liqiang/ai-agent-book
1
0
Fork 0
Code Issues Pull Requests Actions 1 Packages Projects Releases Wiki Activity

ai-agent-book 精选快照（<2MB 代码与文档，来自 github.com/bojieli/ai-agent-book）
Build latest book artifacts / build (push) Canceled after 0s
Details
dependency resolution / resolve (3.11) (push) Canceled after 0s
Details
dependency resolution / resolve (3.13) (push) Canceled after 0s
Details
deploy-pages / build (push) Canceled after 0s
Details
deploy-pages / deploy (push) Canceled after 0s
Details
i18n consistency check / check (push) Canceled after 0s
Details
provider adoption tests / test (chapter2/context-compression) (push) Canceled after 0s
Details
provider adoption tests / test (chapter2/prompt-injection) (push) Canceled after 0s
Details
provider adoption tests / test (chapter2/system-hint) (push) Canceled after 0s
Details
provider adoption tests / test (chapter3/log-sanitization) (push) Canceled after 0s
Details
web-search-agent tests / test (push) Canceled after 0s
Details
web-search-agent tests / agentbook (push) Canceled after 0s
Details

Browse Source
This commit is contained in:
liqiang
2026-08-20 13:12:50 +00:00
commit b119135836
10275 changed files with 3284984 additions and 0 deletions
Download Patch File Download Diff File Expand all files Collapse all files
book-ar/images/fig5-7.svg
+68
View File
@@ -0,0 +1,68 @@
<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="250" height="160" rx="6" fill="#ffffff" stroke="#333333" stroke-width="2" stroke-dasharray="8,4"/>
<text x="145" 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" direction="rtl" unicode-bidi="plaintext" style="font-family:'Noto Sans Arabic','Noto Sans',Arial,sans-serif">① جمع السجل</text>
<rect x="30" y="98" width="230" height="122" rx="3" fill="#f5f5f5" stroke="#999999" stroke-width="2"/>
<text x="146" y="112" 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">trajectory_001.json:</text>
<text x="173" y="126" 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"> {"الدور": "المستخدم"، "المحتوى":</text>
<text x="156.8" y="140" 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"> "إلغاء الطلب رقم 12345"}</text>
<text x="146" y="154" 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"> {"دور":"مساعد"،</text>
<text x="183.8" 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"> "tool_call": "cancel_order"}</text>
<text x="167.6" y="182" 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"> {"دور": "أداة"، "نتيجة":</text>
<text x="156.8" y="196" font-family="'Courier New', Courier, monospace" font-size="6.5" fill="#333333" text-anchor="start" dominant-baseline="central" direction="rtl" unicode-bidi="plaintext" style="font-family:'Noto Sans Arabic','Noto Sans',Arial,sans-serif"> "خطأ: لا يوجد تأمين"}</text>
<text x="234.8" y="210" 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"> → الوكيل لم يبلغ المستخدم بالسبب</text>
<line x1="270" y1="140" x2="310" y2="140" stroke="#333333" stroke-width="2" marker-end="url(#ah)"/>
<rect x="310" y="60" width="260" height="160" rx="6" fill="#ffffff" stroke="#333333" stroke-width="2" stroke-dasharray="8,4"/>
<text x="440" 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" direction="rtl" unicode-bidi="plaintext" style="font-family:'Noto Sans Arabic','Noto Sans',Arial,sans-serif">② تحليل LLM</text>
<text x="559.4" y="100" 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">الإدخال: التتبع + وثيقة الهندسة المعمارية + PRD</text>
<text x="320" y="114" font-family="'Courier New', Courier, monospace" font-size="10" fill="#333333" text-anchor="start" dominant-baseline="central"/>
<text x="440" y="128" 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">أبعاد التحليل:</text>
<text x="545.6" y="142" 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"> - ما إذا كان تدفق التنفيذ يلبي التوقعات</text>
<text x="512" y="156" 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"> - ما إذا كانت استدعاءات الأداة صحيحة</text>
<text x="554" y="170" 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"> - ما إذا كان التعامل مع الأخطاء مناسبًا</text>
<text x="541.4" y="184" 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"> - ما إذا كانت تجربة المستخدم مرضية</text>
<text x="320" y="198" font-family="'Courier New', Courier, monospace" font-size="10" fill="#333333" text-anchor="start" dominant-baseline="central"/>
<text x="548" y="212" 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">→ حدد موقع الخطوة والوحدة المنحرفة</text>
<line x1="570" y1="140" x2="610" y2="140" stroke="#333333" stroke-width="2" marker-end="url(#ah)"/>
<rect x="610" y="60" width="250" height="160" rx="6" fill="#ffffff" stroke="#333333" stroke-width="2" stroke-dasharray="8,4"/>
<text x="735" 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" direction="rtl" unicode-bidi="plaintext" style="font-family:'Noto Sans Arabic','Noto Sans',Arial,sans-serif">③ تقرير منظم</text>
<rect x="620" y="98" width="230" height="108" rx="3" fill="#f5f5f5" stroke="#999999" stroke-width="2"/>
<text x="709" y="112" 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">تقرير المشكلة:</text>
<text x="790" y="126" 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"> الأولوية: P1 (خطر توقف المستخدم)</text>
<text x="779.2" y="140" 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"> الوحدة: Cancel_handler</text>
<text x="836.8" y="154" 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"> الوصف: بعد فشل الإلغاء، لا يوجد تفسير</text>
<text x="826.9" 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"> يتم توفير السبب والبدائل للمستخدم</text>
<text x="829.6" y="182" 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"> اقتراح: إضافة شرح سبب الفشل</text>
<text x="811.6" y="196" 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"> والتوجيه لشراء التأمين</text>
<line x1="440.0" y1="220" x2="440.0" y2="260" stroke="#333333" stroke-width="2" marker-end="url(#ah)"/>
<rect x="60" y="260" width="370" height="160" rx="6" fill="#ffffff" stroke="#333333" stroke-width="2" stroke-dasharray="8,4"/>
<text x="245" y="282" 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">④ إنشاء حالة اختبار الانحدار</text>
<rect x="70" y="298" width="350" height="150" rx="3" fill="#f5f5f5" stroke="#999999" stroke-width="2"/>
<text x="264" y="312" 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">def test_cancel_no_insurance():</text>
<text x="270" y="326" 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"> """المسار رقم 001، الجولة 3-5"""</text>
<text x="396" y="340" 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"> #الإعادة: يطلب المستخدم إلغاء الدرجة الاقتصادية</text>
<text x="180" y="354" 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"> الرد = وكيل.تشغيل (</text>
<text x="210" y="368" 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"> "إلغاء الطلب رقم 12345")</text>
<text x="288" y="382" font-family="'Courier New', Courier, monospace" font-size="7.5" fill="#333333" text-anchor="start" dominant-baseline="central" direction="rtl" unicode-bidi="plaintext" style="font-family:'Noto Sans Arabic','Noto Sans',Arial,sans-serif"> # التحقق: يجب توضيح السبب</text>
<text x="264" y="396" 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"> تأكيد "التأمين" في resp.text</text>
<text x="276" y="410" font-family="'Courier New', Courier, monospace" font-size="7.5" fill="#333333" text-anchor="start" dominant-baseline="central" direction="rtl" unicode-bidi="plaintext" style="font-family:'Noto Sans Arabic','Noto Sans',Arial,sans-serif"> تأكيد "البديل" في resp.text</text>
<text x="348" y="424" 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"> # التحقق: لا ينبغي إرجاع خطأ مباشرة</text>
<text x="264" y="438" 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"> تأكيد "خطأ" ليس في resp.text</text>
<line x1="430" y1="340" x2="470" y2="340" stroke="#333333" stroke-width="2" marker-end="url(#ah)"/>
<rect x="470" y="260" width="380" height="160" rx="6" fill="#ffffff" stroke="#333333" stroke-width="2" stroke-dasharray="8,4"/>
<text x="660" y="282" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16.5" 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">⑤ مشكلة الإنشاء التلقائي لمشكلة GitHub</text>
<rect x="480" y="298" width="360" height="136" rx="3" fill="#f5f5f5" stroke="#999999" stroke-width="2"/>
<text x="590" y="312" 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">إنشاء مشكلة gh \</text>
<text x="722" y="326" 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"> --العنوان "P1: فشل الإلغاء غير موجود</text>
<text x="584" y="340" 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"> إرشادات المستخدم" \</text>
<text x="698" y="354" font-family="'Courier New', Courier, monospace" font-size="6.5" fill="#333333" text-anchor="start" dominant-baseline="central" direction="rtl" unicode-bidi="plaintext" style="font-family:'Noto Sans Arabic','Noto Sans',Arial,sans-serif"> --body "**مشكلة**: الوكيل مباشرة</text>
<text x="698" y="368" font-family="'Courier New', Courier, monospace" font-size="7.5" fill="#333333" text-anchor="start" dominant-baseline="central" direction="rtl" unicode-bidi="plaintext" style="font-family:'Noto Sans Arabic','Noto Sans',Arial,sans-serif"> إرجاع خطأ بعد Cancel_order</text>
<text x="734" y="382" 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"> الفشل دون توضيح السبب..</text>
<text x="668" y="396" font-family="'Courier New', Courier, monospace" font-size="8.5" fill="#333333" text-anchor="start" dominant-baseline="central" direction="rtl" unicode-bidi="plaintext" style="font-family:'Noto Sans Arabic','Noto Sans',Arial,sans-serif"> **المسار**: #001 الجولة 3-5</text>
<text x="656" y="410" 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"> **الاختبار**: test_cancel_..." \</text>
<text x="632" y="424" 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"> --المعين @backend-team</text>
<rect x="100" y="445" width="680" height="44" rx="6" fill="#999999" stroke="#333333" stroke-width="2"/>
<text x="440.0" y="460" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="17.5" 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">الأتمتة الشاملة: السجل ← التحليل ← التقرير ← الاختبار ← المشكلة</text>
<text x="440.0" y="480" 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" direction="rtl" unicode-bidi="plaintext" style="font-family:'Noto Sans Arabic','Noto Sans',Arial,sans-serif">التكامل مع GitHub عبر MCP · التحقق من إعادة التشغيل التلقائي لإطار الاختبار</text>
<text x="440.0" y="530" 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" direction="rtl" unicode-bidi="plaintext" style="font-family:'Noto Sans Arabic','Noto Sans',Arial,sans-serif">تقليل تكلفة التشخيص اليدوي من ساعات إلى دقائق</text>
</svg>
Side by Side

After

Width:  |  Height:  |  Size: 18 KiB