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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）
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<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 40 900 660" width="900" height="660" 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="10.0" y="55" width="168" height="38" rx="6" fill="#999999" stroke="#333333" stroke-width="2"/>
<text x="94.0" y="74" 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" direction="rtl" unicode-bidi="plaintext" style="font-family:'Noto Sans Arabic','Noto Sans',Arial,sans-serif">فرق + تطبيق النموذج</text>
<rect x="10.0" y="101" width="168" height="116" rx="3" fill="#f5f5f5" stroke="#999999" stroke-width="2"/>
<text x="167.2" y="117" font-family="'Courier New', Courier, monospace" font-size="6" fill="#333333" text-anchor="start" dominant-baseline="central" direction="rtl" unicode-bidi="plaintext" style="font-family:'Noto Sans Arabic','Noto Sans',Arial,sans-serif">وصف فرق الإخراج LLM:</text>
<text x="101.8" y="134" font-family="'Courier New', Courier, monospace" font-size="9" fill="#333333" text-anchor="start" dominant-baseline="central" direction="rtl" unicode-bidi="plaintext" style="font-family:'Noto Sans Arabic','Noto Sans',Arial,sans-serif">- ديف فو (س):</text>
<text x="68.8" y="151" font-family="'Courier New', Courier, monospace" font-size="9.5" fill="#333333" text-anchor="start" dominant-baseline="central" direction="rtl" unicode-bidi="plaintext" style="font-family:'Noto Sans Arabic','Noto Sans',Arial,sans-serif">- العودة س</text>
<text x="134.8" y="168" font-family="'Courier New', Courier, monospace" font-size="6" fill="#333333" text-anchor="start" dominant-baseline="central" direction="rtl" unicode-bidi="plaintext" style="font-family:'Noto Sans Arabic','Noto Sans',Arial,sans-serif">+ ديف foo(x, y=0):</text>
<text x="121.6" y="185" font-family="'Courier New', Courier, monospace" font-size="7" fill="#333333" text-anchor="start" dominant-baseline="central" direction="rtl" unicode-bidi="plaintext" style="font-family:'Noto Sans Arabic','Noto Sans',Arial,sans-serif">+ عودة س + ص</text>
<text x="164.5" y="202" font-family="'Courier New', Courier, monospace" font-size="6" fill="#333333" text-anchor="start" dominant-baseline="central" direction="rtl" unicode-bidi="plaintext" style="font-family:'Noto Sans Arabic','Noto Sans',Arial,sans-serif">→ تحديد موقع النموذج الصغير وتطبيقه</text>
<rect x="14.0" y="229" width="160" height="80" rx="3" fill="#ffffff" stroke="#999999" stroke-width="2"/>
<text x="94.0" y="244.2" 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" direction="rtl" unicode-bidi="plaintext" style="font-family:'Noto Sans Arabic','Noto Sans',Arial,sans-serif">ميزة: فصل</text>
<text x="94.0" y="258.36" 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" direction="rtl" unicode-bidi="plaintext" style="font-family:'Noto Sans Arabic','Noto Sans',Arial,sans-serif">مخاوف</text>
<text x="94.0" y="272.52000000000004" 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" direction="rtl" unicode-bidi="plaintext" style="font-family:'Noto Sans Arabic','Noto Sans',Arial,sans-serif">العيب : قاصر</text>
<text x="94.0" y="286.68000000000006" 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" direction="rtl" unicode-bidi="plaintext" style="font-family:'Noto Sans Arabic','Noto Sans',Arial,sans-serif">أسباب الانحراف</text>
<text x="94.0" y="300.8400000000001" 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" direction="rtl" unicode-bidi="plaintext" style="font-family:'Noto Sans Arabic','Noto Sans',Arial,sans-serif">اختلال</text>
<rect x="188.0" y="55" width="168" height="38" rx="6" fill="#d0d0d0" stroke="#333333" stroke-width="2"/>
<text x="272.0" y="74" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="10.5" 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">سلسلة قديمة → سلسلة جديدة</text>
<rect x="188.0" y="101" width="168" height="99" rx="3" fill="#f5f5f5" stroke="#999999" stroke-width="2"/>
<text x="319.4" y="117" font-family="'Courier New', Courier, monospace" font-size="6" fill="#333333" text-anchor="start" dominant-baseline="central" direction="rtl" unicode-bidi="plaintext" style="font-family:'Noto Sans Arabic','Noto Sans',Arial,sans-serif">old: "def foo(x):\n</text>
<text x="253.4" y="134" font-family="'Courier New', Courier, monospace" font-size="10" fill="#333333" text-anchor="start" dominant-baseline="central" direction="rtl" unicode-bidi="plaintext" style="font-family:'Noto Sans Arabic','Noto Sans',Arial,sans-serif"> العودة ×"</text>
<text x="345.2" y="151" font-family="'Courier New', Courier, monospace" font-size="6" fill="#333333" text-anchor="start" dominant-baseline="central" direction="rtl" unicode-bidi="plaintext" style="font-family:'Noto Sans Arabic','Noto Sans',Arial,sans-serif">جديد: "def foo(x, y=0):\n</text>
<text x="279.8" y="168" font-family="'Courier New', Courier, monospace" font-size="6" fill="#333333" text-anchor="start" dominant-baseline="central" direction="rtl" unicode-bidi="plaintext" style="font-family:'Noto Sans Arabic','Noto Sans',Arial,sans-serif"> العودة س + ص "</text>
<text x="347.6" y="185" font-family="'Courier New', Courier, monospace" font-size="6" fill="#333333" text-anchor="start" dominant-baseline="central" direction="rtl" unicode-bidi="plaintext" style="font-family:'Noto Sans Arabic','Noto Sans',Arial,sans-serif">→ استبدال مطابقة السلسلة تمامًا</text>
<rect x="192.0" y="229" width="160" height="80" rx="3" fill="#ffffff" stroke="#999999" stroke-width="2"/>
<text x="272.0" y="244.2" 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" direction="rtl" unicode-bidi="plaintext" style="font-family:'Noto Sans Arabic','Noto Sans',Arial,sans-serif">ميزة: يمكن التنبؤ بها،</text>
<text x="272.0" y="258.36" 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" direction="rtl" unicode-bidi="plaintext" style="font-family:'Noto Sans Arabic','Noto Sans',Arial,sans-serif">لا لبس فيه</text>
<text x="272.0" y="272.52000000000004" 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" direction="rtl" unicode-bidi="plaintext" style="font-family:'Noto Sans Arabic','Noto Sans',Arial,sans-serif">العيب: كبير</text>
<text x="272.0" y="286.68000000000006" 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">تتطلب عمليات الحذف كاملة</text>
<text x="272.0" y="300.8400000000001" 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" direction="rtl" unicode-bidi="plaintext" style="font-family:'Noto Sans Arabic','Noto Sans',Arial,sans-serif">المخرجات</text>
<rect x="366.0" y="55" width="168" height="38" rx="6" fill="#f0f0f0" stroke="#333333" stroke-width="2"/>
<text x="450.0" y="74" 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" direction="rtl" unicode-bidi="plaintext" style="font-family:'Noto Sans Arabic','Noto Sans',Arial,sans-serif">تحديد موضع رقم الخط</text>
<rect x="366.0" y="101" width="168" height="99" rx="3" fill="#f5f5f5" stroke="#999999" stroke-width="2"/>
<text x="525.9" y="117" font-family="'Courier New', Courier, monospace" font-size="6" fill="#333333" text-anchor="start" dominant-baseline="central" direction="rtl" unicode-bidi="plaintext" style="font-family:'Noto Sans Arabic','Noto Sans',Arial,sans-serif">حذف الأسطر 42-43، يضاف:</text>
<text x="477.6" y="134" font-family="'Courier New', Courier, monospace" font-size="6" fill="#333333" text-anchor="start" dominant-baseline="central" direction="rtl" unicode-bidi="plaintext" style="font-family:'Noto Sans Arabic','Noto Sans',Arial,sans-serif"> ديف فو (س، ص = 0):</text>
<text x="451.2" y="151" font-family="'Courier New', Courier, monospace" font-size="8" fill="#333333" text-anchor="start" dominant-baseline="central" direction="rtl" unicode-bidi="plaintext" style="font-family:'Noto Sans Arabic','Noto Sans',Arial,sans-serif"> العودة س + ص</text>
<text x="372.0" y="168" font-family="'Courier New', Courier, monospace" font-size="8" fill="#333333" text-anchor="start" dominant-baseline="central"/>
<text x="519" y="185" font-family="'Courier New', Courier, monospace" font-size="7" fill="#333333" text-anchor="start" dominant-baseline="central" direction="rtl" unicode-bidi="plaintext" style="font-family:'Noto Sans Arabic','Noto Sans',Arial,sans-serif">→ رقم السطر يحدد النطاق الدقيق</text>
<rect x="370.0" y="229" width="160" height="80" rx="3" fill="#ffffff" stroke="#999999" stroke-width="2"/>
<text x="450.0" y="244.2" 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" direction="rtl" unicode-bidi="plaintext" style="font-family:'Noto Sans Arabic','Noto Sans',Arial,sans-serif">ميزة: فعالة ل</text>
<text x="450.0" y="258.36" 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" direction="rtl" unicode-bidi="plaintext" style="font-family:'Noto Sans Arabic','Noto Sans',Arial,sans-serif">العمليات الكبيرة</text>
<text x="450.0" y="272.52000000000004" 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" direction="rtl" unicode-bidi="plaintext" style="font-family:'Noto Sans Arabic','Noto Sans',Arial,sans-serif">العيب: الخط</text>
<text x="450.0" y="286.68000000000006" 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" direction="rtl" unicode-bidi="plaintext" style="font-family:'Noto Sans Arabic','Noto Sans',Arial,sans-serif">أرقام معرضة للخطأ في</text>
<text x="450.0" y="300.8400000000001" 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" direction="rtl" unicode-bidi="plaintext" style="font-family:'Noto Sans Arabic','Noto Sans',Arial,sans-serif">ملفات طويلة</text>
<rect x="544.0" y="55" width="168" height="38" rx="6" fill="#f0f0f0" stroke="#333333" stroke-width="2"/>
<text x="628.0" y="74" 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" direction="rtl" unicode-bidi="plaintext" style="font-family:'Noto Sans Arabic','Noto Sans',Arial,sans-serif">أوامر تشبه Vim</text>
<rect x="544.0" y="101" width="168" height="99" rx="3" fill="#f5f5f5" stroke="#999999" stroke-width="2"/>
<text x="695.2" y="117" font-family="'Courier New', Courier, monospace" font-size="6" fill="#333333" text-anchor="start" dominant-baseline="central" direction="rtl" unicode-bidi="plaintext" style="font-family:'Noto Sans Arabic','Noto Sans',Arial,sans-serif">42G (انتقل إلى السطر 42)</text>
<text x="675.4" y="134" font-family="'Courier New', Courier, monospace" font-size="6" fill="#333333" text-anchor="start" dominant-baseline="central" direction="rtl" unicode-bidi="plaintext" style="font-family:'Noto Sans Arabic','Noto Sans',Arial,sans-serif">cw (استبدال الكلمة)</text>
<text x="668.8" y="151" font-family="'Courier New', Courier, monospace" font-size="6" fill="#333333" text-anchor="start" dominant-baseline="central" direction="rtl" unicode-bidi="plaintext" style="font-family:'Noto Sans Arabic','Noto Sans',Arial,sans-serif">د (حذف السطر)</text>
<text x="662.2" y="168" font-family="'Courier New', Courier, monospace" font-size="6" fill="#333333" text-anchor="start" dominant-baseline="central" direction="rtl" unicode-bidi="plaintext" style="font-family:'Noto Sans Arabic','Noto Sans',Arial,sans-serif">yy/p (نسخ/لصق)</text>
<text x="701.2" y="185" font-family="'Courier New', Courier, monospace" font-size="6" fill="#333333" text-anchor="start" dominant-baseline="central" direction="rtl" unicode-bidi="plaintext" style="font-family:'Noto Sans Arabic','Noto Sans',Arial,sans-serif">→ دلالات التحرير الغنية</text>
<rect x="548.0" y="229" width="160" height="80" rx="3" fill="#ffffff" stroke="#999999" stroke-width="2"/>
<text x="628.0" y="244.2" 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" direction="rtl" unicode-bidi="plaintext" style="font-family:'Noto Sans Arabic','Noto Sans',Arial,sans-serif">الميزة: فعالة</text>
<text x="628.0" y="258.36" 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" direction="rtl" unicode-bidi="plaintext" style="font-family:'Noto Sans Arabic','Noto Sans',Arial,sans-serif">التحرك/إعادة التنظيم</text>
<text x="628.0" y="272.52000000000004" 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" direction="rtl" unicode-bidi="plaintext" style="font-family:'Noto Sans Arabic','Noto Sans',Arial,sans-serif">العيب : ضعيف</text>
<text x="628.0" y="286.68000000000006" 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" direction="rtl" unicode-bidi="plaintext" style="font-family:'Noto Sans Arabic','Noto Sans',Arial,sans-serif">النماذج تنتج المزيد</text>
<text x="628.0" y="300.8400000000001" 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" direction="rtl" unicode-bidi="plaintext" style="font-family:'Noto Sans Arabic','Noto Sans',Arial,sans-serif">أخطاء</text>
<rect x="722.0" y="55" width="168" height="38" rx="6" fill="#d0d0d0" stroke="#333333" stroke-width="2"/>
<text x="806.0" y="74" 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" direction="rtl" unicode-bidi="plaintext" style="font-family:'Noto Sans Arabic','Noto Sans',Arial,sans-serif">مطابقة الرأس والذيل</text>
<rect x="722.0" y="101" width="168" height="99" rx="3" fill="#f5f5f5" stroke="#999999" stroke-width="2"/>
<text x="860" y="117" font-family="'Courier New', Courier, monospace" font-size="6" fill="#333333" text-anchor="start" dominant-baseline="central" direction="rtl" unicode-bidi="plaintext" style="font-family:'Noto Sans Arabic','Noto Sans',Arial,sans-serif">البدء: "def foo(x):"</text>
<text x="866.6" y="134" font-family="'Courier New', Courier, monospace" font-size="6" fill="#333333" text-anchor="start" dominant-baseline="central" direction="rtl" unicode-bidi="plaintext" style="font-family:'Noto Sans Arabic','Noto Sans',Arial,sans-serif">النهاية: "إرجاع x"</text>
<text x="873.2" y="151" font-family="'Courier New', Courier, monospace" font-size="6" fill="#333333" text-anchor="start" dominant-baseline="central" direction="rtl" unicode-bidi="plaintext" style="font-family:'Noto Sans Arabic','Noto Sans',Arial,sans-serif">جديد: "def foo(x, y=0):</text>
<text x="813.8" y="168" font-family="'Courier New', Courier, monospace" font-size="6" fill="#333333" text-anchor="start" dominant-baseline="central" direction="rtl" unicode-bidi="plaintext" style="font-family:'Noto Sans Arabic','Noto Sans',Arial,sans-serif"> العودة س + ص "</text>
<text x="881.6" y="185" font-family="'Courier New', Courier, monospace" font-size="6" fill="#333333" text-anchor="start" dominant-baseline="central" direction="rtl" unicode-bidi="plaintext" style="font-family:'Noto Sans Arabic','Noto Sans',Arial,sans-serif">→ تحتاج فقط إلى حدود لتحديد موقع</text>
<rect x="726.0" y="229" width="160" height="80" rx="3" fill="#ffffff" stroke="#999999" stroke-width="2"/>
<text x="806.0" y="244.2" 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" direction="rtl" unicode-bidi="plaintext" style="font-family:'Noto Sans Arabic','Noto Sans',Arial,sans-serif">الميزة: حذف كبير</text>
<text x="806.0" y="258.36" 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" direction="rtl" unicode-bidi="plaintext" style="font-family:'Noto Sans Arabic','Noto Sans',Arial,sans-serif">دون الإخراج الكامل</text>
<text x="806.0" y="272.52000000000004" 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" direction="rtl" unicode-bidi="plaintext" style="font-family:'Noto Sans Arabic','Noto Sans',Arial,sans-serif">العيب: الحدود</text>
<text x="806.0" y="286.68000000000006" 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" direction="rtl" unicode-bidi="plaintext" style="font-family:'Noto Sans Arabic','Noto Sans',Arial,sans-serif">يجب أن يكون الجمع</text>
<text x="806.0" y="300.8400000000001" 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" direction="rtl" unicode-bidi="plaintext" style="font-family:'Noto Sans Arabic','Noto Sans',Arial,sans-serif">فريدة من نوعها</text>
<line x1="30" y1="331" x2="870" y2="331" stroke="#999999" stroke-width="2" stroke-dasharray="8,4"/>
<text x="450.0" 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" direction="rtl" unicode-bidi="plaintext" style="font-family:'Noto Sans Arabic','Noto Sans',Arial,sans-serif">التبني الفعلي</text>
<text x="240" y="393" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#333333" text-anchor="end" dominant-baseline="central" font-weight="bold" direction="rtl" unicode-bidi="plaintext" style="font-family:'Noto Sans Arabic','Noto Sans',Arial,sans-serif">قديم → جديد</text>
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