{"id":32945,"date":"2025-07-21T12:01:29","date_gmt":"2025-07-21T04:01:29","guid":{"rendered":"https:\/\/www.kdjingpai.com\/?p=32945"},"modified":"2025-07-21T12:03:42","modified_gmt":"2025-07-21T04:03:42","slug":"fogsight","status":"publish","type":"post","link":"https:\/\/www.kdjingpai.com\/pt\/fogsight\/","title":{"rendered":"Fogsight\uff08\u96fe\u8c61\uff09\uff1a\u4e00\u952e\u751f\u6210\u6559\u5b66\u52a8\u753b\u7684AI\u5de5\u5177"},"content":{"rendered":"<p>Fogsight \u662f\u4e00\u4e2a\u5f00\u6e90\u7684 AI \u52a8\u753b\u751f\u6210\u5de5\u5177\uff0c\u57fa\u4e8e\u5927\u8bed\u8a00\u6a21\u578b\uff08LLM\uff09\u9a71\u52a8\u3002\u5b83\u80fd\u5c06\u7528\u6237\u8f93\u5165\u7684\u62bd\u8c61\u6982\u5ff5\u6216\u8bcd\u8bed\u8f6c\u5316\u4e3a\u7ed3\u6784\u5b8c\u6574\u3001\u5e26\u4e2d\u82f1\u6587\u914d\u97f3\u7684\u6559\u5b66\u52a8\u753b\u3002\u7528\u6237\u53ea\u9700\u8f93\u5165\u4e00\u4e2a\u4e3b\u9898\uff0c\u4f8b\u5982\u201c\u5192\u6ce1\u6392\u5e8f\u201d\u6216\u201c\u71b5\u589e\u5b9a\u5f8b\u201d\uff0cFogsight \u5c31\u4f1a\u81ea\u52a8\u751f\u6210\u5305\u542b\u65c1\u767d\u3001\u89c6\u89c9\u5143\u7d20\u548c\u52a8\u6001\u6548\u679c\u7684\u52a8\u753b\uff0c\u5448\u73b0\u6e05\u6670\u7684\u6559\u5b66\u5185\u5bb9\u3002\u8fd9\u4e2a\u5de5\u5177\u9002\u5408\u6559\u5b66\u3001\u79d1\u666e\u548c\u521b\u610f\u8868\u8fbe\uff0c\u64cd\u4f5c\u7b80\u5355\uff0c\u652f\u6301\u672c\u5730\u90e8\u7f72\u548c\u591a\u8f6e\u5bf9\u8bdd\u4f18\u5316\u52a8\u753b\u6548\u679c\u3002Fogsight \u4f7f\u7528 MIT \u8bb8\u53ef\u8bc1\uff0c\u4ee3\u7801\u516c\u5f00\u5728 GitHub\uff0c\u5141\u8bb8\u7528\u6237\u81ea\u7531\u4f7f\u7528\u548c\u4fee\u6539\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/07\/25857d42acb76b2.png\" alt=\"\" \/><\/p>\n<p>&nbsp;<\/p>\n<h2>\u529f\u80fd\u5217\u8868<\/h2>\n<ul>\n<li><strong>\u6982\u5ff5\u8f6c\u52a8\u753b<\/strong>\uff1a\u8f93\u5165\u4e00\u4e2a\u8bcd\u6216\u6982\u5ff5\uff0c\u81ea\u52a8\u751f\u6210\u5e26\u4e2d\u82f1\u6587\u914d\u97f3\u7684\u6559\u5b66\u52a8\u753b\u3002<\/li>\n<li><strong>\u667a\u80fd\u7f16\u6392<\/strong>\uff1aAI \u81ea\u52a8\u5b8c\u6210\u65c1\u767d\u3001\u89c6\u89c9\u5143\u7d20\u548c\u52a8\u6001\u6548\u679c\u7684\u521b\u4f5c\uff0c\u751f\u6210\u53d9\u4e8b\u5b8c\u6574\u7684\u52a8\u753b\u3002<\/li>\n<li><strong>\u8bed\u8a00\u7528\u6237\u754c\u9762\uff08LUI\uff09<\/strong>\uff1a\u901a\u8fc7\u591a\u8f6e\u5bf9\u8bdd\uff0c\u8c03\u6574\u52a8\u753b\u5185\u5bb9\uff0c\u4f18\u5316\u89c6\u89c9\u548c\u65c1\u767d\u6548\u679c\u3002<\/li>\n<li><strong>\u652f\u6301\u591a\u79cd\u5927\u8bed\u8a00\u6a21\u578b<\/strong>\uff1a\u517c\u5bb9 Google <a href=\"https:\/\/www.kdjingpai.com\/geminibardgubu\/\">Gemini<\/a> 2.5 \u7b49\u6a21\u578b\u7684 API\uff0c\u7075\u6d3b\u9002\u914d\u4e0d\u540c LLM\u3002<\/li>\n<li><strong>\u672c\u5730\u90e8\u7f72<\/strong>\uff1a\u652f\u6301\u5728\u672c\u5730\u8fd0\u884c\uff0c\u4fdd\u62a4\u7528\u6237\u9690\u79c1\uff0c\u9002\u5408\u79bb\u7ebf\u4f7f\u7528\u3002<\/li>\n<li><strong>\u5f00\u6e90\u514d\u8d39<\/strong>\uff1a\u57fa\u4e8e MIT \u8bb8\u53ef\u8bc1\uff0c\u4ee3\u7801\u516c\u5f00\uff0c\u7528\u6237\u53ef\u81ea\u7531\u4fee\u6539\u548c\u5206\u53d1\u3002<\/li>\n<\/ul>\n<h2>\u4f7f\u7528\u5e2e\u52a9<\/h2>\n<h3>\u5b89\u88c5\u6d41\u7a0b<\/h3>\n<p>Fogsight \u9700\u8981\u5728\u672c\u5730\u90e8\u7f72\uff0c\u4ee5\u4e0b\u662f\u8be6\u7ec6\u7684\u5b89\u88c5\u6b65\u9aa4\u3002\u7528\u6237\u9700\u8981\u51c6\u5907 Python 3.9 \u6216\u66f4\u9ad8\u7248\u672c\u3001\u73b0\u4ee3\u6d4f\u89c8\u5668\uff08\u5982 Chrome\u3001Firefox \u6216 Edge\uff09\u4ee5\u53ca\u5927\u8bed\u8a00\u6a21\u578b\u7684 API \u5bc6\u94a5\uff08\u63a8\u8350 Google Gemini 2.5\uff09\u3002<\/p>\n<ol>\n<li><strong>\u514b\u9686\u4ee3\u7801\u4ed3\u5e93<\/strong><br \/>\n\u6253\u5f00\u7ec8\u7aef\uff0c\u8f93\u5165\u4ee5\u4e0b\u547d\u4ee4\u514b\u9686 Fogsight \u4ed3\u5e93\uff1a<\/p>\n<pre><code>git clone https:\/\/github.com\/fogsightai\/fogsight.git\r\ncd fogsight\r\n<\/code><\/pre>\n<\/li>\n<li><strong>\u5b89\u88c5\u4f9d\u8d56<\/strong><br \/>\n\u5728\u9879\u76ee\u76ee\u5f55\u4e2d\uff0c\u8fd0\u884c\u4ee5\u4e0b\u547d\u4ee4\u5b89\u88c5\u5fc5\u8981\u7684 Python \u5e93\uff1a<\/p>\n<pre><code>pip install -r requirements.txt\r\n<\/code><\/pre>\n<\/li>\n<li><strong>\u914d\u7f6e API \u5bc6\u94a5<\/strong><br \/>\nFogsight \u4f7f\u7528\u4e0e OpenAI \u517c\u5bb9\u7684 SDK\uff0c\u4f46\u63a8\u8350 Google Gemini 2.5 \u7684 API \u5bc6\u94a5\u3002\u64cd\u4f5c\u6b65\u9aa4\u5982\u4e0b\uff1a<\/p>\n<ul>\n<li>\u590d\u5236\u793a\u4f8b\u914d\u7f6e\u6587\u4ef6\uff1a\n<pre><code>cp demo-credentials.json credentials.json\r\n<\/code><\/pre>\n<\/li>\n<li>\u7f16\u8f91\u00a0<code>credentials.json<\/code>\u00a0\u6587\u4ef6\uff0c\u586b\u5165\u4f60\u7684 API \u5bc6\u94a5\u548c API \u7684 BASE_URL\u3002<br \/>\n\u793a\u4f8b\u00a0<code>credentials.json<\/code>\u00a0\u683c\u5f0f\uff1a<\/p>\n<pre><code>{\r\n\"API_KEY\": \"your_api_key_here\",\r\n\"BASE_URL\": \"https:\/\/api.gemini.google.com\/v2.5\"\r\n}\r\n<\/code><\/pre>\n<\/li>\n<li>\u4fdd\u5b58\u6587\u4ef6\uff0c\u786e\u4fdd\u5bc6\u94a5\u5b89\u5168\u3002<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u542f\u52a8\u670d\u52a1<\/strong><br \/>\n\u8fd0\u884c\u4ee5\u4e0b\u547d\u4ee4\u542f\u52a8 Fogsight \u7684\u540e\u7aef\u670d\u52a1\uff1a<\/p>\n<pre><code>python start_fogsight.py\r\n<\/code><\/pre>\n<p>\u542f\u52a8\u540e\uff0c\u670d\u52a1\u4f1a\u81ea\u52a8\u5728\u6d4f\u89c8\u5668\u4e2d\u6253\u5f00\u00a0<code>http:\/\/127.0.0.1:8000<\/code>\u3002<\/li>\n<\/ol>\n<h3>\u4f7f\u7528\u65b9\u6cd5<\/h3>\n<p>\u542f\u52a8\u670d\u52a1\u540e\uff0cFogsight \u63d0\u4f9b\u4e86\u4e00\u4e2a\u7b80\u5355\u76f4\u89c2\u7684\u7f51\u9875\u754c\u9762\u3002\u4ee5\u4e0b\u662f\u4e3b\u8981\u529f\u80fd\u7684\u64cd\u4f5c\u6d41\u7a0b\uff1a<\/p>\n<ol>\n<li><strong>\u751f\u6210\u52a8\u753b<\/strong>\n<ul>\n<li>\u5728\u7f51\u9875\u754c\u9762\u4e2d\uff0c\u627e\u5230\u8f93\u5165\u6846\u3002<\/li>\n<li>\u8f93\u5165\u4e00\u4e2a\u4e3b\u9898\u6216\u6982\u5ff5\uff0c\u4f8b\u5982\u201c\u6b27\u62c9\u5b9a\u7406\u201d\u6216\u201c\u5192\u6ce1\u6392\u5e8f\u201d\u3002<\/li>\n<li>\u70b9\u51fb\u201c\u751f\u6210\u201d\u6309\u94ae\uff0cAI \u4f1a\u81ea\u52a8\u751f\u6210\u52a8\u753b\uff0c\u5305\u542b\u4e2d\u82f1\u6587\u65c1\u767d\u548c\u52a8\u6001\u89c6\u89c9\u6548\u679c\u3002<\/li>\n<li>\u751f\u6210\u8fc7\u7a0b\u53ef\u80fd\u9700\u8981\u51e0\u79d2\u5230\u51e0\u5206\u949f\uff0c\u5177\u4f53\u53d6\u51b3\u4e8e\u4e3b\u9898\u590d\u6742\u5ea6\u548c\u7f51\u7edc\u901f\u5ea6\u3002<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u4f18\u5316\u52a8\u753b<\/strong>\n<ul>\n<li>Fogsight \u652f\u6301\u8bed\u8a00\u7528\u6237\u754c\u9762\uff08LUI\uff09\uff0c\u5141\u8bb8\u7528\u6237\u901a\u8fc7\u5bf9\u8bdd\u8c03\u6574\u52a8\u753b\u3002<\/li>\n<li>\u5728\u754c\u9762\u4e2d\uff0c\u70b9\u51fb\u201c\u8c03\u6574\u201d\u6216\u201c\u5bf9\u8bdd\u201d\u6309\u94ae\uff0c\u8fdb\u5165\u5bf9\u8bdd\u6a21\u5f0f\u3002<\/li>\n<li>\u8f93\u5165\u5177\u4f53\u9700\u6c42\uff0c\u4f8b\u5982\u201c\u589e\u52a0\u66f4\u591a\u989c\u8272\u201d\u6216\u201c\u7b80\u5316\u65c1\u767d\u5185\u5bb9\u201d\u3002<\/li>\n<li>AI \u4f1a\u6839\u636e\u53cd\u9988\u91cd\u65b0\u751f\u6210\u52a8\u753b\uff0c\u8fed\u4ee3\u76f4\u5230\u6ee1\u610f\u3002<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u9884\u89c8\u548c\u5bfc\u51fa<\/strong>\n<ul>\n<li>\u751f\u6210\u7684\u52a8\u753b\u53ef\u4ee5\u5728\u7f51\u9875\u754c\u9762\u76f4\u63a5\u9884\u89c8\u3002<\/li>\n<li>\u652f\u6301\u5bfc\u51fa\u4e3a\u89c6\u9891\u6587\u4ef6\uff08\u5177\u4f53\u683c\u5f0f\u53d6\u51b3\u4e8e\u7248\u672c\uff0c\u5e38\u89c1\u4e3a MP4\uff09\u3002<\/li>\n<li>\u5bfc\u51fa\u7684\u52a8\u753b\u53ef\u7528\u4e8e\u6559\u5b66\u3001\u5206\u4eab\u6216\u8fdb\u4e00\u6b65\u7f16\u8f91\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n<h3>\u6ce8\u610f\u4e8b\u9879<\/h3>\n<ul>\n<li><strong>API \u5bc6\u94a5<\/strong>\uff1a\u786e\u4fdd\u586b\u5199\u7684 API \u5bc6\u94a5\u6709\u6548\uff0c\u5426\u5219\u65e0\u6cd5\u8fde\u63a5\u5927\u8bed\u8a00\u6a21\u578b\u3002<\/li>\n<li><strong>\u672c\u5730\u6027\u80fd<\/strong>\uff1a\u751f\u6210\u590d\u6742\u52a8\u753b\u53ef\u80fd\u9700\u8981\u8f83\u9ad8\u8ba1\u7b97\u8d44\u6e90\uff0c\u5efa\u8bae\u4f7f\u7528\u6027\u80fd\u8f83\u597d\u7684\u7535\u8111\u3002<\/li>\n<li><strong>\u7f51\u7edc\u73af\u5883<\/strong>\uff1a\u672c\u5730\u90e8\u7f72\u65e0\u9700\u8054\u7f51\uff0c\u4f46\u82e5\u4f7f\u7528\u5728\u7ebf API\uff0c\u9700\u4fdd\u6301\u7f51\u7edc\u7a33\u5b9a\u3002<\/li>\n<li><strong>\u6d4f\u89c8\u5668\u517c\u5bb9\u6027<\/strong>\uff1a\u63a8\u8350\u4f7f\u7528\u6700\u65b0\u7248\u672c\u7684 Chrome \u6216 Firefox \u4ee5\u83b7\u5f97\u6700\u4f73\u4f53\u9a8c\u3002<\/li>\n<\/ul>\n<h3>\u7279\u8272\u529f\u80fd\u8be6\u89e3<\/h3>\n<ul>\n<li><strong>\u6982\u5ff5\u8f6c\u52a8\u753b<\/strong>\uff1aFogsight \u7684\u6838\u5fc3\u529f\u80fd\u662f\u5c06\u62bd\u8c61\u6982\u5ff5\u53ef\u89c6\u5316\u3002\u4f8b\u5982\uff0c\u8f93\u5165\u201c\u71b5\u589e\u5b9a\u5f8b\u201d\uff0cAI \u4f1a\u751f\u6210\u4e00\u4e2a\u52a8\u753b\uff0c\u5c55\u793a\u71b5\u5982\u4f55\u968f\u65f6\u95f4\u589e\u52a0\uff0c\u914d\u4ee5\u901a\u4fd7\u6613\u61c2\u7684\u65c1\u767d\u3002\u8fd9\u79cd\u529f\u80fd\u7279\u522b\u9002\u5408\u5c06\u590d\u6742\u7684\u5b66\u672f\u6982\u5ff5\u8f6c\u5316\u4e3a\u76f4\u89c2\u7684\u6559\u5b66\u5185\u5bb9\u3002<\/li>\n<li><strong>\u667a\u80fd\u7f16\u6392<\/strong>\uff1aAI \u81ea\u52a8\u5904\u7406\u52a8\u753b\u7684\u6bcf\u4e2a\u90e8\u5206\uff0c\u5305\u62ec\u811a\u672c\u7f16\u5199\u3001\u89c6\u89c9\u8bbe\u8ba1\u548c\u52a8\u6001\u6548\u679c\u3002\u7528\u6237\u65e0\u9700\u5177\u5907\u52a8\u753b\u5236\u4f5c\u7ecf\u9a8c\uff0c\u53ea\u9700\u63d0\u4f9b\u4e00\u4e2a\u4e3b\u9898\u5373\u53ef\u3002<\/li>\n<li><strong>\u8bed\u8a00\u7528\u6237\u754c\u9762\uff08LUI\uff09<\/strong>\uff1a\u901a\u8fc7\u5bf9\u8bdd\u4f18\u5316\u52a8\u753b\u662f Fogsight \u7684\u72ec\u7279\u529f\u80fd\u3002\u7528\u6237\u53ef\u4ee5\u8981\u6c42 AI \u8c03\u6574\u52a8\u753b\u7684\u8282\u594f\u3001\u914d\u8272\u6216\u65c1\u767d\u98ce\u683c\u3002\u4f8b\u5982\uff0c\u201c\u8ba9\u52a8\u753b\u66f4\u9002\u5408\u513f\u7ae5\u89c2\u770b\u201d\u4f1a\u89e6\u53d1 AI \u751f\u6210\u66f4\u7b80\u6d01\u3001\u8272\u5f69\u9c9c\u8273\u7684\u7248\u672c\u3002<\/li>\n<li><strong>\u5f00\u6e90\u4e0e\u672c\u5730\u90e8\u7f72<\/strong>\uff1aFogsight \u7684\u4ee3\u7801\u5b8c\u5168\u5f00\u6e90\uff0c\u5141\u8bb8\u7528\u6237\u5728\u672c\u5730\u8fd0\u884c\u3002\u8fd9\u4e0d\u4ec5\u4fdd\u62a4\u9690\u79c1\uff0c\u8fd8\u4fbf\u4e8e\u5f00\u53d1\u8005\u6839\u636e\u9700\u6c42\u5b9a\u5236\u529f\u80fd\uff0c\u4f8b\u5982\u6dfb\u52a0\u65b0\u7684\u89c6\u89c9\u6548\u679c\u6216\u652f\u6301\u5176\u4ed6\u8bed\u8a00\u6a21\u578b\u3002<\/li>\n<\/ul>\n<h2>\u5e94\u7528\u573a\u666f<\/h2>\n<ol>\n<li><strong>\u6559\u5b66\u6f14\u793a<\/strong><br \/>\n\u6559\u5e08\u53ef\u4ee5\u5728\u8bfe\u5802\u4e0a\u4f7f\u7528 Fogsight \u751f\u6210\u6570\u5b66\u3001\u7269\u7406\u6216\u8ba1\u7b97\u673a\u79d1\u5b66\u7684\u52a8\u753b\u3002\u4f8b\u5982\uff0c\u8f93\u5165\u201c\u5192\u6ce1\u6392\u5e8f\u201d\uff0c\u751f\u6210\u4e00\u4e2a\u76f4\u89c2\u5c55\u793a\u6392\u5e8f\u8fc7\u7a0b\u7684\u52a8\u753b\uff0c\u5e2e\u52a9\u5b66\u751f\u7406\u89e3\u7b97\u6cd5\u903b\u8f91\u3002<\/li>\n<li><strong>\u79d1\u666e\u5185\u5bb9\u521b\u4f5c<\/strong><br \/>\n\u79d1\u666e\u5de5\u4f5c\u8005\u53ef\u4ee5\u8f93\u5165\u79d1\u5b66\u6982\u5ff5\uff0c\u5982\u201c\u9ed1\u6d1e\u201d\u6216\u201c\u91cf\u5b50\u7ea0\u7f20\u201d\uff0c\u5feb\u901f\u751f\u6210\u5e26\u65c1\u767d\u7684\u52a8\u753b\uff0c\u7528\u4e8e\u793e\u4ea4\u5a92\u4f53\u6216\u6559\u5b66\u89c6\u9891\uff0c\u5438\u5f15\u89c2\u4f17\u5174\u8da3\u3002<\/li>\n<li><strong>\u6280\u672f\u57f9\u8bad<\/strong><br \/>\n\u4f01\u4e1a\u57f9\u8bad\u5e08\u53ef\u4ee5\u4e3a\u5458\u5de5\u751f\u6210\u6280\u672f\u76f8\u5173\u7684\u52a8\u753b\uff0c\u4f8b\u5982\u201c\u533a\u5757\u94fe\u539f\u7406\u201d\uff0c\u4ee5\u53ef\u89c6\u5316\u65b9\u5f0f\u8bb2\u89e3\u590d\u6742\u6280\u672f\uff0c\u63d0\u5347\u57f9\u8bad\u6548\u679c\u3002<\/li>\n<li><strong>\u4e2a\u4eba\u521b\u610f\u8868\u8fbe<\/strong><br 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