liqiang
b119135836
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35 lines
6.3 KiB
XML
35 lines
6.3 KiB
XML
<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 40 880 390" width="880" height="390" 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="400" height="170" rx="6" fill="#ffffff" stroke="#333333" stroke-width="2"/>
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<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">Traditional chunking (no context)</text>
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<rect x="40" y="95" width="360" height="50" rx="4" fill="#f5f5f5" stroke="#999999" stroke-width="2"/>
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<text x="50" y="112" font-family="'Courier New', Courier, monospace" font-size="11.5" fill="#333333" text-anchor="start" dominant-baseline="central">The company's second-quarter revenue grew by 3%,</text>
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<text x="50" y="132" font-family="'Courier New', Courier, monospace" font-size="14" fill="#333333" text-anchor="start" dominant-baseline="central">mainly driven by new product lines.</text>
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<text x="220" y="170" 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">Question: "Who is "the company"? Which year?</text>
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<text x="220" y="195" 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">→ Retrieval matches revenue data of many irrelevant companies</text>
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<rect x="460" y="55" width="400" height="170" rx="6" fill="#ffffff" stroke="#333333" stroke-width="2"/>
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<text x="660" 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">Context-aware chunking</text>
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<rect x="480" y="95" width="360" height="35" rx="6" fill="#d0d0d0" stroke="#333333" stroke-width="2"/>
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<text x="490" y="113" font-family="'Courier New', Courier, monospace" font-size="8.5" fill="#333333" text-anchor="start" dominant-baseline="central">[ACME Company 2025 Q2 Earnings Report · Key Performance Indicators]</text>
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<rect x="480" y="130" width="360" height="50" rx="4" fill="#f5f5f5" stroke="#999999" stroke-width="2"/>
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<text x="490" y="148" font-family="'Courier New', Courier, monospace" font-size="11.5" fill="#333333" text-anchor="start" dominant-baseline="central">The company's second-quarter revenue grew by 3%,</text>
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<text x="490" y="168" font-family="'Courier New', Courier, monospace" font-size="14" fill="#333333" text-anchor="start" dominant-baseline="central">mainly driven by new product lines.</text>
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<text x="660" y="200" 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">→ Exact match ACME + Q2 + revenue growth</text>
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<text x="440" y="140" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="24" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">→</text>
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<line x1="20" y1="250" x2="860" y2="250" stroke="#999999" stroke-width="2" stroke-dasharray="8,4"/>
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<text x="440.0" y="275" 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">Indexing stage: LLM generates context prefix</text>
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<rect x="30" y="300" width="180" height="55" rx="6" fill="#f0f0f0" stroke="#333333" stroke-width="2"/>
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<text x="120.0" y="327.5" 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">Original document</text>
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<line x1="210" y1="327" x2="248" y2="327" stroke="#333333" stroke-width="2" marker-end="url(#ah)"/>
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<rect x="250" y="300" width="180" height="55" rx="6" fill="#f0f0f0" stroke="#333333" stroke-width="2"/>
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<text x="340.0" y="327.5" 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">Chunking</text>
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<line x1="430" y1="327" x2="468" y2="327" stroke="#333333" stroke-width="2" marker-end="url(#ah)"/>
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<rect x="470" y="300" width="180" height="55" rx="6" fill="#d0d0d0" stroke="#333333" stroke-width="2"/>
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<text x="560.0" y="317.1" 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="bold">LLM generates prefix</text>
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<text x="560.0" y="337.90000000000003" 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="bold">(prompt caching)</text>
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<line x1="650" y1="327" x2="688" y2="327" stroke="#333333" stroke-width="2" marker-end="url(#ah)"/>
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<rect x="690" y="300" width="170" height="55" rx="6" fill="#f0f0f0" stroke="#333333" stroke-width="2"/>
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<text x="775.0" y="317.1" 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="bold">Prefix + original text</text>
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<text x="775.0" y="337.90000000000003" 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="bold">→ Index</text>
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<text x="440.0" y="410" 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">Effect: Retrieval failure rate ↓49% (+BM25), ↓67% (+reranking) — Anthropic data</text>
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</svg> |
