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ai-agent-book 精选快照（<2MB 代码与文档，来自 github.com/bojieli/ai-agent-book）
2026-08-20 13:12:50 +00:00

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<text x="299" y="136" 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" direction="rtl" unicode-bidi="plaintext" style="font-family:'Noto Sans Arabic','Noto Sans',Arial,sans-serif">حساسية VAD قابلة للتكوين</text>
<text x="299" y="158" 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" direction="rtl" unicode-bidi="plaintext" style="font-family:'Noto Sans Arabic','Noto Sans',Arial,sans-serif">المقاطعة تحتفظ بالمعلومات المرسلة</text>
<text x="299" y="180" 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" direction="rtl" unicode-bidi="plaintext" style="font-family:'Noto Sans Arabic','Noto Sans',Arial,sans-serif">تحسين تماسك الحوار</text>
<text x="299" y="202" 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" direction="rtl" unicode-bidi="plaintext" style="font-family:'Noto Sans Arabic','Noto Sans',Arial,sans-serif">على غرار استراتيجية OpenAI</text>
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<text x="481" y="106" 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" direction="rtl" unicode-bidi="plaintext" style="font-family:'Noto Sans Arabic','Noto Sans',Arial,sans-serif">Thinker–Talker · MoE</text>
<text x="481" y="136" 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" direction="rtl" unicode-bidi="plaintext" style="font-family:'Noto Sans Arabic','Noto Sans',Arial,sans-serif">فكر (أفهم) + أعرب (أنتج)</text>
<text x="481" y="158" 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" direction="rtl" unicode-bidi="plaintext" style="font-family:'Noto Sans Arabic','Noto Sans',Arial,sans-serif">ترميز الكلام متعدد الشفرات</text>
<text x="481" y="180" 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" direction="rtl" unicode-bidi="plaintext" style="font-family:'Noto Sans Arabic','Noto Sans',Arial,sans-serif">زمن وصول الحزمة الأولى 234 مللي ثانية</text>
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<text x="663" 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" direction="rtl" unicode-bidi="plaintext" style="font-family:'Noto Sans Arabic','Noto Sans',Arial,sans-serif">خطوة الصوت 2</text>
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<text x="663" y="106" 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="normal" direction="rtl" unicode-bidi="plaintext" style="font-family:'Noto Sans Arabic','Noto Sans',Arial,sans-serif">الترميز الصوتي المحتمل + RL</text>
<text x="663" y="136" 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" direction="rtl" unicode-bidi="plaintext" style="font-family:'Noto Sans Arabic','Noto Sans',Arial,sans-serif">رمز الكلام من النهاية إلى النهاية</text>
<text x="663" y="158" 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" direction="rtl" unicode-bidi="plaintext" style="font-family:'Noto Sans Arabic','Noto Sans',Arial,sans-serif">الفهم اللغوي 83.09%</text>
<text x="663" y="180" 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" direction="rtl" unicode-bidi="plaintext" style="font-family:'Noto Sans Arabic','Noto Sans',Arial,sans-serif">تفكير المهد + RAG + الأدوات</text>
<text x="663" y="202" 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" direction="rtl" unicode-bidi="plaintext" style="font-family:'Noto Sans Arabic','Noto Sans',Arial,sans-serif">يتفوق على Qwen2.5-Omni (44.18%)</text>
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<text x="390" y="295" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="19.5" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold" direction="rtl" unicode-bidi="plaintext" style="font-family:'Noto Sans Arabic','Noto Sans',Arial,sans-serif">القيد الشائع: لا يزال يعتمد على اكتشاف الانعطاف</text>
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<text x="180" y="357" 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" direction="rtl" unicode-bidi="plaintext" style="font-family:'Noto Sans Arabic','Noto Sans',Arial,sans-serif">يحتاج إلى توجيه استباقي</text>
<text x="400" y="321" 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" direction="rtl" unicode-bidi="plaintext" style="font-family:'Noto Sans Arabic','Noto Sans',Arial,sans-serif">حكم الانقطاع البدائي</text>
<text x="400" y="341" 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" direction="rtl" unicode-bidi="plaintext" style="font-family:'Noto Sans Arabic','Noto Sans',Arial,sans-serif">شكر وتقدير ≠ المقاطعات</text>
<text x="400" y="357" 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" direction="rtl" unicode-bidi="plaintext" style="font-family:'Noto Sans Arabic','Noto Sans',Arial,sans-serif">يُساء فهم الضوضاء على أنها كلام</text>
<text x="620" y="321" 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" direction="rtl" unicode-bidi="plaintext" style="font-family:'Noto Sans Arabic','Noto Sans',Arial,sans-serif">السبب الجذري</text>
<text x="620" y="341" 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" direction="rtl" unicode-bidi="plaintext" style="font-family:'Noto Sans Arabic','Noto Sans',Arial,sans-serif">الإشارات الصوتية فقط</text>
<text x="620" y="357" 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" direction="rtl" unicode-bidi="plaintext" style="font-family:'Noto Sans Arabic','Noto Sans',Arial,sans-serif">يفتقد المعنى الدلالي</text>
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<text x="473.45" y="430" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="7" fill="#666666" text-anchor="start" dominant-baseline="central" font-weight="normal" direction="rtl" unicode-bidi="plaintext" style="font-family:'Noto Sans Arabic','Noto Sans',Arial,sans-serif">الصوت → VAD → ASR → النص → LLM → النص → تحويل النص إلى كلام → الصوت</text>
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<text x="468.588" y="445" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="10" fill="#666666" text-anchor="start" dominant-baseline="central" font-weight="normal" direction="rtl" unicode-bidi="plaintext" style="font-family:'Noto Sans Arabic','Noto Sans',Arial,sans-serif">الصوت ← الطراز الشامل (VAD المدمج) ← الصوت/النص</text>
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<text x="508.32" y="460" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="7" fill="#666666" text-anchor="start" dominant-baseline="central" font-weight="normal" direction="rtl" unicode-bidi="plaintext" style="font-family:'Noto Sans Arabic','Noto Sans',Arial,sans-serif">الصوت/الصورة/الفيديو → المفكر (MoE) → المتكلم → برنامج ترميز الكلام</text>
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<text x="667.017" y="491" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="7" fill="#666666" text-anchor="start" dominant-baseline="central" font-weight="normal" direction="rtl" unicode-bidi="plaintext" style="font-family:'Noto Sans Arabic','Noto Sans',Arial,sans-serif">تدفقات صوتية مزدوجة متوازية + تدفق نص المونولوج الداخلي → لا حاجة إلى اكتشاف VAD / الدوران</text>
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