{"id":10021560,"date":"2026-11-13T09:40:36","date_gmt":"2026-11-13T01:40:36","guid":{"rendered":"https:\/\/itmax.cn\/?p=10021560"},"modified":"2026-11-13T09:40:47","modified_gmt":"2026-11-13T01:40:47","slug":"bifrost-20261113","status":"publish","type":"post","link":"https:\/\/itmax.cn\/?p=10021560","title":{"rendered":"\u6362\u4e00\u5bb6\u6a21\u578b\u53ea\u6539 base_url\uff5cBifrost \u6211\u88c5\u5b8c\u771f\u8dd1\u4e86\u4e00\u904d\uff0c\u4e24\u4e2a\u5751\u5148\u8bb0\u4e0b"},"content":{"rendered":"<h1 id=\"base_urlbifrost\">\u6362\u4e00\u5bb6\u6a21\u578b\u53ea\u6539 base_url\uff5cBifrost \u6211\u88c5\u5b8c\u771f\u8dd1\u4e86\u4e00\u904d\uff0c\u4e24\u4e2a\u5751\u5148\u8bb0\u4e0b<\/h1>\n<h2 id=\"key\">\u6211\u53d7\u591f\u4e86\u6563\u843d\u5728\u56db\u4e2a\u4ed3\u5e93\u91cc\u7684 key<\/h2>\n<p>\u53bb\u5e74\u516c\u53f8\u505a\u4e00\u4e2a\u5ba2\u670d\u673a\u5668\u4eba\uff0c\u63a5\u4e86 OpenAI \u505a\u4e3b\u529b\u3002\u4e0a\u7ebf\u7b2c\u4e8c\u4e2a\u6708\u8d76\u4e0a\u4e00\u6b21\u5927\u89c4\u6a21\u9650\u6d41\uff0c\u5ba2\u670d\u56de\u590d\u5f00\u59cb\u5927\u9762\u79ef\u8d85\u65f6\uff0c\u6211\u534a\u591c\u722c\u8d77\u6765\u624b\u5199\u4e86\u4e00\u6bb5 retry\uff0c\u628a\u6d41\u91cf\u5207\u5230 Anthropic\u3002\u90a3\u6bb5\u65f6\u95f4\u6211\u5b66\u5230\u4e00\u4e2a\u9053\u7406\uff1a\u6240\u8c13\u300c\u591a\u6a21\u578b\u5bb9\u707e\u300d\uff0c\u5982\u679c\u6ca1\u6709\u4e00\u4e2a\u7edf\u4e00\u7684\u5165\u53e3\uff0c\u5c31\u662f\u6bcf\u4e2a\u4e1a\u52a1\u4ee3\u7801\u91cc\u5404\u6284\u4e00\u4efd if-else\uff0c\u8c01\u6284\u6f0f\u4e86\u8c01\u80cc\u9505\u3002<\/p>\n<figure style=\"margin:2em 0;text-align:center;\">\n<img decoding=\"async\" src=\"https:\/\/itmax.cn\/wp-content\/uploads\/2026\/11\/bifrost-cover.png\" alt=\"Bifrost \u5c01\u9762\u56fe\uff1aGo \u8bed\u8a00\u5355\u4e8c\u8fdb\u5236 AI \u7f51\u5173\uff0cGitHub 9,529 \u661f\uff0c\u8fd1\u56db\u5468 877 \u6b21\u63d0\u4ea4\uff0c\u652f\u6301 23+ \u5bb6\u6a21\u578b\u4f9b\u5e94\u5546\" style=\"max-width:100%;height:auto;border-radius:8px;\"><figcaption style=\"font-size:0.9em;color:#666;margin-top:0.5em;\">Bifrost\uff1aGo \u5199\u7684\u5355\u4e8c\u8fdb\u5236 AI \u7f51\u5173\uff0c23+ \u5bb6\u4f9b\u5e94\u5546\u5171\u7528<code>\u4e00\u4e2a OpenAI \u517c\u5bb9\u5165\u53e3<\/code>\uff0cApache-2.0 \u534f\u8bae<\/figcaption><\/figure>\n<p>\u540e\u6765\u65b0\u8d77\u7684\u5185\u90e8\u9879\u76ee\u5e72\u8106\u4e24\u4e2a\u4f9b\u5e94\u5546\u4e00\u8d77\u63a5\uff0c\u4ee3\u7801\u91cc\u5f00\u59cb\u51fa\u73b0\u8fd9\u6837\u7684\u4e1c\u897f\uff1a<code>OPENAI_KEY<\/code> \u5b58\u5728 A \u670d\u52a1\u7684\u73af\u5883\u53d8\u91cf\u91cc\uff0c<code>ANTHROPIC_KEY<\/code> \u5b58\u5728 B \u670d\u52a1\u7684\u914d\u7f6e\u4e2d\u5fc3\u91cc\uff0c\u8fd8\u6709\u4e2a\u5b9e\u9a8c\u6027\u9879\u76ee\u76f4\u63a5\u628a key \u786c\u7f16\u7801\u5728\u4e86\u6d4b\u8bd5\u811a\u672c\u91cc\uff08\u8fd9\u4e8b\u6211\u4e0d\u627f\u8ba4\u662f\u8c01\u5e72\u7684\uff09\u3002\u60f3\u7edf\u8ba1\u4e00\u4e0b\u8fd9\u4e2a\u6708\u6bcf\u4e2a\u56e2\u961f\u82b1\u4e86\u591a\u5c11\u94b1\uff1f\u6ca1\u6709\u7b54\u6848\uff0c\u5f97\u53bb\u4e24\u5bb6\u540e\u53f0\u5206\u522b\u62c9\u8d26\u5355\uff0c\u518d\u5bf9\u7740\u62a5\u8868\u731c\u54ea\u7b14\u662f\u54ea\u4e2a\u4e1a\u52a1\u7684\u3002<\/p>\n<p>\u771f\u6b63\u8ba9\u6211\u4e0b\u51b3\u5fc3\u627e\u7f51\u5173\u7684\uff0c\u662f\u4e0a\u4e2a\u6708\u7684\u4e00\u6b21\u53c2\u6570\u6392\u969c\u3002\u6211\u4eec\u6709\u4e2a\u8d70 Anthropic \u534f\u8bae\u7684\u5ba2\u6237\u7aef\uff0c\u60f3\u628a\u8bf7\u6c42\u8f6c\u5230\u53e6\u4e00\u5bb6\u4fbf\u5b9c\u7684\u81ea\u6258\u7ba1\u6a21\u578b\u4e0a\uff0c\u4e2d\u95f4\u9694\u7740\u534f\u8bae\u8f6c\u6362\u3001\u91cd\u8bd5\u3001\u9650\u6d41\u4e09\u5c42\u903b\u8f91\uff0c\u5168\u90e8\u5199\u5728\u4e00\u4e2a Python \u4ee3\u7406\u8fdb\u7a0b\u91cc\u3002\u90a3\u4e2a\u8fdb\u7a0b\u91cd\u542f\u4e00\u6b21\uff0c\u6240\u6709\u5728\u9014\u8bf7\u6c42\u5168\u90e8\u65ad\u6389\u3002\u6211\u5f53\u65f6\u5c31\u5728\u60f3\uff1a\u8fd9\u4e00\u5c42\u8584\u8584\u7684\u300c\u8f6c\u53d1\u52a0\u515c\u5e95\u300d\u903b\u8f91\uff0c\u4e3a\u4ec0\u4e48\u8981\u7528 Python \u8fdb\u7a0b\u625b\uff1f\u6709\u6ca1\u6709\u4e00\u4e2a\u7f16\u8bd1\u597d\u7684\u3001\u5f00\u7bb1\u5373\u7528\u7684\u4e1c\u897f\u628a\u8fd9\u6d3b\u513f\u5e72\u4e86\uff1f<\/p>\n<p>\u987a\u7740\u8fd9\u4e2a\u601d\u8def\u627e\u5230\u4e86 Bifrost\uff0cMaxim \u5bb6\u5f00\u6e90\u7684\u7f51\u5173\uff0cGo \u5199\u7684\uff0c\u4e00\u4e2a\u4e8c\u8fdb\u5236\uff0c\u6807\u79f0\u7ed9 5k RPS \u7684\u6d41\u91cf\u53ea\u52a0\u4e0d\u5230 200 \u5fae\u79d2\u7684\u5f00\u9500\u3002\u8fd9\u4e2a\u6570\u5b57\u6211\u7167\u4f8b\u5148\u6253\u4e2a\u95ee\u53f7\uff0c\u4f46\u5b83\u786e\u5b9e\u662f\u6211\u627e\u5230\u7684\u540c\u7c7b\u91cc\u552f\u4e00\u4e00\u4e2a\u300cnpx \u4e00\u884c\u8d77\u3001\u81ea\u5e26\u7ba1\u7406\u754c\u9762\u3001\u8fd8\u80fd\u5f53 Go SDK \u5185\u5d4c\u300d\u7684\uff0c\u503c\u5f97\u8ba4\u771f\u6478\u4e00\u904d\u3002<\/p>\n<h2 id=\"key_1\">\u5b83\u6536\u7f16\u7684\u4e0d\u53ea\u662f key<\/h2>\n<p>Bifrost \u7684\u80fd\u529b\u5927\u6982\u5206\u56db\u5c42\uff0c\u6211\u6309\u6211\u5b9e\u9645\u78b0\u8fc7\u7684\u987a\u5e8f\u8bb2\u3002<\/p>\n<p><strong>\u7b2c\u4e00\u5c42\uff1a\u7edf\u4e00\u5165\u53e3\u548c\u534f\u8bae\u8f6c\u6362\u3002<\/strong> 23+ \u5bb6\u4f9b\u5e94\u5546\uff08OpenAI\u3001Anthropic\u3001Bedrock\u3001Vertex\u3001Ollama\u3001Groq \u8fd9\u4e9b\uff09\u5168\u90e8\u6536\u8fdb\u4e00\u4e2a OpenAI \u517c\u5bb9\u63a5\u53e3\uff0c\u5ba2\u6237\u7aef\u6539\u4e2a base_url \u5c31\u5b8c\u4e8b\u3002\u8fd9\u4e0d\u662f\u5671\u5934\uff0c\u662f\u6211\u8fd9\u56de\u771f\u9a8c\u8fc7\u7684\u2014\u2014\u6211\u628a\u672c\u5730 Ollama \u6ce8\u518c\u8fdb\u53bb\uff0c\u7528\u6807\u51c6 <code>\/v1\/chat\/completions<\/code> \u683c\u5f0f\u53d1\u8bf7\u6c42\uff0c\u5b83\u8f6c\u6362\u6210 Ollama \u7684\u683c\u5f0f\u3001\u628a thinking \u6a21\u578b\u7684\u601d\u8003\u5185\u5bb9\u5355\u72ec\u653e\u8fdb <code>reasoning<\/code> \u5b57\u6bb5\u3001\u8fd4\u56de\u6807\u51c6\u7684 usage \u7edf\u8ba1\uff0c\u4e00\u8def\u90fd\u5bf9\u3002<\/p>\n<p><strong>\u7b2c\u4e8c\u5c42\uff1afailover \u548c\u8d1f\u8f7d\u5747\u8861\u3002<\/strong> \u8bf7\u6c42\u91cc\u53ef\u4ee5\u5e26 fallback \u5217\u8868\uff0c\u4e3b\u6a21\u578b\u6302\u4e86\u81ea\u52a8\u5207\u4e0b\u4e00\u4e2a\uff1b\u591a\u4e2a key \u4e4b\u95f4\u6309\u6743\u91cd\u5206\u6d41\u3002fallback \u4e0d\u662f\u5168\u5c40\u5f00\u5173\uff0c\u800c\u662f\u6309\u8bf7\u6c42\u58f0\u660e\uff0c\u5f62\u6001\u5927\u81f4\u957f\u8fd9\u6837\uff1a<\/p>\n<pre><code class=\"language-json\">{\n  &quot;model&quot;: &quot;openai\/gpt-4o-mini&quot;,\n  &quot;fallbacks&quot;: [&quot;anthropic\/claude-haiku-5.5&quot;, &quot;openai\/gpt-4o-mini&quot;]\n}\n<\/code><\/pre>\n<p>\u4e3b\u6a21\u578b\u8d85\u65f6\u6216 5xx\uff0c\u7f51\u5173\u6309\u987a\u5e8f\u5f80\u4e0b\u8bd5\uff0c\u5ba2\u6237\u7aef\u65e0\u611f\u3002\u8fd9\u90e8\u5206\u6211\u6ca1\u80fd\u771f\u9a8c\u2014\u2014\u672c\u5730\u53ea\u6709\u4e00\u5bb6 Ollama\uff0c\u51d1\u4e0d\u51fa\u4e24\u5bb6\u7684\u573a\u666f\u3002\u7b2c\u4e09\u65b9 Geekflare \u5341\u6708\u62ff\u771f\u5b9e key \u6d4b\u8fc7\uff0c\u628a\u8bf7\u6c42\u6307\u5411\u4e00\u4e2a\u4e0d\u5b58\u5728\u7684\u6a21\u578b\u3001fallback \u914d Claude Haiku\uff0c\u4e00\u79d2\u949f\u5185\u6210\u529f\u56de\u843d\uff0c\u54cd\u5e94\u5934\u91cc\u6807\u660e\u4e86\u539f\u59cb\u6a21\u578b\u548c\u5b9e\u9645\u63a5\u4f4f\u7684\u6a21\u578b\u3002\u53ef\u4fe1\u3002\u53e6\u5916\u5b83\u7ed9\u4e3b\u6d41 SDK\uff08OpenAI\u3001Anthropic\u3001LangChain \u8fd9\u4e9b\uff09\u505a\u4e86 drop-in \u96c6\u6210\uff0c\u7406\u8bba\u4e0a\u6539\u4e00\u884c import \u5c31\u80fd\u8ba9\u73b0\u6709\u4ee3\u7801\u8fc7\u7f51\u5173\uff0c\u8fd9\u4e00\u6b65\u6211\u6ca1\u9a8c\uff0c\u4e0d\u66ff\u5b83\u6253\u5305\u7968\u3002<\/p>\n<p><strong>\u7b2c\u4e09\u5c42\uff1a\u6cbb\u7406\u3002<\/strong> \u865a\u62df key\u3001\u6309\u56e2\u961f\u548c\u5ba2\u6237\u7684\u9884\u7b97\u4e0a\u9650\u3001\u6bcf\u8bf7\u6c42\u8bb0\u8d26\u3002Reddit \u4e0a\u4e0d\u5c11\u56e2\u961f\u5c31\u662f\u51b2\u8fd9\u4e2a\u6765\u7684\u2014\u2014\u7ed9\u6bcf\u4e2a\u865a\u62df key \u8bbe\u6bcf\u65e5\u82b1\u9500\u4e0a\u9650\uff0c\u8d85\u989d\u76f4\u63a5\u62e6\u5728\u7f51\u5173\u3002\u8fd9\u662f Bifrost \u5bf9\u6211\u4e2a\u4eba\u6700\u6ca1\u7528\u3001\u5bf9\u56e2\u961f\u6700\u6709\u4ef7\u503c\u7684\u4e00\u5757\u3002<\/p>\n<p><strong>\u7b2c\u56db\u5c42\uff1a\u89c2\u6d4b\u548c\u6269\u5c55\u3002<\/strong> \u539f\u751f Prometheus \u6307\u6807\u3001\u8bf7\u6c42\u65e5\u5fd7\u3001\u5206\u5e03\u5f0f\u8ffd\u8e2a\uff0c\u63d2\u4ef6\u6309 middleware \u6392\u3002\u8fd9\u5c42\u6211\u539f\u672c\u4ee5\u4e3a\u662f\u51d1\u6570\u7684\uff0c\u7ffb\u4e86\u914d\u7f6e\u793a\u4f8b\u624d\u6539\u89c2\uff1atelemetry \u63d2\u4ef6\u9ed8\u8ba4\u5c31\u6fc0\u6d3b\uff0c\u6307\u6807\u76f4\u63a5\u66b4\u9732\u5728 <code>\/metrics<\/code>\uff0c<code>client.prometheus_labels<\/code> \u53ef\u4ee5\u81ea\u5b9a\u4e49\u6253\u6807\u7ef4\u5ea6\uff1b\u8981\u63a5 OpenTelemetry \u4e5f\u53ea\u662f\u4e00\u6bb5\u914d\u7f6e\u7684\u4e8b\u3002\u5bf9\u6211\u8fd9\u79cd\u88ab\u300c\u51fa\u4e86\u95ee\u9898\u53ea\u80fd\u7ffb\u5404\u670d\u52a1\u65e5\u5fd7\u300d\u6298\u78e8\u8fc7\u7684\u4eba\uff0c\u4e00\u4e2a\u7edf\u4e00\u7684\u89c2\u6d4b\u70b9\u662f\u7f51\u5173\u6700\u5b9e\u5728\u7684\u526f\u4ea7\u54c1\u3002\u6269\u5c55\u4fa7\uff0c\u63d2\u4ef6\u652f\u6301\u542f\u52a8\u65f6\u52a8\u6001\u52a0\u8f7d\u81ea\u5b9a\u4e49 <code>.so<\/code> \u6587\u4ef6\uff0c\u5b98\u65b9\u4ed3\u5e93\u91cc\u5c31\u6709\u73b0\u6210\u7684\u52a0\u8f7d\u914d\u7f6e\u793a\u4f8b\u3002MCP \u7f51\u5173\u548c Code Mode \u4e5f\u5728\u91cc\u9762\u2014\u2014\u628a\u5de5\u5177\u670d\u52a1\u5668\u6302\u5230\u7f51\u5173\u4e0a\uff0c\u6a21\u578b\u8c03\u7528\u5de5\u5177\u7684\u6d41\u91cf\u540c\u6837\u7ecf\u8fc7\u6cbb\u7406\u548c\u8bb0\u8d26\uff0c\u865a\u62df key \u8fd8\u80fd\u6309 key \u8fc7\u6ee4\u53ef\u7528\u5de5\u5177\u3002\u8fd9\u5757\u529f\u80fd\u65b0\uff0c\u6211\u6ca1\u80fd\u4e0a\u624b\u9a8c\uff0c\u53ea\u628a\u5b83\u7b97\u4f5c\u300c\u503c\u5f97\u89c2\u671b\u300d\u800c\u975e\u300c\u53ef\u4ee5\u4f9d\u8d56\u300d\u3002<\/p>\n<p>\u54ea\u4e9b\u6211\u8ba4\u4e3a\u8fd8\u6ca1\u5230\u751f\u4ea7\u53ef\u7528\uff1f<strong>\u8bed\u4e49\u7f13\u5b58<\/strong>\u3002\u5b83\u9760\u5411\u91cf\u76f8\u4f3c\u5ea6\u547d\u4e2d\u7f13\u5b58\uff0c\u9700\u8981\u5355\u72ec\u914d\u4e00\u4e2a\u5411\u91cf\u5e93\uff08Weaviate \u6216 Redis\uff09\uff0c\u547d\u4e2d\u4e86\u7701 token\uff0c\u4f46\u300c\u76f8\u4f3c\u7684\u95ee\u9898\u300d\u4e0d\u7b49\u4e8e\u300c\u540c\u4e00\u4e2a\u95ee\u9898\u300d\uff0c\u8bef\u5dee\u654f\u611f\u7684\u573a\u666f\u6211\u4e0d\u6562\u5f00\u3002\u53e6\u5916\u6ce8\u610f\u8bb8\u53ef\u7684\u8fb9\u754c\uff1a\u5f00\u6e90 Apache 2.0 \u7248\u91cc\uff0cguardrails\u3001\u591a\u8282\u70b9\u96c6\u7fa4\u3001\u81ea\u9002\u5e94\u8d1f\u8f7d\u5747\u8861\u3001SSO\u3001\u5ba1\u8ba1\u65e5\u5fd7\u8fd9\u4e9b\u5168\u662f Enterprise \u4ed8\u8d39\u7248\u7684\u529f\u80fd\uff0cGeekflare \u90a3\u7bc7\u5b9e\u6d4b\u4e13\u95e8\u628a\u8fd9\u6761\u8fb9\u754c\u5217\u6210\u4e86\u8868\u2014\u2014\u8bbe\u8ba1\u67b6\u6784\u4e4b\u524d\u5148\u770b\u6e05\u695a\uff0c\u522b\u628a\u4ed8\u8d39\u529f\u80fd\u753b\u8fdb\u65b9\u6848\u91cc\u3002<\/p>\n<h2 id=\"_1\">\u4e00\u4e2a\u4e8c\u8fdb\u5236\u7684\u4ee3\u4ef7\u662f\u4ec0\u4e48<\/h2>\n<p>Bifrost \u6700\u8ba8\u6211\u559c\u6b22\u7684\u662f\u90e8\u7f72\u5f62\u6001\uff1aGo \u7f16\u8bd1\u6210\u5355\u4e2a\u4e8c\u8fdb\u5236\uff0c\u6ca1\u6709 Python \u89e3\u91ca\u5668\u3001\u6ca1\u6709\u4f9d\u8d56\u5730\u72f1\uff0c\u8fd8\u63d0\u4f9b Go SDK \u8ba9\u4f60\u76f4\u63a5\u5185\u5d4c\u8fdb\u81ea\u5df1\u7684\u670d\u52a1\u3002\u4ee3\u4ef7\u4e5f\u5f88\u6e05\u695a\u3002<\/p>\n<p><strong>\u7b2c\u4e00\uff0c\u7f51\u5173\u672c\u8eab\u6210\u4e86\u65b0\u7684\u5355\u70b9\u3002<\/strong> \u6240\u6709\u6a21\u578b\u7684\u6d41\u91cf\u3001\u6240\u6709\u4f9b\u5e94\u5546\u7684 key\uff0c\u5168\u90e8\u4ece\u8fd9\u4e00\u4e2a\u8fdb\u7a0b\u8fc7\u3002\u5b83\u6302\u4e86\uff0c\u5168\u7ad9\u7684\u6a21\u578b\u8c03\u7528\u4e00\u8d77\u54d1\u706b\u3002\u5f00\u6e90\u7248\u4e0d\u63d0\u4f9b\u96c6\u7fa4\uff0c\u60f3\u8981\u9ad8\u53ef\u7528\u53ea\u80fd\u81ea\u5df1\u5728\u5916\u5c42\u518d\u67b6\u4e00\u5c42\u8d1f\u8f7d\u5747\u8861\u2014\u2014\u7b49\u4e8e\u5728\u7f51\u5173\u5916\u9762\u518d\u5957\u4e00\u4e2a\u7f51\u5173\uff0c\u60f3\u60f3\u5c31\u7d2f\u3002Reddit \u4e0a\u6709\u4e00\u6761\u8d1f\u9762\u8bc4\u4ef7\u8bf4\u5f97\u76f4\u767d\uff1a\u590d\u6742\u7684\u591a\u6587\u4ef6 agentic \u4efb\u52a1\u8d70\u7f51\u5173\u4e0d\u5982\u76f4\u8fde\u7a33\u3002\u7f51\u5173\u8fd9\u5c42\u6c38\u8fdc\u6709\u4e1c\u897f\u4f1a\u88ab\u78e8\u6389\u3002<\/p>\n<p><strong>\u7b2c\u4e8c\uff0c\u914d\u7f6e\u5b58\u50a8\u7684\u53d6\u820d\u3002<\/strong> Bifrost \u9ed8\u8ba4\u8d77\u4e00\u4e2a SQLite \u914d\u7f6e\u5e93\uff0c\u6539\u52a8\u8d70 Web UI \u5b58\u5e93\uff1b\u4e5f\u53ef\u4ee5\u7528\u7eaf <code>config.json<\/code> \u6587\u4ef6\u6a21\u5f0f\uff0cGitOps \u53cb\u597d\u3002\u4f46\u6211\u5b9e\u6d4b\u53d1\u73b0\uff0c<code>config_store.enabled<\/code> \u8bbe\u4e3a false \u4e4b\u540e\uff0c\u542f\u52a8\u65e5\u5fd7\u91cc\u4f1a\u51fa\u73b0 <code>auth middleware requires config store, skipping<\/code> \u548c <code>governance - error<\/code>\u2014\u2014<strong>\u6587\u4ef6\u6a21\u5f0f\u76f4\u63a5\u780d\u6389\u4e86\u8ba4\u8bc1\u548c\u6cbb\u7406\u4e2d\u95f4\u4ef6<\/strong>\u3002\u4e5f\u5c31\u662f\u8bf4\uff0c\u4f60\u60f3\u7528\u865a\u62df key \u548c\u9884\u7b97\u7ba1\u63a7\uff0c\u5c31\u5f97\u63a5\u53d7\u914d\u7f6e\u8fdb\u5e93\u3001UI \u53ef\u6539\uff1b\u60f3\u8981\u7eaf\u6587\u4ef6\u4e0d\u53ef\u53d8\u90e8\u7f72\uff0c\u5c31\u5f97\u653e\u5f03\u6cbb\u7406\u529f\u80fd\u3002\u8fd9\u4e2a\u53d6\u820d\u5b98\u65b9\u6587\u6863\u6ca1\u6709\u5728\u9192\u76ee\u4f4d\u7f6e\u8bb2\u6e05\u695a\uff0c\u6211\u662f\u7ffb\u542f\u52a8\u65e5\u5fd7\u624d\u770b\u660e\u767d\u7684\u3002<\/p>\n<p><strong>\u7b2c\u4e09\uff0c\u6240\u6709\u975e\u6807\u53c2\u6570\u90fd\u53ef\u80fd\u5728\u8fd9\u4e00\u5c42\u88ab\u78e8\u6389\u3002<\/strong> \u8fd9\u662f\u6211\u8fd9\u56de\u8e29\u5230\u7684\u5b9e\u611f\uff0c\u540e\u9762\u7ec6\u8bf4\u3002<\/p>\n<p><strong>\u7b2c\u56db\uff0c\u63d2\u4ef6\u5316\u662f\u53cc\u5203\u5251\u3002<\/strong> \u6211\u7ffb\u5b83\u7684\u4ed3\u5e93\u7ed3\u6784\u53d1\u73b0\uff0c\u8def\u7531\u3001\u8bed\u4e49\u7f13\u5b58\u3001telemetry\u3001governance \u5168\u662f\u72ec\u7acb\u63d2\u4ef6\u76ee\u5f55\uff0c\u5404\u81ea\u5e26\u7248\u672c\u53f7\u53d1 release\uff0811 \u6708 10 \u65e5\u90a3\u5929 transports\u3001telemetry\u3001semanticcache\u3001routing\u3001prompts \u4e94\u4e2a\u63d2\u4ef6\u5404\u53d1\u4e86\u4e00\u7248\uff09\u3002\u597d\u5904\u662f\u6838\u5fc3\u548c\u63d2\u4ef6\u89e3\u8026\u3001\u574f\u4e00\u5757\u4e0d\u8fde\u5750\uff1b\u574f\u5904\u662f\u7248\u672c\u77e9\u9635\u53d8\u590d\u6742\u4e86\u2014\u2014\u4f60\u8dd1\u7684\u7f51\u5173\u662f v2.5.1\uff0c\u91cc\u9762\u7684\u8bed\u4e49\u7f13\u5b58\u63d2\u4ef6\u53ef\u80fd\u662f v1.7.7\uff0c\u51fa\u95ee\u9898\u65f6\u5f97\u5bf9\u4e24\u4e2a\u7248\u672c\u7684\u884c\u4e3a\u3002\u53e6\u4e00\u79cd\u7528\u6cd5\u662f\u628a\u63d2\u4ef6\u7f16\u8bd1\u6210 <code>.so<\/code> \u6309\u914d\u7f6e\u52a0\u8f7d\uff0c\u7075\u6d3b\u5ea6\u4e0a\u53bb\u4e86\uff0c\u4f46\u4e5f\u610f\u5473\u7740\u300c\u4e24\u4e2a Bifrost \u90e8\u7f72\u884c\u4e3a\u4e0d\u4e00\u81f4\u300d\u8fd9\u4ef6\u4e8b\u53d8\u5f97\u5b8c\u5168\u53ef\u80fd\u3002<\/p>\n<h2 id=\"_2\">\u5b89\u88c5\u8fd9\u4ef6\u4e8b\uff0c\u6211\u662f\u600e\u4e48\u8fc7\u7684<\/h2>\n<p>\u4e24\u6761\u8def\uff0c\u5b98\u65b9 README \u90fd\u7ed9\u4e86\uff1a<\/p>\n<pre><code class=\"language-bash\"># npx\uff0c\u9002\u5408\u672c\u673a\u8bd5\u6c34\nnpx -y @maximhq\/bifrost\n\n# docker\uff0c\u9002\u5408\u670d\u52a1\u5668\ndocker run -p 8080:8080 maximhq\/bifrost\n<\/code><\/pre>\n<p>\u6211\u8d70\u7684 npx\u3002\u7b2c\u4e00\u6b21\u542f\u52a8\u5b83\u53bb\u62c9\u4e00\u4e2a 140.7MB \u7684\u4e8c\u8fdb\u5236\uff0c\u51e0\u5341\u79d2\u4e0b\u8f7d\u5b8c\uff0c\u8fdb\u7a0b\u8d77\u6765\u5230\u76d1\u542c 8080 \u7aef\u53e3\uff0c\u542f\u52a8\u65e5\u5fd7\u91cc\u5199\u7684\u662f 9.4 \u79d2 bootstrap\u3002\u542f\u52a8\u5373\u6fc0\u6d3b\u4e03\u4e2a\u63d2\u4ef6\uff1acompat\u3001model-catalog-resolver\u3001telemetry\u3001prompts\u3001logging\u3001governance\u3001routing\uff0c\u7ba1\u7406\u754c\u9762\u76f4\u63a5\u5f00\u5728 8080\u3002<\/p>\n<p>\u8fd8\u6709\u4e00\u4e2a\u5bb9\u6613\u6f0f\u6389\u7684\u70b9\uff1a<strong>\u9ed8\u8ba4\u6a21\u5f0f\u4e0b\u7ba1\u7406\u754c\u9762\u662f\u9501\u7740\u7684<\/strong>\u3002\u6211\u5148\u8d77\u7684\u90a3\u4e2a\u9ed8\u8ba4\u5b9e\u4f8b\uff0ccurl \u6253\u7ba1\u7406\u63a5\u53e3\u76f4\u63a5\u5403\u4e86 403\uff0c\u62a5\u9519\u8bf4 dashboard auth \u672a\u914d\u7f6e\u3001\u9700\u8981\u8bbe <code>BIFROST_SETUP_TOKEN<\/code> \u6216\u5728 config.json \u91cc\u914d setup token \u518d\u91cd\u542f\u3002\u52a0\u4e0a Geekflare \u5b9e\u6d4b\u91cc\u300c\u4e0d\u5e26\u865a\u62df key \u7684\u63a8\u7406\u8bf7\u6c42\u9ed8\u8ba4 401\u300d\uff0c\u53ef\u4ee5\u786e\u8ba4\u8fd9\u4e2a\u9879\u76ee\u5728\u5b89\u5168\u9ed8\u8ba4\u503c\u4e0a\u662f\u4e0b\u4e86\u529f\u592b\u7684\u2014\u2014\u4f46\u4e24\u4ef6\u4e8b quickstart \u90fd\u6ca1\u5199\uff0c\u7b2c\u4e00\u6b21\u4e0a\u624b\u7684\u4eba\u5927\u6982\u7387\u5728\u8fd9\u4e24\u4e2a 401\/403 \u4e0a\u5404\u61f5\u4e94\u5206\u949f\uff0c\u6211\u5c31\u662f\u8fd9\u4e48\u61f5\u8fc7\u6765\u7684\u3002\u60f3\u56fe\u7701\u4e8b\u8d70\u7eaf\u6587\u4ef6\u6a21\u5f0f\uff0c\u5c31\u5728 config.json \u91cc\u628a <code>config_store.enabled<\/code> \u8bbe\u4e3a false\uff0c\u4ee3\u4ef7\u89c1\u4e0a\u4e00\u8282\u3002<\/p>\n<p>\u786c\u4ef6\u95e8\u69db\uff0c<strong>\u5b98\u65b9 README \u6ca1\u5199\u5f00\u6e90\u7248\u7684\u6700\u4f4e\u914d\u7f6e\uff0c\u8fd9\u662f\u539f\u8bdd\u7ea7\u522b\u7684\u7f3a\u5931<\/strong>\uff0c\u6211\u53ea\u80fd\u62ff\u4e09\u65b9\u5b9e\u6d4b\u548c\u6211\u81ea\u5df1\u7684\u89c2\u5bdf\u62fc\uff1aGeekflare \u5341\u6708\u5728 4GB \u5185\u5b58\u7684\u670d\u52a1\u5668\u4e0a\u8dd1 v2.3.2\uff0c\u95f2\u7f6e 180MB\u3001\u538b\u6d4b\u5cf0\u503c 254MB\uff0c32 \u5e76\u53d1\u625b\u5230 970 RPS\uff1bEnterprise \u7684 sizing \u6587\u6863\u5efa\u8bae\u6bcf pod 4 vCPU \u52a0 16GB \u5185\u5b58\uff0c\u90a3\u4e2a\u6570\u5b57\u660e\u663e\u662f\u7ed9\u96c6\u7fa4\u573a\u666f\u7684\u3002\u4e24\u6863\u6211\u7684\u5efa\u8bae\uff1a<\/p>\n<ul>\n<li><strong>\u8bd5\u6c34<\/strong>\uff1a1 \u6838 512MB \u5c31\u591f\uff0c\u672c\u673a\u7b14\u8bb0\u672c\u90fd\u884c\uff0c\u6211\u8fd9\u6b21\u662f\u548c Ollama \u6324\u5728\u540c\u4e00\u53f0 M2 \u4e0a\u8dd1\u5b8c\u7684\u5168\u7a0b\u3002<\/li>\n<li><strong>\u5c0f\u56e2\u961f\u751f\u4ea7<\/strong>\uff1a2 \u6838 2GB \u8d77\u6b65\uff0c\u65e5\u5fd7\u5f00 SQLite\uff1b\u4e0a\u4e86\u91cf\u7ea7\u518d\u8c08 Postgres \u548c\u591a\u5b9e\u4f8b\u3002\u8fd9\u6863\u662f\u6211\u6309 Geekflare \u7684\u5cf0\u503c\u5185\u5b58\u4e58\u4e2a\u4f59\u91cf\u4f30\u7684\uff0c\u4e0d\u662f\u5b98\u65b9\u6570\u5b57\u3002<\/li>\n<\/ul>\n<p>Docker \u8def\u7ebf\u6709\u4e2a\u5c0f\u5751\uff0cGeekflare \u4e5f\u649e\u4e0a\u4e86\uff1a\u955c\u50cf\u4ee5 UID 1000 \u8fd0\u884c\uff0c\u6302\u8f7d\u7684 data \u76ee\u5f55\u5982\u679c\u662f root \u5efa\u7684\uff0c\u5bb9\u5668\u542f\u52a8\u5373\u9000\u51fa\uff0c\u5148 <code>chown 1000<\/code> \u518d\u8bf4\u3002<\/p>\n<h2 id=\"_3\">\u4e0a\u624b\u8dd1\u901a\uff1a\u4e00\u6b21\u7aef\u5230\u7aef\uff0c\u4e24\u4e2a\u5751<\/h2>\n<p>\u6211\u7684\u76ee\u6807\u5f88\u660e\u786e\uff1a\u628a\u672c\u5730 Ollama \u6ce8\u518c\u6210 provider\uff0c\u4ece\u7f51\u5173\u6253\u4e00\u4e2a\u771f\u5b9e\u8bf7\u6c42\u51fa\u53bb\u3002<\/p>\n<p>\u5148\u8bf4<strong>\u5751\u4e00\uff1aOllama \u7684\u5730\u5740\u5199\u9519\u4f4d\u7f6e\uff0ckey \u4f1a\u88ab\u9759\u9ed8\u8df3\u8fc7<\/strong>\u3002\u6211\u7167\u7740\u901a\u7528\u81ea\u6258\u7ba1 provider \u7684\u6587\u6863\uff0c\u628a\u5730\u5740\u5199\u8fdb <code>network_config.base_url<\/code>\uff0c\u91cd\u542f\u540e\u8bf7\u6c42\u76f4\u63a5\u62a5 provider \u627e\u4e0d\u5230\u3002\u7ffb\u542f\u52a8\u65e5\u5fd7\u624d\u53d1\u73b0\u4e00\u884c warn\uff1a<code>error validating key local-ollama for provider ollama: ollama_key_config is required, skipping key<\/code>\u2014\u2014key \u6ca1\u8fc7\u6821\u9a8c\u88ab\u4e22\u6389\u4e86\uff0c\u7f51\u5173\u7167\u5e38\u542f\u52a8\uff0cUI \u4e0a\u6beb\u65e0\u63d0\u793a\u3002\u67e5\u5b98\u65b9 Ollama \u4e13\u5c5e\u6587\u6863\u624d\u641e\u5bf9\uff0c\u5730\u5740\u8981\u5199\u5728 key \u81ea\u5df1\u7684 <code>ollama_key_config.url<\/code> \u91cc\uff1a<\/p>\n<pre><code class=\"language-json\">{\n  &quot;providers&quot;: {\n    &quot;ollama&quot;: {\n      &quot;keys&quot;: [\n        {\n          &quot;name&quot;: &quot;local-ollama&quot;,\n          &quot;value&quot;: &quot;&quot;,\n          &quot;models&quot;: [&quot;*&quot;],\n          &quot;weight&quot;: 1.0,\n          &quot;ollama_key_config&quot;: {\n            &quot;url&quot;: &quot;http:\/\/localhost:11434&quot;\n          }\n        }\n      ]\n    }\n  },\n  &quot;config_store&quot;: { &quot;enabled&quot;: false }\n}\n<\/code><\/pre>\n<p>\u6539\u5b8c\u91cd\u542f\uff0c\u6ca1\u6709\u4efb\u4f55 warn\u3002\u7136\u540e\u662f\u7aef\u5230\u7aef\uff1a<\/p>\n<pre><code class=\"language-bash\">curl -X POST http:\/\/localhost:8080\/v1\/chat\/completions \\\n  -H &quot;Content-Type: application\/json&quot; \\\n  -d '{&quot;model&quot;:&quot;ollama\/qwen3.5:0.8b&quot;,&quot;messages&quot;:[{&quot;role&quot;:&quot;user&quot;,&quot;content&quot;:&quot;\u7528\u4e00\u53e5\u8bdd\u89e3\u91ca\u4ec0\u4e48\u662f\u8d1f\u8f7d\u5747\u8861&quot;}],&quot;max_tokens&quot;:150}'\n<\/code><\/pre>\n<p>\u7b2c\u4e00\u6b21\u8dd1\u901a\u82b1\u4e86 7.8 \u79d2\uff08\u6a21\u578b\u51b7\u542f\u52a8\u5360\u4e86\u5927\u90e8\u5206\uff09\uff0c\u8fd4\u56de\u5b8c\u5168\u7b26\u5408 OpenAI \u683c\u5f0f\uff1a<code>usage<\/code> \u91cc prompt 15\u3001completion 150\uff0c<code>routing_info<\/code> \u91cc\u6807\u660e\u4e86\u5b9e\u9645\u8def\u7531\u5230 ollama\u3001\u7528\u7684\u54ea\u628a key\u3002\u987a\u624b\u8bd5\u4e86\u4e2a\u4e0d\u5b58\u5728\u7684\u6a21\u578b\u540d\uff0c\u8fd4\u56de\u7684\u662f\u5e72\u51c0\u7684 404 <code>not_found_error<\/code>\uff0crouting \u4fe1\u606f\u539f\u6837\u4fdd\u7559\u2014\u2014\u9519\u8bef\u5904\u7406\u6bd4\u6211\u9884\u60f3\u7684\u4f53\u9762\u3002<\/p>\n<p>\u7136\u540e\u662f<strong>\u5751\u4e8c\uff1athinking \u6a21\u578b\u7684 content \u662f\u7a7a\u7684<\/strong>\u3002qwen3.5 \u662f\u5e26\u601d\u8003\u7684\u6a21\u578b\uff0c150 \u4e2a token \u5168\u70e7\u5728\u601d\u7ef4\u94fe\u4e0a\uff0c<code>content<\/code> \u7a7a\u5b57\u7b26\u4e32\uff0c\u601d\u8003\u5185\u5bb9\u51fa\u73b0\u5728 <code>reasoning<\/code> \u548c <code>reasoning_content<\/code> \u4e24\u4e2a\u5b57\u6bb5\u91cc\uff08\u53cc\u5199\uff0c\u4e3a\u4e86\u517c\u5bb9\u4e0d\u540c\u7684\u5ba2\u6237\u7aef\uff09\u3002\u6211\u4ee5\u4e3a\u662f\u7f51\u5173\u541e\u4e86\u6211\u7684\u5173\u95ed\u601d\u8003\u7684\u53c2\u6570\uff0c\u76f4\u8fde Ollama \u7684\u517c\u5bb9\u5c42\u5bf9\u4e86\u4e00\u904d\u2014\u2014\u4e00\u6837\u7684\u8868\u73b0\u3002\u6240\u4ee5\u8fd9\u4e0d\u7b97 Bifrost \u7684\u9505\uff0c\u662f Ollama \u7684 OpenAI \u517c\u5bb9\u5c42\u4e0d\u8ba4 <code>chat_template_kwargs<\/code>\u3002\u4f46\u8fd9\u6b63\u597d\u5bf9\u5e94\u4e86\u4ed3\u5e93\u91cc\u4e00\u4e2a\u9ad8\u70ed issue \u7684\u540c\u6b3e\u4f53\u9a8c\uff0c\u89c1\u4e0b\u4e00\u8282\u3002<\/p>\n<h2 id=\"_4\">\u522b\u4eba\u8e29\u8fc7\u7684\u5751\uff0c\u6211\u7ffb\u4e86\u4e00\u5708<\/h2>\n<p>\u4ed3\u5e93 issue \u603b\u91cf\u4e0d\u5c0f\uff1a\u5168\u5386\u53f2 1,748 \u6761\uff0c\u5f53\u524d\u8fd8\u5f00\u7740 639 \u6761\uff08\u52a0\u4e0a PR \u662f 1,565 \u4e2a\u672a\u5173\u95ed\u6761\u76ee\uff09\u3002\u9ad8\u9891\u6761\u76ee\u6211\u6311\u4e09\u6761\u8bf4\uff1a<\/p>\n<ul>\n<li><a href=\"https:\/\/github.com\/maximhq\/bifrost\/issues\/4272\">#4272<\/a>\uff1a\u81ea\u5b9a\u4e49 OpenAI \u517c\u5bb9 provider \u7684<strong>\u975e\u6807\u53c2\u6570\u88ab\u9759\u9ed8\u4e22\u5f03<\/strong>\uff0c\u62a5\u544a\u4eba\u60f3\u63a7\u5236 thinking \u5f00\u5173\uff0c\u76f4\u8fde\u4f9b\u5e94\u5546\u53ef\u4ee5\u3001\u8fc7\u7f51\u5173\u4e0d\u884c\uff0c11 \u6761\u8ba8\u8bba\u8fd8\u6ca1\u95ed\u73af\u3002\u6211\u8fd9\u6b21\u7b97\u662f\u95f4\u63a5\u4f53\u9a8c\u4e86\u540c\u6b3e\u2014\u2014\u7f51\u5173\u8fd9\u5c42\u5bf9\u53c2\u6570\u7684\u300c\u7ffb\u8bd1\u300d\u6c38\u8fdc\u6709\u635f\u8017\uff0c\u7528\u81ea\u5b9a\u4e49 provider \u7684\u8981\u7559\u4e2a\u5fc3\u773c\u3002<\/li>\n<li><a href=\"https:\/\/github.com\/maximhq\/bifrost\/issues\/3802\">#3802<\/a>\uff1aAnthropic \u534f\u8bae\u7684 extended thinking \u8bf7\u6c42\u88ab\u8f6c\u6362\u5230 Responses API \u65f6\uff0c\u591a\u8f6e\u5de5\u5177\u8c03\u7528\u91cc <code>reasoning_content<\/code> \u88ab\u4e22\uff0cv1.5.4 \u5230 v1.5.5 \u671f\u95f4\u7684\u56de\u5f52\uff0c11 \u6761\u8ba8\u8bba\u3002\u534f\u8bae\u8f6c\u6362\u662f Bifrost \u7684\u6838\u5fc3\u5356\u70b9\uff0c\u4e5f\u662f bug \u6700\u96c6\u4e2d\u7684\u5730\u65b9\uff0c\u5347\u7ea7\u7248\u672c\u524d\u5148\u770b\u770b\u8fd9\u6761\u7684\u72b6\u6001\u3002<\/li>\n<li><a href=\"https:\/\/github.com\/maximhq\/bifrost\/issues\/969\">#969<\/a>\uff1a\u672c\u5730 llama-server \/ llama-swap \u7684\u652f\u6301\u6587\u6863\u9700\u6c42\uff0c16 \u6761\u8ba8\u8bba\uff0c\u8bf4\u660e\u81ea\u6258\u7ba1\u573a\u666f\u7684\u9700\u6c42\u771f\u5b9e\u5b58\u5728\u4f46\u5b98\u65b9\u8fd8\u6ca1\u7ed9\u6b63\u9762\u7684\u6587\u6863\u3002<\/li>\n<\/ul>\n<p>\u7b2c\u4e09\u65b9\u5b9e\u6d4b\u65b9\u9762\uff0cGeekflare \u90a3\u7bc7\u628a\u4e24\u4e2a\u300c\u6587\u6863\u6ca1\u5199\u4f46\u4f1a\u649e\u4e0a\u300d\u7684\u884c\u4e3a\u9489\u51fa\u6765\u4e86\uff1a<strong>\u9ed8\u8ba4\u5f3a\u5236\u865a\u62df key<\/strong>\uff0c\u4e0d\u5e26\u865a\u62df key \u7684\u8bf7\u6c42\u76f4\u63a5 401\uff0c\u7ba1\u7406\u754c\u9762\u4e5f\u9501\u7740\u8981 setup token\u2014\u2014\u5b89\u5168\u9ed8\u8ba4\u503c\u5f97\u8868\u626c\uff0c\u4f46 quickstart \u4e00\u4e2a\u5b57\u6ca1\u63d0\uff0c\u7b2c\u4e00\u6b21\u4e0a\u624b\u7684\u4eba\u5927\u6982\u7387\u5728 401 \u4e0a\u61f5\u4e94\u5206\u949f\u3002\u53e6\u5916 mrkeyoor \u5341\u6708\u7684\u6784\u5efa\u62a5\u544a\u663e\u793a\uff0c\u67d0\u6b21\u514b\u9686\u6784\u5efa\u4e4b\u540e\u8dd1\u6d4b\u8bd5 90 \u4e2a\u91cc\u6302\u4e86 5 \u4e2a\uff08MCP \u548c Bedrock \u76f8\u5173\uff09\uff0c\u7ed3\u8bba\u662f\u300c\u5148\u81ea\u67e5\u518d\u4e0a\u751f\u4ea7\u300d\u3002\u8fd8\u6709\u4e24\u6761\u6302\u7740\u7684\u5178\u578b\u9700\u6c42\u503c\u5f97\u77e5\u9053\uff1a<a href=\"https:\/\/github.com\/maximhq\/bifrost\/issues\/2477\">#2477<\/a> \u8981 OpenTelemetry \u65e5\u5fd7\u652f\u6301\uff089 \u6761\u8ba8\u8bba\uff0c\u8bf4\u660e tracing \u6709\u4e86\u3001\u65e5\u5fd7\u8fd9\u5757\u8fd8\u6b20\u7740\uff09\uff0c<a href=\"https:\/\/github.com\/maximhq\/bifrost\/issues\/2586\">#2586<\/a> \u8981\u6c42\u6784\u5efa\u52a8\u6001\u94fe\u63a5\u7684 Docker \u955c\u50cf\uff08\u73b0\u5728\u7684\u9759\u6001\u4e8c\u8fdb\u5236\u955c\u50cf\u504f\u5927\uff09\u3002Reddit \u4e0a r\/LLMDevs \u4e00\u5e26\u7684\u53e3\u7891\u6574\u4f53\u504f\u6b63\u9762\uff0848 \u6761\u63d0\u53ca\uff0c\u516b\u6210\u591a\u6b63\u9762\uff09\uff0c\u5938\u5f97\u6700\u591a\u7684\u662f\u5185\u5b58\u5360\u7528\u6bd4 LiteLLM \u4f4e\u3001\u865a\u62df key \u9884\u7b97\u7ba1\u63a7\u597d\u7528\u2014\u2014\u6709\u4eba\u539f\u8bdd\u662f\u300c\u6bcf\u628a\u865a\u62df key \u8bbe\u6bcf\u65e5\u82b1\u9500\u4e0a\u9650\uff0c\u8d85\u989d\u76f4\u63a5\u62e6\u300d\uff0c\u4e5f\u6709\u4eba\u53cd\u6620\u590d\u6742 agentic \u5faa\u73af\u8d70\u7f51\u5173\u4e0d\u5982\u76f4\u8fde\u3002\u4e2d\u6587\u5708\u7684\u516c\u5f00\u8ba8\u8bba\u6211\u641c\u4e86\u4e00\u5708\uff0c\u6210\u89c4\u6a21\u7684\u5f88\u5c11\uff0c\u4e0a\u9762\u8fd9\u4e9b\u57fa\u672c\u5c31\u662f\u76ee\u524d\u80fd\u627e\u5230\u7684\u5168\u90e8\u4e00\u624b\u53cd\u9988\u3002<\/p>\n<h2 id=\"_5\">\u6211\u6700\u540e\u7684\u5224\u65ad<\/h2>\n<p>\u503c\u5f97\u4e0a\u624b\u3002\u5982\u679c\u4f60\u7684\u56e2\u961f\u540c\u65f6\u63a5\u4e24\u5bb6\u4ee5\u4e0a\u4f9b\u5e94\u5546\u3001\u6216\u8005\u6b63\u5728\u88ab\u300ckey \u6563\u843d + \u65e0\u9884\u7b97 + \u65e0\u515c\u5e95\u300d\u6298\u78e8\uff0cBifrost \u662f\u76ee\u524d\u90e8\u7f72\u6210\u672c\u6700\u4f4e\u7684\u9009\u62e9\u4e4b\u4e00\uff1a\u4e00\u4e2a\u4e8c\u8fdb\u5236\u3001\u4e00\u4e2a OpenAI \u517c\u5bb9\u5165\u53e3\u3001\u81ea\u5e26\u4eea\u8868\u76d8\uff0cLinux\/macOS\/\u5bb9\u5668\u901a\u5403\u3002Go \u5185\u5d4c SDK \u8fd8\u7ed9\u4e86\u5d4c\u5165\u5f0f\u8def\u7ebf\uff0c\u540c\u7c7b\u91cc\u5c11\u89c1\u3002<\/p>\n<p>\u53cd\u8fc7\u6765\uff0c\u5982\u679c\u4f60\u53ea\u6709\u4e00\u5bb6\u4f9b\u5e94\u5546\u3001\u6d41\u91cf\u4e5f\u4e0d\u5927\uff0c\u522b\u52a0\u8fd9\u5c42\u2014\u2014\u7f51\u5173\u662f\u65b0\u7684\u5355\u70b9\u548c\u65b0\u7684\u6545\u969c\u9762\uff0c\u7701\u4e0b\u7684 retry \u4ee3\u7801\u8fdc\u4e0d\u5982\u5b83\u5e26\u6765\u7684\u8fd0\u7ef4\u8d1f\u62c5\u3002\u8fd9\u53e5\u8bdd\u662f\u6211\u529d\u81ea\u5df1\u4e5f\u529d\u540c\u884c\u7684\u8bdd\uff1a\u5de5\u5177\u597d\u4e0d\u597d\uff0c\u5148\u770b\u4f60\u7684\u95ee\u9898\u5b58\u4e0d\u5b58\u5728\u3002<\/p>\n<p>\u66ff\u4ee3\u65b9\u6848\u6211\u70b9\u540d\u4e24\u4e2a\u3002<strong>LiteLLM<\/strong>\uff0863k+ star\uff09\uff1aPython \u751f\u6001\uff0c\u4f9b\u5e94\u5546\u76ee\u5f55\u660e\u663e\u66f4\u5e7f\uff08100+ \u5bb6\uff09\uff0c\u793e\u533a\u6700\u5927\uff0c\u4ee3\u4ef7\u662f Python \u4ee3\u7406\u8fdb\u7a0b\u7684\u5185\u5b58\u548c\u5ef6\u8fdf\u90fd\u9ad8\u4e00\u622a\uff0cReddit \u4e0a\u6709\u4eba\u4ece LiteLLM \u8fc1\u8fc7\u6765\u540e\u673a\u5668\u4ece\u56db\u53f0\u5e76\u5230\u4e00\u53f0\u3002\u9009\u5b83\u7684\u7406\u7531\u662f\u300cprovider \u8986\u76d6\u5e7f\u3001\u56e2\u961f\u672c\u6765\u5c31\u662f Python \u6808\u300d\uff0c\u9009 Bifrost \u7684\u7406\u7531\u662f\u300c\u8981\u4f4e\u5f00\u9500\u7684\u5355\u4e8c\u8fdb\u5236 + \u81ea\u5e26 Prometheus\u300d\u3002<strong>Helicone<\/strong>\uff086k 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