{"id":29442,"date":"2025-03-28T13:44:18","date_gmt":"2025-03-28T05:44:18","guid":{"rendered":"https:\/\/www.aisharenet.com\/?p=29442"},"modified":"2025-03-28T13:44:18","modified_gmt":"2025-03-28T05:44:18","slug":"opendeepsearch","status":"publish","type":"post","link":"https:\/\/www.kdjingpai.com\/ja\/opendeepsearch\/","title":{"rendered":"OpenDeepSearch\uff1a\u652f\u6301\u667a\u80fd\u63a8\u7406\u7684\u5f00\u6e90\u641c\u7d22\u5de5\u5177"},"content":{"rendered":"<p>OpenDeepSearch \u662f\u4e00\u4e2a\u5f00\u6e90\u7684\u641c\u7d22\u5de5\u5177\uff0c\u7531 sentient-agi \u56e2\u961f\u5f00\u53d1\u3002\u5b83\u7ed3\u5408\u4e86\u5927\u578b\u8bed\u8a00\u6a21\u578b\uff08LLM\uff09\u548c\u667a\u80fd\u63a8\u7406\u4ee3\u7406\uff0c\u8ba9\u7528\u6237\u53ef\u4ee5\u7528\u7b80\u5355\u7684\u65b9\u5f0f\u641c\u7d22\u7f51\u9875\u4fe1\u606f\u5e76\u83b7\u53d6\u51c6\u786e\u7b54\u6848\u3002\u8fd9\u4e2a\u5de5\u5177\u7684\u76ee\u6807\u662f\u8ba9\u641c\u7d22\u53d8\u5f97\u66f4\u5f00\u653e\u548c\u667a\u80fd\uff0c\u4e0d\u4f9d\u8d56\u5c01\u95ed\u7684\u5546\u4e1a\u7cfb\u7edf\u3002\u5b83\u652f\u6301\u5feb\u901f\u641c\u7d22\u548c\u6df1\u5ea6\u641c\u7d22\u4e24\u79cd\u6a21\u5f0f\uff0c\u9002\u5408\u56de\u7b54\u7b80\u5355\u95ee\u9898\u6216\u590d\u6742\u7684\u591a\u6b65\u9aa4\u95ee\u9898\u3002\u9879\u76ee\u6258\u7ba1\u5728 GitHub \u4e0a\uff0c\u4efb\u4f55\u4eba\u90fd\u53ef\u4ee5\u514d\u8d39\u4e0b\u8f7d\u3001\u4f7f\u7528\u6216\u53c2\u4e0e\u6539\u8fdb\u3002\u5f53\u524d\u7248\u672c\u66f4\u65b0\u5230 2025 \u5e74 3 \u6708\uff0c\u5c55\u73b0\u4e86\u56e2\u961f\u5bf9\u5f00\u6e90AI\u6280\u672f\u7684\u6301\u7eed\u52aa\u529b\u3002<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-29443\" title=\"OpenDeepSearch\uff1a\u5f00\u6e90\u641c\u7d22\u5de5\u5177\uff0c\u652f\u6301\u667a\u80fd\u63a8\u7406\u548c\u7f51\u9875\u4fe1\u606f\u68c0\u7d22-1\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/03\/8229b133c7cc4b2.jpg\" alt=\"OpenDeepSearch\uff1a\u5f00\u6e90\u641c\u7d22\u5de5\u5177\uff0c\u652f\u6301\u667a\u80fd\u63a8\u7406\u548c\u7f51\u9875\u4fe1\u606f\u68c0\u7d22-1\" width=\"800\" height=\"500\" srcset=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/03\/8229b133c7cc4b2.jpg 800w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/03\/8229b133c7cc4b2-768x480.jpg 768w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/03\/8229b133c7cc4b2-18x12.jpg 18w\" sizes=\"auto, (max-width: 800px) 100vw, 800px\" \/><\/p>\n<p>&nbsp;<\/p>\n<h2>\u529f\u80fd\u5217\u8868<\/h2>\n<ul>\n<li>\u652f\u6301\u5feb\u901f\u641c\u7d22\uff0c\u80fd\u5728\u77ed\u65f6\u95f4\u5185\u7ed9\u51fa\u7b80\u6d01\u7b54\u6848\u3002<\/li>\n<li>\u63d0\u4f9b\u6df1\u5ea6\u641c\u7d22\u6a21\u5f0f\uff0c\u9002\u5408\u9700\u8981\u591a\u6b65\u9aa4\u63a8\u7406\u7684\u590d\u6742\u95ee\u9898\u3002<\/li>\n<li>\u96c6\u6210\u5f00\u6e90\u5927\u578b\u8bed\u8a00\u6a21\u578b\uff0c\u63d0\u5347\u641c\u7d22\u7ed3\u679c\u7684\u667a\u80fd\u6027\u3002<\/li>\n<li>\u4f7f\u7528\u8bed\u4e49\u6392\u5e8f\u6280\u672f\uff0c\u786e\u4fdd\u8fd4\u56de\u7684\u4fe1\u606f\u66f4\u76f8\u5173\u3002<\/li>\n<li>\u5f00\u6e90\u4ee3\u7801\uff0c\u7528\u6237\u53ef\u4ee5\u81ea\u5b9a\u4e49\u6a21\u578b\u548c\u529f\u80fd\u3002<\/li>\n<li>\u652f\u6301\u4e0e SmolAgents \u7b49\u751f\u6001\u7cfb\u7edf\u7ed3\u5408\uff0c\u6269\u5c55\u63a8\u7406\u80fd\u529b\u3002<\/li>\n<li>\u63d0\u4f9b\u672c\u5730\u754c\u9762\uff0c\u65b9\u4fbf\u6d4b\u8bd5\u548c\u4ea4\u4e92\u3002<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h2>\u4f7f\u7528\u5e2e\u52a9<\/h2>\n<p>OpenDeepSearch \u7684\u5b89\u88c5\u548c\u4f7f\u7528\u5e76\u4e0d\u590d\u6742\uff0c\u9002\u5408\u6709\u57fa\u672c\u7f16\u7a0b\u77e5\u8bc6\u7684\u7528\u6237\u3002\u4e0b\u9762\u662f\u8be6\u7ec6\u7684\u64cd\u4f5c\u6307\u5357\uff0c\u5e2e\u52a9\u4f60\u5feb\u901f\u4e0a\u624b\u3002<\/p>\n<h3>\u5b89\u88c5\u6d41\u7a0b<\/h3>\n<ol>\n<li><strong>\u51c6\u5907\u73af\u5883<\/strong><br \/>\n\u4f60\u9700\u8981\u4e00\u53f0\u7535\u8111\uff0c\u5b89\u88c5 Python 3.10 \u6216\u66f4\u9ad8\u7248\u672c\u3002\u53ef\u4ee5\u7528\u547d\u4ee4\u68c0\u67e5\u7248\u672c\uff1a<\/li>\n<\/ol>\n<pre><code>python --version\r\n<\/code><\/pre>\n<p>\u5982\u679c\u7248\u672c\u592a\u4f4e\uff0c\u53bb\u00a0Python \u5b98\u7f51\u00a0\u4e0b\u8f7d\u6700\u65b0\u7248\u3002<\/p>\n<ol start=\"2\">\n<li><strong>\u514b\u9686\u9879\u76ee<\/strong><br \/>\n\u6253\u5f00\u7ec8\u7aef\uff0c\u8f93\u5165\u4ee5\u4e0b\u547d\u4ee4\u4e0b\u8f7d OpenDeepSearch\uff1a<\/li>\n<\/ol>\n<pre><code>git clone https:\/\/github.com\/sentient-agi\/OpenDeepSearch.git\r\n<\/code><\/pre>\n<p>\u4e0b\u8f7d\u5b8c\u6210\u540e\uff0c\u8fdb\u5165\u9879\u76ee\u6587\u4ef6\u5939\uff1a<\/p>\n<pre><code>cd OpenDeepSearch\r\n<\/code><\/pre>\n<ol start=\"3\">\n<li><strong>\u8bbe\u7f6e\u865a\u62df\u73af\u5883\uff08\u53ef\u9009\u4f46\u63a8\u8350\uff09<\/strong><br \/>\n\u521b\u5efa\u4e00\u4e2a\u865a\u62df\u73af\u5883\uff0c\u907f\u514d\u4e0e\u5176\u4ed6\u9879\u76ee\u51b2\u7a81\uff1a<\/li>\n<\/ol>\n<pre><code>python -m venv venv\r\n<\/code><\/pre>\n<p>\u6fc0\u6d3b\u865a\u62df\u73af\u5883\uff1a<\/p>\n<ul>\n<li>Windows:\u00a0<code>venv\\Scripts\\activate<\/code><\/li>\n<li>Mac\/Linux:\u00a0<code>source venv\/bin\/activate<\/code><\/li>\n<\/ul>\n<ol start=\"4\">\n<li><strong>\u5b89\u88c5\u4f9d\u8d56<\/strong><br \/>\n\u5728\u7ec8\u7aef\u8fd0\u884c\u4ee5\u4e0b\u547d\u4ee4\uff0c\u5b89\u88c5\u6240\u9700\u5e93\uff1a<\/li>\n<\/ol>\n<pre><code>pip install -r requirements.txt\r\n<\/code><\/pre>\n<p>\u5982\u679c\u9047\u5230\u95ee\u9898\uff0c\u786e\u4fdd\u4f60\u7684\u00a0<code>pip<\/code>\u00a0\u662f\u6700\u65b0\u7248\uff1a<\/p>\n<pre><code>pip install --upgrade pip\r\n<\/code><\/pre>\n<ol start=\"5\">\n<li><strong>\u914d\u7f6e API \u5bc6\u94a5<\/strong><br \/>\nOpenDeepSearch \u9700\u8981\u4e00\u4e9b\u5916\u90e8\u670d\u52a1\u7684 API \u5bc6\u94a5\uff0c\u6bd4\u5982 SERPER\u3001OPENROUTER \u548c JINA\u3002\u4f60\u9700\u8981\uff1a<\/li>\n<\/ol>\n<ul>\n<li>\u5728\u00a0Serper\u3001OpenRouter\u00a0\u548c\u00a0Jina\u00a0\u6ce8\u518c\u8d26\u53f7\u3002<\/li>\n<li>\u83b7\u53d6\u5bc6\u94a5\u540e\uff0c\u521b\u5efa\u4e00\u4e2a\u00a0<code>.env<\/code>\u00a0\u6587\u4ef6\uff0c\u586b\u5165\u4ee5\u4e0b\u5185\u5bb9\uff1a\n<pre><code>SERPER_API_KEY=\u4f60\u7684\u5bc6\u94a5\r\nOPENROUTER_API_KEY=\u4f60\u7684\u5bc6\u94a5\r\nJINA_API_KEY=\u4f60\u7684\u5bc6\u94a5\r\n<\/code><\/pre>\n<\/li>\n<\/ul>\n<p>\u4fdd\u5b58\u6587\u4ef6\u5230\u9879\u76ee\u6839\u76ee\u5f55\u3002<\/p>\n<h3>\u5982\u4f55\u4f7f\u7528<\/h3>\n<p>\u5b89\u88c5\u5b8c\u6210\u540e\uff0c\u4f60\u53ef\u4ee5\u7528\u4e24\u79cd\u65b9\u5f0f\u4f53\u9a8c OpenDeepSearch\uff1a\u547d\u4ee4\u884c\u6216\u672c\u5730\u754c\u9762\u3002<\/p>\n<h4>\u547d\u4ee4\u884c\u4f7f\u7528<\/h4>\n<ol>\n<li><strong>\u8fd0\u884c\u7b80\u5355\u641c\u7d22<\/strong><br \/>\n\u5728\u7ec8\u7aef\u8f93\u5165\u4ee5\u4e0b\u4ee3\u7801\uff0c\u641c\u7d22\u201c\u6700\u5feb\u7684\u9646\u5730\u52a8\u7269\u662f\u4ec0\u4e48\uff1f\u201d\uff1a<\/li>\n<\/ol>\n<pre><code>from opendeepsearch import OpenDeepSearchTool\r\nsearch_agent = OpenDeepSearchTool(model_name=\"openrouter\/google\/gemini-2.0-flash-001\")\r\nresult = search_agent.search(\"\u6700\u5feb\u7684\u9646\u5730\u52a8\u7269\u662f\u4ec0\u4e48\uff1f\")\r\nprint(result)\r\n<\/code><\/pre>\n<p>\u7cfb\u7edf\u4f1a\u8fd4\u56de\u7b54\u6848\uff0c\u6bd4\u5982\u201c\u730e\u8c79\u662f\u6700\u5feb\u7684\u9646\u5730\u52a8\u7269\uff0c\u901f\u5ea6\u53ef\u8fbe\u6bcf\u5c0f\u65f6 120 \u516c\u91cc\u201d\u3002<\/p>\n<ol start=\"2\">\n<li><strong>\u542f\u7528\u6df1\u5ea6\u641c\u7d22<\/strong><br \/>\n\u5982\u679c\u95ee\u9898\u590d\u6742\uff0c\u6bd4\u5982\u201c\u6bd4\u8f83\u730e\u8c79\u548c\u72ee\u5b50\u7684\u901f\u5ea6\u201d\uff0c\u53ef\u4ee5\u52a0\u53c2\u6570\uff1a<\/li>\n<\/ol>\n<pre><code>search_agent = OpenDeepSearchTool(model_name=\"openrouter\/google\/gemini-2.0-flash-001\", pro_mode=True)\r\nresult = search_agent.search(\"\u6bd4\u8f83\u730e\u8c79\u548c\u72ee\u5b50\u7684\u901f\u5ea6\")\r\nprint(result)\r\n<\/code><\/pre>\n<p>\u5b83\u4f1a\u8be6\u7ec6\u5206\u6790\u5e76\u8fd4\u56de\u5bf9\u6bd4\u7ed3\u679c\u3002<\/p>\n<h4>\u672c\u5730\u754c\u9762\u4f7f\u7528<\/h4>\n<ol>\n<li><strong>\u542f\u52a8\u754c\u9762<\/strong><br \/>\n\u5728\u7ec8\u7aef\u8fd0\u884c\uff1a<\/li>\n<\/ol>\n<pre><code>python gradio_demo.py\r\n<\/code><\/pre>\n<p>\u7cfb\u7edf\u4f1a\u751f\u6210\u4e00\u4e2a\u672c\u5730\u94fe\u63a5\uff08\u6bd4\u5982\u00a0<code>http:\/\/127.0.0.1:7860<\/code>\uff09\uff0c\u590d\u5236\u5230\u6d4f\u89c8\u5668\u6253\u5f00\u3002<\/p>\n<ol start=\"2\">\n<li><strong>\u641c\u7d22\u64cd\u4f5c<\/strong><\/li>\n<\/ol>\n<ul>\n<li>\u5728\u8f93\u5165\u6846\u8f93\u5165\u95ee\u9898\uff0c\u6bd4\u5982\u201c2025 \u5e74 AI \u8d8b\u52bf\u201d\u3002<\/li>\n<li>\u9009\u62e9\u6a21\u5f0f\uff08\u9ed8\u8ba4\u6216\u6df1\u5ea6\u641c\u7d22\uff09\u3002<\/li>\n<li>\u70b9\u51fb\u201c\u63d0\u4ea4\u201d\uff0c\u7b49\u5f85\u7ed3\u679c\u663e\u793a\u3002<\/li>\n<li>\u4f60\u53ef\u4ee5\u8c03\u6574\u6a21\u578b\u6216\u6392\u5e8f\u65b9\u5f0f\uff0c\u754c\u9762\u4f1a\u5b9e\u65f6\u66f4\u65b0\u3002<\/li>\n<\/ul>\n<h3>\u7279\u8272\u529f\u80fd\u64cd\u4f5c<\/h3>\n<ul>\n<li><strong>\u5207\u6362\u6a21\u578b<\/strong><br \/>\n\u5728\u4ee3\u7801\u6216\u754c\u9762\u4e2d\uff0c\u4f60\u53ef\u4ee5\u6362\u5176\u4ed6\u6a21\u578b\uff0c\u6bd4\u5982\u00a0<code>&lt;code&gt;anthropic\/claude-3-opus-20240229&lt;\/code&gt;<\/code>\u3002\u53ea\u9700\u4fee\u6539\u00a0<code>model_name<\/code>\u00a0\u53c2\u6570\u3002<\/li>\n<li><strong>\u8bed\u4e49\u6392\u5e8f<\/strong><br \/>\n\u9ed8\u8ba4\u7528 Jina \u6392\u5e8f\uff0c\u4e5f\u53ef\u4ee5\u6539\u6210\u5176\u4ed6\u6392\u5e8f\u5668\uff08\u6bd4\u5982\u00a0<code>&lt;code&gt;infinity&lt;\/code&gt;<\/code>\uff09\uff0c\u5728\u4ee3\u7801\u4e2d\u8bbe\u7f6e\u00a0<code>reranker=\"infinity\"<\/code>\u3002<\/li>\n<li><strong>\u8c03\u8bd5\u4e0e\u6539\u8fdb<\/strong><br \/>\n\u5982\u679c\u7ed3\u679c\u4e0d\u7406\u60f3\uff0c\u53ef\u4ee5\u67e5\u770b\u65e5\u5fd7\u6216\u8c03\u6574\u53c2\u6570\uff0c\u6bd4\u5982\u589e\u5927\u641c\u7d22\u6df1\u5ea6\u3002<\/li>\n<\/ul>\n<p>\u5b89\u88c5\u548c\u4f7f\u7528\u90fd\u5f88\u7075\u6d3b\uff0c\u4f60\u53ef\u4ee5\u6839\u636e\u9700\u6c42\u8c03\u6574\u3002\u9047\u5230\u95ee\u9898\u65f6\uff0c\u53bb GitHub \u63d0 issue\uff0c\u793e\u533a\u4f1a\u5e2e\u5fd9\u89e3\u7b54\u3002<\/p>\n<p>&nbsp;<\/p>\n<h2>\u5e94\u7528\u573a\u666f<\/h2>\n<ol>\n<li><strong>\u5b66\u672f\u7814\u7a76<\/strong><br \/>\n\u5b66\u751f\u6216\u7814\u7a76\u8005\u53ef\u4ee5\u7528\u5b83\u641c\u7d22\u8bba\u6587\u76f8\u5173\u4fe1\u606f\uff0c\u6bd4\u5982\u8f93\u5165\u201c\u91cf\u5b50\u8ba1\u7b97\u6700\u65b0\u8fdb\u5c55\u201d\uff0c\u83b7\u53d6\u6574\u7406\u540e\u7684\u7ed3\u679c\u3002<\/li>\n<li><strong>\u65e5\u5e38\u67e5\u8be2<\/strong><br \/>\n\u60f3\u77e5\u9053\u201c\u54ea\u79cd\u5496\u5561\u673a\u6700\u597d\u7528\u201d\uff0c\u5b83\u80fd\u5feb\u901f\u641c\u7d22\u5e76\u7ed9\u51fa\u63a8\u8350\u3002<\/li>\n<li><strong>\u6280\u672f\u5f00\u53d1<\/strong><br \/>\n\u5f00\u53d1\u8005\u53ef\u4ee5\u7528\u5b83\u6d4b\u8bd5 AI \u6a21\u578b\uff0c\u6216\u6574\u5408\u5230\u81ea\u5df1\u7684\u9879\u76ee\u4e2d\u3002<\/li>\n<\/ol>\n<p>&nbsp;<\/p>\n<h2>QA<\/h2>\n<ol>\n<li><strong>\u9700\u8981\u7f16\u7a0b\u7ecf\u9a8c\u5417\uff1f<\/strong><br \/>\n\u662f\u7684\uff0c\u5b89\u88c5\u548c\u547d\u4ee4\u884c\u4f7f\u7528\u9700\u8981\u57fa\u7840 Python \u77e5\u8bc6\u3002\u4f46\u754c\u9762\u6a21\u5f0f\u5bf9\u65b0\u624b\u53cb\u597d\u3002<\/li>\n<li><strong>\u514d\u8d39\u5417\uff1f<\/strong><br \/>\n\u9879\u76ee\u672c\u8eab\u514d\u8d39\uff0c\u4f46 API \u670d\u52a1\u53ef\u80fd\u9700\u8981\u4ed8\u8d39\u8d26\u53f7\u3002<\/li>\n<li><strong>\u652f\u6301\u4e2d\u6587\u5417\uff1f<\/strong><br \/>\n\u652f\u6301\uff0c\u53ea\u8981\u8f93\u5165\u4e2d\u6587\u95ee\u9898\uff0c\u5b83\u4f1a\u5c3d\u91cf\u8fd4\u56de\u4e2d\u6587\u7b54\u6848\u3002<\/li>\n<\/ol>\n","protected":false},"excerpt":{"rendered":"<p>OpenDeepSearch \u662f\u4e00\u4e2a\u5f00\u6e90\u7684\u641c\u7d22\u5de5\u5177\uff0c\u7531 sentient-agi 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