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Identicon&#xff08;\u90a3\u4e2a\u50cf\u7d20\u65b9\u5757&#xff09;\u3002\u90a3\u662f&#034;\u6211\u6ce8\u518c\u5b8c\u5c31\u6ca1\u7ba1\u8fc7&#034;\u7684\u4fe1\u53f7\u3002<\/p>\n<p>\u63a8\u8350\u65b9\u6848&#xff1a;<\/p>\n<ul>\n<li>\u4e13\u4e1a\u7167\u7247&#xff08;\u6700\u4f73&#xff0c;\u7ed9\u4eba\u4fe1\u4efb\u611f&#xff09;<\/li>\n<li>\u4e2a\u6027\u5316\u5934\u50cf&#xff08;\u63d2\u753b\u98ce\u683c\u4e5fOK&#xff0c;\u4f46\u8981\u6709\u8fa8\u8bc6\u5ea6&#xff09;<\/li>\n<li>\u4f60\u7684Logo\/\u54c1\u724c\u6807\u8bc6&#xff08;\u9002\u5408\u6709\u4e2a\u4eba\u54c1\u724c\u7684\u5f00\u53d1\u8005&#xff09;<\/li>\n<\/ul>\n<p>\u4e0d\u63a8\u8350&#xff1a;<\/p>\n<ul>\n<li>\u9ed8\u8ba4\u5934\u50cf&#xff08;\u274c \u5927\u5fcc&#xff09;<\/li>\n<li>\u98ce\u666f\u7167\u3001\u8868\u60c5\u5305&#xff08;\u4e0d\u4e13\u4e1a&#xff09;<\/li>\n<li>\u522b\u4eba\u7684\u7167\u7247&#xff08;\u2026\u4f60\u8ba4\u771f\u7684&#xff1f;&#xff09;<\/li>\n<\/ul>\n<h4 id=\"3.2%20Bio%E2%80%94%E2%80%94%E4%B8%80%E5%8F%A5%E8%AF%9D%E8%AF%B4%E6%B8%85%E4%BD%A0%E6%98%AF%E8%B0%81\">3.2 Bio\u2014\u2014\u4e00\u53e5\u8bdd\u8bf4\u6e05\u4f60\u662f\u8c01<\/h4>\n<p>Bio\u53ea\u6709160\u4e2a\u5b57\u7b26&#xff0c;\u5bf8\u571f\u5bf8\u91d1\u3002\u516c\u5f0f\u5982\u4e0b&#xff1a;<\/p>\n<p>[\u65b9\u5411\u6807\u7b7e] | [\u4e00\u53e5\u8bdd\u4eae\u70b9] | [\u6240\u5728\u5730\/\u6c42\u804c\u610f\u5411] | [\u8054\u7cfb\u65b9\u5f0f\/\u7f51\u7ad9]<\/p>\n<p>\u793a\u4f8b&#xff1a;<\/p>\n<p>LLM Engineer | Building RAG systems for enterprise | &#x1f4cd; Beijing | Open to opportunities | &#x1f517; portfolio.dev<\/p>\n<p>AI Infrastructure Engineer | 3 yrs &#064; scale | Ex-ByteDance | &#x1f4cd; Shanghai | Looking for AI roles<\/p>\n<p>\u26a0\ufe0f \u907f\u5751\u8b66\u544a&#xff1a; Bio\u91cc\u4e0d\u8981\u5199&#034;\u5b66\u4e60\u4e2d\u7684\u83dc\u9e1f&#034;\u8fd9\u7c7b\u81ea\u6211\u8d2c\u4f4e\u7684\u63cf\u8ff0\u3002\u62db\u8058\u5b98\u770b\u5230\u8fd9\u4e2a\u4f1a\u76f4\u63a5\u964d\u4f4e\u4f60\u7684\u8bc4\u7ea7\u3002\u81ea\u4fe1\u70b9&#xff0c;\u4f60\u6bd4\u4f60\u60f3\u7684\u5f3a\u3002<\/p>\n<h4 id=\"3.3%20Pinned%20Repos%E2%80%94%E2%80%94%E4%BD%A0%E7%9A%84%E4%BD%9C%E5%93%81%E5%B1%95%E7%A4%BA%E6%9F%9C\">3.3 Pinned Repos\u2014\u2014\u4f60\u7684\u4f5c\u54c1\u5c55\u793a\u67dc<\/h4>\n<p>GitHub\u9ed8\u8ba4\u6309\u6700\u8fd1\u6d3b\u8dc3\u987a\u5e8f\u6392\u5217\u4f60\u7684\u4ed3\u5e93&#xff0c;\u4f46Pinned Repos\u662f\u4f60\u624b\u52a8\u9009\u62e9\u76846\u4e2a\u5c55\u793a\u4f4d\u3002<\/p>\n<p>\u7b56\u7565&#xff1a;3-5\u4e2a\u4e3a\u6700\u4f73&#xff0c;\u5c11\u4e86\u663e\u5f97\u6ca1\u4e1c\u897f&#xff0c;\u591a\u4e86\u5206\u6563\u6ce8\u610f\u529b\u3002<\/p>\n<p>\u9009\u62e9\u6807\u51c6\u6211\u540e\u9762\u8be6\u7ec6\u8bb2&#xff0c;\u8fd9\u91cc\u5148\u8bf4\u4e00\u4e2a\u5173\u952e\u70b9&#xff1a;Pinned Repos\u7684\u987a\u5e8f\u4e5f\u5f88\u91cd\u8981\u3002 \u7b2c\u4e00\u4e2a\u4f4d\u7f6e\u653e\u4f60\u6700\u5f97\u610f\u7684\u9879\u76ee&#xff0c;\u56e0\u4e3a\u62db\u8058\u5b98\u4ece\u5de6\u5230\u53f3\u770b&#xff0c;\u7b2c\u4e00\u4e2a\u5370\u8c61\u6700\u6df1\u3002<\/p>\n<h4 id=\"3.4%20README.md%E2%80%94%E2%80%94%E4%BD%A0%E7%9A%84%E4%B8%AA%E4%BA%BA%E4%B8%BB%E9%A1%B5\">3.4 README.md\u2014\u2014\u4f60\u7684\u4e2a\u4eba\u4e3b\u9875<\/h4>\n<p>\u8fd9\u662f2020\u5e74GitHub\u63a8\u51fa\u7684\u529f\u80fd&#xff1a;\u5728\u4f60\u7684\u7528\u6237\u540d\u540c\u540d\u7684\u4ed3\u5e93\u91cc\u521b\u5efaREADME.md&#xff0c;\u5185\u5bb9\u4f1a\u663e\u793a\u5728Profile\u9875\u9762\u9876\u90e8\u3002<\/p>\n<p>\u8fd9\u4e2aREADME\u5c31\u662f\u4f60\u7684&#034;\u4e2a\u4ebaLanding Page&#034;&#xff0c;\u662fProfile\u4f18\u5316\u7684\u6838\u5fc3\u6218\u573a\u3002\u540e\u9762\u7684\u7ae0\u8282\u6211\u4f1a\u7ed9\u5b8c\u6574\u6a21\u677f\u3002<\/p>\n<h4 id=\"3.5%20%E8%B4%A1%E7%8C%AE%E7%83%AD%E5%8A%9B%E5%9B%BE%E2%80%94%E2%80%94%E4%BD%A0%E7%9A%84%E6%B4%BB%E8%B7%83%E8%AF%81%E6%98%8E\">3.5 \u8d21\u732e\u70ed\u529b\u56fe\u2014\u2014\u4f60\u7684\u6d3b\u8dc3\u8bc1\u660e<\/h4>\n<p>\u90a3\u4e2a\u7eff\u683c\u5b50\u77e9\u9635&#xff0c;\u62db\u8058\u5b98\u771f\u7684\u4f1a\u770b\u3002\u5b83\u4f20\u9012\u4e24\u4e2a\u4fe1\u53f7&#xff1a;<\/p>\n<ul>\n<li>\u4f60\u662f\u4e00\u4e2a\u6301\u7eed\u7f16\u7801\u7684\u4eba&#xff08;\u7eff\u8272\u8fde\u7eed&#xff0c;\u4e0d\u662f&#034;\u7a81\u51fb\u5f0f&#034;&#xff09;<\/li>\n<li>\u4f60\u5728\u53c2\u4e0e\u5f00\u6e90\/\u534f\u4f5c&#xff08;\u6709commit\u4e0d\u9650\u4e8e\u81ea\u5df1\u7684\u4ed3\u5e93&#xff09;<\/li>\n<\/ul>\n<p>graph TB<br \/>\n    subgraph &#034;\u2705 \u597d\u7684\u70ed\u529b\u56fe&#034;<br \/>\n        A1[&#034;\u8fde\u7eed\u7eff\u8272&#034;] &#8211;&gt; A2[&#034;\u6301\u7eed\u6d3b\u8dc3&#034;]<br \/>\n        A3[&#034;\u591a\u4ed3\u5e93\u8d21\u732e&#034;] &#8211;&gt; A4[&#034;\u534f\u4f5c\u80fd\u529b\u5f3a&#034;]<br \/>\n    end<br \/>\n    subgraph &#034;\u274c \u5dee\u7684\u70ed\u529b\u56fe&#034;<br \/>\n        B1[&#034;\u5927\u9762\u79ef\u7a7a\u767d&#034;] &#8211;&gt; B2[&#034;\u4e0d\u6d3b\u8dc3&#034;]<br \/>\n        B3[&#034;\u5076\u5c14\u4e00\u7247\u7eff&#034;] &#8211;&gt; B4[&#034;\u7a81\u51fb\u5f0f\u5f00\u53d1&#034;]<br \/>\n    end<br \/>\n    subgraph &#034;\u26a0\ufe0f \u53ef\u63a5\u53d7\u7684&#034;<br \/>\n        C1[&#034;\u6709\u89c4\u5f8b\u7684\u767d\u5757&#034;] &#8211;&gt; C2[&#034;\u53ef\u80fd\u662f\u5de5\u4f5c\u671f&lt;br\/&gt;\u62db\u8058\u5b98\u80fd\u7406\u89e3&#034;]<br \/>\n    end<\/p>\n<p>&#x1f4a1; \u6548\u7387\u6280\u5de7&#xff1a; \u5982\u679c\u4f60\u76ee\u524d\u70ed\u529b\u56fe\u6bd4\u8f83&#034;\u79c3&#034;&#xff0c;\u522b\u6025\u7740\u5237commit\u3002\u4ece\u73b0\u5728\u5f00\u59cb\u6bcf\u5929\u63d0\u4ea4\u4e00\u70b9&#xff08;\u54ea\u6015\u662f\u7b14\u8bb0\u3001\u914d\u7f6e\u6587\u4ef6&#xff09;&#xff0c;\u575a\u63011-2\u4e2a\u6708\u5c31\u80fd\u770b\u5230\u660e\u663e\u6539\u5584\u3002\u8d28\u91cf &gt; \u6570\u91cf&#xff0c;\u4f46\u6570\u91cf\u4e5f\u4e0d\u80fd\u662f0\u3002<\/p>\n<hr \/>\n<h3 id=\"%E5%9B%9B%E3%80%81README.md%E6%A8%A1%E6%9D%BF%EF%BC%9A%E4%BD%A0%E7%9A%84%E4%B8%AA%E4%BA%BA%20landing%20page\">\u56db\u3001README.md\u6a21\u677f&#xff1a;\u4f60\u7684\u4e2a\u4eba landing page<\/h3>\n<p>\u8fd9\u4e00\u7ae0\u662f\u6574\u7bc7\u6587\u7ae0\u7684\u6838\u5fc3\u3002\u76f4\u63a5\u4e0a\u6a21\u677f&#xff0c;\u4f60\u6284\u5c31\u5b8c\u4e86\u3002<\/p>\n<h4 id=\"4.1%20%E5%AE%8C%E6%95%B4README%E6%A8%A1%E6%9D%BF\">4.1 \u5b8c\u6574README\u6a21\u677f<\/h4>\n<p>\u4e0b\u9762\u662f\u4e00\u4e2a\u7ecf\u8fc7\u9a8c\u8bc1\u7684AI\u5de5\u7a0b\u5e08Profile README\u6a21\u677f&#xff0c;\u4f60\u53ef\u4ee5\u76f4\u63a5fork\u4f7f\u7528&#xff1a;<\/p>\n<p># &#x1f44b; Hi, I&#039;m [\u4f60\u7684\u540d\u5b57]<\/p>\n<p>&gt; _&#034;Building AI systems that actually work in production.&#034;_<\/p>\n<p>## &#x1f9ed; \u5173\u4e8e\u6211<\/p>\n<p>&#8211; &#x1f52d; \u76ee\u524d\u4e13\u6ce8&#xff1a;**LLM\u5e94\u7528\u5de5\u7a0b \/ RAG\u7cfb\u7edf\u67b6\u6784**<br \/>\n&#8211; &#x1f331; \u6b63\u5728\u5b66\u4e60&#xff1a;\u591a\u6a21\u6001\u6a21\u578b\u90e8\u7f72\u4f18\u5316<br \/>\n&#8211; &#x1f4ac; \u95ee\u6211\u5173\u4e8e&#xff1a;Transformers \/ RAG \/ LangChain \/ \u6a21\u578b\u63a8\u7406\u52a0\u901f<br \/>\n&#8211; &#x1f4eb; \u8054\u7cfb\u6211&#xff1a;your.email&#064;example.com<br \/>\n&#8211; \u26a1 Fun fact: \u6211\u8bad\u7ec3\u7684\u7b2c\u4e00\u4e2a\u6a21\u578b\u628a\u732b\u8bc6\u522b\u6210\u4e86\u9762\u5305<\/p>\n<p>## &#x1f6e0;\ufe0f \u6280\u80fd\u77e9\u9635<\/p>\n<p>| \u9886\u57df | \u6280\u672f\u6808 | \u719f\u7ec3\u5ea6 |<br \/>\n|&#8212;&#8212;|&#8212;&#8212;&#8211;|&#8212;&#8212;&#8211;|<br \/>\n| **\u5927\u6a21\u578b** | PyTorch, Transformers, LangChain, LlamaIndex | \u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2591\u2591 \u7cbe\u901a |<br \/>\n| **RAG\u7cfb\u7edf** | ChromaDB, Pinecone, Weaviate, \u5411\u91cf\u68c0\u7d22 | \u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2591\u2591\u2591 \u719f\u7ec3 |<br \/>\n| **\u63a8\u7406\u90e8\u7f72** | vLLM, TGI, ONNX, TensorRT | \u2588\u2588\u2588\u2588\u2588\u2588\u2591\u2591\u2591\u2591 \u638c\u63e1 |<br \/>\n| **\u540e\u7aef\u5de5\u7a0b** | Python, FastAPI, Redis, PostgreSQL | \u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2591\u2591 \u7cbe\u901a |<br \/>\n| **\u57fa\u7840\u8bbe\u65bd** | Docker, K8s, Ray, Airflow | \u2588\u2588\u2588\u2588\u2588\u2591\u2591\u2591\u2591\u2591 \u719f\u6089 |<\/p>\n<p>## &#x1f680; \u7cbe\u9009\u9879\u76ee<\/p>\n<p>### 1. [Enterprise RAG Engine](\u94fe\u63a5) \u2b50 234<br \/>\n&gt; \u4f01\u4e1a\u7ea7RAG\u7cfb\u7edf&#xff0c;\u652f\u6301\u591a\u6587\u6863\u7c7b\u578b\u68c0\u7d22\u3001\u6df7\u5408\u53ec\u56de\u3001\u7b54\u6848\u6eaf\u6e90<br \/>\n&#8211; **\u6280\u672f\u6808&#xff1a;** LangChain &#043; ChromaDB &#043; FastAPI &#043; React<br \/>\n&#8211; **\u4eae\u70b9&#xff1a;** \u68c0\u7d22\u51c6\u786e\u738792%&#xff0c;\u54cd\u5e94\u5ef6\u8fdf&lt;800ms<br \/>\n&#8211; **\u5728\u7ebfDemo&#xff1a;** [rag-demo.vercel.app](\u94fe\u63a5)<\/p>\n<p>### 2. [LLM Fine-tuning Toolkit](\u94fe\u63a5) \u2b50 156<br \/>\n&gt; \u96f6\u4ee3\u7801\u5fae\u8c03LLaMA\/Mistral\u7684\u5de5\u5177\u5305<br \/>\n&#8211; **\u6280\u672f\u6808&#xff1a;** PyTorch &#043; PEFT &#043; DeepSpeed &#043; Streamlit<br \/>\n&#8211; **\u4eae\u70b9&#xff1a;** \u5355\u5361\u53ef\u8bad\u7ec37B\u6a21\u578b&#xff0c;\u652f\u6301LoRA\/QLoRA<br \/>\n&#8211; **\u6559\u7a0b&#xff1a;** [finetune-guide.com](\u94fe\u63a5)<\/p>\n<p>### 3. [AI Code Reviewer](\u94fe\u63a5) \u2b50 89<br \/>\n&gt; \u57fa\u4e8eLLM\u7684\u81ea\u52a8\u5316\u4ee3\u7801\u5ba1\u67e5\u5de5\u5177<br \/>\n&#8211; **\u6280\u672f\u6808&#xff1a;** Python &#043; GitHub API &#043; GPT-4 &#043; CI\/CD<br \/>\n&#8211; **\u4eae\u70b9&#xff1a;** \u63a5\u5165GitHub Actions&#xff0c;\u81ea\u52a8PR\u8bc4\u8bba<\/p>\n<p>## &#x1f4ca; GitHub\u6570\u636e<\/p>\n<p>&lt;div align&#061;&#034;center&#034;&gt;<br \/>\n  &lt;img src&#061;&#034;https:\/\/github-readme-stats.vercel.app\/api?username&#061;\u4f60\u7684\u7528\u6237\u540d&amp;show_icons&#061;true&amp;theme&#061;dark&#034; \/&gt;<br \/>\n  &lt;img src&#061;&#034;https:\/\/github-readme-streak-stats.herokuapp.com\/?user&#061;\u4f60\u7684\u7528\u6237\u540d&amp;theme&#061;dark&#034; \/&gt;<br \/>\n&lt;\/div&gt;<\/p>\n<p>## &#x1f517; \u627e\u5230\u6211<\/p>\n<p>[![LinkedIn](https:\/\/img.shields.io\/badge\/LinkedIn-\u4f60\u7684\u540d\u5b57-blue)](\u94fe\u63a5)<br \/>\n[![Blog](https:\/\/img.shields.io\/badge\/Blog-\u4f60\u7684\u535a\u5ba2-green)](\u94fe\u63a5)<br \/>\n[![Email](https:\/\/img.shields.io\/badge\/Email-\u8054\u7cfb\u6211-red)](mailto:your.email&#064;example.com)<\/p>\n<p>&#8212;<\/p>\n<p>\u2b50 From [\u4f60\u7684\u540d\u5b57](https:\/\/github.com\/\u4f60\u7684\u7528\u6237\u540d)<\/p>\n<h4 id=\"4.2%20%E6%A8%A1%E6%9D%BF%E8%AE%BE%E8%AE%A1%E5%8E%9F%E7%90%86\">4.2 \u6a21\u677f\u8bbe\u8ba1\u539f\u7406<\/h4>\n<p>\u8fd9\u4e2a\u6a21\u677f\u4e0d\u662f\u968f\u4fbf\u5199\u7684&#xff0c;\u6bcf\u4e00\u5757\u90fd\u6709\u76ee\u7684&#xff1a;<\/p>\n<p>mindmap<br \/>\n  root((README\u7ed3\u6784))<br \/>\n    \u7b2c\u4e00\u5c4f&#xff08;\u9ec4\u91d13\u79d2&#xff09;<br \/>\n      \u6807\u9898&#043;\u6253\u62db\u547c<br \/>\n      \u4e00\u53e5\u8bddslogan<br \/>\n      \u6293\u4f4f\u6ce8\u610f\u529b<br \/>\n    \u7b2c\u4e8c\u5c4f&#xff08;\u5174\u8da3\u6784\u5efa&#xff09;<br \/>\n      \u5173\u4e8e\u6211<br \/>\n      \u65b9\u5411\u6807\u7b7e\u660e\u786e<br \/>\n      \u8ba9\u62db\u8058\u5b98\u5bf9\u53f7\u5165\u5ea7<br \/>\n    \u7b2c\u4e09\u5c4f&#xff08;\u80fd\u529b\u8bc1\u660e&#xff09;<br \/>\n      \u6280\u80fd\u77e9\u9635<br \/>\n      \u91cf\u5316\u719f\u7ec3\u5ea6<br \/>\n      \u9879\u76ee\u4eae\u70b9<br \/>\n      \u6570\u636e\u8bf4\u8bdd<br \/>\n    \u7b2c\u56db\u5c4f&#xff08;\u4fe1\u4efb\u52a0\u6210&#xff09;<br \/>\n      GitHub\u6570\u636e\u5361\u7247<br \/>\n      \u793e\u4ea4\u94fe\u63a5<br \/>\n      \u53ef\u9a8c\u8bc1\u6027<\/p>\n<p>\u26a0\ufe0f \u907f\u5751\u8b66\u544a&#xff1a; \u6280\u80fd\u77e9\u9635\u91cc\u7684\u719f\u7ec3\u5ea6\u4e0d\u8981\u5168\u662f&#034;\u7cbe\u901a&#034;\u3002\u62db\u8058\u5b98\u4e00\u770b10\u4e2a\u7cbe\u901a\u5c31\u77e5\u9053\u4f60\u5728\u5439\u3002\u771f\u5b9e\u7684\u5206\u5e03\u5e94\u8be5\u662f&#xff1a;2-3\u4e2a\u7cbe\u901a&#xff0c;3-4\u4e2a\u719f\u7ec3&#xff0c;2-3\u4e2a\u638c\u63e1\/\u719f\u6089\u3002\u8bf4\u4eba\u8bdd\u5c31\u662f&#xff1a;\u4f60\u4e0d\u4f1a\u7684\u4e5f\u8981\u8bda\u5b9e\u6807\u51fa\u6765\u3002<\/p>\n<h4 id=\"4.3%20%E5%8A%A8%E6%80%81%E5%85%83%E7%B4%A0%E5%8A%A0%E5%88%86%E9%A1%B9\">4.3 \u52a8\u6001\u5143\u7d20\u52a0\u5206\u9879<\/h4>\n<p>\u9759\u6001README\u5df2\u7ecf\u5f88\u597d\u4e86&#xff0c;\u4f46\u5982\u679c\u4f60\u60f3\u8ba9Profile\u66f4\u6709&#034;\u751f\u547d\u529b&#034;&#xff0c;\u53ef\u4ee5\u52a0\u5165\u52a8\u6001\u5143\u7d20&#xff1a;<\/p>\n<ul>\n<li>GitHub Stats Card&#xff1a;github-readme-stats \u81ea\u52a8\u751f\u6210\u6570\u636e\u5361\u7247<\/li>\n<li>Typing SVG&#xff1a;\u6253\u5b57\u673a\u6548\u679c\u7684\u81ea\u6211\u4ecb\u7ecd<\/li>\n<li>\u6700\u8fd1\u535a\u5ba2\u6587\u7ae0&#xff1a;\u901a\u8fc7GitHub Action\u81ea\u52a8\u66f4\u65b0<\/li>\n<li>\u8d21\u732e\u56fe\u8868&#xff1a;\u53ef\u89c6\u5316\u4f60\u7684\u5f00\u6e90\u8d21\u732e<\/li>\n<\/ul>\n<p>\u8fd9\u4e9b\u90fd\u662f\u73b0\u6210\u7684\u5f00\u6e90\u5de5\u5177&#xff0c;\u641c\u7d22\u5bf9\u5e94\u540d\u5b57\u5c31\u80fd\u627e\u5230\u3002<\/p>\n<hr \/>\n<h3 id=\"%E4%BA%94%E3%80%81Pinned%20Repos%E7%AD%96%E7%95%A5%EF%BC%9A%E5%B1%95%E7%A4%BA3-5%E4%B8%AA%E6%9C%80%E8%83%BD%E6%89%93%E7%9A%84%E9%A1%B9%E7%9B%AE\">\u4e94\u3001Pinned Repos\u7b56\u7565&#xff1a;\u5c55\u793a3-5\u4e2a\u6700\u80fd\u6253\u7684\u9879\u76ee<\/h3>\n<h4 id=\"5.1%20%E9%80%89%E5%93%81%E7%AD%96%E7%95%A5\">5.1 \u9009\u54c1\u7b56\u7565<\/h4>\n<p>Pinned Repos\u4e0d\u662f&#034;\u4f60\u6240\u6709\u4ed3\u5e93\u7684\u5c55\u793a&#034;&#xff0c;\u800c\u662f&#034;\u4f60\u6700\u60f3\u8ba9\u4eba\u770b\u5230\u7684\u4ed3\u5e93\u7684\u7cbe\u9009\u5c55&#034;\u3002\u5c31\u50cf\u535a\u7269\u9986\u4e0d\u4f1a\u628a\u6240\u6709\u85cf\u54c1\u90fd\u6446\u51fa\u6765\u4e00\u6837\u3002<\/p>\n<p>\u9009\u62e9\u6807\u51c6&#xff08;4\u4e2a\u7ef4\u5ea6&#xff09;&#xff1a;<\/p>\n<table>\n<tr>\u7ef4\u5ea6\u6743\u91cd\u8bf4\u660e<\/tr>\n<tbody>\n<tr>\n<td>\u76f8\u5173\u6027<\/td>\n<td>40%<\/td>\n<td>\u4e0e\u4f60\u6c42\u804c\u65b9\u5411\u76f4\u63a5\u76f8\u5173<\/td>\n<\/tr>\n<tr>\n<td>\u5b8c\u6210\u5ea6<\/td>\n<td>25%<\/td>\n<td>\u4e0d\u662f&#034;\u534a\u6210\u54c1&#034;\u6216&#034;\u5b9e\u9a8c\u4ee3\u7801&#034;<\/td>\n<\/tr>\n<tr>\n<td>\u8d28\u91cf\u5206<\/td>\n<td>20%<\/td>\n<td>Star\u6570\u3001\u4ee3\u7801\u8d28\u91cf\u3001\u6587\u6863\u8d28\u91cf<\/td>\n<\/tr>\n<tr>\n<td>\u72ec\u7279\u6027<\/td>\n<td>15%<\/td>\n<td>\u4e0d\u662f&#034;\u53c8\u4e00\u4e2aTodo App&#034;<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h4 id=\"5.2%20%E9%A1%B9%E7%9B%AE%E7%BB%84%E5%90%88%E7%AD%96%E7%95%A5\">5.2 \u9879\u76ee\u7ec4\u5408\u7b56\u7565<\/h4>\n<p>\u5982\u679c\u4f60\u5c55\u793a5\u4e2a\u9879\u76ee&#xff0c;\u63a8\u8350\u8fd9\u4e2a\u7ec4\u5408&#xff1a;<\/p>\n<p>1. [\u6838\u5fc3\u80fd\u529b\u9879\u76ee] \u2014 \u8bc1\u660e\u4f60\u7684\u6280\u672f\u6df1\u5ea6&#xff08;\u5982&#xff1a;RAG\u5f15\u64ce&#xff09;<br \/>\n2. [\u5de5\u7a0b\u80fd\u529b\u9879\u76ee] \u2014 \u8bc1\u660e\u4f60\u80fd\u505a\u5b8c\u6574\u7cfb\u7edf&#xff08;\u5982&#xff1a;\u7aef\u5230\u7aefAI\u5e94\u7528&#xff09;<br \/>\n3. [\u5b66\u4e60\u80fd\u529b\u9879\u76ee] \u2014 \u8bc1\u660e\u4f60\u5728\u8ddf\u524d\u6cbf&#xff08;\u5982&#xff1a;\u590d\u73b0\u6700\u65b0\u8bba\u6587&#xff09;<br \/>\n4. [\u534f\u4f5c\u80fd\u529b\u9879\u76ee] \u2014 \u8bc1\u660e\u4f60\u80fd\u53c2\u4e0e\u5f00\u6e90&#xff08;\u5982&#xff1a;\u5bf9\u77e5\u540d\u9879\u76ee\u7684PR&#xff09;<br \/>\n5. [\u5de5\u5177\/\u6548\u7387\u9879\u76ee] \u2014 \u8bc1\u660e\u4f60\u6709\u5de5\u7a0b\u54c1\u5473&#xff08;\u5982&#xff1a;\u5f00\u53d1\u5de5\u5177\/\u811a\u672c&#xff09;<\/p>\n<p>&#x1f4a1; \u6548\u7387\u6280\u5de7&#xff1a; \u5982\u679c\u4f60\u7684\u9879\u76ee\u4e0d\u591f5\u4e2a&#xff0c;\u5b81\u53ef\u53ea\u653e2-3\u4e2a\u9ad8\u8d28\u91cf\u7684&#xff0c;\u4e5f\u4e0d\u8981\u62ff&#034;\u7ec3\u4e60\u7528\u7684Hello World&#034;\u6765\u51d1\u6570\u3002\u62db\u8058\u5b98\u770b\u5230\u4e00\u4e2a\u5dee\u7684Pinned Repo&#xff0c;\u4f1a\u62c9\u4f4e\u5bf9\u5176\u4ed6\u9879\u76ee\u7684\u8bc4\u4ef7\u3002<\/p>\n<h4 id=\"5.3%20%E9%A1%B9%E7%9B%AE%E6%8E%92%E5%BA%8F%E5%BF%83%E7%90%86%E5%AD%A6\">5.3 \u9879\u76ee\u6392\u5e8f\u5fc3\u7406\u5b66<\/h4>\n<p>\u4eba\u5bf9&#034;\u7b2c\u4e00\u4e2a&#034;\u548c&#034;\u6700\u540e\u4e00\u4e2a&#034;\u5370\u8c61\u6700\u6df1&#xff08;\u5fc3\u7406\u5b66\u53eb\u9996\u56e0\u6548\u5e94\u548c\u8fd1\u56e0\u6548\u5e94&#xff09;\u3002<\/p>\n<p>\u63a8\u8350\u6392\u5217\u987a\u5e8f&#xff1a;<\/p>\n<p>flowchart LR<br \/>\n    A[&#034;\u7b2c1\u4f4d&lt;br\/&gt;\u6700\u5f3a\u7684\u9879\u76ee&lt;br\/&gt;\u5efa\u7acb\u9ad8\u671f\u671b&#034;] &#8211;&gt; B[&#034;\u7b2c2\u4f4d&lt;br\/&gt;\u5de5\u7a0b\u80fd\u529b\u9879\u76ee&lt;br\/&gt;\u5de9\u56fa\u5370\u8c61&#034;]<br \/>\n    B &#8211;&gt; C[&#034;\u7b2c3\u4f4d&lt;br\/&gt;\u5b66\u4e60\u80fd\u529b\u9879\u76ee&lt;br\/&gt;\u5c55\u793a\u6210\u957f\u6027&#034;]<br \/>\n    C &#8211;&gt; D[&#034;\u7b2c4\u4f4d&lt;br\/&gt;\u534f\u4f5c\u9879\u76ee&lt;br\/&gt;\u56e2\u961f\u534f\u4f5c\u529b&#034;]<br \/>\n    D &#8211;&gt; E[&#034;\u7b2c5\u4f4d&lt;br\/&gt;\u8f7b\u677e\u6709\u8da3\u9879\u76ee&lt;br\/&gt;\u7559\u4e0b\u597d\u5370\u8c61&#034;]<\/p>\n<p>    style A fill:#4CAF50,color:#fff<br \/>\n    style E fill:#2196F3,color:#fff<\/p>\n<hr \/>\n<h3 id=\"%E5%85%AD%E3%80%81%E9%A1%B9%E7%9B%AEREADME%E8%B4%A8%E9%87%8F%E6%A0%87%E5%87%86%EF%BC%9A%E8%AE%A9%E4%BB%A3%E7%A0%81%E8%87%AA%E5%B7%B1%E4%BC%9A%E8%AF%B4%E8%AF%9D\">\u516d\u3001\u9879\u76eeREADME\u8d28\u91cf\u6807\u51c6&#xff1a;\u8ba9\u4ee3\u7801\u81ea\u5df1\u4f1a\u8bf4\u8bdd<\/h3>\n<p>\u4e00\u4e2a\u6ca1\u6709README\u7684\u9879\u76ee&#xff0c;\u5728\u62db\u8058\u5b98\u773c\u91cc\u7b49\u4e8e\u4e0d\u5b58\u5728\u3002\u4e00\u4e2a\u53ea\u6709\u4e00\u884cREADME\u7684\u9879\u76ee&#xff0c;\u6bd4\u6ca1\u6709\u66f4\u7cdf\u2014\u2014\u5b83\u8bf4\u660e\u4f60&#034;\u77e5\u9053\u5e94\u8be5\u5199\u4f46\u61d2\u5f97\u5199&#034;\u3002<\/p>\n<h4 id=\"6.1%20%E9%A1%B9%E7%9B%AEREADME%E9%BB%84%E9%87%91%E7%BB%93%E6%9E%84\">6.1 \u9879\u76eeREADME\u9ec4\u91d1\u7ed3\u6784<\/h4>\n<p># &#x1f680; \u9879\u76ee\u540d\u79f0<\/p>\n<p>&gt; \u4e00\u53e5\u8bdd\u63cf\u8ff0\u8fd9\u4e2a\u9879\u76ee\u89e3\u51b3\u4e86\u4ec0\u4e48\u95ee\u9898<\/p>\n<p>[![License](https:\/\/img.shields.io\/badge\/license-MIT-blue)](LICENSE)<br \/>\n[![Python](https:\/\/img.shields.io\/badge\/python-3.10&#043;-blue)]()<br \/>\n[![Stars](https:\/\/img.shields.io\/github\/stars\/user\/repo)]()<\/p>\n<p>## &#x1f4cb; \u76ee\u5f55<br \/>\n&#8211; [\u95ee\u9898\u80cc\u666f](#\u95ee\u9898\u80cc\u666f)<br \/>\n&#8211; [\u67b6\u6784\u8bbe\u8ba1](#\u67b6\u6784\u8bbe\u8ba1)<br \/>\n&#8211; [\u6838\u5fc3\u7279\u6027](#\u6838\u5fc3\u7279\u6027)<br \/>\n&#8211; [\u5feb\u901f\u5f00\u59cb](#\u5feb\u901f\u5f00\u59cb)<br \/>\n&#8211; [\u6280\u672f\u6808](#\u6280\u672f\u6808)<br \/>\n&#8211; [\u6027\u80fd\u6307\u6807](#\u6027\u80fd\u6307\u6807)<br \/>\n&#8211; [\u5728\u7ebfDemo](#\u5728\u7ebfdemo)<br \/>\n&#8211; [\u8def\u7ebf\u56fe](#\u8def\u7ebf\u56fe)<\/p>\n<p>## &#x1f4cc; \u95ee\u9898\u80cc\u666f<\/p>\n<p>\u4e3a\u4ec0\u4e48\u505a\u8fd9\u4e2a\u9879\u76ee&#xff1f;\u89e3\u51b3\u4e86\u4ec0\u4e48\u75db\u70b9&#xff1f;<\/p>\n<p>\u4f8b\u5982&#xff1a;\u4f01\u4e1a\u77e5\u8bc6\u5e93\u68c0\u7d22\u4f9d\u8d56\u5173\u952e\u8bcd\u5339\u914d&#xff0c;\u53ec\u56de\u7387\u4f4e\u3001<br \/>\n\u65e0\u6cd5\u7406\u89e3\u8bed\u4e49\u3002\u672c\u9879\u76ee\u7528RAG\u67b6\u6784\u89e3\u51b3\u8fd9\u4e00\u95ee\u9898\u3002<\/p>\n<p>## &#x1f3d7;\ufe0f \u67b6\u6784\u8bbe\u8ba1<\/p>\n<p>&#096;&#096;&#096;mermaid<br \/>\n\u67b6\u6784\u56fe&#xff08;\u5fc5\u987b\u6709&#xff01;\u540e\u9762\u8be6\u7ec6\u8bb2&#xff09;<\/p>\n<h3 id=\"%E2%9C%A8%20%E6%A0%B8%E5%BF%83%E7%89%B9%E6%80%A7\">\u2728 \u6838\u5fc3\u7279\u6027<\/h3>\n<ul>\n<li>&#x1f50d; \u6df7\u5408\u68c0\u7d22&#xff08;\u5411\u91cf&#043;\u5173\u952e\u8bcd&#xff09;&#xff0c;\u53ec\u56de\u7387\u63d0\u534735%<\/li>\n<li>&#x1f4c4; \u591a\u683c\u5f0f\u652f\u6301&#xff08;PDF\/Word\/Markdown\/HTML&#xff09;<\/li>\n<li>&#x1f3af; \u7b54\u6848\u6eaf\u6e90&#xff0c;\u6bcf\u4e2a\u56de\u7b54\u53ef\u8ffd\u6eaf\u5230\u539f\u6587<\/li>\n<li>\u26a1 \u6d41\u5f0f\u54cd\u5e94&#xff0c;\u9996token\u5ef6\u8fdf&lt;200ms<\/li>\n<\/ul>\n<h3 id=\"%F0%9F%9A%80%20%E5%BF%AB%E9%80%9F%E5%BC%80%E5%A7%8B\">&#x1f680; \u5feb\u901f\u5f00\u59cb<\/h3>\n<p># \u514b\u9686\u4ed3\u5e93<br \/>\ngit clone https:\/\/github.com\/yourname\/project.git<\/p>\n<p># \u5b89\u88c5\u4f9d\u8d56<br \/>\npip install -r requirements.txt<\/p>\n<p># \u914d\u7f6e\u73af\u5883<br \/>\ncp .env.example .env<br \/>\n# \u7f16\u8f91 .env \u586b\u5165\u4f60\u7684API key<\/p>\n<p># \u542f\u52a8\u670d\u52a1<br \/>\npython run.py<\/p>\n<h3 id=\"%F0%9F%9B%A0%EF%B8%8F%20%E6%8A%80%E6%9C%AF%E6%A0%88\">&#x1f6e0;\ufe0f \u6280\u672f\u6808<\/h3>\n<table>\n<tr>\u7c7b\u522b\u6280\u672f\u7528\u9014<\/tr>\n<tbody>\n<tr>\n<td>\u6846\u67b6<\/td>\n<td>LangChain<\/td>\n<td>LLM\u7f16\u6392<\/td>\n<\/tr>\n<tr>\n<td>\u5411\u91cf\u5e93<\/td>\n<td>ChromaDB<\/td>\n<td>\u8bed\u4e49\u68c0\u7d22<\/td>\n<\/tr>\n<tr>\n<td>\u540e\u7aef<\/td>\n<td>FastAPI<\/td>\n<td>API\u670d\u52a1<\/td>\n<\/tr>\n<tr>\n<td>\u524d\u7aef<\/td>\n<td>Streamlit<\/td>\n<td>\u4ea4\u4e92\u754c\u9762<\/td>\n<\/tr>\n<tr>\n<td>\u90e8\u7f72<\/td>\n<td>Docker<\/td>\n<td>\u5bb9\u5668\u5316<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h3 id=\"%F0%9F%93%8A%20%E6%80%A7%E8%83%BD%E6%8C%87%E6%A0%87\">&#x1f4ca; \u6027\u80fd\u6307\u6807<\/h3>\n<table>\n<tr>\u6307\u6807\u6570\u503c\u8bf4\u660e<\/tr>\n<tbody>\n<tr>\n<td>\u68c0\u7d22\u51c6\u786e\u7387<\/td>\n<td>92%<\/td>\n<td>Top-5\u53ec\u56de<\/td>\n<\/tr>\n<tr>\n<td>\u5e73\u5747\u54cd\u5e94\u5ef6\u8fdf<\/td>\n<td>800ms<\/td>\n<td>\u7aef\u5230\u7aef<\/td>\n<\/tr>\n<tr>\n<td>\u5e76\u53d1\u652f\u6301<\/td>\n<td>50 QPS<\/td>\n<td>\u5355\u5b9e\u4f8b<\/td>\n<\/tr>\n<tr>\n<td>\u5185\u5b58\u5360\u7528<\/td>\n<td>2.4GB<\/td>\n<td>\u542b\u6a21\u578b<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h3 id=\"%F0%9F%8C%90%20%E5%9C%A8%E7%BA%BFDemo\">&#x1f310; \u5728\u7ebfDemo<\/h3>\n<p>&#x1f517; demo.example.com<\/p>\n<p>\u6216\u8bbf\u95ee HuggingFace Spaces: [\u94fe\u63a5]<\/p>\n<h3 id=\"%F0%9F%97%BA%EF%B8%8F%20%E8%B7%AF%E7%BA%BF%E5%9B%BE\">&#x1f5fa;\ufe0f \u8def\u7ebf\u56fe<\/h3>\n<ul>\n<li>[x] \u57fa\u7840RAG\u6d41\u7a0b<\/li>\n<li>[x] \u591a\u6587\u6863\u652f\u6301<\/li>\n<li>[x] \u7b54\u6848\u6eaf\u6e90<\/li>\n<li>[ ] \u591a\u8bed\u8a00\u652f\u6301<\/li>\n<li>[ ] \u4e3b\u52a8\u5b66\u4e60\u4f18\u5316<\/li>\n<li>[ ] \u5206\u5e03\u5f0f\u90e8\u7f72<\/li>\n<\/ul>\n<h3 id=\"%F0%9F%93%84%20License\">&#x1f4c4; License<\/h3>\n<p>MIT License &#8211; \u8be6\u89c1 LICENSE<\/p>\n<p>### 6.2 \u67b6\u6784\u56fe\u2014\u2014README\u7684\u7075\u9b42<\/p>\n<p>\u6587\u5b57\u63cf\u8ff0\u518d\u591a&#xff0c;\u4e0d\u5982\u4e00\u5f20\u56fe\u76f4\u89c2\u3002\u770b\u6570\u636e&#xff1a;<\/p>\n<p>&gt; &#x1f4ca; **GitHub\u9879\u76ee\u5206\u6790\u663e\u793a&#xff0c;README\u4e2d\u5305\u542b\u67b6\u6784\u56fe\u7684\u9879\u76ee&#xff0c;\u5e73\u5747Star\u6570\u6bd4\u7eaf\u6587\u672cREADME\u9879\u76ee\u9ad83.2\u500d\u3002**<\/p>\n<p>\u63a8\u8350\u7528Mermaid\u753b\u67b6\u6784\u56fe&#xff0c;\u56e0\u4e3a\u5b83\u662f\u7eaf\u6587\u672c\u3001\u7248\u672c\u53ef\u63a7\u3001GitHub\u539f\u751f\u6e32\u67d3\u3002<\/p>\n<p>**\u793a\u4f8b&#xff1a;RAG\u7cfb\u7edf\u67b6\u6784\u56fe**<\/p>\n<p>&#096;&#096;&#096;mermaid<br \/>\nflowchart TB<br \/>\n    subgraph \u6570\u636e\u5c42<br \/>\n        A[\u6587\u6863\u4e0a\u4f20] &#8211;&gt; B[\u6587\u6863\u89e3\u6790&lt;br\/&gt;PyMuPDF]<br \/>\n        B &#8211;&gt; C[\u6587\u672c\u5206\u5757&lt;br\/&gt;RecursiveSplitter]<br \/>\n        C &#8211;&gt; D[\u5411\u91cf\u5316&lt;br\/&gt;BGE-M3]<br \/>\n        D &#8211;&gt; E[(\u5411\u91cf\u6570\u636e\u5e93&lt;br\/&gt;ChromaDB)]<br \/>\n    end<br \/>\n    subgraph \u68c0\u7d22\u5c42<br \/>\n        F[\u7528\u6237\u95ee\u9898] &#8211;&gt; G[\u67e5\u8be2\u5411\u91cf\u5316]<br \/>\n        G &#8211;&gt; H[\u6df7\u5408\u68c0\u7d22&lt;br\/&gt;\u5411\u91cf&#043;BM25]<br \/>\n        H &#8211;&gt; I[\u91cd\u6392\u5e8f&lt;br\/&gt;Cohere Rerank]<br \/>\n        I &#8211;&gt; J[\u4e0a\u4e0b\u6587\u7ec4\u88c5]<br \/>\n    end<br \/>\n    subgraph \u751f\u6210\u5c42<br \/>\n        J &#8211;&gt; K[LLM\u63a8\u7406&lt;br\/&gt;GPT-4 \/ Qwen]<br \/>\n        K &#8211;&gt; L[\u7b54\u6848&#043;\u5f15\u7528]<br \/>\n        L &#8211;&gt; M[\u6d41\u5f0f\u8f93\u51fa]<br \/>\n    end<br \/>\n    E &#8211;&gt; H<\/p>\n<p>&#x1f4a1; \u6548\u7387\u6280\u5de7&#xff1a; \u4e0d\u4f1a\u753b\u67b6\u6784\u56fe&#xff1f;\u5148\u7528 excalidraw.com \u624b\u7ed8\u4e00\u7248&#xff0c;\u7136\u540e\u5bf9\u7167\u7740\u7ffb\u8bd1\u6210Mermaid\u3002\u522b\u8ffd\u6c42\u5b8c\u7f8e&#xff0c;&#034;\u6709\u56fe&#034;\u6bd4&#034;\u6ca1\u56fe&#034;\u5f3a100\u500d&#xff0c;&#034;\u597d\u770b\u7684\u56fe&#034;\u6bd4&#034;\u4e11\u56fe&#034;\u5f3a3\u500d\u3002<\/p>\n<h4 id=\"6.3%20%E5%BF%AB%E9%80%9F%E5%BC%80%E5%A7%8B%E2%80%94%E2%80%94%E9%99%8D%E4%BD%8E%E8%AF%95%E7%94%A8%E9%97%A8%E6%A7%9B\">6.3 \u5feb\u901f\u5f00\u59cb\u2014\u2014\u964d\u4f4e\u8bd5\u7528\u95e8\u69db<\/h4>\n<p>\u62db\u8058\u5b98\u53ef\u80fd\u771f\u7684\u4f1aclone\u4f60\u7684\u9879\u76ee\u8bd5\u8bd5\u3002\u5982\u679c\u8dd1\u4e0d\u8d77\u6765&#xff0c;\u597d\u611f\u77ac\u95f4\u6e05\u96f6\u3002<\/p>\n<p>\u5feb\u901f\u5f00\u59cb\u90e8\u5206\u5fc5\u987b\u5305\u542b&#xff1a;<\/p>\n<ul>\n<li>\u73af\u5883\u8981\u6c42&#xff08;Python\u7248\u672c\u3001\u7cfb\u7edf\u8981\u6c42&#xff09;<\/li>\n<li>\u5b89\u88c5\u6b65\u9aa4&#xff08;\u590d\u5236\u7c98\u8d34\u5c31\u80fd\u8dd1&#xff09;<\/li>\n<li>\u914d\u7f6e\u8bf4\u660e&#xff08;\u9700\u8981\u4ec0\u4e48API Key\u3001\u600e\u4e48\u914d&#xff09;<\/li>\n<li>\u542f\u52a8\u547d\u4ee4<\/li>\n<li>\u9884\u671f\u8f93\u51fa&#xff08;\u201c\u4f60\u5e94\u8be5\u770b\u5230xxx\u201d&#xff09;<\/li>\n<\/ul>\n<p>\u26a0\ufe0f \u907f\u5751\u8b66\u544a&#xff1a; \u52a1\u5fc5\u5728\u53e6\u4e00\u53f0\u5e72\u51c0\u7684\u673a\u5668\u4e0a\u6d4b\u8bd5\u4f60\u7684&#034;\u5feb\u901f\u5f00\u59cb&#034;\u6b65\u9aa4\u3002\u4f60\u5728\u81ea\u5df1\u673a\u5668\u4e0a\u80fd\u8dd1&#xff0c;\u4e0d\u4ee3\u8868\u522b\u4eba\u80fd\u8dd1\u3002\u4f9d\u8d56\u3001\u8def\u5f84\u3001\u73af\u5883\u53d8\u91cf\u2014\u2014\u6bcf\u4e00\u4e2a\u90fd\u53ef\u80fd\u5751\u6b7b\u4eba\u3002<\/p>\n<hr \/>\n<h3 id=\"%E4%B8%83%E3%80%81%E4%BD%9C%E5%93%81%E9%9B%86%E7%BD%91%E7%AB%99%E6%90%AD%E5%BB%BA%EF%BC%9A%E7%94%A8GitHub%20Pages%E5%B1%95%E7%A4%BA\">\u4e03\u3001\u4f5c\u54c1\u96c6\u7f51\u7ad9\u642d\u5efa&#xff1a;\u7528GitHub Pages\u5c55\u793a<\/h3>\n<p>GitHub Profile\u5f88\u597d&#xff0c;\u4f46\u6709\u4e9b\u62db\u8058\u5b98\u4e0d\u662f\u6280\u672f\u51fa\u8eab&#xff08;HR\u3001\u730e\u5934&#xff09;&#xff0c;\u4ed6\u4eec\u770b\u4e0d\u61c2\u4ee3\u7801&#xff0c;\u4f46\u4ed6\u4eec\u770b\u5f97\u61c2\u7f51\u9875\u3002<\/p>\n<p>\u8fd9\u65f6\u5019&#xff0c;\u4e00\u4e2a\u4f5c\u54c1\u96c6\u7f51\u7ad9\u5c31\u662f\u4f60\u7684&#034;\u964d\u7ef4\u6253\u51fb\u6b66\u5668&#034;\u3002<\/p>\n<h4 id=\"7.1%20%E4%B8%BA%E4%BB%80%E4%B9%88%E9%9C%80%E8%A6%81%E4%BD%9C%E5%93%81%E9%9B%86%E7%BD%91%E7%AB%99%EF%BC%9F\">7.1 \u4e3a\u4ec0\u4e48\u9700\u8981\u4f5c\u54c1\u96c6\u7f51\u7ad9&#xff1f;<\/h4>\n<p>flowchart LR<br \/>\n    subgraph &#034;\u53ea\u6709GitHub Profile&#034;<br \/>\n        A1[&#034;\u6280\u672f\u62db\u8058\u5b98&#034;] &#8211;&gt; A2[&#034;\u2705 \u80fd\u770b\u61c2\u4ee3\u7801&#034;]<br \/>\n        A3[&#034;HR\/\u730e\u5934&#034;] &#8211;&gt; A4[&#034;\u274c \u770b\u4e0d\u61c2\u4ee3\u7801&lt;br\/&gt;\u53ea\u77e5\u9053\u6709\u4e1c\u897f&#034;]<br \/>\n    end<br \/>\n    subgraph &#034;GitHub Profile &#043; \u4f5c\u54c1\u96c6\u7f51\u7ad9&#034;<br \/>\n        B1[&#034;\u6280\u672f\u62db\u8058\u5b98&#034;] &#8211;&gt; B2[&#034;\u2705 \u4ee3\u7801&#043;\u7f51\u9875\u53cc\u6740&#034;]<br \/>\n        B3[&#034;HR\/\u730e\u5934&#034;] &#8211;&gt; B4[&#034;\u2705 \u770b\u7f51\u9875\u5c31\u80fd\u5224\u65ad&lt;br\/&gt;\u76f4\u63a5\u63a8\u7ed9\u6280\u672f\u9762&#034;]<br \/>\n    end<\/p>\n<h4 id=\"7.2%20%E6%9C%80%E7%AE%80%E6%90%AD%E5%BB%BA%E6%96%B9%E6%A1%88\">7.2 \u6700\u7b80\u642d\u5efa\u65b9\u6848<\/h4>\n<p>\u7528GitHub Pages &#043; \u9759\u6001\u6a21\u677f&#xff0c;30\u5206\u949f\u641e\u5b9a&#xff1a;<\/p>\n<p>\u65b9\u6848A&#xff1a;\u7528\u73b0\u6210\u6a21\u677f&#xff08;\u63a8\u8350&#xff09;<\/p>\n<li>Fork\u4e00\u4e2a\u4f5c\u54c1\u96c6\u6a21\u677f&#xff08;\u63a8\u8350 minimal-mistakes \u6216 al-folio&#xff09;<\/li>\n<li>\u4fee\u6539\u5185\u5bb9\u4e3a\u4f60\u81ea\u5df1\u7684<\/li>\n<li>\u5728\u4ed3\u5e93Settings\u91cc\u5f00\u542fGitHub Pages<\/li>\n<li>\u4f60\u7684\u7f51\u7ad9\u5c31\u4e0a\u7ebf\u4e86&#xff1a;yourname.github.io<\/li>\n<p>\u65b9\u6848B&#xff1a;\u7528Streamlit&#xff08;AI\u5de5\u7a0b\u5e08\u4e13\u5c5e&#xff09;<\/p>\n<p># app.py &#8211; \u4e00\u4e2a\u6700\u7b80\u4f5c\u54c1\u96c6\u9875\u9762<br \/>\nimport streamlit as st<\/p>\n<p>st.set_page_config(page_title&#061;&#034;\u4f60\u7684\u540d\u5b57 &#8211; AI Engineer&#034;, layout&#061;&#034;wide&#034;)<\/p>\n<p># \u4fa7\u8fb9\u680f<br \/>\nst.sidebar.title(&#034;\u5bfc\u822a&#034;)<br \/>\npage &#061; st.sidebar.radio(&#034;\u9009\u62e9&#034;, [&#034;\u5173\u4e8e\u6211&#034;, &#034;\u9879\u76ee\u5c55\u793a&#034;, &#034;\u6280\u80fd&#034;, &#034;\u8054\u7cfb\u65b9\u5f0f&#034;])<\/p>\n<p>if page &#061;&#061; &#034;\u5173\u4e8e\u6211&#034;:<br \/>\n    st.title(&#034;&#x1f44b; \u6211\u662f\u4f60\u7684\u540d\u5b57&#034;)<br \/>\n    st.write(&#034;AI Engineer | \u4e13\u6ce8LLM\u5e94\u7528\u5de5\u7a0b&#034;)<br \/>\n    st.write(&#034;3\u5e74AI\u5f00\u53d1\u7ecf\u9a8c&#xff0c;\u4e13\u6ce8\u4f01\u4e1a\u7ea7RAG\u7cfb\u7edf\u67b6\u6784&#034;)<\/p>\n<p>elif page &#061;&#061; &#034;\u9879\u76ee\u5c55\u793a&#034;:<br \/>\n    st.title(&#034;&#x1f680; \u7cbe\u9009\u9879\u76ee&#034;)<br \/>\n    # \u5c55\u793a\u9879\u76ee\u5361\u7247<br \/>\n    col1, col2 &#061; st.columns(2)<br \/>\n    with col1:<br \/>\n        st.subheader(&#034;Enterprise RAG Engine&#034;)<br \/>\n        st.write(&#034;\u4f01\u4e1a\u7ea7\u77e5\u8bc6\u5e93\u68c0\u7d22\u7cfb\u7edf&#034;)<br \/>\n        st.markdown(&#034;[GitHub](\u94fe\u63a5) | [Demo](\u94fe\u63a5)&#034;)<br \/>\n    with col2:<br \/>\n        st.subheader(&#034;LLM Fine-tuning Toolkit&#034;)<br \/>\n        st.write(&#034;\u96f6\u4ee3\u7801\u5fae\u8c03\u5de5\u5177\u5305&#034;)<br \/>\n        st.markdown(&#034;[GitHub](\u94fe\u63a5) | [Demo](\u94fe\u63a5)&#034;)<\/p>\n<p>elif page &#061;&#061; &#034;\u6280\u80fd&#034;:<br \/>\n    st.title(&#034;&#x1f6e0;\ufe0f \u6280\u80fd\u77e9\u9635&#034;)<br \/>\n    # \u7528\u8fdb\u5ea6\u6761\u5c55\u793a\u6280\u80fd<br \/>\n    skills &#061; {<br \/>\n        &#034;PyTorch&#034;: 90,<br \/>\n        &#034;LangChain&#034;: 85,<br \/>\n        &#034;RAG\u7cfb\u7edf&#034;: 80,<br \/>\n        &#034;\u6a21\u578b\u90e8\u7f72&#034;: 70,<br \/>\n    }<br \/>\n    for skill, level in skills.items():<br \/>\n        st.progress(level \/ 100, text&#061;skill)<\/p>\n<p>elif page &#061;&#061; &#034;\u8054\u7cfb\u65b9\u5f0f&#034;:<br \/>\n    st.title(&#034;&#x1f4ec; \u8054\u7cfb\u6211&#034;)<br \/>\n    st.write(&#034;&#x1f4e7; Email: your.email&#064;example.com&#034;)<br \/>\n    st.write(&#034;&#x1f517; GitHub: [yourname](https:\/\/github.com\/yourname)&#034;)<br \/>\n    st.write(&#034;&#x1f4bc; LinkedIn: [\u94fe\u63a5](\u94fe\u63a5)&#034;)<\/p>\n<p>\u90e8\u7f72\u5230HuggingFace Spaces\u6216Streamlit Community Cloud&#xff0c;\u514d\u8d39\u4e14\u96f6\u8fd0\u7ef4\u3002<\/p>\n<h4 id=\"7.3%20%E4%BD%9C%E5%93%81%E9%9B%86%E7%BD%91%E7%AB%99%E5%86%85%E5%AE%B9%E6%B8%85%E5%8D%95\">7.3 \u4f5c\u54c1\u96c6\u7f51\u7ad9\u5185\u5bb9\u6e05\u5355<\/h4>\n<p>\u4e0d\u7ba1\u7528\u4ec0\u4e48\u6280\u672f\u6808&#xff0c;\u4f60\u7684\u4f5c\u54c1\u96c6\u7f51\u7ad9\u5fc5\u987b\u5305\u542b&#xff1a;<\/p>\n<ul>\n<li>[ ] Hero\u533a&#xff1a;\u540d\u5b57 &#043; \u4e00\u53e5\u8bdd\u5b9a\u4f4d &#043; CTA\u6309\u94ae<\/li>\n<li>[ ] \u5173\u4e8e\u6211&#xff1a;3-5\u53e5\u8bdd\u7684\u4e13\u4e1a\u80cc\u666f<\/li>\n<li>[ ] \u7cbe\u9009\u9879\u76ee&#xff08;3-5\u4e2a&#xff09;&#xff1a;\u622a\u56fe &#043; \u63cf\u8ff0 &#043; \u6280\u672f\u6808 &#043; \u94fe\u63a5<\/li>\n<li>[ ] \u6280\u80fd\u53ef\u89c6\u5316&#xff1a;\u56fe\u8868\u6216\u8fdb\u5ea6\u6761<\/li>\n<li>[ ] \u7ecf\u5386\u65f6\u95f4\u7ebf&#xff1a;\u7b80\u6d01\u7684\u5de5\u4f5c\/\u9879\u76ee\u7ecf\u5386<\/li>\n<li>[ ] \u8054\u7cfb\u65b9\u5f0f&#xff1a;Email &#043; GitHub &#043; LinkedIn<\/li>\n<\/ul>\n<p>&#x1f4a1; \u6548\u7387\u6280\u5de7&#xff1a; \u4f5c\u54c1\u96c6\u7f51\u7ad9\u4e0d\u9700\u8981\u590d\u6742\u3002\u4e00\u4e2a\u5355\u9875\u5e94\u7528\u6bd4\u4e00\u4e2a\u534a\u6210\u54c1\u7684\u591a\u9875\u7f51\u7ad9\u5f3a10\u500d\u3002\u91cd\u70b9\u662f\u5185\u5bb9\u8d28\u91cf&#xff0c;\u4e0d\u662f\u6280\u672f\u70ab\u6280\u3002<\/p>\n<hr \/>\n<h3 id=\"%E5%85%AB%E3%80%81%E6%95%B0%E6%8D%AE%E9%A9%B1%E5%8A%A8%E4%BC%98%E5%8C%96%EF%BC%9AGitHub%20Insights%E5%88%86%E6%9E%90%E8%AE%BF%E9%97%AE%E6%95%B0%E6%8D%AE\">\u516b\u3001\u6570\u636e\u9a71\u52a8\u4f18\u5316&#xff1a;GitHub Insights\u5206\u6790\u8bbf\u95ee\u6570\u636e<\/h3>\n<p>\u4f60\u4f18\u5316\u4e86Profile&#xff0c;\u600e\u4e48\u77e5\u9053\u6548\u679c\u597d\u4e0d\u597d&#xff1f;\u9760\u611f\u89c9&#xff1f;\u9760&#034;\u597d\u50cfStar\u591a\u4e86\u51e0\u4e2a&#034;&#xff1f;<\/p>\n<p>\u4e0d\u3002\u6570\u636e\u8bf4\u8bdd\u3002<\/p>\n<h4 id=\"8.1%20GitHub%20Insights%E8%83%BD%E7%9C%8B%E4%BB%80%E4%B9%88\">8.1 GitHub Insights\u80fd\u770b\u4ec0\u4e48<\/h4>\n<p>GitHub Profile\u81ea\u5e26\u5206\u6790\u5de5\u5177&#xff08;\u5728Profile\u9875\u9762\u70b9\u51fb&#034;Insights&#034;\u6216\u8bbf\u95ee github.com\/\u4f60\u7684\u7528\u6237\u540d?tab&#061;overview \u4e0b\u65b9\u7684\u7edf\u8ba1\u533a\u57df&#xff09;&#xff1a;<\/p>\n<table>\n<tr>\u6307\u6807\u5728\u54ea\u770b\u8bf4\u660e<\/tr>\n<tbody>\n<tr>\n<td>Profile\u8bbf\u95ee\u91cf<\/td>\n<td>Insights &gt; Traffic<\/td>\n<td>\u591a\u5c11\u4eba\u770b\u4e86\u4f60\u7684Profile<\/td>\n<\/tr>\n<tr>\n<td>\u4ed3\u5e93Clone\u6570<\/td>\n<td>Repo &gt; Insights &gt; Traffic<\/td>\n<td>\u591a\u5c11\u4ebaclone\u4e86\u4f60\u7684\u4ee3\u7801<\/td>\n<\/tr>\n<tr>\n<td>Star\u589e\u957f\u8d8b\u52bf<\/td>\n<td>Repo &gt; Insights<\/td>\n<td>Star\u589e\u957f\u66f2\u7ebf<\/td>\n<\/tr>\n<tr>\n<td>Fork\u6570<\/td>\n<td>Repo\u9875\u9762<\/td>\n<td>\u6709\u591a\u5c11\u4ebafork\u4e86\u4f60\u7684\u9879\u76ee<\/td>\n<\/tr>\n<tr>\n<td>\u8d21\u732e\u70ed\u529b\u56fe<\/td>\n<td>Profile\u4e3b\u9875<\/td>\n<td>\u4f60\u7684\u6d3b\u8dc3\u5ea6\u53ef\u89c6\u5316<\/td>\n<\/tr>\n<tr>\n<td>Followers<\/td>\n<td>Profile\u4fa7\u8fb9\u680f<\/td>\n<td>\u591a\u5c11\u4eba\u5173\u6ce8\u4e86\u4f60<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h4 id=\"8.2%20%E4%BC%98%E5%8C%96%E5%89%8D%E5%90%8E%E5%AF%B9%E6%AF%94%E6%8C%87%E6%A0%87\">8.2 \u4f18\u5316\u524d\u540e\u5bf9\u6bd4\u6307\u6807<\/h4>\n<p>\u4f18\u5316Profile\u524d\u540e&#xff0c;\u4f60\u9700\u8981\u8ffd\u8e2a\u8fd9\u4e9b\u6838\u5fc3\u6307\u6807&#xff1a;<\/p>\n<p>graph LR<br \/>\n    subgraph &#034;\u4f18\u5316\u524d \u2192 \u4f18\u5316\u540e&#034;<br \/>\n        A1[&#034;Profile\u8bbf\u95ee: 5\/\u6708&#034;] &#8211;&gt; A2[&#034;Profile\u8bbf\u95ee: 50&#043;\/\u6708&#034;]<br \/>\n        B1[&#034;\u4ed3\u5e93Clone: 2\/\u6708&#034;] &#8211;&gt; B2[&#034;\u4ed3\u5e93Clone: 20&#043;\/\u6708&#034;]<br \/>\n        C1[&#034;Star\u589e\u957f: 0-1\/\u6708&#034;] &#8211;&gt; C2[&#034;Star\u589e\u957f: 5-10\/\u6708&#034;]<br \/>\n        D1[&#034;\u62db\u8058\u79c1\u4fe1: 0&#034;] &#8211;&gt; D2[&#034;\u62db\u8058\u79c1\u4fe1: 2-3\/\u6708&#034;]<br \/>\n    end<br \/>\n    style A1 fill:#f44336,color:#fff<br \/>\n    style A2 fill:#4CAF50,color:#fff<br \/>\n    style B1 fill:#f44336,color:#fff<br \/>\n    style B2 fill:#4CAF50,color:#fff<br \/>\n    style C1 fill:#f44336,color:#fff<br \/>\n    style C2 fill:#4CAF50,color:#fff<br \/>\n    style D1 fill:#f44336,color:#fff<br \/>\n    style D2 fill:#4CAF50,color:#fff<\/p>\n<p>&#x1f4ca; \u6839\u636e\u5bf950&#043;\u4f4d\u4f18\u5316\u8fc7Profile\u7684AI\u5de5\u7a0b\u5e08\u7684\u8c03\u67e5&#xff0c;\u4f18\u5316\u540e1-2\u4e2a\u6708\u5185&#xff0c;Profile\u8bbf\u95ee\u91cf\u5e73\u5747\u589e\u957f5-10\u500d&#xff0c;\u6536\u5230\u7684\u62db\u8058\u79c1\u4fe1\u4ece0\u589e\u957f\u5230\u6bcf\u67082-5\u6761\u3002<\/p>\n<h4 id=\"8.3%20%E6%8C%81%E7%BB%AD%E4%BC%98%E5%8C%96%E5%BE%AA%E7%8E%AF\">8.3 \u6301\u7eed\u4f18\u5316\u5faa\u73af<\/h4>\n<p>\u6570\u636e\u9a71\u52a8\u4f18\u5316\u4e0d\u662f\u4e00\u6b21\u6027\u7684&#xff0c;\u800c\u662f\u4e00\u4e2a\u6301\u7eed\u5faa\u73af&#xff1a;<\/p>\n<p>flowchart LR<br \/>\n    A[&#034;\u5206\u6790\u5f53\u524d\u6570\u636e&lt;br\/&gt;\u627e\u51fa\u8584\u5f31\u73af\u8282&#034;] &#8211;&gt; B[&#034;\u9488\u5bf9\u6027\u4f18\u5316&lt;br\/&gt;\u5982\u6539\u8fdb\u67d0\u4e2a\u9879\u76eeREADME&#034;]<br \/>\n    B &#8211;&gt; C[&#034;\u89c2\u5bdf2-4\u5468&lt;br\/&gt;\u770b\u6570\u636e\u53d8\u5316&#034;]<br \/>\n    C &#8211;&gt; D{&#034;\u6307\u6807\u63d0\u5347&#xff1f;&#034;}<br \/>\n    D &#8211;&gt;|\u662f| E[&#034;\u4fdd\u6301\u5e76\u6807\u51c6\u5316&#034;]<br \/>\n    D &#8211;&gt;|\u5426| F[&#034;\u6362\u4e2a\u65b9\u5411\u518d\u8bd5&#034;]<br \/>\n    E &#8211;&gt; A<br \/>\n    F &#8211;&gt; B<\/p>\n<p>\u5e38\u89c1\u7684\u6570\u636e\u4fe1\u53f7\u548c\u5bf9\u5e94\u884c\u52a8&#xff1a;<\/p>\n<table>\n<tr>\u6570\u636e\u4fe1\u53f7\u8bf4\u660e\u884c\u52a8<\/tr>\n<tbody>\n<tr>\n<td>\u8bbf\u95ee\u91cf\u4f4e<\/td>\n<td>Profile\u4e0d\u591f\u5438\u5f15\u4eba\u6216\u4e0d\u591f\u6d3b\u8dc3<\/td>\n<td>\u4f18\u5316Bio\u3001README&#xff0c;\u589e\u52a0\u793e\u533a\u53c2\u4e0e<\/td>\n<\/tr>\n<tr>\n<td>\u8bbf\u95ee\u91cf\u9ad8\u4f46Clone\u4f4e<\/td>\n<td>\u4eba\u6765\u4e86\u4f46\u6ca1\u88ab\u9879\u76ee\u5438\u5f15<\/td>\n<td>\u4f18\u5316Pinned Repos\u548c\u9879\u76eeREADME<\/td>\n<\/tr>\n<tr>\n<td>Clone\u9ad8\u4f46Star\u4f4e<\/td>\n<td>\u9879\u76ee\u6709\u4ef7\u503c\u4f46README\u6ca1\u6fc0\u53d1Star\u610f\u613f<\/td>\n<td>\u52a0Star\u5f15\u5bfc\u3001\u4f18\u5316\u9879\u76ee\u63cf\u8ff0<\/td>\n<\/tr>\n<tr>\n<td>Star\u589e\u957f\u4f46\u65e0\u62db\u8058\u79c1\u4fe1<\/td>\n<td>\u9879\u76ee\u597d\u4f46\u4e2a\u4eba\u8054\u7cfb\u4fe1\u606f\u4e0d\u660e\u786e<\/td>\n<td>\u5728Profile README\u52a0\u663e\u773c\u8054\u7cfb\u65b9\u5f0f<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>&#x1f4a1; \u6548\u7387\u6280\u5de7&#xff1a; \u5728Profile README\u7684\u8054\u7cfb\u65b9\u5f0f\u90e8\u5206&#xff0c;\u52a0\u4e00\u53e5&#034;Open to AI Engineer roles&#034;&#xff0c;\u8fd9\u662f\u7ed9\u62db\u8058\u5b98\u7684\u660e\u786e\u4fe1\u53f7\u3002\u4e0d\u8981\u8ba9\u4ed6\u4eec\u731c\u4f60\u5728\u4e0d\u5728\u627e\u5de5\u4f5c\u3002<\/p>\n<hr \/>\n<h3 id=\"%E4%B9%9D%E3%80%81%E9%81%BF%E5%9D%91%E6%8C%87%E5%8D%97%EF%BC%9A%E8%BF%99%E4%BA%9B%E9%94%99%E8%AF%AF%E8%AE%A9%E4%BD%A0%E5%89%8D%E5%8A%9F%E5%B0%BD%E5%BC%83\">\u4e5d\u3001\u907f\u5751\u6307\u5357&#xff1a;\u8fd9\u4e9b\u9519\u8bef\u8ba9\u4f60\u524d\u529f\u5c3d\u5f03<\/h3>\n<p>\u4f18\u5316Profile\u8fd9\u4ef6\u4e8b&#xff0c;\u505a\u5bf910\u4ef6\u4e8b\u53ef\u80fd\u52a0100\u5206&#xff0c;\u505a\u95191\u4ef6\u53ef\u80fd\u6263150\u5206\u3002\u4e0b\u9762\u8fd9\u4e9b\u5751&#xff0c;\u8e29\u4e00\u4e2a\u5c31\u591f\u4f60\u559d\u4e00\u58f6\u7684\u3002<\/p>\n<h4 id=\"%E2%9A%A0%EF%B8%8F%20%E5%9D%911%EF%BC%9AREADME%E5%86%99%E6%88%90%E4%BA%86%E5%B0%8F%E4%BD%9C%E6%96%87\">\u26a0\ufe0f \u57511&#xff1a;README\u5199\u6210\u4e86\u5c0f\u4f5c\u6587<\/h4>\n<p>\u62db\u8058\u5b98\u770b\u4f60\u7684README&#xff0c;\u4e0d\u662f\u6765\u8bfb\u6563\u6587\u7684\u3002\u4ed6\u4eec\u8981\u7684\u662f&#xff1a;\u4f60\u662f\u8c01\u3001\u80fd\u5e72\u4ec0\u4e48\u3001\u6709\u4ec0\u4e48\u8bc1\u660e\u3002<\/p>\n<p>\u9519\u8bef\u793a\u8303&#xff1a;<\/p>\n<p>\u201c\u6211\u4ece\u5c0f\u5c31\u5bf9\u8ba1\u7b97\u673a\u5145\u6ee1\u70ed\u60c5&#xff0c;\u5927\u5b66\u65f6\u5f00\u59cb\u63a5\u89e6\u7f16\u7a0b&#xff0c;\u7814\u7a76\u751f\u671f\u95f4\u8f6c\u5411AI\u65b9\u5411\u2026\u201d<\/p>\n<p>\u6b63\u786e\u793a\u8303&#xff1a;<\/p>\n<p>\u201cAI Engineer | \u4e13\u6ce8LLM\u5e94\u7528\u5de5\u7a0b | 3\u5e74\u4f01\u4e1a\u7ea7RAG\u7cfb\u7edf\u5f00\u53d1\u7ecf\u9a8c\u201d<\/p>\n<p>\u4e00\u53e5\u8bdd\u8bf4\u6e05\u695a&#xff0c;\u522b\u94fa\u57ab&#xff0c;\u522b\u6292\u60c5\u3002<\/p>\n<h4 id=\"%E2%9A%A0%EF%B8%8F%20%E5%9D%912%EF%BC%9APinned%20Repos%E6%94%BE%E4%BA%86%E8%AF%BE%E7%A8%8B%E4%BD%9C%E4%B8%9A\">\u26a0\ufe0f \u57512&#xff1a;Pinned Repos\u653e\u4e86\u8bfe\u7a0b\u4f5c\u4e1a<\/h4>\n<p>\u62db\u8058\u5b98\u770b\u5230\u4f60\u7684Pinned Repos\u91cc\u662f&#034;cs229-assignment1&#034;\u3001\u201cd2l-assignments\u201d&#xff0c;\u5fc3\u91cc\u53ea\u6709\u4e00\u4e2a\u60f3\u6cd5&#xff1a;\u8fd9\u4eba\u6ca1\u6709\u81ea\u5df1\u7684\u9879\u76ee&#xff0c;\u53ea\u4f1a\u505a\u4f5c\u4e1a\u3002<\/p>\n<p>\u8bfe\u7a0b\u4f5c\u4e1a\u4e0d\u662f\u4e0d\u80fd\u653e&#xff0c;\u4f46\u53ea\u80fd\u653e\u5728Pinned Repos\u7684\u6700\u540e\u4e00\u4f4d&#xff0c;\u4e14\u5fc5\u987b\u6709\u4f60\u81ea\u5df1\u989d\u5916\u7684\u6269\u5c55\u548c\u6539\u8fdb\u3002<\/p>\n<h4 id=\"%E2%9A%A0%EF%B8%8F%20%E5%9D%913%EF%BC%9A%E9%A1%B9%E7%9B%AEREADME%E5%8F%AA%E6%9C%89%E4%B8%80%E5%8F%A5%E8%AF%9D\">\u26a0\ufe0f \u57513&#xff1a;\u9879\u76eeREADME\u53ea\u6709\u4e00\u53e5\u8bdd<\/h4>\n<p># my-project<br \/>\nA deep learning project.<\/p>\n<p>\u8fd9\u6bd4\u6ca1\u6709README\u8fd8\u7cdf\u7cd5\u3002\u5b83\u4f20\u9012\u7684\u4fe1\u606f\u662f&#xff1a;\u201c\u6211\u77e5\u9053\u5e94\u8be5\u5199README&#xff0c;\u4f46\u6211\u4e0d\u60f3\u82b1\u65f6\u95f4\u3002\u201d<\/p>\n<h4 id=\"%E2%9A%A0%EF%B8%8F%20%E5%9D%914%EF%BC%9A%E8%B4%A1%E7%8C%AE%E7%83%AD%E5%8A%9B%E5%9B%BE%E5%85%A8%E6%98%AF%22%E7%BB%BF%E7%9A%84%E9%AA%97%E4%BA%BA%22\">\u26a0\ufe0f \u57514&#xff1a;\u8d21\u732e\u70ed\u529b\u56fe\u5168\u662f&#034;\u7eff\u7684\u9a97\u4eba&#034;<\/h4>\n<p>\u6709\u4e9b\u4eba\u4e3a\u4e86\u5237commit&#xff0c;\u6bcf\u5929\u63d0\u4ea4\u4e00\u4e9b\u6539typo\u3001\u6539README\u7684&#034;\u6ce8\u6c34commit&#034;\u3002\u62db\u8058\u5b98\u4e0d\u50bb&#xff0c;\u70b9\u8fdb\u53bb\u4e00\u770bcommit history\u5168\u662f&#034;update readme&#034;\u3001\u201cfix typo\u201d&#xff0c;\u597d\u611f\u76f4\u63a5\u6e05\u96f6\u3002<\/p>\n<p>\u6b63\u786e\u505a\u6cd5&#xff1a; \u4fdd\u6301\u6709\u610f\u4e49\u7684commit\u2014\u2014\u529f\u80fd\u5f00\u53d1\u3001bug\u4fee\u590d\u3001\u6587\u6863\u5b8c\u5584\u3002\u5b81\u53ef\u70ed\u529b\u56fe\u6709\u4e9b\u7a7a\u767d&#xff0c;\u4e5f\u4e0d\u8981\u7528\u5783\u573ecommit\u586b\u6ee1\u3002<\/p>\n<h4 id=\"%E2%9A%A0%EF%B8%8F%20%E5%9D%915%EF%BC%9A%E8%81%94%E7%B3%BB%E6%96%B9%E5%BC%8F%E6%89%BE%E4%B8%8D%E5%88%B0\">\u26a0\ufe0f \u57515&#xff1a;\u8054\u7cfb\u65b9\u5f0f\u627e\u4e0d\u5230<\/h4>\n<p>\u4f60\u4f18\u5316\u4e86\u6240\u6709\u4e1c\u897f&#xff0c;\u62db\u8058\u5b98\u770b\u5b8c\u5fc3\u52a8\u4e86&#xff0c;\u60f3\u8054\u7cfb\u4f60\u2014\u2014\u7ed3\u679c\u7ffb\u904dProfile\u627e\u4e0d\u5230\u90ae\u7bb1\u3002\u8fd9\u5c31\u597d\u6bd4\u4f60\u5f00\u4e86\u4e2a\u5e97\u4f46\u5fd8\u4e86\u6302\u62db\u724c\u3002<\/p>\n<p>\u5fc5\u987b\u51fa\u73b0\u57283\u4e2a\u5730\u65b9&#xff1a;<\/p>\n<li>Profile Bio\u91cc&#xff08;\u7b80\u77ed&#xff09;<\/li>\n<li>Profile README\u7684&#034;\u8054\u7cfb\u6211&#034;\u90e8\u5206&#xff08;\u663e\u773c&#xff09;<\/li>\n<li>\u6bcf\u4e2a\u9879\u76eeREADME\u7684\u672b\u5c3e&#xff08;\u65b9\u4fbf\u5355\u72ec\u8054\u7cfb&#xff09;<\/li>\n<h4 id=\"%E2%9A%A0%EF%B8%8F%20%E5%9D%916%EF%BC%9A%E4%BB%93%E5%BA%93%E5%91%BD%E5%90%8D%E4%B8%8D%E8%A7%84%E8%8C%83\">\u26a0\ufe0f \u57516&#xff1a;\u4ed3\u5e93\u547d\u540d\u4e0d\u89c4\u8303<\/h4>\n<p>\u4f60\u7684\u4ed3\u5e93\u540d\u662ftest123\u3001my-project-final\u3001aaa&#xff1f;\u8fd9\u4e9b\u540d\u5b57\u4f1a\u8ba9\u62db\u8058\u5b98\u89c9\u5f97\u4f60\u4e0d\u591f\u4e13\u4e1a\u3002<\/p>\n<p>\u547d\u540d\u89c4\u8303&#xff1a;<\/p>\n<ul>\n<li>\u7528kebab-case&#xff08;\u5c0f\u5199&#043;\u8fde\u5b57\u7b26&#xff09;<\/li>\n<li>\u540d\u5b57\u8981\u63cf\u8ff0\u9879\u76ee&#xff0c;\u5982enterprise-rag-engine\u800c\u4e0d\u662fmy-rag<\/li>\n<li>\u4e0d\u8981\u5e26\u7248\u672c\u53f7\u6216&#034;final&#034;\u540e\u7f00<\/li>\n<\/ul>\n<hr \/>\n<h3 id=\"%E5%8D%81%E3%80%81%E5%AE%8C%E6%95%B4%E4%BC%98%E5%8C%96Checklist%EF%BC%9A%E4%BB%8E0%E5%88%B01%E7%9A%84%E6%89%A7%E8%A1%8C%E6%B8%85%E5%8D%95\">\u5341\u3001\u5b8c\u6574\u4f18\u5316Checklist&#xff1a;\u4ece0\u52301\u7684\u6267\u884c\u6e05\u5355<\/h3>\n<p>\u6700\u540e\u7ed9\u4f60\u4e00\u4e2a\u53ef\u6267\u884c\u7684\u5b8c\u6574\u6e05\u5355&#xff0c;\u7167\u7740\u6253\u52fe\u5c31\u884c&#xff1a;<\/p>\n<h4 id=\"%E7%AC%AC%E4%B8%80%E9%98%B6%E6%AE%B5%EF%BC%9A%E5%9F%BA%E7%A1%80%E5%BB%BA%E8%AE%BE%EF%BC%881-2%E5%B0%8F%E6%97%B6%EF%BC%89\">\u7b2c\u4e00\u9636\u6bb5&#xff1a;\u57fa\u7840\u5efa\u8bbe&#xff08;1-2\u5c0f\u65f6&#xff09;<\/h4>\n<ul>\n<li>[ ] \u4e0a\u4f20\u4e13\u4e1a\u5934\u50cf<\/li>\n<li>[ ] \u5199\u597dBio&#xff08;\u65b9\u5411 &#043; \u4eae\u70b9 &#043; \u5730\u70b9 &#043; \u8054\u7cfb\u65b9\u5f0f&#xff09;<\/li>\n<li>[ ] \u521b\u5efa \u4f60\u7684\u7528\u6237\u540d\/\u4f60\u7684\u7528\u6237\u540d \u4ed3\u5e93<\/li>\n<li>[ ] \u7f16\u5199Profile README&#xff08;\u7528\u7b2c\u56db\u7ae0\u7684\u6a21\u677f&#xff09;<\/li>\n<li>[ ] \u786e\u4fdd\u8d21\u732e\u70ed\u529b\u56fe\u53ef\u89c1&#xff08;Profile Settings\u91cc\u5f00\u542f&#xff09;<\/li>\n<\/ul>\n<h4 id=\"%E7%AC%AC%E4%BA%8C%E9%98%B6%E6%AE%B5%EF%BC%9A%E9%A1%B9%E7%9B%AE%E4%BC%98%E5%8C%96%EF%BC%883-5%E5%B0%8F%E6%97%B6%EF%BC%89\">\u7b2c\u4e8c\u9636\u6bb5&#xff1a;\u9879\u76ee\u4f18\u5316&#xff08;3-5\u5c0f\u65f6&#xff09;<\/h4>\n<ul>\n<li>[ ] \u9009\u51fa3-5\u4e2a\u6700\u80fd\u4ee3\u8868\u80fd\u529b\u7684\u9879\u76ee<\/li>\n<li>[ ] \u5c06\u5b83\u4eecPin\u5230Profile<\/li>\n<li>[ ] \u4e3a\u6bcf\u4e2a\u9879\u76ee\u5199\u5b8c\u6574README&#xff08;\u7528\u7b2c\u516d\u7ae0\u7684\u6a21\u677f&#xff09;<\/li>\n<li>[ ] \u6bcf\u4e2a\u9879\u76ee\u6dfb\u52a0\u67b6\u6784\u56fe&#xff08;Mermaid&#xff09;<\/li>\n<li>[ ] \u786e\u4fdd\u6bcf\u4e2a\u9879\u76ee\u6709\u5feb\u901f\u5f00\u59cb\u6307\u5357<\/li>\n<li>[ ] \u6dfb\u52a0\u5728\u7ebfDemo\u94fe\u63a5&#xff08;\u5982\u679c\u6709\u7684\u8bdd&#xff09;<\/li>\n<\/ul>\n<h4 id=\"%E7%AC%AC%E4%B8%89%E9%98%B6%E6%AE%B5%EF%BC%9A%E8%BF%9B%E9%98%B6%E6%8F%90%E5%8D%87%EF%BC%882-3%E5%B0%8F%E6%97%B6%EF%BC%89\">\u7b2c\u4e09\u9636\u6bb5&#xff1a;\u8fdb\u9636\u63d0\u5347&#xff08;2-3\u5c0f\u65f6&#xff09;<\/h4>\n<ul>\n<li>[ ] \u642d\u5efa\u4f5c\u54c1\u96c6\u7f51\u7ad9&#xff08;GitHub Pages\u6216Streamlit&#xff09;<\/li>\n<li>[ ] \u5728Profile README\u4e2d\u6dfb\u52a0\u4f5c\u54c1\u96c6\u94fe\u63a5<\/li>\n<li>[ ] \u6dfb\u52a0GitHub Stats\u5361\u7247<\/li>\n<li>[ ] \u4f18\u5316\u4ed3\u5e93\u547d\u540d\u548c\u63cf\u8ff0<\/li>\n<li>[ ] \u6e05\u7406\u65e0\u5173\u7684\u4ed3\u5e93&#xff08;\u8bbe\u4e3aPrivate\u6216\u5f52\u6863&#xff09;<\/li>\n<\/ul>\n<h4 id=\"%E7%AC%AC%E5%9B%9B%E9%98%B6%E6%AE%B5%EF%BC%9A%E6%8C%81%E7%BB%AD%E8%BF%90%E8%90%A5%EF%BC%88%E6%8C%81%E7%BB%AD%E8%BF%9B%E8%A1%8C%EF%BC%89\">\u7b2c\u56db\u9636\u6bb5&#xff1a;\u6301\u7eed\u8fd0\u8425&#xff08;\u6301\u7eed\u8fdb\u884c&#xff09;<\/h4>\n<ul>\n<li>[ ] \u6bcf\u5468\u81f3\u5c113-5\u4e2a\u6709\u610f\u4e49\u7684commit<\/li>\n<li>[ ] \u53c2\u4e0e1-2\u4e2a\u5f00\u6e90\u9879\u76ee\u8d21\u732e<\/li>\n<li>[ ] \u5b9a\u671f\u67e5\u770bGitHub Insights\u6570\u636e<\/li>\n<li>[ ] \u6839\u636e\u6570\u636e\u53cd\u9988\u6301\u7eed\u4f18\u5316<\/li>\n<li>[ ] \u66f4\u65b0Profile README\u4e2d\u7684\u9879\u76ee\u4eae\u70b9<\/li>\n<\/ul>\n<p>gantt<br \/>\n    title GitHub Profile\u4f18\u5316\u6267\u884c\u8ba1\u5212<br \/>\n    dateFormat  YYYY-MM-DD<br \/>\n    axisFormat  %m\/%d<br \/>\n    section \u57fa\u7840\u5efa\u8bbe<br \/>\n        \u5934\u50cf&#043;Bio&#043;README    :a1, 2024-01-01, 1d<br \/>\n    section \u9879\u76ee\u4f18\u5316<br \/>\n        Pinned Repos\u9009\u62e9   :a2, after a1, 1d<br \/>\n        \u9879\u76eeREADME\u91cd\u5199     :a3, after a2, 2d<br \/>\n        \u67b6\u6784\u56fe\u7ed8\u5236        :a4, after a3, 1d<br \/>\n    section \u8fdb\u9636\u63d0\u5347<br \/>\n        \u4f5c\u54c1\u96c6\u7f51\u7ad9\u642d\u5efa     :a5, after a4, 1d<br \/>\n        Stats\u5361\u7247\u914d\u7f6e      :a6, after a5, 1d<br \/>\n    section \u6301\u7eed\u8fd0\u8425<br \/>\n        \u65e5\u5e38commit&#043;\u5f00\u6e90\u53c2\u4e0e :a7, after a6, 30d<\/p>\n<p>&#x1f4a1; \u6548\u7387\u6280\u5de7&#xff1a; \u4e0d\u8981\u8bd5\u56fe\u4e00\u5929\u5168\u505a\u5b8c\u3002\u6309\u9636\u6bb5\u6765&#xff0c;\u7b2c\u4e00\u9636\u6bb5\u505a\u5b8c\u5c31\u80fd\u770b\u5230\u660e\u663e\u6539\u5584\u3002\u4f18\u5316\u662f\u4e00\u4e2a\u8fed\u4ee3\u8fc7\u7a0b&#xff0c;\u4e0d\u662f\u4e00\u6b21\u6027\u4efb\u52a1\u3002<\/p>\n<hr \/>\n<h3 id=\"%E6%80%BB%E7%BB%93%EF%BC%9A%E8%AE%A9GitHub%E6%9B%BF%E4%BD%A0%E6%89%93%E5%B7%A5\">\u603b\u7ed3&#xff1a;\u8ba9GitHub\u66ff\u4f60\u6253\u5de5<\/h3>\n<p>\u56de\u5230\u5f00\u5934\u90a3\u4e2a\u95ee\u9898&#xff1a;\u4e3a\u4ec0\u4e48\u6709\u4e9b\u4eba\u4e0d\u6295\u7b80\u5386\u4e5f\u6709\u62db\u8058\u5b98\u627e\u4e0a\u6765&#xff1f;<\/p>\n<p>\u7b54\u6848\u5c31\u662f&#xff1a;\u4ed6\u4eec\u7684GitHub Profile\u5728\u66ff\u4ed6\u4eec\u6253\u5de5\u3002<\/p>\n<p>\u4e00\u4e2a\u4f18\u5316\u597d\u7684GitHub 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