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-ru/images/fig8-5.svg
+43
View File
@@ -0,0 +1,43 @@
<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 40 780 440" width="780" height="440" 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="280" height="45" rx="6" fill="#d0d0d0" stroke="#333333" stroke-width="2"/>
<text x="160" y="82.5" 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">Классический RL-агент</text>
<rect x="490" y="60" width="270" height="45" rx="6" fill="#d0d0d0" stroke="#333333" stroke-width="2"/>
<text x="625" y="82.5" 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">LLM-агент</text>
<rect x="20" y="115" width="280" height="44" rx="3" fill="#f0f0f0" stroke="#333333" stroke-width="2"/>
<rect x="490" y="115" width="270" height="44" rx="3" fill="#f0f0f0" stroke="#333333" stroke-width="2"/>
<text x="30" y="137" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="11.5" fill="#333333" text-anchor="start" dominant-baseline="central" font-weight="normal">Замкнутое конечное множество (6 действий)</text>
<text x="500" y="137" 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="normal">Открытый: естественный язык + инструменты</text>
<text x="395" y="137" 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">Пространство действий</text>
<rect x="20" y="163" width="280" height="44" rx="3" fill="#f0f0f0" stroke="#333333" stroke-width="2"/>
<rect x="490" y="163" width="270" height="44" rx="3" fill="#f0f0f0" stroke="#333333" stroke-width="2"/>
<text x="30" y="185" 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="normal">Без априорных знаний, со случайной политики</text>
<text x="500" y="185" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="9.5" fill="#333333" text-anchor="start" dominant-baseline="central" font-weight="normal">Предобученные знания + априорные представления</text>
<text x="395" 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="bold">Априорные знания</text>
<rect x="20" y="211" width="280" height="44" rx="3" fill="#f0f0f0" stroke="#333333" stroke-width="2"/>
<rect x="490" y="211" width="270" height="44" rx="3" fill="#f0f0f0" stroke="#333333" stroke-width="2"/>
<text x="30" y="233" 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">Хеш-кодирование: state_id=0x3A7F</text>
<text x="500" y="233" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="13" fill="#333333" text-anchor="start" dominant-baseline="central" font-weight="normal">Семантика: "красный ключ в кладовой"</text>
<text x="395" y="233" 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">Представление состояния</text>
<rect x="20" y="259" width="280" height="44" rx="3" fill="#f0f0f0" stroke="#333333" stroke-width="2"/>
<rect x="490" y="259" width="270" height="44" rx="3" fill="#f0f0f0" stroke="#333333" stroke-width="2"/>
<text x="30" y="281" 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="normal">Скалярное вознаграждение: R ∈ {-1, 0, +5, +50}</text>
<text x="500" y="281" 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="normal">Награда + обратная связь + саморефлексия</text>
<text x="395" y="281" 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">Сигнал обучения</text>
<rect x="20" y="307" width="280" height="44" rx="3" fill="#f0f0f0" stroke="#333333" stroke-width="2"/>
<rect x="490" y="307" width="270" height="44" rx="3" fill="#f0f0f0" stroke="#333333" stroke-width="2"/>
<text x="30" y="329" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="10" fill="#333333" text-anchor="start" dominant-baseline="central" font-weight="normal">Нет внутреннего размышления (чисто реактивный)</text>
<text x="500" y="329" 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">Размышление как особое действие (CoT)</text>
<text x="395" y="329" 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">Способность к размышлению</text>
<rect x="20" y="355" width="280" height="44" rx="3" fill="#f0f0f0" stroke="#333333" stroke-width="2"/>
<rect x="490" y="355" width="270" height="44" rx="3" fill="#f0f0f0" stroke="#333333" stroke-width="2"/>
<text x="30" y="377" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="13" fill="#333333" text-anchor="start" dominant-baseline="central" font-weight="normal">Новые правила → полное переобучение</text>
<text x="500" y="377" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="13.5" fill="#333333" text-anchor="start" dominant-baseline="central" font-weight="normal">Перенос между задачами zero/few-shot</text>
<text x="395" y="377" 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">Способность к обобщению</text>
<rect x="20" y="403" width="280" height="44" rx="3" fill="#f0f0f0" stroke="#333333" stroke-width="2"/>
<rect x="490" y="403" width="270" height="44" rx="3" fill="#f0f0f0" stroke="#333333" stroke-width="2"/>
<text x="30" y="425" 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">~10000 эпизодов / 10 секунд</text>
<text x="500" y="425" 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">~1 эпизод / 2 минуты</text>
<text x="395" y="425" 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">Эффективность выборки</text>
</svg>
Side by Side

After

Width:  |  Height:  |  Size: 8.3 KiB