-baseline="central"> "Enter your name" value=""/></text>
|
||||
<text x="385" y="208" font-family="'Courier New', Courier, monospace" font-size="11" fill="#333333" text-anchor="start" dominant-baseline="central">[4] <a href="/docs"</text>
|
||||
<text x="385" y="226" font-family="'Courier New', Courier, monospace" font-size="11" fill="#333333" text-anchor="start" dominant-baseline="central"> aria-label="Documentation"/></text>
|
||||
<text x="560" y="258" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="13.5" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">Model output ID → system executes with center coordinates</text>
|
||||
<rect x="35" y="295" width="710" height="130" rx="6" fill="#f0f0f0" stroke="#333333" stroke-width="2"/>
|
||||
<text x="390" y="315" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="20" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">SoM flow (browser-use implementation)</text>
|
||||
<rect x="65" y="340" width="117" height="50" rx="3" fill="#d0d0d0" stroke="#333333" stroke-width="2"/>
|
||||
<text x="123" y="357" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">CDP acquisition</text>
|
||||
<text x="123" y="373" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">DOM/A11y</text>
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<text x="255" y="357" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">Interactivity</text>
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<text x="255" y="373" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">Detection</text>
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<rect x="329" y="340" width="117" height="50" rx="3" fill="#f0f0f0" stroke="#333333" stroke-width="2"/>
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<text x="387" y="357" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">Bounding box</text>
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<text x="387" y="373" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">+ID assignment</text>
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<line x1="448" y1="365" x2="463" y2="365" stroke="#999999" stroke-width="2" marker-end="url(#ah-light)"/>
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<rect x="461" y="340" width="117" height="50" rx="3" fill="#d0d0d0" stroke="#333333" stroke-width="2"/>
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<text x="519" y="357" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">On screenshot</text>
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<text x="519" y="373" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="11" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">Draw box annotation</text>
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<line x1="580" y1="365" x2="595" y2="365" stroke="#999999" stroke-width="2" marker-end="url(#ah-light)"/>
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<rect x="593" y="340" width="117" height="50" rx="3" fill="#f0f0f0" stroke="#333333" stroke-width="2"/>
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<text x="651" y="357" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">Text list</text>
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<text x="651" y="373" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="10" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">+Screenshot → model</text>
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||||
<text x="390" y="407" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="13.5" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">Applicable boundary: structured interfaces (web/Accessibility API) | Games/Canvas fall back to pure visual methods</text>
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</svg>
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|
After Width: | Height: | Size: 9.6 KiB |
Reference in New Issue
Block a user