{"id":60416,"date":"2025-12-08T13:06:00","date_gmt":"2025-12-08T05:06:00","guid":{"rendered":"https:\/\/www.kdjingpai.com\/?p=60416"},"modified":"2025-12-08T13:06:00","modified_gmt":"2025-12-08T05:06:00","slug":"oneaifw","status":"publish","type":"post","link":"https:\/\/www.kdjingpai.com\/de\/oneaifw\/","title":{"rendered":"OneAIFW\uff1a\u4fdd\u62a4\u5927\u6a21\u578b\u6570\u636e\u9690\u79c1\u7684\u8f7b\u91cf\u7ea7\u5f00\u6e90\u9632\u706b\u5899"},"content":{"rendered":"<p>OneAIFW\uff08aifw\uff09\u662f\u7531Funstory.ai\u5f00\u53d1\u7684\u4e00\u6b3e\u65e8\u5728\u89e3\u51b3\u5927\u8bed\u8a00\u6a21\u578b\uff08LLM\uff09\u6570\u636e\u9690\u79c1\u95ee\u9898\u7684\u5f00\u6e90\u5de5\u5177\u3002\u5728\u5f53\u524d\u7684\u5927\u6a21\u578b\u5e94\u7528\u4e2d\uff0c\u7528\u6237\u7ecf\u5e38\u9700\u8981\u5c06\u5305\u542b\u4e2a\u4eba\u8eab\u4efd\u4fe1\u606f\uff08PII\uff09\u6216\u5546\u4e1a\u673a\u5bc6\u7684\u6587\u672c\u53d1\u9001\u7ed9\u4e91\u7aef\u6a21\u578b\uff08\u5982ChatGPT\u3001Claude\u7b49\uff09\u8fdb\u884c\u5904\u7406\uff0c\u8fd9\u5e26\u6765\u4e86\u5de8\u5927\u7684\u9690\u79c1\u6cc4\u9732\u98ce\u9669\u3002OneAIFW \u9075\u5faa\u201c\u7b2c\u4e00\u6027\u539f\u5219\u201d\u89e3\u51b3\u6b64\u95ee\u9898\uff1a\u6570\u636e\u5728\u79bb\u5f00\u7528\u6237\u63a7\u5236\u73af\u5883\u524d\u5fc5\u987b\u662f\u5b89\u5168\u7684\u3002\u5b83\u4f5c\u4e3a\u4e00\u4e2a\u4e2d\u95f4\u5c42\u201c\u9632\u706b\u5899\u201d\uff0c\u5728\u672c\u5730\uff08\u6216\u53d7\u63a7\u670d\u52a1\u5668\uff09\u62e6\u622a\u5bf9LLM\u7684\u8bf7\u6c42\u3002<\/p>\n<p>\u8be5\u5de5\u5177\u7684\u6838\u5fc3\u5de5\u4f5c\u673a\u5236\u975e\u5e38\u76f4\u89c2\uff1a<strong>\u201c\u5c4f\u853d\uff08Mask\uff09\u201d\u4e0e\u201c\u8fd8\u539f\uff08Restore\uff09\u201d<\/strong>\u3002\u5728\u8bf7\u6c42\u53d1\u9001\u7ed9\u5916\u90e8LLM\u4e4b\u524d\uff0cOneAIFW\u4f1a\u81ea\u52a8\u8bc6\u522b\u5e76\u66ff\u6362\u6587\u672c\u4e2d\u7684\u654f\u611f\u4fe1\u606f\uff08\u5982\u59d3\u540d\u3001\u7535\u8bdd\u3001\u90ae\u7bb1\u7b49\uff09\u4e3a\u533f\u540d\u5360\u4f4d\u7b26\uff1b\u5f53LLM\u8fd4\u56de\u7ed3\u679c\u540e\uff0c\u5b83\u518d\u5c06\u8fd9\u4e9b\u5360\u4f4d\u7b26\u7cbe\u51c6\u8fd8\u539f\u4e3a\u539f\u59cb\u6570\u636e\u3002\u8fd9\u4e00\u8fc7\u7a0b\u5bf9LLM\u670d\u52a1\u5546\u662f\u900f\u660e\u7684\uff0c\u670d\u52a1\u5546\u53ea\u80fd\u770b\u5230\u8131\u654f\u540e\u7684\u6570\u636e\uff0c\u4ece\u800c\u4ece\u6e90\u5934\u4e0a\u675c\u7edd\u4e86\u654f\u611f\u6570\u636e\u5916\u6cc4\u3002OneAIFW \u91c7\u7528\u9ad8\u6027\u80fd\u7684 Zig \u548c Rust \u7f16\u5199\u6838\u5fc3\u5f15\u64ce\uff0c\u652f\u6301 WebAssembly\uff08WASM\uff09\uff0c\u8fd9\u610f\u5473\u7740\u5b83\u65e2\u53ef\u4ee5\u5728\u670d\u52a1\u5668\u7aef\u9ad8\u6548\u8fd0\u884c\uff0c\u4e5f\u53ef\u4ee5\u76f4\u63a5\u5728\u7528\u6237\u7684\u6d4f\u89c8\u5668\u4e2d\u79bb\u7ebf\u8fd0\u884c\uff0c\u5b9e\u73b0\u771f\u6b63\u7684\u7aef\u4fa7\u96f6\u4fe1\u4efb\u9690\u79c1\u4fdd\u62a4\u3002<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-60417\" title=\"OneAIFW\uff1a\u4fdd\u62a4\u5927\u6a21\u578b\u6570\u636e\u9690\u79c1\u7684\u8f7b\u91cf\u7ea7\u5f00\u6e90\u9632\u706b\u5899-1\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/12\/79d736485b189b9.png\" alt=\"OneAIFW\uff1a\u4fdd\u62a4\u5927\u6a21\u578b\u6570\u636e\u9690\u79c1\u7684\u8f7b\u91cf\u7ea7\u5f00\u6e90\u9632\u706b\u5899-1\" width=\"850\" height=\"290\" srcset=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/12\/79d736485b189b9.png 850w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/12\/79d736485b189b9-18x6.png 18w\" sizes=\"auto, (max-width: 850px) 100vw, 850px\" \/><\/p>\n<h2>\u529f\u80fd\u5217\u8868<\/h2>\n<ul>\n<li><strong>\u53cc\u5411\u9690\u79c1\u7ba1\u9053<\/strong>\uff1a\u63d0\u4f9b\u00a0<code>mask<\/code>\uff08\u5c4f\u853d\uff09\u548c\u00a0<code>restore<\/code>\uff08\u8fd8\u539f\uff09\u4e24\u4e2a\u6838\u5fc3\u63a5\u53e3\u3002\u53d1\u9001\u524d\u5c06\u654f\u611f\u5b9e\u4f53\u66ff\u6362\u4e3a\u901a\u7528\u6807\u7b7e\uff08\u5982\u00a0<code>&lt;PERSON&gt;<\/code>\uff09\uff0c\u63a5\u6536\u540e\u5c06\u6807\u7b7e\u8fd8\u539f\u4e3a\u539f\u59cb\u5185\u5bb9\u3002<\/li>\n<li><strong>\u9ad8\u7cbe\u5ea6PII\u8bc6\u522b<\/strong>\uff1a\u5185\u7f6e\u6df7\u5408\u8bc6\u522b\u5f15\u64ce\uff0c\u7ed3\u5408\u4e86\u9ad8\u6027\u80fd\u7684\u6b63\u5219\u8868\u8fbe\u5f0f\uff08\u57fa\u4e8eRust regex\uff09\u548c\u547d\u540d\u5b9e\u4f53\u8bc6\u522b\uff08NER\uff09\u6a21\u578b\uff0c\u80fd\u591f\u7cbe\u51c6\u6355\u83b7\u4eba\u540d\u3001\u5730\u540d\u3001\u8054\u7cfb\u65b9\u5f0f\u7b49\u654f\u611f\u4fe1\u606f\u3002<\/li>\n<li><strong>\u591a\u8bed\u8a00\u4e0e\u8de8\u5e73\u53f0\u652f\u6301<\/strong>\uff1a\n<ul>\n<li><strong>Core<\/strong>\uff1a\u6838\u5fc3\u5e93\u7531 Zig \u548c Rust \u7f16\u5199\uff0c\u6781\u5ea6\u8f7b\u91cf\u4e14\u9ad8\u6027\u80fd\u3002<\/li>\n<li><strong>Python\u7ed1\u5b9a<\/strong>\uff1a\u63d0\u4f9b\u00a0<code>aifw-py<\/code>\uff0c\u517c\u5bb9 HuggingFace transformers \u751f\u6001\uff0c\u9002\u5408\u540e\u7aef\u670d\u52a1\u96c6\u6210\u3002<\/li>\n<li><strong>JavaScript\/WASM\u7ed1\u5b9a<\/strong>\uff1a\u63d0\u4f9b\u00a0<code>aifw-js<\/code>\uff0c\u7ed3\u5408 transformers.js\uff0c\u652f\u6301\u5728\u6d4f\u89c8\u5668\u7aef\u76f4\u63a5\u8fd0\u884c\u5b8c\u6574\u7684\u8131\u654f\u6d41\u7a0b\uff0c\u65e0\u9700\u540e\u7aef\u670d\u52a1\u5668\u3002<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u7075\u6d3b\u7684\u90e8\u7f72\u65b9\u5f0f<\/strong>\uff1a\u652f\u6301\u4f5c\u4e3a\u72ec\u7acb\u7684 HTTP \u670d\u52a1\uff08\u57fa\u4e8e FastAPI\/Presidio\uff09\u8fd0\u884c\uff0c\u6216\u4f5c\u4e3a\u5e93\u96c6\u6210\u5230\u73b0\u6709\u4ee3\u7801\u4e2d\uff0c\u751a\u81f3\u4ee5\u6d4f\u89c8\u5668\u63d2\u4ef6\u5f62\u5f0f\u5de5\u4f5c\u3002<\/li>\n<li><strong>\u81ea\u5b9a\u4e49\u914d\u7f6e<\/strong>\uff1a\u652f\u6301\u901a\u8fc7 YAML \u914d\u7f6e\u6587\u4ef6\u81ea\u5b9a\u4e49\u5c4f\u853d\u89c4\u5219\u3001\u5ffd\u7565\u5217\u8868\u548c\u4f7f\u7528\u7684\u5e95\u5c42\u68c0\u6d4b\u6a21\u578b\u3002<\/li>\n<li><strong>\u96f6\u75d5\u8ff9\u5904\u7406<\/strong>\uff1a\u6240\u6709\u5904\u7406\u5747\u5728\u5185\u5b58\u4e2d\u5b8c\u6210\uff0c\u4e0d\u6301\u4e45\u5316\u5b58\u50a8\u4efb\u4f55\u7528\u6237\u6570\u636e\uff0c\u786e\u4fdd\u201c\u9605\u540e\u5373\u711a\u201d\u3002<\/li>\n<\/ul>\n<h2>\u4f7f\u7528\u5e2e\u52a9<\/h2>\n<p>OneAIFW \u7684\u8bbe\u8ba1\u7406\u5ff5\u662f\u201c\u8f7b\u91cf\u201d\u4e0e\u201c\u53ef\u79fb\u690d\u201d\u3002\u4e3a\u4e86\u8ba9\u60a8\u80fd\u591f\u987a\u5229\u5728\u751f\u4ea7\u73af\u5883\u6216\u672c\u5730\u5f00\u53d1\u4e2d\u4f7f\u7528\u8be5\u5de5\u5177\uff0c\u4ee5\u4e0b\u5c06\u8be6\u7ec6\u4ecb\u7ecd\u4ece\u73af\u5883\u51c6\u5907\u3001\u7f16\u8bd1\u5b89\u88c5\u5230\u5b9e\u9645\u4ee3\u7801\u8c03\u7528\u7684\u5b8c\u6574\u6d41\u7a0b\u3002<\/p>\n<h3>\u4e00\u3001 \u73af\u5883\u51c6\u5907\u4e0e\u5b89\u88c5<\/h3>\n<p>\u7531\u4e8e OneAIFW \u7684\u6838\u5fc3\u4f7f\u7528 Zig \u8bed\u8a00\u7f16\u5199\u5e76\u96c6\u6210\u4e86 Rust \u7ec4\u4ef6\uff0c\u60a8\u9700\u8981\u51c6\u5907\u76f8\u5e94\u7684\u7f16\u8bd1\u5de5\u5177\u94fe\u3002<\/p>\n<h4>1. \u5b89\u88c5\u57fa\u7840\u5de5\u5177\u94fe<\/h4>\n<p>\u5728\u5f00\u59cb\u4e4b\u524d\uff0c\u8bf7\u786e\u4fdd\u60a8\u7684\u7cfb\u7edf\u4e2d\u5b89\u88c5\u4e86\u4ee5\u4e0b\u5de5\u5177\uff1a<\/p>\n<ul>\n<li><strong>Zig \u7f16\u8bd1\u5668<\/strong>\uff1a\u7248\u672c\u9700\u4e3a\u00a0<code>0.15.2<\/code>\u3002\u60a8\u53ef\u4ee5\u4ece Zig \u5b98\u7f51\u4e0b\u8f7d\u5e76\u6dfb\u52a0\u5230\u7cfb\u7edf\u73af\u5883\u53d8\u91cf PATH \u4e2d\u3002\u9a8c\u8bc1\u547d\u4ee4\uff1a<code>zig version<\/code>\u3002<\/li>\n<li><strong>Rust \u5de5\u5177\u94fe<\/strong>\uff1a\u5efa\u8bae\u5b89\u88c5\u00a0<code>stable<\/code>\u00a0\u7248\u672c\u3002\u5982\u679c\u60a8\u9700\u8981\u7f16\u8bd1 WASM \u7248\u672c\uff0c\u8fd8\u9700\u6dfb\u52a0 target\u3002\n<ul>\n<li>\u5b89\u88c5 Rust\uff1a<code>curl --proto '=https' --tlsv1.2 -sSf https:\/\/sh.rustup.rs | sh<\/code><\/li>\n<li>\u6dfb\u52a0 WASM \u652f\u6301\uff1a<code>rustup target add wasm32-unknown-unknown<\/code><\/li>\n<\/ul>\n<\/li>\n<li><strong>Node.js &amp; pnpm<\/strong>\uff08\u4ec5 JS \u5f00\u53d1\u9700\u8981\uff09\uff1aNode.js 18+ \u4ee5\u53ca pnpm 9+\u3002<\/li>\n<li><strong>Python<\/strong>\uff08\u4ec5 Python \u5f00\u53d1\u9700\u8981\uff09\uff1aPython 3.10+\u3002<\/li>\n<\/ul>\n<h4>2. \u83b7\u53d6\u6e90\u7801\u4e0e\u7f16\u8bd1\u6838\u5fc3\u5e93<\/h4>\n<p>\u9996\u5148\u4ece GitHub \u514b\u9686\u4ed3\u5e93\uff1a<\/p>\n<pre><code>git clone https:\/\/github.com\/funstory-ai\/aifw.git\r\ncd aifw\r\n<\/code><\/pre>\n<p>\u4f7f\u7528 Zig \u6784\u5efa\u6838\u5fc3\u5e93\uff08\u5305\u542b Native \u548c WASM \u4ea7\u7269\uff09\uff1a<\/p>\n<pre><code># \u5728\u9879\u76ee\u6839\u76ee\u5f55\u4e0b\u6267\u884c\r\nzig build\r\n# \u5982\u679c\u9700\u8981\u8fd0\u884c\u5355\u5143\u6d4b\u8bd5\u4ee5\u786e\u4fdd\u73af\u5883\u6b63\u5e38\r\nzig build -Doptimize=Debug test\r\n<\/code><\/pre>\n<p>\u8be5\u6b65\u9aa4\u4f1a\u751f\u6210\u5e95\u5c42\u7684\u00a0<code>aifw<\/code>\u00a0\u9759\u6001\u5e93\u548c\u52a8\u6001\u5e93\uff0c\u4f9b\u4e0a\u5c42\u8bed\u8a00\u8c03\u7528\u3002<\/p>\n<h3>\u4e8c\u3001 Python \u73af\u5883\u4e0b\u7684\u4f7f\u7528\uff08\u540e\u7aef\u96c6\u6210\uff09<\/h3>\n<p>\u5982\u679c\u60a8\u662f Python \u5f00\u53d1\u8005\uff0c\u5e0c\u671b\u5728\u60a8\u7684 AI \u5e94\u7528\u540e\u7aef\u96c6\u6210\u9690\u79c1\u9632\u706b\u5899\uff0c\u8bf7\u6309\u7167\u4ee5\u4e0b\u6b65\u9aa4\u64cd\u4f5c\u3002<\/p>\n<p><strong>1. \u5b89\u88c5\u4f9d\u8d56<\/strong><br \/>\n\u8fdb\u5165 Python \u7ed1\u5b9a\u76ee\u5f55\u5e76\u5b89\u88c5\u4f9d\u8d56\uff1a<\/p>\n<pre><code>cd libs\/aifw-py\r\n# \u5efa\u8bae\u521b\u5efa\u865a\u62df\u73af\u5883\r\npython -m venv .venv\r\nsource .venv\/bin\/activate\r\npip install -e .\r\n<\/code><\/pre>\n<p><strong>2. \u6838\u5fc3\u4ee3\u7801\u8c03\u7528\u793a\u4f8b<\/strong><br \/>\n\u4ee5\u4e0b\u4ee3\u7801\u5c55\u793a\u4e86\u5982\u4f55\u52a0\u8f7d\u9632\u706b\u5899\u5e76\u5bf9\u4e00\u6bb5\u5305\u542b\u654f\u611f\u4fe1\u606f\u7684\u6587\u672c\u8fdb\u884c\u201c\u8131\u654f\u201d\u548c\u201c\u8fd8\u539f\u201d\u3002<\/p>\n<pre><code>from aifw import AIFirewall\r\n# \u521d\u59cb\u5316\u9632\u706b\u5899\uff0c\u52a0\u8f7d\u9ed8\u8ba4\u914d\u7f6e\r\nfw = AIFirewall()\r\n# \u6a21\u62df\u7528\u6237\u8f93\u5165\u7684\u654f\u611f\u6587\u672c\r\nuser_prompt = \"\u8bf7\u5e2e\u6211\u8054\u7cfb\u5f20\u4e09\uff0c\u4ed6\u7684\u7535\u8bdd\u662f 13800138000\uff0c\u6211\u4eec\u8981\u8ba8\u8bba\u5173\u4e8e ProjectX \u7684\u79d8\u5bc6\u3002\"\r\n# \u6b65\u9aa41\uff1a\u5c4f\u853d\uff08Mask\uff09\r\n# firewall \u4f1a\u81ea\u52a8\u8bc6\u522b PII \u5e76\u66ff\u6362\uff0c\u540c\u65f6\u8fd4\u56de\u4e00\u4e2a session \u5bf9\u8c61\u7528\u4e8e\u540e\u7eed\u8fd8\u539f\r\nmasked_text, session_id = fw.mask(user_prompt)\r\nprint(f\"\u53d1\u9001\u7ed9LLM\u7684\u6587\u672c: {masked_text}\")\r\n# \u8f93\u51fa\u793a\u4f8b: \"\u8bf7\u5e2e\u6211\u8054\u7cfb&lt;PERSON_1&gt;\uff0c\u4ed6\u7684\u7535\u8bdd\u662f&lt;PHONE_NUMBER_1&gt;\uff0c\u6211\u4eec\u8981\u8ba8\u8bba\u5173\u4e8e&lt;ORG_1&gt;\u7684\u79d8\u5bc6\u3002\"\r\n# \u6ce8\u610f\uff1a\u6b64\u65f6\u771f\u5b9e\u6570\u636e\u4ece\u672a\u79bb\u5f00\u672c\u5730\u5185\u5b58\r\n# ... \u6a21\u62df\u5c06 masked_text \u53d1\u9001\u7ed9 LLM\uff0c\u5e76\u83b7\u53d6\u56de\u590d ...\r\n# \u5047\u8bbe LLM \u56de\u590d\u4e86\u5305\u542b\u5360\u4f4d\u7b26\u7684\u5185\u5bb9\uff1a\r\nllm_response = \"\u597d\u7684\uff0c\u6211\u5df2\u7ecf\u8bb0\u4e0b\u4e86&lt;PERSON_1&gt;\u7684\u7535\u8bdd&lt;PHONE_NUMBER_1&gt;\uff0c\u5173\u4e8e&lt;ORG_1&gt;\u7684\u4e8b\u9879\u4f1a\u4fdd\u5bc6\u3002\"\r\n# \u6b65\u9aa42\uff1a\u8fd8\u539f\uff08Restore\uff09\r\n# \u4f7f\u7528\u4e4b\u524d\u7684 session_id \u5c06\u5360\u4f4d\u7b26\u8fd8\u539f\u4e3a\u771f\u5b9e\u4fe1\u606f\r\nfinal_response = fw.restore(llm_response, session_id)\r\nprint(f\"\u5c55\u793a\u7ed9\u7528\u6237\u7684\u6587\u672c: {final_response}\")\r\n# \u8f93\u51fa: \"\u597d\u7684\uff0c\u6211\u5df2\u7ecf\u8bb0\u4e0b\u4e86\u5f20\u4e09\u7684\u7535\u8bdd 13800138000\uff0c\u5173\u4e8e ProjectX \u7684\u4e8b\u9879\u4f1a\u4fdd\u5bc6\u3002\"\r\n<\/code><\/pre>\n<h3>\u4e09\u3001 JavaScript\/\u6d4f\u89c8\u5668\u73af\u5883\u4e0b\u7684\u4f7f\u7528\uff08\u524d\u7aef\u96c6\u6210\uff09<\/h3>\n<p>OneAIFW \u7684\u5f3a\u5927\u4e4b\u5904\u5728\u4e8e\u53ef\u4ee5\u76f4\u63a5\u5728\u6d4f\u89c8\u5668\u4e2d\u8fd0\u884c\uff0c\u65e0\u9700\u5411\u4efb\u4f55\u670d\u52a1\u5668\u53d1\u9001\u6570\u636e\u5373\u53ef\u5b8c\u6210\u8131\u654f\u3002<\/p>\n<p><strong>1. \u7f16\u8bd1 JS SDK<\/strong><\/p>\n<pre><code># \u5b89\u88c5\u4f9d\u8d56\r\npnpm -w install\r\n# \u6784\u5efa JS \u5e93\uff08\u4f1a\u81ea\u52a8\u5904\u7406 WASM \u548c \u6a21\u578b\u6587\u4ef6\uff09\r\npnpm -w --filter @oneaifw\/aifw-js build\r\n<\/code><\/pre>\n<p><strong>2. \u524d\u7aef\u8c03\u7528\u793a\u4f8b<\/strong><br \/>\n\u5728\u60a8\u7684 Web \u9879\u76ee\u4e2d\uff08\u5982 <a href=\"https:\/\/www.kdjingpai.com\/de\/react\/\">React<\/a> \u6216 Vue\uff09\uff0c\u5f15\u5165\u00a0<code>aifw-js<\/code>\u3002<\/p>\n<pre><code>import { AIFirewall } from '@oneaifw\/aifw-js';\r\nasync function protectData() {\r\n\/\/ \u521d\u59cb\u5316\u9632\u706b\u5899\uff08\u4f1a\u81ea\u52a8\u52a0\u8f7d WASM \u548c \u6d4f\u89c8\u5668\u7aef\u7684\u5c0f\u578b NER \u6a21\u578b\uff09\r\nconst firewall = await AIFirewall.create();\r\nconst text = \"\u6211\u7684\u90ae\u7bb1\u662f alice@example.com\";\r\n\/\/ 1. Mask\r\nconst result = await firewall.mask(text);\r\nconsole.log(result.masked); \/\/ \u8f93\u51fa: \"\u6211\u7684\u90ae\u7bb1\u662f &lt;EMAIL_1&gt;\"\r\n\/\/ \u6a21\u62df AI \u5904\u7406\u8fc7\u7a0b...\r\nconst aiOutput = `\u5df2\u5411 &lt;EMAIL_1&gt; \u53d1\u9001\u90ae\u4ef6`;\r\n\/\/ 2. Restore\r\nconst final = await firewall.restore(aiOutput, result.session);\r\nconsole.log(final); \/\/ \u8f93\u51fa: \"\u5df2\u5411 alice@example.com \u53d1\u9001\u90ae\u4ef6\"\r\n}\r\n<\/code><\/pre>\n<h3>\u56db\u3001 \u8fd0\u884c Web Demo<\/h3>\n<p>\u5b98\u65b9\u63d0\u4f9b\u4e86\u4e00\u4e2a\u76f4\u89c2\u7684 Web \u6f14\u793a\u5e94\u7528\uff0c\u60a8\u53ef\u4ee5\u76f4\u63a5\u8fd0\u884c\u4f53\u9a8c\uff1a<\/p>\n<pre><code>cd apps\/webapp\r\npnpm dev\r\n<\/code><\/pre>\n<p>\u6253\u5f00\u6d4f\u89c8\u5668\u8bbf\u95ee\u63a7\u5236\u53f0\u8f93\u51fa\u7684\u672c\u5730\u5730\u5740\uff08\u901a\u5e38\u662f\u00a0<code>http:\/\/localhost:5173<\/code>\uff09\u3002\u5728\u8fd9\u4e2a\u754c\u9762\u4e2d\uff0c\u60a8\u53ef\u4ee5\u5728\u5de6\u4fa7\u8f93\u5165\u6846\u8f93\u5165\u4efb\u610f\u5305\u542b\u654f\u611f\u4fe1\u606f\u7684\u6587\u672c\uff0c\u70b9\u51fb\u5904\u7406\uff0c\u76f4\u89c2\u5730\u770b\u5230\uff1a<\/p>\n<ol>\n<li><strong>PII \u5206\u6790\u7ed3\u679c<\/strong>\uff1a\u8bc6\u522b\u5230\u4e86\u54ea\u4e9b\u5b9e\u4f53\u3002<\/li>\n<li><strong>Masked Prompt<\/strong>\uff1a\u771f\u6b63\u53d1\u9001\u51fa\u53bb\u7684\u6587\u672c\u957f\u4ec0\u4e48\u6837\u3002<\/li>\n<li><strong>Restored Response<\/strong>\uff1a\u6700\u7ec8\u8fd8\u539f\u540e\u7684\u6837\u5b50\u3002<\/li>\n<\/ol>\n<h3>\u4e94\u3001 \u9ad8\u7ea7\u914d\u7f6e<\/h3>\n<p>\u60a8\u53ef\u4ee5\u901a\u8fc7\u4fee\u6539\u00a0<code>aifw.yaml<\/code>\u00a0\u6216\u8bbe\u7f6e\u73af\u5883\u53d8\u91cf\u6765\u8c03\u6574\u884c\u4e3a\uff1a<\/p>\n<ul>\n<li><code>AIFW_MODELS_DIR<\/code>: \u6307\u5b9a NER \u6a21\u578b\u5b58\u653e\u8def\u5f84\u3002<\/li>\n<li><code>AIFW_API_KEY_FILE<\/code>: \u5982\u679c\u4f7f\u7528\u5176\u5185\u7f6e\u7684 LLM \u8f6c\u53d1\u670d\u52a1\uff0c\u914d\u7f6e API Key\u3002<\/li>\n<li><strong>\u81ea\u5b9a\u4e49 Regex<\/strong>\uff1a\u5728\u6e90\u7801\u7684\u914d\u7f6e\u90e8\u5206\uff0c\u60a8\u53ef\u4ee5\u6dfb\u52a0\u7279\u5b9a\u7684\u6b63\u5219\u8868\u8fbe\u5f0f\u6765\u8bc6\u522b\u7279\u5b9a\u7684\u673a\u5bc6\u683c\u5f0f\uff08\u5982\u516c\u53f8\u5185\u90e8\u7684\u9879\u76ee\u4ee3\u53f7\u683c\u5f0f\uff09\u3002<\/li>\n<\/ul>\n<p>\u901a\u8fc7\u4ee5\u4e0a\u6b65\u9aa4\uff0c\u60a8\u53ef\u4ee5\u5c06 OneAIFW \u96c6\u6210\u5230\u4efb\u4f55\u73b0\u4ee3 AI \u5e94\u7528\u6808\u4e2d\uff0c\u5b9e\u73b0\u201c\u6570\u636e\u53ef\u7528\u4f46\u4e0d\u53ef\u89c1\u201d\u7684\u9ad8\u7ea7\u9690\u79c1\u4fdd\u62a4\u3002<\/p>\n<h2>\u5e94\u7528\u573a\u666f<\/h2>\n<ol>\n<li><strong>\u4f01\u4e1a\u5185\u90e8\u77e5\u8bc6\u5e93\u95ee\u7b54<\/strong><br \/>\n\u4f01\u4e1a\u5458\u5de5\u5728\u4f7f\u7528\u57fa\u4e8e\u516c\u6709\u4e91 LLM \u7684\u77e5\u8bc6\u5e93\u52a9\u624b\u65f6\uff0c\u5f80\u5f80\u6d89\u53ca\u5ba2\u6237\u540d\u5355\u6216\u8d22\u52a1\u6570\u636e\u3002\u90e8\u7f72 OneAIFW \u540e\uff0c\u5458\u5de5\u63d0\u95ee\u4e2d\u7684\u654f\u611f\u5b9e\u4f53\u5728\u53d1\u9001\u7ed9 GPT-4 \u7b49\u6a21\u578b\u524d\u4f1a\u88ab\u81ea\u52a8\u66ff\u6362\uff0c\u786e\u4fdd\u4f01\u4e1a\u6838\u5fc3\u6570\u636e\u4e0d\u6d41\u51fa\u5185\u7f51\uff0c\u540c\u65f6\u4e0d\u5f71\u54cd\u6a21\u578b\u56de\u7b54\u903b\u8f91\u3002<\/li>\n<li><strong>GDPR\/CCPA \u5408\u89c4\u5f00\u53d1<\/strong><br \/>\n\u9762\u5411\u6b27\u7f8e\u5e02\u573a\u7684 AI \u5e94\u7528\u5fc5\u987b\u4e25\u683c\u9075\u5b88\u6570\u636e\u9690\u79c1\u6cd5\u89c4\u3002\u5f00\u53d1\u8005\u53ef\u4ee5\u4f7f\u7528 OneAIFW \u81ea\u52a8\u8fc7\u6ee4\u7528\u6237\u8f93\u5165\u7684 PII\uff08\u4e2a\u4eba\u8eab\u4efd\u4fe1\u606f\uff09\uff0c\u65e0\u9700\u9488\u5bf9\u6bcf\u4e2a\u8f93\u5165\u624b\u52a8\u7f16\u5199\u590d\u6742\u7684\u6e05\u6d17\u89c4\u5219\uff0c\u5feb\u901f\u6ee1\u8db3\u6cd5\u5f8b\u5408\u89c4\u8981\u6c42\u3002<\/li>\n<li><strong>\u6d4f\u89c8\u5668\u7aef\u9690\u79c1\u63d2\u4ef6<\/strong><br \/>\n\u5f00\u53d1\u6d4f\u89c8\u5668\u6269\u5c55\uff0c\u5728\u7528\u6237\u4f7f\u7528\u7f51\u9875\u7248 <a href=\"https:\/\/www.kdjingpai.com\/de\/chatgpt-6\/\">ChatGPT<\/a> \u6216 <a href=\"https:\/\/www.kdjingpai.com\/de\/claudeanquanfubai\/\">Claude<\/a> \u65f6\uff0c\u81ea\u52a8\u62e6\u622a\u8bf7\u6c42\u6846\u5185\u5bb9\uff0c\u8fdb\u884c\u672c\u5730\u8131\u654f\u540e\u518d\u586b\u5145\u56de\u7f51\u9875\u3002\u8fd9\u6837\u7528\u6237\u5373\u4f7f\u4f7f\u7528\u5b98\u65b9\u7f51\u9875\u7248\u670d\u52a1\uff0c\u4e5f\u80fd\u786e\u4fdd\u4e2a\u4eba\u9690\u79c1\u5b89\u5168\u3002<\/li>\n<li><strong>\u533b\u7597\u4e0e\u6cd5\u5f8b\u6587\u6863\u8f85\u52a9<\/strong><br \/>\n\u5728\u5904\u7406\u75c5\u5386\u6216\u6cd5\u5f8b\u5408\u540c\u65f6\uff0c\u6587\u6863\u4e2d\u5305\u542b\u5927\u91cf\u6781\u5ea6\u654f\u611f\u7684\u59d3\u540d\u548c\u8eab\u4efd\u8bc1\u53f7\u3002\u4f7f\u7528 OneAIFW \u53ef\u4ee5\u5728\u4fdd\u6301\u6587\u6863\u7ed3\u6784\u548c\u4e0a\u4e0b\u6587\u5b8c\u6574\u7684\u524d\u63d0\u4e0b\uff0c\u8ba9 AI \u534f\u52a9\u6da6\u8272\u6216\u603b\u7ed3\u6587\u6863\uff0c\u800c\u65e0\u9700\u62c5\u5fc3\u60a3\u8005\u6216\u5ba2\u6237\u9690\u79c1\u6cc4\u9732\u7ed9\u6a21\u578b\u670d\u52a1\u5546\u3002<\/li>\n<\/ol>\n<h2>QA<\/h2>\n<ol>\n<li><strong>OneAIFW \u4f1a\u964d\u4f4e AI \u54cd\u5e94\u901f\u5ea6\u5417\uff1f<\/strong><br \/>\nOneAIFW \u7ecf\u8fc7\u9ad8\u5ea6\u4f18\u5316\uff0c\u6838\u5fc3\u5c42\u4f7f\u7528 Zig\/Rust \u7f16\u5199\uff0c\u5904\u7406\u901f\u5ea6\u6781\u5feb\uff08\u5fae\u79d2\u7ea7\uff09\u3002\u4e3b\u8981\u7684\u5ef6\u8fdf\u901a\u5e38\u6765\u81ea\u4e8e NER \u6a21\u578b\u7684\u63a8\u7406\uff0c\u4f46\u5728\u4f7f\u7528\u8f7b\u91cf\u7ea7\u6a21\u578b\uff08\u5982\u00a0<code>neurobert-mini<\/code>\uff09\u65f6\uff0c\u8fd9\u79cd\u5ef6\u8fdf\u901a\u5e38\u5728\u6beb\u79d2\u7ea7\uff0c\u76f8\u6bd4 LLM \u7684\u7f51\u7edc\u8bf7\u6c42\u548c\u751f\u6210\u65f6\u95f4\uff0c\u51e0\u4e4e\u53ef\u4ee5\u5ffd\u7565\u4e0d\u8ba1\u3002<\/li>\n<li><strong>\u5b83\u652f\u6301\u54ea\u4e9b\u7c7b\u578b\u7684\u654f\u611f\u4fe1\u606f\u8bc6\u522b\uff1f<\/strong><br \/>\n\u9ed8\u8ba4\u652f\u6301\u5e38\u89c1\u7684 PII \u7c7b\u578b\uff0c\u5305\u62ec\u4eba\u540d\u3001\u5730\u540d\u3001\u7ec4\u7ec7\u673a\u6784\u540d\uff08\u901a\u8fc7 NER \u6a21\u578b\u8bc6\u522b\uff09\uff0c\u4ee5\u53ca\u90ae\u7bb1\u3001\u7535\u8bdd\u53f7\u7801\u3001\u8eab\u4efd\u8bc1\u53f7\u3001\u4fe1\u7528\u5361\u53f7\uff08\u901a\u8fc7 Regex \u8bc6\u522b\uff09\u3002\u7528\u6237\u4e5f\u53ef\u4ee5\u81ea\u5b9a\u4e49\u6b63\u5219\u8868\u8fbe\u5f0f\u6765\u6269\u5c55\u8bc6\u522b\u7c7b\u578b\u3002<\/li>\n<li><strong>\u5982\u679c LLM \u7684\u56de\u590d\u4e2d\u6ca1\u6709\u5305\u542b\u5360\u4f4d\u7b26\u600e\u4e48\u529e\uff1f<\/strong><br \/>\n\u5982\u679c LLM \u5728\u751f\u6210\u5185\u5bb9\u65f6\u4e22\u5931\u4e86\u5360\u4f4d\u7b26\uff08\u4f8b\u5982\u00a0<code>&lt;PERSON_1&gt;<\/code>\uff09\uff0c\u8fd8\u539f\u6b65\u9aa4\u5c06\u65e0\u6cd5\u627e\u56de\u5bf9\u5e94\u7684\u539f\u59cb\u4fe1\u606f\u3002\u4e0d\u8fc7\uff0cOneAIFW \u5728\u8bbe\u8ba1 Prompt \u65f6\u4f1a\u4f18\u5316\u63d0\u793a\u8bcd\uff0c\u5f15\u5bfc LLM \u4fdd\u6301\u5360\u4f4d\u7b26\u4e0d\u53d8\u3002\u5728\u5927\u591a\u6570\u95ee\u7b54\u548c\u6458\u8981\u573a\u666f\u4e0b\uff0cLLM \u80fd\u591f\u5f88\u597d\u5730\u4fdd\u7559\u8fd9\u4e9b\u6807\u8bb0\u3002<\/li>\n<li><strong>\u6570\u636e\u4f1a\u5728 OneAIFW \u7684\u670d\u52a1\u5668\u4e0a\u4fdd\u5b58\u5417\uff1f<\/strong><br \/>\n\u4e0d\u4f1a\u3002OneAIFW \u662f\u4e00\u4e2a\u7eaf\u7cb9\u7684\u5de5\u5177\u5e93\u6216\u672c\u5730\u670d\u52a1\uff0cFunstory.ai \u4e0d\u8fd0\u8425\u4e2d\u5fc3\u5316\u7684\u62e6\u622a\u670d\u52a1\u5668\u3002\u6240\u6709\u6570\u636e\u5904\u7406\u90fd\u5728\u60a8\u90e8\u7f72\u7684\u670d\u52a1\u5668\u5185\u5b58\u6216\u7528\u6237\u7684\u6d4f\u89c8\u5668\u5185\u5b58\u4e2d\u5b8c\u6210\uff0c\u8fdb\u7a0b\u7ed3\u675f\u540e\u6570\u636e\u5373\u9500\u6bc1\u3002<\/li>\n<\/ol>\n","protected":false},"excerpt":{"rendered":"<p>OneAIFW\uff08aifw\uff09\u662f\u7531Funstory.ai\u5f00\u53d1\u7684\u4e00\u6b3e\u65e8\u5728\u89e3\u51b3\u5927\u8bed\u8a00\u6a21\u578b\uff08LLM\uff09\u6570\u636e\u9690\u79c1\u95ee\u9898\u7684\u5f00\u6e90\u5de5\u5177\u3002\u5728\u5f53\u524d\u7684\u5927\u6a21\u578b\u5e94\u7528\u4e2d\uff0c\u7528\u6237\u7ecf\u5e38\u9700\u8981\u5c06\u5305\u542b\u4e2a\u4eba\u8eab\u4efd\u4fe1\u606f\uff08PII\uff09\u6216\u5546\u4e1a\u673a\u5bc6\u7684\u6587\u672c\u53d1\u9001\u7ed9\u4e91\u7aef\u6a21\u578b\uff08\u5982ChatGPT\u3001Claude\u7b49&#8230;<\/p>\n","protected":false},"author":1,"featured_media":32782,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[20,499],"tags":[],"class_list":["post-60416","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-tool","category-document-extraction"],"_links":{"self":[{"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/posts\/60416","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/comments?post=60416"}],"version-history":[{"count":0,"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/posts\/60416\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/media\/32782"}],"wp:attachment":[{"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/media?parent=60416"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/categories?post=60416"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/tags?post=60416"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}