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lhl a1fefd43eb docs(deliverables): 参赛成果物补齐（README 五项 + 范式图/架构图 + coverage 报告） 
按《参赛成果物提交规范·赛道一》§8：
- README：新增项目性质：新规声明、项目概述、整体功能说明、效果总结
  （431 测试/99.15% 覆盖/双语试运行/影响调查基线）、团队分工、规模与难度自评
- design.md：开发范式流程图（mermaid，6 步与 AI 日志步骤列一致）+ §2.1
  Agent 架构图（感知-规划-行动-记忆映射）
- _AI_USAGE_LOG.md：回填「待补充」→架构设计、「整体迭代」→反馈迭代
- tests/coverage/ 覆盖率 HTML 报告（99.15%）+ tests/test-execution-log.txt 执行日志
- docs/参赛成果物提交规范-赛道一.md → docs/submission-spec-track1.md（ASCII 化）
- pyproject: pytest norecursedirs 排除 test-execution-log.txt
全量 pytest 431 passed / 99.15%
2026-08-26 14:24:02 +08:00

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<title>Coverage for src\genesis\inference\factory.py: 98%</title>
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<h1>
<span class="text">Coverage for </span><b>src<span class="sep">\</span>genesis<span class="sep">\</span>inference<span class="sep">\</span>factory.py</b>:
<span class="pc_cov">98%</span>
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<p class="pln"><span class="n"><a id="t1" href="#t1">1</a></span><span class="t"><span class="str">&quot;&quot;&quot;&#30495;&#23454; InferenceEngine &#24037;&#21378;&#65306;&#35835;&#21462;&#29615;&#22659;&#21464;&#37327;/.env &#26500;&#36896; HttpLLMClient + InferenceEngine&#12290;</span>&nbsp;</span><span class="r"></span></p>
<p class="pln"><span class="n"><a id="t2" href="#t2">2</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
<p class="pln"><span class="n"><a id="t3" href="#t3">3</a></span><span class="t"><span class="str">&#35774;&#35745;&#35201;&#28857;&#65306;</span>&nbsp;</span><span class="r"></span></p>
<p class="pln"><span class="n"><a id="t4" href="#t4">4</a></span><span class="t"><span class="str">- &#19981;&#30828;&#32534;&#30721;&#20219;&#20309;&#23494;&#38053;&#65307;&#20248;&#20808;&#32423; GENESIS_INFERENCE__* &#29615;&#22659;&#21464;&#37327; &gt; &#35064; DEEPSEEK_API_KEY/LLM_BASE_URL &gt; &#40664;&#35748;&#20540;&#12290;</span>&nbsp;</span><span class="r"></span></p>
<p class="pln"><span class="n"><a id="t5" href="#t5">5</a></span><span class="t"><span class="str">- &#33258;&#21160;&#21152;&#36733;&#20179;&#24211;&#26681;&#30446;&#24405; .env&#65288;&#34987; .gitignore &#24573;&#30053;&#65292;&#23494;&#38053;&#19981;&#20837;&#24211;&#65289;&#12290;</span>&nbsp;</span><span class="r"></span></p>
<p class="pln"><span class="n"><a id="t6" href="#t6">6</a></span><span class="t"><span class="str">- engine=None &#26102;&#30001; orchestrator/qa_loop &#35843;&#29992;&#65292;&#25509;&#36890; P5-T10 &#20154;&#24037;&#36136;&#37327;&#38376;&#31105;&#30340;&#30495;&#23454; LLM &#36335;&#24452;&#12290;</span>&nbsp;</span><span class="r"></span></p>
<p class="pln"><span class="n"><a id="t7" href="#t7">7</a></span><span class="t"><span class="str">&quot;&quot;&quot;</span>&nbsp;</span><span class="r"></span></p>
<p class="run"><span class="n"><a id="t8" href="#t8">8</a></span><span class="t"><span class="key">from</span> <span class="nam">__future__</span> <span class="key">import</span> <span class="nam">annotations</span>&nbsp;</span><span class="r"></span></p>
<p class="pln"><span class="n"><a id="t9" href="#t9">9</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
<p class="run"><span class="n"><a id="t10" href="#t10">10</a></span><span class="t"><span class="key">import</span> <span class="nam">os</span>&nbsp;</span><span class="r"></span></p>
<p class="run"><span class="n"><a id="t11" href="#t11">11</a></span><span class="t"><span class="key">from</span> <span class="nam">pathlib</span> <span class="key">import</span> <span class="nam">Path</span>&nbsp;</span><span class="r"></span></p>
<p class="pln"><span class="n"><a id="t12" href="#t12">12</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
<p class="run"><span class="n"><a id="t13" href="#t13">13</a></span><span class="t"><span class="key">from</span> <span class="nam">genesis</span><span class="op">.</span><span class="nam">config</span> <span class="key">import</span> <span class="nam">InferenceModels</span><span class="op">,</span> <span class="nam">ModelSpec</span>&nbsp;</span><span class="r"></span></p>
<p class="run"><span class="n"><a id="t14" href="#t14">14</a></span><span class="t"><span class="key">from</span> <span class="nam">genesis</span><span class="op">.</span><span class="nam">inference</span><span class="op">.</span><span class="nam">client</span> <span class="key">import</span> <span class="nam">HttpLLMClient</span>&nbsp;</span><span class="r"></span></p>
<p class="run"><span class="n"><a id="t15" href="#t15">15</a></span><span class="t"><span class="key">from</span> <span class="nam">genesis</span><span class="op">.</span><span class="nam">inference</span><span class="op">.</span><span class="nam">engine</span> <span class="key">import</span> <span class="nam">InferenceEngine</span>&nbsp;</span><span class="r"></span></p>
<p class="run"><span class="n"><a id="t16" href="#t16">16</a></span><span class="t"><span class="key">from</span> <span class="nam">genesis</span><span class="op">.</span><span class="nam">inference</span><span class="op">.</span><span class="nam">exceptions</span> <span class="key">import</span> <span class="nam">LLMNotConfiguredError</span>&nbsp;</span><span class="r"></span></p>
<p class="pln"><span class="n"><a id="t17" href="#t17">17</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
<p class="run"><span class="n"><a id="t18" href="#t18">18</a></span><span class="t"><span class="nam">_DEFAULT_BASE_URL</span> <span class="op">=</span> <span class="str">&quot;https://api.deepseek.com&quot;</span>&nbsp;</span><span class="r"></span></p>
<p class="run"><span class="n"><a id="t19" href="#t19">19</a></span><span class="t"><span class="nam">_DEFAULT_MODEL</span> <span class="op">=</span> <span class="str">&quot;deepseek-chat&quot;</span>&nbsp;</span><span class="r"></span></p>
<p class="run"><span class="n"><a id="t20" href="#t20">20</a></span><span class="t"><span class="nam">_DEFAULT_FALLBACK</span> <span class="op">=</span> <span class="str">&quot;qwen-max&quot;</span>&nbsp;</span><span class="r"></span></p>
<p class="pln"><span class="n"><a id="t21" href="#t21">21</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
<p class="pln"><span class="n"><a id="t22" href="#t22">22</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
<p class="run"><span class="n"><a id="t23" href="#t23">23</a></span><span class="t"><span class="key">def</span> <span class="nam">_load_dotenv</span><span class="op">(</span><span class="nam">path</span><span class="op">:</span> <span class="nam">Path</span> <span class="op">=</span> <span class="nam">Path</span><span class="op">(</span><span class="str">&quot;.env&quot;</span><span class="op">)</span><span class="op">)</span> <span class="op">-&gt;</span> <span class="key">None</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
<p class="pln"><span class="n"><a id="t24" href="#t24">24</a></span><span class="t"> <span class="str">&quot;&quot;&quot;&#23558; .env &#20013;&#30340; KEY=VALUE &#27880;&#20837; os.environ&#65288;&#20165;&#24403;&#21464;&#37327;&#23578;&#26410;&#35774;&#32622;&#26102;&#65289;&#12290;&quot;&quot;&quot;</span>&nbsp;</span><span class="r"></span></p>
<p class="run"><span class="n"><a id="t25" href="#t25">25</a></span><span class="t"> <span class="key">if</span> <span class="key">not</span> <span class="nam">path</span><span class="op">.</span><span class="nam">is_file</span><span class="op">(</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
<p class="run"><span class="n"><a id="t26" href="#t26">26</a></span><span class="t"> <span class="key">return</span>&nbsp;</span><span class="r"></span></p>
<p class="run"><span class="n"><a id="t27" href="#t27">27</a></span><span class="t"> <span class="key">for</span> <span class="nam">raw</span> <span class="key">in</span> <span class="nam">path</span><span class="op">.</span><span class="nam">read_text</span><span class="op">(</span><span class="nam">encoding</span><span class="op">=</span><span class="str">&quot;utf-8&quot;</span><span class="op">)</span><span class="op">.</span><span class="nam">splitlines</span><span class="op">(</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
<p class="run"><span class="n"><a id="t28" href="#t28">28</a></span><span class="t"> <span class="nam">line</span> <span class="op">=</span> <span class="nam">raw</span><span class="op">.</span><span class="nam">strip</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
<p class="run"><span class="n"><a id="t29" href="#t29">29</a></span><span class="t"> <span class="key">if</span> <span class="key">not</span> <span class="nam">line</span> <span class="key">or</span> <span class="nam">line</span><span class="op">.</span><span class="nam">startswith</span><span class="op">(</span><span class="str">&quot;#&quot;</span><span class="op">)</span> <span class="key">or</span> <span class="str">&quot;=&quot;</span> <span class="key">not</span> <span class="key">in</span> <span class="nam">line</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
<p class="run"><span class="n"><a id="t30" href="#t30">30</a></span><span class="t"> <span class="key">continue</span>&nbsp;</span><span class="r"></span></p>
<p class="run"><span class="n"><a id="t31" href="#t31">31</a></span><span class="t"> <span class="nam">key</span><span class="op">,</span> <span class="nam">_</span><span class="op">,</span> <span class="nam">val</span> <span class="op">=</span> <span class="nam">line</span><span class="op">.</span><span class="nam">partition</span><span class="op">(</span><span class="str">&quot;=&quot;</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
<p class="run"><span class="n"><a id="t32" href="#t32">32</a></span><span class="t"> <span class="nam">key</span> <span class="op">=</span> <span class="nam">key</span><span class="op">.</span><span class="nam">strip</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
<p class="run"><span class="n"><a id="t33" href="#t33">33</a></span><span class="t"> <span class="nam">val</span> <span class="op">=</span> <span class="nam">val</span><span class="op">.</span><span class="nam">strip</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
<p class="run"><span class="n"><a id="t34" href="#t34">34</a></span><span class="t"> <span class="key">if</span> <span class="nam">len</span><span class="op">(</span><span class="nam">val</span><span class="op">)</span> <span class="op">&gt;=</span> <span class="num">2</span> <span class="key">and</span> <span class="nam">val</span><span class="op">[</span><span class="num">0</span><span class="op">]</span> <span class="key">in</span> <span class="str">&quot;\&quot;&#x27;&quot;</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
<p class="par run show_par"><span class="n"><a id="t35" href="#t35">35</a></span><span class="t"> <span class="key">if</span> <span class="nam">val</span><span class="op">[</span><span class="op">-</span><span class="num">1</span><span class="op">]</span> <span class="op">==</span> <span class="nam">val</span><span class="op">[</span><span class="num">0</span><span class="op">]</span><span class="op">:</span>&nbsp;</span><span class="r"><span class="annotate short">35&#x202F;&#x219B;&#x202F;37</span><span class="annotate long">line 35 didn't jump to line 37 because the condition on line 35 was always true</span></span></p>
<p class="run"><span class="n"><a id="t36" href="#t36">36</a></span><span class="t"> <span class="nam">val</span> <span class="op">=</span> <span class="nam">val</span><span class="op">[</span><span class="num">1</span><span class="op">:</span><span class="op">-</span><span class="num">1</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
<p class="run"><span class="n"><a id="t37" href="#t37">37</a></span><span class="t"> <span class="nam">os</span><span class="op">.</span><span class="nam">environ</span><span class="op">.</span><span class="nam">setdefault</span><span class="op">(</span><span class="nam">key</span><span class="op">,</span> <span class="nam">val</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
<p class="pln"><span class="n"><a id="t38" href="#t38">38</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
<p class="pln"><span class="n"><a id="t39" href="#t39">39</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
<p class="run"><span class="n"><a id="t40" href="#t40">40</a></span><span class="t"><span class="key">def</span> <span class="nam">build_inference_engine</span><span class="op">(</span><span class="op">)</span> <span class="op">-&gt;</span> <span class="nam">InferenceEngine</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
<p class="run"><span class="n"><a id="t41" href="#t41">41</a></span><span class="t"> <span class="nam">_load_dotenv</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
<p class="run"><span class="n"><a id="t42" href="#t42">42</a></span><span class="t"> <span class="nam">api_key</span> <span class="op">=</span> <span class="nam">os</span><span class="op">.</span><span class="nam">environ</span><span class="op">.</span><span class="nam">get</span><span class="op">(</span><span class="str">&quot;GENESIS_INFERENCE__API_KEY&quot;</span><span class="op">)</span> <span class="key">or</span> <span class="nam">os</span><span class="op">.</span><span class="nam">environ</span><span class="op">.</span><span class="nam">get</span><span class="op">(</span><span class="str">&quot;DEEPSEEK_API_KEY&quot;</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
<p class="run"><span class="n"><a id="t43" href="#t43">43</a></span><span class="t"> <span class="nam">base_url</span> <span class="op">=</span> <span class="op">(</span>&nbsp;</span><span class="r"></span></p>
<p class="run run2"><span class="n"><a id="t44" href="#t44">44</a></span><span class="t"> <span class="nam">os</span><span class="op">.</span><span class="nam">environ</span><span class="op">.</span><span class="nam">get</span><span class="op">(</span><span class="str">&quot;GENESIS_INFERENCE__BASE_URL&quot;</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
<p class="run run2"><span class="n"><a id="t45" href="#t45">45</a></span><span class="t"> <span class="key">or</span> <span class="nam">os</span><span class="op">.</span><span class="nam">environ</span><span class="op">.</span><span class="nam">get</span><span class="op">(</span><span class="str">&quot;LLM_BASE_URL&quot;</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
<p class="run run2"><span class="n"><a id="t46" href="#t46">46</a></span><span class="t"> <span class="key">or</span> <span class="nam">_DEFAULT_BASE_URL</span>&nbsp;</span><span class="r"></span></p>
<p class="run run2"><span class="n"><a id="t47" href="#t47">47</a></span><span class="t"> <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
<p class="run"><span class="n"><a id="t48" href="#t48">48</a></span><span class="t"> <span class="nam">model</span> <span class="op">=</span> <span class="op">(</span>&nbsp;</span><span class="r"></span></p>
<p class="run run2"><span class="n"><a id="t49" href="#t49">49</a></span><span class="t"> <span class="nam">os</span><span class="op">.</span><span class="nam">environ</span><span class="op">.</span><span class="nam">get</span><span class="op">(</span><span class="str">&quot;GENESIS_INFERENCE__MODEL&quot;</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
<p class="run run2"><span class="n"><a id="t50" href="#t50">50</a></span><span class="t"> <span class="key">or</span> <span class="nam">os</span><span class="op">.</span><span class="nam">environ</span><span class="op">.</span><span class="nam">get</span><span class="op">(</span><span class="str">&quot;LLM_MODEL&quot;</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
<p class="run run2"><span class="n"><a id="t51" href="#t51">51</a></span><span class="t"> <span class="key">or</span> <span class="nam">_DEFAULT_MODEL</span>&nbsp;</span><span class="r"></span></p>
<p class="run run2"><span class="n"><a id="t52" href="#t52">52</a></span><span class="t"> <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
<p class="run"><span class="n"><a id="t53" href="#t53">53</a></span><span class="t"> <span class="nam">fallback</span> <span class="op">=</span> <span class="op">(</span>&nbsp;</span><span class="r"></span></p>
<p class="run run2"><span class="n"><a id="t54" href="#t54">54</a></span><span class="t"> <span class="nam">os</span><span class="op">.</span><span class="nam">environ</span><span class="op">.</span><span class="nam">get</span><span class="op">(</span><span class="str">&quot;GENESIS_INFERENCE__FALLBACK_MODEL&quot;</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
<p class="run run2"><span class="n"><a id="t55" href="#t55">55</a></span><span class="t"> <span class="key">or</span> <span class="nam">os</span><span class="op">.</span><span class="nam">environ</span><span class="op">.</span><span class="nam">get</span><span class="op">(</span><span class="str">&quot;LLM_FALLBACK_MODEL&quot;</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
<p class="run run2"><span class="n"><a id="t56" href="#t56">56</a></span><span class="t"> <span class="key">or</span> <span class="nam">_DEFAULT_FALLBACK</span>&nbsp;</span><span class="r"></span></p>
<p class="run run2"><span class="n"><a id="t57" href="#t57">57</a></span><span class="t"> <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
<p class="run"><span class="n"><a id="t58" href="#t58">58</a></span><span class="t"> <span class="key">if</span> <span class="key">not</span> <span class="nam">api_key</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
<p class="run"><span class="n"><a id="t59" href="#t59">59</a></span><span class="t"> <span class="key">raise</span> <span class="nam">LLMNotConfiguredError</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
<p class="run run2"><span class="n"><a id="t60" href="#t60">60</a></span><span class="t"> <span class="str">&quot;&#32570;&#23569; LLM API Key&#65306;&#35831;&#35774;&#32622; GENESIS_INFERENCE__API_KEY&quot;</span>&nbsp;</span><span class="r"></span></p>
<p class="run run2"><span class="n"><a id="t61" href="#t61">61</a></span><span class="t"> <span class="str">&quot;&#65288;&#25110; .env / &#29615;&#22659;&#21464;&#37327; DEEPSEEK_API_KEY&#65289;&quot;</span>&nbsp;</span><span class="r"></span></p>
<p class="run run2"><span class="n"><a id="t62" href="#t62">62</a></span><span class="t"> <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
<p class="run"><span class="n"><a id="t63" href="#t63">63</a></span><span class="t"> <span class="nam">models</span> <span class="op">=</span> <span class="nam">InferenceModels</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
<p class="run run2"><span class="n"><a id="t64" href="#t64">64</a></span><span class="t"> <span class="nam">primary</span><span class="op">=</span><span class="nam">ModelSpec</span><span class="op">(</span><span class="nam">name</span><span class="op">=</span><span class="nam">model</span><span class="op">)</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
<p class="run run2"><span class="n"><a id="t65" href="#t65">65</a></span><span class="t"> <span class="nam">fallback</span><span class="op">=</span><span class="nam">ModelSpec</span><span class="op">(</span><span class="nam">name</span><span class="op">=</span><span class="nam">fallback</span><span class="op">)</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
<p class="run run2"><span class="n"><a id="t66" href="#t66">66</a></span><span class="t"> <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
<p class="run"><span class="n"><a id="t67" href="#t67">67</a></span><span class="t"> <span class="nam">client</span> <span class="op">=</span> <span class="nam">HttpLLMClient</span><span class="op">(</span><span class="nam">base_url</span><span class="op">=</span><span class="nam">base_url</span><span class="op">,</span> <span class="nam">api_key</span><span class="op">=</span><span class="nam">api_key</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
<p class="run"><span class="n"><a id="t68" href="#t68">68</a></span><span class="t"> <span class="key">return</span> <span class="nam">InferenceEngine</span><span class="op">(</span><span class="nam">client</span><span class="op">=</span><span class="nam">client</span><span class="op">,</span> <span class="nam">models</span><span class="op">=</span><span class="nam">models</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
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