{"id":96,"date":"2026-03-21T22:47:17","date_gmt":"2026-03-21T14:47:17","guid":{"rendered":"https:\/\/pa.yingzhi8.cn\/index.php\/2026\/03\/21\/concepts-model-providers\/"},"modified":"2026-03-21T23:08:55","modified_gmt":"2026-03-21T15:08:55","slug":"concepts-model-providers","status":"publish","type":"post","link":"https:\/\/pa.yingzhi8.cn\/index.php\/2026\/03\/21\/concepts-model-providers\/","title":{"rendered":"\u6a21\u578b\u63d0\u4f9b\u5546"},"content":{"rendered":"<h1>\u6a21\u578b\u63d0\u4f9b\u5546<\/h1>\n<p>\u672c\u9875\u4ecb\u7ecd\u7684\u662f <strong>LLM\/\u6a21\u578b\u63d0\u4f9b\u5546<\/strong>\uff08\u800c\u4e0d\u662f\u50cf WhatsApp\/Telegram \u8fd9\u6837\u7684\u804a\u5929\u6e20\u9053\uff09\u3002<br \/>\n\u6709\u5173\u6a21\u578b\u9009\u62e9\u89c4\u5219\uff0c\u8bf7\u53c2\u89c1 <a href=\"\/concepts\/models\">\/concepts\/models<\/a>\u3002<\/p>\n<h2>\u5feb\u901f\u89c4\u5219<\/h2>\n<ul>\n<li>\u6a21\u578b\u5f15\u7528\u4f7f\u7528 <code>provider\/model<\/code>\uff08\u793a\u4f8b\uff1a<code>opencode\/claude-opus-4-6<\/code>\uff09\u3002<\/li>\n<li>\u5982\u679c\u4f60\u8bbe\u7f6e\u4e86 <code>agents.defaults.models<\/code>\uff0c\u5b83\u5c31\u4f1a\u6210\u4e3a allowlist\u3002<\/li>\n<li>CLI \u8f85\u52a9\u547d\u4ee4\uff1a<code>openclaw onboard<\/code>\u3001<code>openclaw models list<\/code>\u3001<code>openclaw models set &lt;provider\/model&gt;<\/code>\u3002<\/li>\n<li>\u63d0\u4f9b\u5546\u63d2\u4ef6\u53ef\u4ee5\u901a\u8fc7 <code>registerProvider({ catalog })<\/code> \u6ce8\u5165\u6a21\u578b\u76ee\u5f55\uff1b<br \/>\n  OpenClaw \u4f1a\u5728\u5199\u5165<br \/>\n  <code>models.json<\/code> \u4e4b\u524d\u5c06\u8be5\u8f93\u51fa\u5408\u5e76\u5230 <code>models.providers<\/code> \u4e2d\u3002<\/li>\n<li>\u63d0\u4f9b\u5546\u6e05\u5355\u53ef\u4ee5\u58f0\u660e <code>providerAuthEnvVars<\/code>\uff0c\u8fd9\u6837\u57fa\u4e8e\u901a\u7528\u73af\u5883\u53d8\u91cf\u7684<br \/>\n  \u8eab\u4efd\u9a8c\u8bc1\u63a2\u6d4b\u5c31\u4e0d\u9700\u8981\u52a0\u8f7d\u63d2\u4ef6\u8fd0\u884c\u65f6\u3002\u5176\u4f59\u7684\u6838\u5fc3\u73af\u5883\u53d8\u91cf\u6620\u5c04<br \/>\n  \u73b0\u5728\u53ea\u7528\u4e8e\u975e\u63d2\u4ef6\/\u6838\u5fc3\u63d0\u4f9b\u5546\uff0c\u4ee5\u53ca\u5c11\u6570\u901a\u7528\u4f18\u5148\u7ea7\u573a\u666f\uff0c<br \/>\n  \u4f8b\u5982 Anthropic \u4ee5 API \u5bc6\u94a5\u4f18\u5148\u7684\u65b0\u624b\u5f15\u5bfc\u3002<\/li>\n<li>\u63d0\u4f9b\u5546\u63d2\u4ef6\u8fd8\u53ef\u4ee5\u901a\u8fc7\u4ee5\u4e0b\u673a\u5236\u63a5\u7ba1\u63d0\u4f9b\u5546\u8fd0\u884c\u65f6\u884c\u4e3a\uff1a<br \/>\n  <code>resolveDynamicModel<\/code>\u3001<code>prepareDynamicModel<\/code>\u3001<code>normalizeResolvedModel<\/code>\u3001<br \/>\n  <code>capabilities<\/code>\u3001<code>prepareExtraParams<\/code>\u3001<code>wrapStreamFn<\/code>\u3001<code>formatApiKey<\/code>\u3001<br \/>\n  <code>refreshOAuth<\/code>\u3001<code>buildAuthDoctorHint<\/code>\u3001<br \/>\n  <code>isCacheTtlEligible<\/code>\u3001<code>buildMissingAuthMessage<\/code>\u3001<br \/>\n  <code>suppressBuiltInModel<\/code>\u3001<code>augmentModelCatalog<\/code>\u3001<code>isBinaryThinking<\/code>\u3001<br \/>\n  <code>supportsXHighThinking<\/code>\u3001<code>resolveDefaultThinkingLevel<\/code>\u3001<br \/>\n  <code>isModernModelRef<\/code>\u3001<code>prepareRuntimeAuth<\/code>\u3001<code>resolveUsageAuth<\/code>\uff0c\u4ee5\u53ca<br \/>\n  <code>fetchUsageSnapshot<\/code>\u3002<\/li>\n<\/ul>\n<h2>\u63d2\u4ef6\u63a5\u7ba1\u7684\u63d0\u4f9b\u5546\u884c\u4e3a<\/h2>\n<p>\u63d0\u4f9b\u5546\u63d2\u4ef6\u73b0\u5728\u53ef\u4ee5\u63a5\u7ba1\u5927\u591a\u6570\u63d0\u4f9b\u5546\u7279\u5b9a\u903b\u8f91\uff0c\u800c OpenClaw \u4fdd\u7559<br \/>\n\u901a\u7528\u63a8\u7406\u5faa\u73af\u3002<\/p>\n<p>\u5178\u578b\u5212\u5206\uff1a<\/p>\n<ul>\n<li><code>auth[].run<\/code> \/ <code>auth[].runNonInteractive<\/code>\uff1a\u63d0\u4f9b\u5546\u63a5\u7ba1 <code>openclaw onboard<\/code>\u3001<code>openclaw models auth<\/code> \u548c\u65e0\u5934\u8bbe\u7f6e\u7684<br \/>\n  \u65b0\u624b\u5f15\u5bfc\/\u767b\u5f55\u6d41\u7a0b<\/li>\n<li><code>wizard.onboarding<\/code> \/ <code>wizard.modelPicker<\/code>\uff1a\u63d0\u4f9b\u5546\u63a5\u7ba1\u65b0\u624b\u5f15\u5bfc\/\u6a21\u578b\u9009\u62e9\u5668\u4e2d\u7684\u8eab\u4efd\u9a8c\u8bc1\u9009\u9879\u6807\u7b7e\u3001<br \/>\n  \u63d0\u793a\u548c\u8bbe\u7f6e\u6761\u76ee<\/li>\n<li><code>catalog<\/code>\uff1a\u63d0\u4f9b\u5546\u51fa\u73b0\u5728 <code>models.providers<\/code> \u4e2d<\/li>\n<li><code>resolveDynamicModel<\/code>\uff1a\u63d0\u4f9b\u5546\u63a5\u53d7\u5c1a\u672a\u51fa\u73b0\u5728\u672c\u5730\u9759\u6001<br \/>\n  \u76ee\u5f55\u4e2d\u7684\u6a21\u578b ID<\/li>\n<li><code>prepareDynamicModel<\/code>\uff1a\u63d0\u4f9b\u5546\u5728\u91cd\u8bd5<br \/>\n  \u52a8\u6001\u89e3\u6790\u4e4b\u524d\u9700\u8981\u5237\u65b0\u5143\u6570\u636e<\/li>\n<li><code>normalizeResolvedModel<\/code>\uff1a\u63d0\u4f9b\u5546\u9700\u8981\u91cd\u5199\u4f20\u8f93\u6216\u57fa\u7840 URL<\/li>\n<li><code>capabilities<\/code>\uff1a\u63d0\u4f9b\u5546\u53d1\u5e03 transcript\/\u5de5\u5177\/\u63d0\u4f9b\u5546\u5bb6\u65cf\u7684\u7279\u6b8a\u884c\u4e3a<\/li>\n<li><code>prepareExtraParams<\/code>\uff1a\u63d0\u4f9b\u5546\u4e3a\u6bcf\u4e2a\u6a21\u578b\u8bf7\u6c42\u53c2\u6570\u63d0\u4f9b\u9ed8\u8ba4\u503c\u6216\u8fdb\u884c\u6807\u51c6\u5316<\/li>\n<li><code>wrapStreamFn<\/code>\uff1a\u63d0\u4f9b\u5546\u5e94\u7528\u8bf7\u6c42\u5934\/\u8bf7\u6c42\u4f53\/\u6a21\u578b\u517c\u5bb9\u5305\u88c5\u5668<\/li>\n<li><code>formatApiKey<\/code>\uff1a\u63d0\u4f9b\u5546\u5c06\u5b58\u50a8\u7684 auth profile \u683c\u5f0f\u5316\u4e3a<br \/>\n  \u4f20\u8f93\u5c42\u9884\u671f\u7684\u8fd0\u884c\u65f6 <code>apiKey<\/code> \u5b57\u7b26\u4e32<\/li>\n<li><code>refreshOAuth<\/code>\uff1a\u5f53\u5171\u4eab\u7684 <code>pi-ai<\/code><br \/>\n  \u5237\u65b0\u5668\u4e0d\u8db3\u65f6\uff0c\u7531\u63d0\u4f9b\u5546\u63a5\u7ba1 OAuth \u5237\u65b0<\/li>\n<li><code>buildAuthDoctorHint<\/code>\uff1a\u5f53 OAuth \u5237\u65b0<br \/>\n  \u5931\u8d25\u65f6\uff0c\u63d0\u4f9b\u5546\u9644\u52a0\u4fee\u590d\u6307\u5f15<\/li>\n<li><code>isCacheTtlEligible<\/code>\uff1a\u63d0\u4f9b\u5546\u51b3\u5b9a\u54ea\u4e9b\u4e0a\u6e38\u6a21\u578b ID \u652f\u6301 prompt-cache TTL<\/li>\n<li><code>buildMissingAuthMessage<\/code>\uff1a\u63d0\u4f9b\u5546\u7528\u63d0\u4f9b\u5546\u7279\u5b9a\u7684\u6062\u590d\u63d0\u793a<br \/>\n  \u66ff\u6362\u901a\u7528 auth-store \u9519\u8bef<\/li>\n<li><code>suppressBuiltInModel<\/code>\uff1a\u63d0\u4f9b\u5546\u9690\u85cf\u8fc7\u65f6\u7684\u4e0a\u6e38\u6761\u76ee\uff0c\u5e76\u4e14\u53ef\u4ee5\u5728\u76f4\u63a5\u89e3\u6790\u5931\u8d25\u65f6\u8fd4\u56de<br \/>\n  \u4f9b\u5e94\u5546\u81ea\u6709\u9519\u8bef<\/li>\n<li><code>augmentModelCatalog<\/code>\uff1a\u63d0\u4f9b\u5546\u5728<br \/>\n  \u53d1\u73b0\u548c\u914d\u7f6e\u5408\u5e76\u540e\u8ffd\u52a0\u5408\u6210\/\u6700\u7ec8\u76ee\u5f55\u6761\u76ee<\/li>\n<li><code>isBinaryThinking<\/code>\uff1a\u63d0\u4f9b\u5546\u63a5\u7ba1\u4e8c\u5143\u5f00\/\u5173 thinking UX<\/li>\n<li><code>supportsXHighThinking<\/code>\uff1a\u63d0\u4f9b\u5546\u8ba9\u9009\u5b9a\u6a21\u578b\u652f\u6301 <code>xhigh<\/code><\/li>\n<li><code>resolveDefaultThinkingLevel<\/code>\uff1a\u63d0\u4f9b\u5546\u63a5\u7ba1\u67d0\u4e2a<br \/>\n  \u6a21\u578b\u5bb6\u65cf\u9ed8\u8ba4 <code>\/think<\/code> \u7b56\u7565<\/li>\n<li><code>isModernModelRef<\/code>\uff1a\u63d0\u4f9b\u5546\u63a5\u7ba1 live\/smoke \u9996\u9009\u6a21\u578b\u5339\u914d<\/li>\n<li><code>prepareRuntimeAuth<\/code>\uff1a\u63d0\u4f9b\u5546\u5c06\u5df2\u914d\u7f6e\u51ed\u8bc1\u8f6c\u6362\u4e3a\u77ed\u671f<br \/>\n  \u8fd0\u884c\u65f6\u4ee4\u724c<\/li>\n<li><code>resolveUsageAuth<\/code>\uff1a\u63d0\u4f9b\u5546\u4e3a <code>\/usage<\/code><br \/>\n  \u4ee5\u53ca\u76f8\u5173\u72b6\u6001\/\u62a5\u544a\u754c\u9762\u89e3\u6790\u4f7f\u7528\u91cf\/\u914d\u989d\u51ed\u8bc1<\/li>\n<li><code>fetchUsageSnapshot<\/code>\uff1a\u63d0\u4f9b\u5546\u63a5\u7ba1\u4f7f\u7528\u91cf\u7aef\u70b9\u7684\u83b7\u53d6\/\u89e3\u6790\uff0c\u800c\u6838\u5fc3\u4ecd\u8d1f\u8d23\u6458\u8981\u5916\u58f3\u548c\u683c\u5f0f\u5316<\/li>\n<\/ul>\n<p>\u5f53\u524d\u5185\u7f6e\u793a\u4f8b\uff1a<\/p>\n<ul>\n<li><code>anthropic<\/code>\uff1aClaude 4.6 \u524d\u5411\u517c\u5bb9\u56de\u9000\u3001\u8eab\u4efd\u9a8c\u8bc1\u4fee\u590d\u63d0\u793a\u3001\u4f7f\u7528\u91cf<br \/>\n  \u7aef\u70b9\u83b7\u53d6\uff0c\u4ee5\u53ca cache-TTL\/\u63d0\u4f9b\u5546\u5bb6\u65cf\u5143\u6570\u636e<\/li>\n<li><code>openrouter<\/code>\uff1a\u76f4\u901a\u6a21\u578b ID\u3001\u8bf7\u6c42\u5305\u88c5\u5668\u3001\u63d0\u4f9b\u5546\u80fd\u529b<br \/>\n  \u63d0\u793a\uff0c\u4ee5\u53ca cache-TTL \u7b56\u7565<\/li>\n<li><code>github-copilot<\/code>\uff1a\u65b0\u624b\u5f15\u5bfc\/\u8bbe\u5907\u767b\u5f55\u3001\u524d\u5411\u517c\u5bb9\u6a21\u578b\u56de\u9000\u3001<br \/>\n  Claude-thinking transcript \u63d0\u793a\u3001\u8fd0\u884c\u65f6\u4ee4\u724c\u4ea4\u6362\uff0c\u4ee5\u53ca\u4f7f\u7528\u91cf\u7aef\u70b9<br \/>\n  \u83b7\u53d6<\/li>\n<li><code>openai<\/code>\uff1aGPT-5.4 \u524d\u5411\u517c\u5bb9\u56de\u9000\u3001\u76f4\u63a5 OpenAI \u4f20\u8f93<br \/>\n  \u6807\u51c6\u5316\u3001Codex \u611f\u77e5\u7684\u7f3a\u5931\u8eab\u4efd\u9a8c\u8bc1\u63d0\u793a\u3001Spark \u6291\u5236\u3001\u5408\u6210<br \/>\n  OpenAI\/Codex \u76ee\u5f55\u6761\u76ee\u3001thinking\/live-model \u7b56\u7565\uff0c\u4ee5\u53ca<br \/>\n  \u63d0\u4f9b\u5546\u5bb6\u65cf\u5143\u6570\u636e<\/li>\n<li><code>google<\/code> \u548c <code>google-gemini-cli<\/code>\uff1aGemini 3.1 \u524d\u5411\u517c\u5bb9\u56de\u9000\u548c<br \/>\n  \u73b0\u4ee3\u6a21\u578b\u5339\u914d\uff1bGemini CLI OAuth \u8fd8\u63a5\u7ba1 auth-profile \u4ee4\u724c<br \/>\n  \u683c\u5f0f\u5316\u3001usage-token \u89e3\u6790\uff0c\u4ee5\u53ca\u9762\u5411\u4f7f\u7528\u91cf\u754c\u9762\u7684\u914d\u989d\u7aef\u70b9\u83b7\u53d6<\/li>\n<li><code>moonshot<\/code>\uff1a\u5171\u4eab\u4f20\u8f93\u3001\u63d2\u4ef6\u63a5\u7ba1\u7684 thinking \u8d1f\u8f7d\u6807\u51c6\u5316<\/li>\n<li><code>kilocode<\/code>\uff1a\u5171\u4eab\u4f20\u8f93\u3001\u63d2\u4ef6\u63a5\u7ba1\u7684\u8bf7\u6c42\u5934\u3001reasoning \u8d1f\u8f7d<br \/>\n  \u6807\u51c6\u5316\u3001Gemini transcript \u63d0\u793a\uff0c\u4ee5\u53ca cache-TTL \u7b56\u7565<\/li>\n<li><code>zai<\/code>\uff1aGLM-5 \u524d\u5411\u517c\u5bb9\u56de\u9000\u3001<code>tool_stream<\/code> \u9ed8\u8ba4\u503c\u3001cache-TTL<br \/>\n  \u7b56\u7565\u3001\u4e8c\u5143 thinking\/live-model \u7b56\u7565\uff0c\u4ee5\u53ca\u4f7f\u7528\u91cf\u8eab\u4efd\u9a8c\u8bc1 + \u914d\u989d\u83b7\u53d6<\/li>\n<li><code>mistral<\/code>\u3001<code>opencode<\/code> \u548c <code>opencode-go<\/code>\uff1a\u63d2\u4ef6\u63a5\u7ba1\u7684\u80fd\u529b\u5143\u6570\u636e<\/li>\n<li><code>byteplus<\/code>\u3001<code>cloudflare-ai-gateway<\/code>\u3001<code>huggingface<\/code>\u3001<code>kimi-coding<\/code>\u3001<br \/>\n  <code>modelstudio<\/code>\u3001<code>nvidia<\/code>\u3001<code>qianfan<\/code>\u3001<code>synthetic<\/code>\u3001<code>together<\/code>\u3001<code>venice<\/code>\u3001<br \/>\n  <code>vercel-ai-gateway<\/code> \u548c <code>volcengine<\/code>\uff1a\u4ec5\u63d2\u4ef6\u63a5\u7ba1\u7684\u76ee\u5f55<\/li>\n<li><code>qwen-portal<\/code>\uff1a\u63d2\u4ef6\u63a5\u7ba1\u7684\u76ee\u5f55\u3001OAuth \u767b\u5f55\u548c OAuth \u5237\u65b0<\/li>\n<li><code>minimax<\/code> \u548c <code>xiaomi<\/code>\uff1a\u63d2\u4ef6\u63a5\u7ba1\u7684\u76ee\u5f55\uff0c\u4ee5\u53ca\u4f7f\u7528\u91cf\u8eab\u4efd\u9a8c\u8bc1\/\u5feb\u7167\u903b\u8f91<\/li>\n<\/ul>\n<p>\u5185\u7f6e\u7684 <code>openai<\/code> \u63d2\u4ef6\u73b0\u5728\u63a5\u7ba1\u4e24\u4e2a\u63d0\u4f9b\u5546 ID\uff1a<code>openai<\/code> \u548c<br \/>\n<code>openai-codex<\/code>\u3002<\/p>\n<p>\u4ee5\u4e0a\u6db5\u76d6\u4e86\u4ecd\u9002\u5408 OpenClaw \u5e38\u89c4\u4f20\u8f93\u7684\u63d0\u4f9b\u5546\u3002\u82e5\u67d0\u4e2a\u63d0\u4f9b\u5546<br \/>\n\u9700\u8981\u5b8c\u5168\u81ea\u5b9a\u4e49\u7684\u8bf7\u6c42\u6267\u884c\u5668\uff0c\u90a3\u5c31\u662f\u53e6\u4e00\u4e2a\u66f4\u6df1\u5c42\u7684\u6269\u5c55\u63a5\u53e3\u3002<\/p>\n<h2>API \u5bc6\u94a5\u8f6e\u6362<\/h2>\n<ul>\n<li>\u652f\u6301\u4e3a\u9009\u5b9a\u63d0\u4f9b\u5546\u8fdb\u884c\u901a\u7528\u63d0\u4f9b\u5546\u8f6e\u6362\u3002<\/li>\n<li>\u901a\u8fc7\u4ee5\u4e0b\u65b9\u5f0f\u914d\u7f6e\u591a\u4e2a\u5bc6\u94a5\uff1a<\/li>\n<li><code>OPENCLAW_LIVE_&lt;PROVIDER&gt;_KEY<\/code>\uff08\u5355\u4e2a live \u8986\u76d6\uff0c\u6700\u9ad8\u4f18\u5148\u7ea7\uff09<\/li>\n<li><code>&lt;PROVIDER&gt;_API_KEYS<\/code>\uff08\u9017\u53f7\u6216\u5206\u53f7\u5206\u9694\u5217\u8868\uff09<\/li>\n<li><code>&lt;PROVIDER&gt;_API_KEY<\/code>\uff08\u4e3b\u5bc6\u94a5\uff09<\/li>\n<li><code>&lt;PROVIDER&gt;_API_KEY_*<\/code>\uff08\u7f16\u53f7\u5217\u8868\uff0c\u4f8b\u5982 <code>&lt;PROVIDER&gt;_API_KEY_1<\/code>\uff09<\/li>\n<li>\u5bf9\u4e8e Google \u63d0\u4f9b\u5546\uff0c\u8fd8\u4f1a\u5305\u542b <code>GOOGLE_API_KEY<\/code> \u4f5c\u4e3a\u56de\u9000\u3002<\/li>\n<li>\u5bc6\u94a5\u9009\u62e9\u987a\u5e8f\u4f1a\u4fdd\u7559\u4f18\u5148\u7ea7\u5e76\u5bf9\u503c\u53bb\u91cd\u3002<\/li>\n<li>\u4ec5\u5728\u901f\u7387\u9650\u5236\u54cd\u5e94\u65f6\u624d\u4f1a\u4f7f\u7528\u4e0b\u4e00\u4e2a\u5bc6\u94a5\u91cd\u8bd5\u8bf7\u6c42\uff08\u4f8b\u5982 <code>429<\/code>\u3001<code>rate_limit<\/code>\u3001<code>quota<\/code>\u3001<code>resource exhausted<\/code>\uff09\u3002<\/li>\n<li>\u975e\u901f\u7387\u9650\u5236\u5931\u8d25\u4f1a\u7acb\u5373\u5931\u8d25\uff1b\u4e0d\u4f1a\u5c1d\u8bd5\u5bc6\u94a5\u8f6e\u6362\u3002<\/li>\n<li>\u5f53\u6240\u6709\u5019\u9009\u5bc6\u94a5\u90fd\u5931\u8d25\u65f6\uff0c\u5c06\u8fd4\u56de\u6700\u540e\u4e00\u6b21\u5c1d\u8bd5\u7684\u6700\u7ec8\u9519\u8bef\u3002<\/li>\n<\/ul>\n<h2>\u5185\u7f6e\u63d0\u4f9b\u5546\uff08pi-ai \u76ee\u5f55\uff09<\/h2>\n<p>OpenClaw \u9644\u5e26 pi\u2011ai \u76ee\u5f55\u3002\u8fd9\u4e9b\u63d0\u4f9b\u5546<strong>\u4e0d\u9700\u8981<\/strong><br \/>\n<code>models.providers<\/code> \u914d\u7f6e\uff1b\u53ea\u9700\u8bbe\u7f6e\u8eab\u4efd\u9a8c\u8bc1 + \u9009\u62e9\u4e00\u4e2a\u6a21\u578b\u3002<\/p>\n<h3>OpenAI<\/h3>\n<ul>\n<li>\u63d0\u4f9b\u5546\uff1a<code>openai<\/code><\/li>\n<li>\u8eab\u4efd\u9a8c\u8bc1\uff1a<code>OPENAI_API_KEY<\/code><\/li>\n<li>\u53ef\u9009\u8f6e\u6362\uff1a<code>OPENAI_API_KEYS<\/code>\u3001<code>OPENAI_API_KEY_1<\/code>\u3001<code>OPENAI_API_KEY_2<\/code>\uff0c\u4ee5\u53ca <code>OPENCLAW_LIVE_OPENAI_KEY<\/code>\uff08\u5355\u4e2a\u8986\u76d6\uff09<\/li>\n<li>\u793a\u4f8b\u6a21\u578b\uff1a<code>openai\/gpt-5.4<\/code>\u3001<code>openai\/gpt-5.4-pro<\/code><\/li>\n<li>CLI\uff1a<code>openclaw onboard --auth-choice openai-api-key<\/code><\/li>\n<li>\u9ed8\u8ba4\u4f20\u8f93\u4e3a <code>auto<\/code>\uff08\u4f18\u5148 WebSocket\uff0cSSE \u56de\u9000\uff09<\/li>\n<li>\u901a\u8fc7 <code>agents.defaults.models[\"openai\/&lt;model&gt;\"].params.transport<\/code> \u6309\u6a21\u578b\u8986\u76d6\uff08<code>\"sse\"<\/code>\u3001<code>\"websocket\"<\/code> \u6216 <code>\"auto\"<\/code>\uff09<\/li>\n<li>OpenAI Responses WebSocket \u9884\u70ed\u9ed8\u8ba4\u901a\u8fc7 <code>params.openaiWsWarmup<\/code> \u542f\u7528\uff08<code>true<\/code>\/<code>false<\/code>\uff09<\/li>\n<li>\u53ef\u901a\u8fc7 <code>agents.defaults.models[\"openai\/&lt;model&gt;\"].params.serviceTier<\/code> \u542f\u7528 OpenAI \u4f18\u5148\u5904\u7406<\/li>\n<li>\u53ef\u901a\u8fc7 <code>agents.defaults.models[\"&lt;provider&gt;\/&lt;model&gt;\"].params.fastMode<\/code> \u4e3a\u6bcf\u4e2a\u6a21\u578b\u542f\u7528 OpenAI \u5feb\u901f\u6a21\u5f0f<\/li>\n<li><code>openai\/gpt-5.3-codex-spark<\/code> \u5728 OpenClaw \u4e2d\u88ab\u6709\u610f\u6291\u5236\uff0c\u56e0\u4e3a live OpenAI API \u4f1a\u62d2\u7edd\u5b83\uff1bSpark \u88ab\u89c6\u4e3a\u4ec5\u9650 Codex<\/li>\n<\/ul>\n<p>&#8220;`json5  theme={&#8220;theme&#8221;:{&#8220;light&#8221;:&#8221;min-light&#8221;,&#8221;dark&#8221;:&#8221;min-dark&#8221;}}<br \/>\n{<br \/>\n  agents: { defaults: { model: { primary: &#8220;openai\/gpt-5.4&#8221; } } },<br \/>\n}<\/p>\n<pre><code>\n### Anthropic\n\n* \u63d0\u4f9b\u5546\uff1a`anthropic`\n* \u8eab\u4efd\u9a8c\u8bc1\uff1a`ANTHROPIC_API_KEY` \u6216 `claude setup-token`\n* \u53ef\u9009\u8f6e\u6362\uff1a`ANTHROPIC_API_KEYS`\u3001`ANTHROPIC_API_KEY_1`\u3001`ANTHROPIC_API_KEY_2`\uff0c\u4ee5\u53ca `OPENCLAW_LIVE_ANTHROPIC_KEY`\uff08\u5355\u4e2a\u8986\u76d6\uff09\n* \u793a\u4f8b\u6a21\u578b\uff1a`anthropic\/claude-opus-4-6`\n* CLI\uff1a`openclaw onboard --auth-choice token`\uff08\u7c98\u8d34 setup-token\uff09\u6216 `openclaw models auth paste-token --provider anthropic`\n* \u76f4\u63a5 API \u5bc6\u94a5\u6a21\u578b\u652f\u6301\u5171\u4eab\u7684 `\/fast` \u5f00\u5173\u548c `params.fastMode`\uff1bOpenClaw \u4f1a\u5c06\u5176\u6620\u5c04\u5230 Anthropic `service_tier`\uff08`auto` \u4e0e `standard_only`\uff09\n* \u7b56\u7565\u8bf4\u660e\uff1asetup-token \u652f\u6301\u5c5e\u4e8e\u6280\u672f\u517c\u5bb9\u6027\uff1bAnthropic \u8fc7\u53bb\u66fe\u963b\u6b62\u67d0\u4e9b\u5728 Claude Code \u4e4b\u5916\u7684\u8ba2\u9605\u7528\u6cd5\u3002\u8bf7\u6838\u5b9e\u5f53\u524d Anthropic \u6761\u6b3e\uff0c\u5e76\u6839\u636e\u4f60\u7684\u98ce\u9669\u627f\u53d7\u80fd\u529b\u505a\u51fa\u51b3\u5b9a\u3002\n* \u5efa\u8bae\uff1a\u76f8\u6bd4\u8ba2\u9605 setup-token \u8eab\u4efd\u9a8c\u8bc1\uff0cAnthropic API \u5bc6\u94a5\u8eab\u4efd\u9a8c\u8bc1\u662f\u66f4\u5b89\u5168\u3001\u4e5f\u66f4\u63a8\u8350\u7684\u8def\u5f84\u3002\n\n```json5  theme={&quot;theme&quot;:{&quot;light&quot;:&quot;min-light&quot;,&quot;dark&quot;:&quot;min-dark&quot;}}\n{\n  agents: { defaults: { model: { primary: &quot;anthropic\/claude-opus-4-6&quot; } } },\n}\n<\/code><\/pre>\n<h3>OpenAI Code\uff08Codex\uff09<\/h3>\n<ul>\n<li>\u63d0\u4f9b\u5546\uff1a<code>openai-codex<\/code><\/li>\n<li>\u8eab\u4efd\u9a8c\u8bc1\uff1aOAuth\uff08ChatGPT\uff09<\/li>\n<li>\u793a\u4f8b\u6a21\u578b\uff1a<code>openai-codex\/gpt-5.4<\/code><\/li>\n<li>CLI\uff1a<code>openclaw onboard --auth-choice openai-codex<\/code> \u6216 <code>openclaw models auth login --provider openai-codex<\/code><\/li>\n<li>\u9ed8\u8ba4\u4f20\u8f93\u4e3a <code>auto<\/code>\uff08\u4f18\u5148 WebSocket\uff0cSSE \u56de\u9000\uff09<\/li>\n<li>\u901a\u8fc7 <code>agents.defaults.models[\"openai-codex\/&lt;model&gt;\"].params.transport<\/code> \u6309\u6a21\u578b\u8986\u76d6\uff08<code>\"sse\"<\/code>\u3001<code>\"websocket\"<\/code> \u6216 <code>\"auto\"<\/code>\uff09<\/li>\n<li>\u4e0e\u76f4\u63a5 <code>openai\/*<\/code> \u5171\u4eab\u76f8\u540c\u7684 <code>\/fast<\/code> \u5f00\u5173\u548c <code>params.fastMode<\/code> \u914d\u7f6e<\/li>\n<li>\u5f53 Codex OAuth \u76ee\u5f55\u66b4\u9732\u5b83\u65f6\uff0c<code>openai-codex\/gpt-5.3-codex-spark<\/code> \u4ecd\u7136\u53ef\u7528\uff1b\u53d6\u51b3\u4e8e entitlement<\/li>\n<li>\u7b56\u7565\u8bf4\u660e\uff1aOpenAI Codex OAuth \u660e\u786e\u652f\u6301 OpenClaw \u8fd9\u6837\u7684\u5916\u90e8\u5de5\u5177\/\u5de5\u4f5c\u6d41\u3002<\/li>\n<\/ul>\n<p>&#8220;`json5  theme={&#8220;theme&#8221;:{&#8220;light&#8221;:&#8221;min-light&#8221;,&#8221;dark&#8221;:&#8221;min-dark&#8221;}}<br \/>\n{<br \/>\n  agents: { defaults: { model: { primary: &#8220;openai-codex\/gpt-5.4&#8221; } } },<br \/>\n}<\/p>\n<pre><code>\n### OpenCode\n\n* \u8eab\u4efd\u9a8c\u8bc1\uff1a`OPENCODE_API_KEY`\uff08\u6216 `OPENCODE_ZEN_API_KEY`\uff09\n* Zen \u8fd0\u884c\u65f6\u63d0\u4f9b\u5546\uff1a`opencode`\n* Go \u8fd0\u884c\u65f6\u63d0\u4f9b\u5546\uff1a`opencode-go`\n* \u793a\u4f8b\u6a21\u578b\uff1a`opencode\/claude-opus-4-6`\u3001`opencode-go\/kimi-k2.5`\n* CLI\uff1a`openclaw onboard --auth-choice opencode-zen` \u6216 `openclaw onboard --auth-choice opencode-go`\n\n```json5  theme={&quot;theme&quot;:{&quot;light&quot;:&quot;min-light&quot;,&quot;dark&quot;:&quot;min-dark&quot;}}\n{\n  agents: { defaults: { model: { primary: &quot;opencode\/claude-opus-4-6&quot; } } },\n}\n<\/code><\/pre>\n<h3>Google Gemini\uff08API \u5bc6\u94a5\uff09<\/h3>\n<ul>\n<li>\u63d0\u4f9b\u5546\uff1a<code>google<\/code><\/li>\n<li>\u8eab\u4efd\u9a8c\u8bc1\uff1a<code>GEMINI_API_KEY<\/code><\/li>\n<li>\u53ef\u9009\u8f6e\u6362\uff1a<code>GEMINI_API_KEYS<\/code>\u3001<code>GEMINI_API_KEY_1<\/code>\u3001<code>GEMINI_API_KEY_2<\/code>\u3001<code>GOOGLE_API_KEY<\/code> \u56de\u9000\uff0c\u4ee5\u53ca <code>OPENCLAW_LIVE_GEMINI_KEY<\/code>\uff08\u5355\u4e2a\u8986\u76d6\uff09<\/li>\n<li>\u793a\u4f8b\u6a21\u578b\uff1a<code>google\/gemini-3.1-pro-preview<\/code>\u3001<code>google\/gemini-3-flash-preview<\/code><\/li>\n<li>\u517c\u5bb9\u6027\uff1a\u4f7f\u7528 <code>google\/gemini-3.1-flash-preview<\/code> \u7684\u65e7\u7248 OpenClaw \u914d\u7f6e\u4f1a\u88ab\u6807\u51c6\u5316\u4e3a <code>google\/gemini-3-flash-preview<\/code><\/li>\n<li>CLI\uff1a<code>openclaw onboard --auth-choice gemini-api-key<\/code><\/li>\n<\/ul>\n<h3>Google Vertex \u548c Gemini CLI<\/h3>\n<ul>\n<li>\u63d0\u4f9b\u5546\uff1a<code>google-vertex<\/code>\u3001<code>google-gemini-cli<\/code><\/li>\n<li>\u8eab\u4efd\u9a8c\u8bc1\uff1aVertex \u4f7f\u7528 gcloud ADC\uff1bGemini CLI \u4f7f\u7528\u5176 OAuth \u6d41\u7a0b<\/li>\n<li>\u6ce8\u610f\uff1aOpenClaw \u4e2d\u7684 Gemini CLI OAuth \u662f\u975e\u5b98\u65b9\u96c6\u6210\u3002\u4e00\u4e9b\u7528\u6237\u62a5\u544a\u5728\u4f7f\u7528\u7b2c\u4e09\u65b9\u5ba2\u6237\u7aef\u540e\u906d\u9047 Google \u8d26\u53f7\u9650\u5236\u3002\u8bf7\u67e5\u770b Google \u6761\u6b3e\uff0c\u5982\u679c\u4f60\u51b3\u5b9a\u7ee7\u7eed\uff0c\u5efa\u8bae\u4f7f\u7528\u975e\u5173\u952e\u8d26\u53f7\u3002<\/li>\n<li>Gemini CLI OAuth \u4f5c\u4e3a\u5185\u7f6e <code>google<\/code> \u63d2\u4ef6\u7684\u4e00\u90e8\u5206\u63d0\u4f9b\u3002<\/li>\n<li>\u542f\u7528\uff1a<code>openclaw plugins enable google<\/code><\/li>\n<li>\u767b\u5f55\uff1a<code>openclaw models auth login --provider google-gemini-cli --set-default<\/code><\/li>\n<li>\u6ce8\u610f\uff1a\u4f60<strong>\u4e0d\u9700\u8981<\/strong>\u5c06\u5ba2\u6237\u7aef ID \u6216\u5bc6\u94a5\u7c98\u8d34\u5230 <code>openclaw.json<\/code> \u4e2d\u3002CLI \u767b\u5f55\u6d41\u7a0b\u4f1a\u5c06<br \/>\n    \u4ee4\u724c\u5b58\u50a8\u5728 Gateway \u7f51\u5173\u4e3b\u673a\u4e0a\u7684 auth profile \u4e2d\u3002<\/li>\n<\/ul>\n<h3>Z.AI\uff08GLM\uff09<\/h3>\n<ul>\n<li>\u63d0\u4f9b\u5546\uff1a<code>zai<\/code><\/li>\n<li>\u8eab\u4efd\u9a8c\u8bc1\uff1a<code>ZAI_API_KEY<\/code><\/li>\n<li>\u793a\u4f8b\u6a21\u578b\uff1a<code>zai\/glm-5<\/code><\/li>\n<li>CLI\uff1a<code>openclaw onboard --auth-choice zai-api-key<\/code><\/li>\n<li>\u522b\u540d\uff1a<code>z.ai\/*<\/code> \u548c <code>z-ai\/*<\/code> \u4f1a\u6807\u51c6\u5316\u4e3a <code>zai\/*<\/code><\/li>\n<\/ul>\n<h3>Vercel AI Gateway<\/h3>\n<ul>\n<li>\u63d0\u4f9b\u5546\uff1a<code>vercel-ai-gateway<\/code><\/li>\n<li>\u8eab\u4efd\u9a8c\u8bc1\uff1a<code>AI_GATEWAY_API_KEY<\/code><\/li>\n<li>\u793a\u4f8b\u6a21\u578b\uff1a<code>vercel-ai-gateway\/anthropic\/claude-opus-4.6<\/code><\/li>\n<li>CLI\uff1a<code>openclaw onboard --auth-choice ai-gateway-api-key<\/code><\/li>\n<\/ul>\n<h3>Kilo Gateway<\/h3>\n<ul>\n<li>\u63d0\u4f9b\u5546\uff1a<code>kilocode<\/code><\/li>\n<li>\u8eab\u4efd\u9a8c\u8bc1\uff1a<code>KILOCODE_API_KEY<\/code><\/li>\n<li>\u793a\u4f8b\u6a21\u578b\uff1a<code>kilocode\/anthropic\/claude-opus-4.6<\/code><\/li>\n<li>CLI\uff1a<code>openclaw onboard --kilocode-api-key &lt;key&gt;<\/code><\/li>\n<li>\u57fa\u7840 URL\uff1a<code>https:\/\/api.kilo.ai\/api\/gateway\/<\/code><\/li>\n<li>\u6269\u5c55\u540e\u7684\u5185\u7f6e\u76ee\u5f55\u5305\u62ec GLM-5 Free\u3001MiniMax M2.5 Free\u3001GPT-5.2\u3001Gemini 3 Pro Preview\u3001Gemini 3 Flash Preview\u3001Grok Code Fast 1 \u548c Kimi K2.5\u3002<\/li>\n<\/ul>\n<p>\u8bbe\u7f6e\u8be6\u60c5\u8bf7\u53c2\u89c1 <a href=\"\/providers\/kilocode\">\/providers\/kilocode<\/a>\u3002<\/p>\n<h3>\u5176\u4ed6\u5185\u7f6e\u63d0\u4f9b\u5546\u63d2\u4ef6<\/h3>\n<ul>\n<li>OpenRouter\uff1a<code>openrouter<\/code>\uff08<code>OPENROUTER_API_KEY<\/code>\uff09<\/li>\n<li>\u793a\u4f8b\u6a21\u578b\uff1a<code>openrouter\/anthropic\/claude-sonnet-4-5<\/code><\/li>\n<li>Kilo Gateway\uff1a<code>kilocode<\/code>\uff08<code>KILOCODE_API_KEY<\/code>\uff09<\/li>\n<li>\u793a\u4f8b\u6a21\u578b\uff1a<code>kilocode\/anthropic\/claude-opus-4.6<\/code><\/li>\n<li>MiniMax\uff1a<code>minimax<\/code>\uff08<code>MINIMAX_API_KEY<\/code>\uff09<\/li>\n<li>Moonshot\uff1a<code>moonshot<\/code>\uff08<code>MOONSHOT_API_KEY<\/code>\uff09<\/li>\n<li>Kimi Coding\uff1a<code>kimi-coding<\/code>\uff08<code>KIMI_API_KEY<\/code> \u6216 <code>KIMICODE_API_KEY<\/code>\uff09<\/li>\n<li>Qianfan\uff1a<code>qianfan<\/code>\uff08<code>QIANFAN_API_KEY<\/code>\uff09<\/li>\n<li>Model Studio\uff1a<code>modelstudio<\/code>\uff08<code>MODELSTUDIO_API_KEY<\/code>\uff09<\/li>\n<li>NVIDIA\uff1a<code>nvidia<\/code>\uff08<code>NVIDIA_API_KEY<\/code>\uff09<\/li>\n<li>Together\uff1a<code>together<\/code>\uff08<code>TOGETHER_API_KEY<\/code>\uff09<\/li>\n<li>Venice\uff1a<code>venice<\/code>\uff08<code>VENICE_API_KEY<\/code>\uff09<\/li>\n<li>Xiaomi\uff1a<code>xiaomi<\/code>\uff08<code>XIAOMI_API_KEY<\/code>\uff09<\/li>\n<li>Vercel AI Gateway\uff1a<code>vercel-ai-gateway<\/code>\uff08<code>AI_GATEWAY_API_KEY<\/code>\uff09<\/li>\n<li>Hugging Face Inference\uff1a<code>huggingface<\/code>\uff08<code>HUGGINGFACE_HUB_TOKEN<\/code> \u6216 <code>HF_TOKEN<\/code>\uff09<\/li>\n<li>Cloudflare AI Gateway\uff1a<code>cloudflare-ai-gateway<\/code>\uff08<code>CLOUDFLARE_AI_GATEWAY_API_KEY<\/code>\uff09<\/li>\n<li>Volcengine\uff1a<code>volcengine<\/code>\uff08<code>VOLCANO_ENGINE_API_KEY<\/code>\uff09<\/li>\n<li>BytePlus\uff1a<code>byteplus<\/code>\uff08<code>BYTEPLUS_API_KEY<\/code>\uff09<\/li>\n<li>xAI\uff1a<code>xai<\/code>\uff08<code>XAI_API_KEY<\/code>\uff09<\/li>\n<li>Mistral\uff1a<code>mistral<\/code>\uff08<code>MISTRAL_API_KEY<\/code>\uff09<\/li>\n<li>\u793a\u4f8b\u6a21\u578b\uff1a<code>mistral\/mistral-large-latest<\/code><\/li>\n<li>CLI\uff1a<code>openclaw onboard --auth-choice mistral-api-key<\/code><\/li>\n<li>Groq\uff1a<code>groq<\/code>\uff08<code>GROQ_API_KEY<\/code>\uff09<\/li>\n<li>Cerebras\uff1a<code>cerebras<\/code>\uff08<code>CEREBRAS_API_KEY<\/code>\uff09<\/li>\n<li>Cerebras \u4e0a\u7684 GLM \u6a21\u578b\u4f7f\u7528 ID <code>zai-glm-4.7<\/code> \u548c <code>zai-glm-4.6<\/code>\u3002<\/li>\n<li>OpenAI \u517c\u5bb9\u57fa\u7840 URL\uff1a<code>https:\/\/api.cerebras.ai\/v1<\/code>\u3002<\/li>\n<li>GitHub Copilot\uff1a<code>github-copilot<\/code>\uff08<code>COPILOT_GITHUB_TOKEN<\/code> \/ <code>GH_TOKEN<\/code> \/ <code>GITHUB_TOKEN<\/code>\uff09<\/li>\n<li>Hugging Face Inference \u793a\u4f8b\u6a21\u578b\uff1a<code>huggingface\/deepseek-ai\/DeepSeek-R1<\/code>\uff1bCLI\uff1a<code>openclaw onboard --auth-choice huggingface-api-key<\/code>\u3002\u8bf7\u53c2\u89c1 <a href=\"\/providers\/huggingface\">Hugging Face\uff08Inference\uff09<\/a>\u3002<\/li>\n<\/ul>\n<h2>\u901a\u8fc7 <code>models.providers<\/code> \u914d\u7f6e\u7684\u63d0\u4f9b\u5546\uff08\u81ea\u5b9a\u4e49\/\u57fa\u7840 URL\uff09<\/h2>\n<p>\u4f7f\u7528 <code>models.providers<\/code>\uff08\u6216 <code>models.json<\/code>\uff09\u6765\u6dfb\u52a0<strong>\u81ea\u5b9a\u4e49<\/strong>\u63d0\u4f9b\u5546\u6216<br \/>\n\u517c\u5bb9 OpenAI\/Anthropic \u7684\u4ee3\u7406\u3002<\/p>\n<p>\u4e0b\u9762\u8bb8\u591a\u5185\u7f6e\u63d0\u4f9b\u5546\u63d2\u4ef6\u5df2\u7ecf\u53d1\u5e03\u4e86\u9ed8\u8ba4\u76ee\u5f55\u3002<br \/>\n\u53ea\u6709\u5728\u4f60\u5e0c\u671b\u8986\u76d6\u9ed8\u8ba4<br \/>\n\u57fa\u7840 URL\u3001\u8bf7\u6c42\u5934\u6216\u6a21\u578b\u5217\u8868\u65f6\uff0c\u624d\u4f7f\u7528\u663e\u5f0f <code>models.providers.&lt;id&gt;<\/code> \u6761\u76ee\u3002<\/p>\n<h3>Moonshot AI\uff08Kimi\uff09<\/h3>\n<p>Moonshot \u4f7f\u7528\u517c\u5bb9 OpenAI \u7684\u7aef\u70b9\uff0c\u56e0\u6b64\u5c06\u5176\u914d\u7f6e\u4e3a\u81ea\u5b9a\u4e49\u63d0\u4f9b\u5546\uff1a<\/p>\n<ul>\n<li>\u63d0\u4f9b\u5546\uff1a<code>moonshot<\/code><\/li>\n<li>\u8eab\u4efd\u9a8c\u8bc1\uff1a<code>MOONSHOT_API_KEY<\/code><\/li>\n<li>\u793a\u4f8b\u6a21\u578b\uff1a<code>moonshot\/kimi-k2.5<\/code><\/li>\n<\/ul>\n<p>Kimi K2 \u6a21\u578b ID\uff1a<\/p>\n<ul>\n<li><code>moonshot\/kimi-k2.5<\/code><\/li>\n<li><code>moonshot\/kimi-k2-0905-preview<\/code><\/li>\n<li><code>moonshot\/kimi-k2-turbo-preview<\/code><\/li>\n<li><code>moonshot\/kimi-k2-thinking<\/code><\/li>\n<li><code>moonshot\/kimi-k2-thinking-turbo<\/code><\/li>\n<\/ul>\n<p>&#8220;`json5  theme={&#8220;theme&#8221;:{&#8220;light&#8221;:&#8221;min-light&#8221;,&#8221;dark&#8221;:&#8221;min-dark&#8221;}}<br \/>\n{<br \/>\n  agents: {<br \/>\n    defaults: { model: { primary: &#8220;moonshot\/kimi-k2.5&#8221; } },<br \/>\n  },<br \/>\n  models: {<br \/>\n    mode: &#8220;merge&#8221;,<br \/>\n    providers: {<br \/>\n      moonshot: {<br \/>\n        baseUrl: &#8220;https:\/\/api.moonshot.ai\/v1&#8221;,<br \/>\n        apiKey: &#8220;${MOONSHOT_API_KEY}&#8221;,<br \/>\n        api: &#8220;openai-completions&#8221;,<br \/>\n        models: [{ id: &#8220;kimi-k2.5&#8221;, name: &#8220;Kimi K2.5&#8221; }],<br \/>\n      },<br \/>\n    },<br \/>\n  },<br \/>\n}<\/p>\n<pre><code>\n### Kimi Coding\n\nKimi Coding \u4f7f\u7528 Moonshot AI \u7684 Anthropic \u517c\u5bb9\u7aef\u70b9\uff1a\n\n* \u63d0\u4f9b\u5546\uff1a`kimi-coding`\n* \u8eab\u4efd\u9a8c\u8bc1\uff1a`KIMI_API_KEY`\n* \u793a\u4f8b\u6a21\u578b\uff1a`kimi-coding\/k2p5`\n\n```json5  theme={&quot;theme&quot;:{&quot;light&quot;:&quot;min-light&quot;,&quot;dark&quot;:&quot;min-dark&quot;}}\n{\n  env: { KIMI_API_KEY: &quot;sk-...&quot; },\n  agents: {\n    defaults: { model: { primary: &quot;kimi-coding\/k2p5&quot; } },\n  },\n}\n<\/code><\/pre>\n<h3>Qwen OAuth\uff08\u514d\u8d39\u5c42\uff09<\/h3>\n<p>Qwen \u901a\u8fc7\u8bbe\u5907\u4ee3\u7801\u6d41\u7a0b\u63d0\u4f9b\u5bf9 Qwen Coder + Vision \u7684 OAuth \u8bbf\u95ee\u3002<br \/>\n\u5185\u7f6e\u63d0\u4f9b\u5546\u63d2\u4ef6\u9ed8\u8ba4\u542f\u7528\uff0c\u56e0\u6b64\u53ea\u9700\u767b\u5f55\uff1a<\/p>\n<p>&#8220;`bash  theme={&#8220;theme&#8221;:{&#8220;light&#8221;:&#8221;min-light&#8221;,&#8221;dark&#8221;:&#8221;min-dark&#8221;}}<br \/>\nopenclaw models auth login &#8211;provider qwen-portal &#8211;set-default<\/p>\n<pre><code>\n\u6a21\u578b\u5f15\u7528\uff1a\n\n* `qwen-portal\/coder-model`\n* `qwen-portal\/vision-model`\n\n\u8bbe\u7f6e\u8be6\u60c5\u548c\u8bf4\u660e\u8bf7\u53c2\u89c1 [\/providers\/qwen](\/providers\/qwen)\u3002\n\n### Volcano Engine\uff08Doubao\uff09\n\nVolcano Engine\uff08\u706b\u5c71\u5f15\u64ce\uff09\u4e3a\u4e2d\u56fd\u7528\u6237\u63d0\u4f9b\u5bf9 Doubao \u548c\u5176\u4ed6\u6a21\u578b\u7684\u8bbf\u95ee\u3002\n\n* \u63d0\u4f9b\u5546\uff1a`volcengine`\uff08\u7f16\u7801\uff1a`volcengine-plan`\uff09\n* \u8eab\u4efd\u9a8c\u8bc1\uff1a`VOLCANO_ENGINE_API_KEY`\n* \u793a\u4f8b\u6a21\u578b\uff1a`volcengine\/doubao-seed-1-8-251228`\n* CLI\uff1a`openclaw onboard --auth-choice volcengine-api-key`\n\n```json5  theme={&quot;theme&quot;:{&quot;light&quot;:&quot;min-light&quot;,&quot;dark&quot;:&quot;min-dark&quot;}}\n{\n  agents: {\n    defaults: { model: { primary: &quot;volcengine\/doubao-seed-1-8-251228&quot; } },\n  },\n}\n<\/code><\/pre>\n<p>\u53ef\u7528\u6a21\u578b\uff1a<\/p>\n<ul>\n<li><code>volcengine\/doubao-seed-1-8-251228<\/code>\uff08Doubao Seed 1.8\uff09<\/li>\n<li><code>volcengine\/doubao-seed-code-preview-251028<\/code><\/li>\n<li><code>volcengine\/kimi-k2-5-260127<\/code>\uff08Kimi K2.5\uff09<\/li>\n<li><code>volcengine\/glm-4-7-251222<\/code>\uff08GLM 4.7\uff09<\/li>\n<li><code>volcengine\/deepseek-v3-2-251201<\/code>\uff08DeepSeek V3.2 128K\uff09<\/li>\n<\/ul>\n<p>\u7f16\u7801\u6a21\u578b\uff08<code>volcengine-plan<\/code>\uff09\uff1a<\/p>\n<ul>\n<li><code>volcengine-plan\/ark-code-latest<\/code><\/li>\n<li><code>volcengine-plan\/doubao-seed-code<\/code><\/li>\n<li><code>volcengine-plan\/kimi-k2.5<\/code><\/li>\n<li><code>volcengine-plan\/kimi-k2-thinking<\/code><\/li>\n<li><code>volcengine-plan\/glm-4.7<\/code><\/li>\n<\/ul>\n<h3>BytePlus\uff08\u56fd\u9645\u7248\uff09<\/h3>\n<p>BytePlus ARK \u4e3a\u56fd\u9645\u7528\u6237\u63d0\u4f9b\u4e0e Volcano Engine \u76f8\u540c\u6a21\u578b\u7684\u8bbf\u95ee\u3002<\/p>\n<ul>\n<li>\u63d0\u4f9b\u5546\uff1a<code>byteplus<\/code>\uff08\u7f16\u7801\uff1a<code>byteplus-plan<\/code>\uff09<\/li>\n<li>\u8eab\u4efd\u9a8c\u8bc1\uff1a<code>BYTEPLUS_API_KEY<\/code><\/li>\n<li>\u793a\u4f8b\u6a21\u578b\uff1a<code>byteplus\/seed-1-8-251228<\/code><\/li>\n<li>CLI\uff1a<code>openclaw onboard --auth-choice byteplus-api-key<\/code><\/li>\n<\/ul>\n<p>&#8220;`json5  theme={&#8220;theme&#8221;:{&#8220;light&#8221;:&#8221;min-light&#8221;,&#8221;dark&#8221;:&#8221;min-dark&#8221;}}<br \/>\n{<br \/>\n  agents: {<br \/>\n    defaults: { model: { primary: &#8220;byteplus\/seed-1-8-251228&#8221; } },<br \/>\n  },<br \/>\n}<\/p>\n<pre><code>\n\u53ef\u7528\u6a21\u578b\uff1a\n\n* `byteplus\/seed-1-8-251228`\uff08Seed 1.8\uff09\n* `byteplus\/kimi-k2-5-260127`\uff08Kimi K2.5\uff09\n* `byteplus\/glm-4-7-251222`\uff08GLM 4.7\uff09\n\n\u7f16\u7801\u6a21\u578b\uff08`byteplus-plan`\uff09\uff1a\n\n* `byteplus-plan\/ark-code-latest`\n* `byteplus-plan\/doubao-seed-code`\n* `byteplus-plan\/kimi-k2.5`\n* `byteplus-plan\/kimi-k2-thinking`\n* `byteplus-plan\/glm-4.7`\n\n### Synthetic\n\nSynthetic \u901a\u8fc7 `synthetic` \u63d0\u4f9b\u5546\u63d0\u4f9b\u517c\u5bb9 Anthropic \u7684\u6a21\u578b\uff1a\n\n* \u63d0\u4f9b\u5546\uff1a`synthetic`\n* \u8eab\u4efd\u9a8c\u8bc1\uff1a`SYNTHETIC_API_KEY`\n* \u793a\u4f8b\u6a21\u578b\uff1a`synthetic\/hf:MiniMaxAI\/MiniMax-M2.5`\n* CLI\uff1a`openclaw onboard --auth-choice synthetic-api-key`\n\n```json5  theme={&quot;theme&quot;:{&quot;light&quot;:&quot;min-light&quot;,&quot;dark&quot;:&quot;min-dark&quot;}}\n{\n  agents: {\n    defaults: { model: { primary: &quot;synthetic\/hf:MiniMaxAI\/MiniMax-M2.5&quot; } },\n  },\n  models: {\n    mode: &quot;merge&quot;,\n    providers: {\n      synthetic: {\n        baseUrl: &quot;https:\/\/api.synthetic.new\/anthropic&quot;,\n        apiKey: &quot;${SYNTHETIC_API_KEY}&quot;,\n        api: &quot;anthropic-messages&quot;,\n        models: [{ id: &quot;hf:MiniMaxAI\/MiniMax-M2.5&quot;, name: &quot;MiniMax M2.5&quot; }],\n      },\n    },\n  },\n}\n<\/code><\/pre>\n<h3>MiniMax<\/h3>\n<p>MiniMax \u901a\u8fc7 <code>models.providers<\/code> \u914d\u7f6e\uff0c\u56e0\u4e3a\u5b83\u4f7f\u7528\u81ea\u5b9a\u4e49\u7aef\u70b9\uff1a<\/p>\n<ul>\n<li>MiniMax\uff08\u517c\u5bb9 Anthropic\uff09\uff1a<code>--auth-choice minimax-api<\/code><\/li>\n<li>\u8eab\u4efd\u9a8c\u8bc1\uff1a<code>MINIMAX_API_KEY<\/code><\/li>\n<\/ul>\n<p>\u8bbe\u7f6e\u8be6\u60c5\u3001\u6a21\u578b\u9009\u9879\u548c\u914d\u7f6e\u7247\u6bb5\u8bf7\u53c2\u89c1 <a href=\"\/providers\/minimax\">\/providers\/minimax<\/a>\u3002<\/p>\n<h3>Ollama<\/h3>\n<p>Ollama \u4f5c\u4e3a\u5185\u7f6e\u63d0\u4f9b\u5546\u63d2\u4ef6\u63d0\u4f9b\uff0c\u5e76\u4f7f\u7528 Ollama \u7684\u539f\u751f API\uff1a<\/p>\n<ul>\n<li>\u63d0\u4f9b\u5546\uff1a<code>ollama<\/code><\/li>\n<li>\u8eab\u4efd\u9a8c\u8bc1\uff1a\u65e0\u9700\uff08\u672c\u5730\u670d\u52a1\u5668\uff09<\/li>\n<li>\u793a\u4f8b\u6a21\u578b\uff1a<code>ollama\/llama3.3<\/code><\/li>\n<li>\u5b89\u88c5\uff1a<a href=\"https:\/\/ollama.com\/download\">https:\/\/ollama.com\/download<\/a><\/li>\n<\/ul>\n<p>&#8220;`bash  theme={&#8220;theme&#8221;:{&#8220;light&#8221;:&#8221;min-light&#8221;,&#8221;dark&#8221;:&#8221;min-dark&#8221;}}<\/p>\n<h1>\u5b89\u88c5 Ollama\uff0c\u7136\u540e\u62c9\u53d6\u4e00\u4e2a\u6a21\u578b\uff1a<\/h1>\n<p>ollama pull llama3.3<\/p>\n<pre><code>\n```json5  theme={&quot;theme&quot;:{&quot;light&quot;:&quot;min-light&quot;,&quot;dark&quot;:&quot;min-dark&quot;}}\n{\n  agents: {\n    defaults: { model: { primary: &quot;ollama\/llama3.3&quot; } },\n  },\n}\n<\/code><\/pre>\n<p>\u5f53\u4f60\u901a\u8fc7<br \/>\n<code>OLLAMA_API_KEY<\/code> \u9009\u62e9\u52a0\u5165\u65f6\uff0cOllama \u4f1a\u5728\u672c\u5730 <code>http:\/\/127.0.0.1:11434<\/code> \u88ab\u68c0\u6d4b\u5230\uff0c\u5185\u7f6e\u63d0\u4f9b\u5546\u63d2\u4ef6\u4f1a\u5c06 Ollama \u76f4\u63a5\u6dfb\u52a0\u5230<br \/>\n<code>openclaw onboard<\/code> \u548c\u6a21\u578b\u9009\u62e9\u5668\u4e2d\u3002\u6709\u5173\u65b0\u624b\u5f15\u5bfc\u3001\u4e91\u7aef\/\u672c\u5730\u6a21\u5f0f\u548c\u81ea\u5b9a\u4e49\u914d\u7f6e\uff0c\u8bf7\u53c2\u89c1 <a href=\"\/providers\/ollama\">\/providers\/ollama<\/a>\u3002<\/p>\n<h3>vLLM<\/h3>\n<p>vLLM \u4f5c\u4e3a\u5185\u7f6e\u63d0\u4f9b\u5546\u63d2\u4ef6\u63d0\u4f9b\uff0c\u7528\u4e8e\u672c\u5730\/\u81ea\u6258\u7ba1\u7684 OpenAI \u517c\u5bb9<br \/>\n\u670d\u52a1\u5668\uff1a<\/p>\n<ul>\n<li>\u63d0\u4f9b\u5546\uff1a<code>vllm<\/code><\/li>\n<li>\u8eab\u4efd\u9a8c\u8bc1\uff1a\u53ef\u9009\uff08\u53d6\u51b3\u4e8e\u4f60\u7684\u670d\u52a1\u5668\uff09<\/li>\n<li>\u9ed8\u8ba4\u57fa\u7840 URL\uff1a<code>http:\/\/127.0.0.1:8000\/v1<\/code><\/li>\n<\/ul>\n<p>\u8981\u9009\u62e9\u52a0\u5165\u672c\u5730\u81ea\u52a8\u53d1\u73b0\uff08\u5982\u679c\u4f60\u7684\u670d\u52a1\u5668\u4e0d\u5f3a\u5236\u8eab\u4efd\u9a8c\u8bc1\uff0c\u5219\u4efb\u610f\u503c\u5747\u53ef\uff09\uff1a<\/p>\n<p>&#8220;`bash  theme={&#8220;theme&#8221;:{&#8220;light&#8221;:&#8221;min-light&#8221;,&#8221;dark&#8221;:&#8221;min-dark&#8221;}}<br \/>\nexport VLLM_API_KEY=&#8221;vllm-local&#8221;<\/p>\n<pre><code>\n\u7136\u540e\u8bbe\u7f6e\u4e00\u4e2a\u6a21\u578b\uff08\u66ff\u6362\u4e3a `\/v1\/models` \u8fd4\u56de\u7684\u67d0\u4e2a ID\uff09\uff1a\n\n```json5  theme={&quot;theme&quot;:{&quot;light&quot;:&quot;min-light&quot;,&quot;dark&quot;:&quot;min-dark&quot;}}\n{\n  agents: {\n    defaults: { model: { primary: &quot;vllm\/your-model-id&quot; } },\n  },\n}\n<\/code><\/pre>\n<p>\u8be6\u60c5\u8bf7\u53c2\u89c1 <a href=\"\/providers\/vllm\">\/providers\/vllm<\/a>\u3002<\/p>\n<h3>SGLang<\/h3>\n<p>SGLang \u4f5c\u4e3a\u5185\u7f6e\u63d0\u4f9b\u5546\u63d2\u4ef6\u63d0\u4f9b\uff0c\u7528\u4e8e\u9ad8\u901f\u81ea\u6258\u7ba1<br \/>\nOpenAI \u517c\u5bb9\u670d\u52a1\u5668\uff1a<\/p>\n<ul>\n<li>\u63d0\u4f9b\u5546\uff1a<code>sglang<\/code><\/li>\n<li>\u8eab\u4efd\u9a8c\u8bc1\uff1a\u53ef\u9009\uff08\u53d6\u51b3\u4e8e\u4f60\u7684\u670d\u52a1\u5668\uff09<\/li>\n<li>\u9ed8\u8ba4\u57fa\u7840 URL\uff1a<code>http:\/\/127.0.0.1:30000\/v1<\/code><\/li>\n<\/ul>\n<p>\u8981\u9009\u62e9\u52a0\u5165\u672c\u5730\u81ea\u52a8\u53d1\u73b0\uff08\u5982\u679c\u4f60\u7684\u670d\u52a1\u5668\u4e0d<br \/>\n\u5f3a\u5236\u8eab\u4efd\u9a8c\u8bc1\uff0c\u5219\u4efb\u610f\u503c\u5747\u53ef\uff09\uff1a<\/p>\n<p>&#8220;`bash  theme={&#8220;theme&#8221;:{&#8220;light&#8221;:&#8221;min-light&#8221;,&#8221;dark&#8221;:&#8221;min-dark&#8221;}}<br \/>\nexport SGLANG_API_KEY=&#8221;sglang-local&#8221;<\/p>\n<pre><code>\n\u7136\u540e\u8bbe\u7f6e\u4e00\u4e2a\u6a21\u578b\uff08\u66ff\u6362\u4e3a `\/v1\/models` \u8fd4\u56de\u7684\u67d0\u4e2a ID\uff09\uff1a\n\n```json5  theme={&quot;theme&quot;:{&quot;light&quot;:&quot;min-light&quot;,&quot;dark&quot;:&quot;min-dark&quot;}}\n{\n  agents: {\n    defaults: { model: { primary: &quot;sglang\/your-model-id&quot; } },\n  },\n}\n<\/code><\/pre>\n<p>\u8be6\u60c5\u8bf7\u53c2\u89c1 <a href=\"\/providers\/sglang\">\/providers\/sglang<\/a>\u3002<\/p>\n<h3>\u672c\u5730\u4ee3\u7406\uff08LM Studio\u3001vLLM\u3001LiteLLM \u7b49\uff09<\/h3>\n<p>\u793a\u4f8b\uff08\u517c\u5bb9 OpenAI\uff09\uff1a<\/p>\n<p>&#8220;`json5  theme={&#8220;theme&#8221;:{&#8220;light&#8221;:&#8221;min-light&#8221;,&#8221;dark&#8221;:&#8221;min-dark&#8221;}}<br \/>\n{<br \/>\n  agents: {<br \/>\n    defaults: {<br \/>\n      model: { primary: &#8220;lmstudio\/minimax-m2.5-gs32&#8221; },<br \/>\n      models: { &#8220;lmstudio\/minimax-m2.5-gs32&#8221;: { alias: &#8220;Minimax&#8221; } },<br \/>\n    },<br \/>\n  },<br \/>\n  models: {<br \/>\n    providers: {<br \/>\n      lmstudio: {<br \/>\n        baseUrl: &#8220;http:\/\/localhost:1234\/v1&#8221;,<br \/>\n        apiKey: &#8220;LMSTUDIO_KEY&#8221;,<br \/>\n        api: &#8220;openai-completions&#8221;,<br \/>\n        models: [<br \/>\n          {<br \/>\n            id: &#8220;minimax-m2.5-gs32&#8221;,<br \/>\n            name: &#8220;MiniMax M2.5&#8221;,<br \/>\n            reasoning: false,<br \/>\n            input: [&#8220;text&#8221;],<br \/>\n            cost: { input: 0, output: 0, cacheRead: 0, cacheWrite: 0 },<br \/>\n            contextWindow: 200000,<br \/>\n            maxTokens: 8192,<br \/>\n          },<br \/>\n        ],<br \/>\n      },<br \/>\n    },<br \/>\n  },<br \/>\n}<\/p>\n<pre><code>\n\u8bf4\u660e\uff1a\n\n* \u5bf9\u4e8e\u81ea\u5b9a\u4e49\u63d0\u4f9b\u5546\uff0c`reasoning`\u3001`input`\u3001`cost`\u3001`contextWindow` \u548c `maxTokens` \u662f\u53ef\u9009\u7684\u3002\n  \u5982\u679c\u7701\u7565\uff0cOpenClaw \u9ed8\u8ba4\u4f7f\u7528\uff1a\n  * `reasoning: false`\n  * `input: [&quot;text&quot;]`\n  * `cost: { input: 0, output: 0, cacheRead: 0, cacheWrite: 0 }`\n  * `contextWindow: 200000`\n  * `maxTokens: 8192`\n* \u5efa\u8bae\uff1a\u8bbe\u7f6e\u4e0e\u4f60\u7684\u4ee3\u7406\/\u6a21\u578b\u9650\u5236\u5339\u914d\u7684\u663e\u5f0f\u503c\u3002\n* \u5bf9\u4e8e\u975e\u539f\u751f\u7aef\u70b9\u4e0a\u7684 `api: &quot;openai-completions&quot;`\uff08\u4efb\u4f55\u4e3b\u673a\u4e0d\u662f `api.openai.com` \u7684\u975e\u7a7a `baseUrl`\uff09\uff0cOpenClaw \u4f1a\u5f3a\u5236\u8bbe\u7f6e `compat.supportsDeveloperRole: false`\uff0c\u4ee5\u907f\u514d\u63d0\u4f9b\u5546\u56e0\u4e0d\u652f\u6301 `developer` \u89d2\u8272\u800c\u8fd4\u56de 400 \u9519\u8bef\u3002\n* \u5982\u679c `baseUrl` \u4e3a\u7a7a\/\u7701\u7565\uff0cOpenClaw \u4f1a\u4fdd\u7559\u9ed8\u8ba4 OpenAI \u884c\u4e3a\uff08\u5373\u89e3\u6790\u4e3a `api.openai.com`\uff09\u3002\n* \u51fa\u4e8e\u5b89\u5168\u8003\u8651\uff0c\u5728\u975e\u539f\u751f `openai-completions` \u7aef\u70b9\u4e0a\uff0c\u663e\u5f0f\u7684 `compat.supportsDeveloperRole: true` \u4ecd\u4f1a\u88ab\u8986\u76d6\u3002\n\n## CLI \u793a\u4f8b\n\n```bash  theme={&quot;theme&quot;:{&quot;light&quot;:&quot;min-light&quot;,&quot;dark&quot;:&quot;min-dark&quot;}}\nopenclaw onboard --auth-choice opencode-zen\nopenclaw models set opencode\/claude-opus-4-6\nopenclaw models list\n<\/code><\/pre>\n<p>\u53e6\u8bf7\u53c2\u89c1\uff1a<a href=\"\/gateway\/configuration\">\/gateway\/configuration<\/a> \u4e86\u89e3\u5b8c\u6574\u914d\u7f6e\u793a\u4f8b\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u6a21\u578b\u63d0\u4f9b\u5546 \u672c\u9875\u4ecb\u7ecd\u7684\u662f LLM\/\u6a21\u578b\u63d0\u4f9b\u5546\uff08\u800c\u4e0d\u662f\u50cf WhatsApp\/Telegram \u8fd9\u6837\u7684\u804a\u5929\u6e20\u9053\uff09\u3002 [&hellip;]<\/p>\n","protected":false},"author":0,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[2],"tags":[],"class_list":["post-96","post","type-post","status-publish","format-standard","hentry","category-docs"],"_links":{"self":[{"href":"https:\/\/pa.yingzhi8.cn\/index.php\/wp-json\/wp\/v2\/posts\/96","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/pa.yingzhi8.cn\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/pa.yingzhi8.cn\/index.php\/wp-json\/wp\/v2\/types\/post"}],"replies":[{"embeddable":true,"href":"https:\/\/pa.yingzhi8.cn\/index.php\/wp-json\/wp\/v2\/comments?post=96"}],"version-history":[{"count":1,"href":"https:\/\/pa.yingzhi8.cn\/index.php\/wp-json\/wp\/v2\/posts\/96\/revisions"}],"predecessor-version":[{"id":391,"href":"https:\/\/pa.yingzhi8.cn\/index.php\/wp-json\/wp\/v2\/posts\/96\/revisions\/391"}],"wp:attachment":[{"href":"https:\/\/pa.yingzhi8.cn\/index.php\/wp-json\/wp\/v2\/media?parent=96"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/pa.yingzhi8.cn\/index.php\/wp-json\/wp\/v2\/categories?post=96"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/pa.yingzhi8.cn\/index.php\/wp-json\/wp\/v2\/tags?post=96"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}