[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"article-codex-deepseek-v4-pro-moark-setup-zh":3,"article-related-codex-deepseek-v4-pro-moark-setup-zh":30,"series-tools-cdfe98b4-cfc9-4266-ba45-4b892e8214b0":75},{"id":4,"slug":5,"title":6,"content":7,"summary":8,"source":9,"source_url":10,"author":11,"image_url":12,"cover_image":12,"category":13,"language":14,"translated_content":11,"related_article_id":15,"keywords":16,"key_takeaways":22,"views":26,"created_at":27,"published_at":28,"topic_cluster_id":29},"cdfe98b4-cfc9-4266-ba45-4b892e8214b0","codex-deepseek-v4-pro-moark-setup-zh","Codex 接入 DeepSeek-V4-Pro，三步可用","\u003Cp data-speakable=\"summary\">模力方舟已讓 \u003Ca href=\"\u002Ftag\u002Fcodex\">Codex\u003C\u002Fa> 透過 Responses \u003Ca href=\"\u002Ftag\u002Fapi\">API\u003C\u002Fa> 接入 DeepSeek-V4-Pro，App、CLI 和 SDK 都能直接配置使用。\u003C\u002Fp>\u003Cp>模力方舟在 \u003Ca href=\"\u002Fnews\u002Fbest-ai-coding-agent-2026-ranked-benchmarks-zh\">2026\u003C\u002Fa>-06-24 更新教程，宣布已完成對 \u003Ca href=\"https:\u002F\u002Fopenai.com\u002Fcodex\" target=\"_blank\" rel=\"noopener\">Codex\u003C\u002Fa> 的原生適配。開發者現在可把 \u003Ca href=\"https:\u002F\u002Fwww.deepseek.com\" target=\"_blank\" rel=\"noopener\">DeepSeek-V4-Pro\u003C\u002Fa> 接進 Codex App、Codex CLI 和 SDK，沿用既有\u003Ca href=\"\u002Fnews\u002Fdevin-ai-alternatives-real-workflows-zh\">工作流\u003C\u002Fa>，不必重做一套工具鏈。\u003C\u002Fp>\u003Cp>這次接入主打三步\u003Ca href=\"\u002Fnews\u002Fclaude-code-turns-agent-setup-into-terminal-work-zh\">設定\u003C\u002Fa>，核心是把模型服務商指向 \u003Ca href=\"https:\u002F\u002Fmoark.com\" target=\"_blank\" rel=\"noopener\">模力方舟\u003C\u002Fa>，再把 model 與 review_model 指到 DeepSeek-V4-Pro。對已經在用 Codex 做寫碼、審查和排錯的團隊來說，這更像是換後端模型，而不是換產品。\u003C\u002Fp>\u003Ctable>\u003Cthead>\u003Ctr>\u003Cth>項目\u003C\u002Fth>\u003Cth>數值\u003C\u002Fth>\u003C\u002Ftr>\u003C\u002Fthead>\u003Ctbody>\u003Ctr>\u003Ctd>發布日期\u003C\u002Ftd>\u003Ctd>2026-06-24\u003C\u002Ftd>\u003C\u002Ftr>\u003Ctr>\u003Ctd>接入模型\u003C\u002Ftd>\u003Ctd>DeepSeek-V4-Pro\u003C\u002Ftd>\u003C\u002Ftr>\u003Ctr>\u003Ctd>API 方式\u003C\u002Ftd>\u003Ctd>Responses API\u003C\u002Ftd>\u003C\u002Ftr>\u003Ctr>\u003Ctd>配置步驟\u003C\u002Ftd>\u003Ctd>3 步\u003C\u002Ftd>\u003C\u002Ftr>\u003C\u002Ftbody>\u003C\u002Ftable>\u003Ch2>發生了什麼\u003C\u002Fh2>\u003Cp>教程先把前提講清楚：Codex 已開放自訂模型服務商設定，模力方舟則提供兼容 Responses API 的接入層。使用者在本地配置檔中填入 model_provider、base_url、wire_api 與 API 金鑰，就能讓 Codex 走模力方舟的服務。\u003C\u002Fp>\n\u003Cfigure class=\"my-6\">\u003Cimg src=\"https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1782738175563-wcfd.png\" alt=\"Codex 接入 DeepSeek-V4-Pro，三步可用\" class=\"rounded-xl w-full\" loading=\"lazy\" \u002F>\u003C\u002Ffigure>\n\u003Cp>文章也把流程拆得很細，覆蓋 macOS、Linux 和 Windows。安裝 Codex 後，使用者可透過 \u003Ca href=\"\u002Ftag\u002Fnpm\">npm\u003C\u002Fa> 裝 CLI，寫入 \u003Ca href=\"\u002Ftag\u002Ftoken\">token\u003C\u002Fa>，進入項目目錄執行 codex；官方還提供可直接複製的設定片段，降低試錯成本。\u003C\u002Fp>\u003Cp>這套方案不只適用單一入口。App、CLI 和 SDK 都能共用同一套自訂供應商設定，對於團隊內部想統一模型來源、又不想改動既有腳本的人，會省下不少整合時間。\u003C\u002Fp>\u003Cp>文章列出的功能支援也很實用。模力方舟目前支援 reasoning.effort、Function Calling、結構化輸出和圖片輸入，並可開啟 network_access、關閉 response storage。這表示它已能覆蓋不少日常開發任務。\u003C\u002Fp>\u003Cul>\u003Cli>base_url 指向 https:\u002F\u002Fapi.moark.com\u002Fv1。\u003C\u002Fli>\u003Cli>wire_api 設為 responses，對齊 Codex 的調用方式。\u003C\u002Fli>\u003Cli>model 與 review_model 都可設為 DeepSeek-V4-Pro。\u003C\u002Fli>\u003Cli>auth.json 內要寫入對應的 API key。\u003C\u002Fli>\u003C\u002Ful>\u003Ch2>為什麼重要\u003C\u002Fh2>\u003Cp>對開發者來說，這代表 Codex 的模型選擇不再只綁定單一後端。若團隊已經在用 Codex 做代碼生成、項目分析、錯誤定位或代碼審查，現在可以把 DeepSeek-V4-Pro 納進既有流程，測試不同模型在成本、速度和輸出風格上的差異。\u003C\u002Fp>\n\u003Cfigure class=\"my-6\">\u003Cimg src=\"https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1782738176940-0ad3.png\" alt=\"Codex 接入 DeepSeek-V4-Pro，三步可用\" class=\"rounded-xl w-full\" loading=\"lazy\" \u002F>\u003C\u002Ffigure>\n\u003Cp>對平台方來說，真正的門檻不是「能不能接」，而是「接得有多完整」。文章也明確提到，目前多模態影片、previous_response_id、Session 快取、內建工具與 \u003Ca href=\"\u002Ftag\u002Fmcp\">MCP\u003C\u002Fa> 還沒完整支援，意味著現階段更適合單輪程式任務、函式呼叫、JSON 輸出與串流回應。\u003C\u002Fp>\u003Cp>這種兼容路線的價值，在於它把模型切換成本壓到最低。團隊不必重寫編排邏輯，也不必重新訓練使用習慣，只要換掉服務端配置，就能在同一個 Codex 工作流裡測試不同模型能力。\u003C\u002Fp>\u003Cp>更直接地說，這篇教程反映的是一個趨勢：開發工具正在從「綁定單一模型」走向「可插拔後端」。誰先把 Responses API 跟上，誰就更容易進入現有開發者的日常工具箱。\u003C\u002Fp>\u003Cp>問題也很現實：當模型接入變得更容易，真正拉開差距的，會是模型本身，還是服務商對 API 與功能完整度的追趕速度？\u003C\u002Fp>","模力方舟发布教程，讓 Codex 透過 Responses API 接入 DeepSeek-V4-Pro，App、CLI 和 SDK 都能用，配置只要三步。","zhuanlan.zhihu.com","https:\u002F\u002Fzhuanlan.zhihu.com\u002Fp\u002F2053168092218500447",null,"https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1782738175563-wcfd.png","tools","zh","426e735b-aedc-45a9-bf1c-7e84ece9493e",[17,18,19,20,21],"Codex","DeepSeek-V4-Pro","Responses API","模力方舟","開發工具",[23,24,25],"Codex 現在可透過模力方舟接入 DeepSeek-V4-Pro，App、CLI 和 SDK 都能用。","這次整合主打三步配置，重點是把 model_provider、model 和 review_model 指向對應服務。","目前較適合單輪程式任務、函式呼叫與 JSON 輸出，完整多模態與部分進階能力仍有限。",0,"2026-06-29T13:02:24.814293+00:00","2026-06-29T13:02:24.805+00:00","c3c88dd2-a940-438a-b359-0e5a24562273",{"tags":31,"relatedLang":35,"relatedPosts":38},[32,33],{"name":21,"slug":21},{"name":17,"slug":34},"codex",{"id":15,"slug":36,"title":6,"language":37},"codex-deepseek-v4-pro-moark-setup-en","en",[39,45,51,57,63,69],{"id":40,"slug":41,"title":42,"cover_image":43,"image_url":43,"created_at":44,"category":13},"37ef32c4-b40c-4d2e-822a-d41678837de1","devin-ai-alternatives-real-workflows-zh","Devin 替代工具先看工作流","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1782732810886-up7s.png","2026-06-29T11:32:58.321746+00:00",{"id":46,"slug":47,"title":48,"cover_image":49,"image_url":49,"created_at":50,"category":13},"d98bcfa9-686a-4465-8371-ba06d04b9799","claude-code-turns-agent-setup-into-terminal-work-zh","Claude Code 讓代理設定變終端工作","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1782731910840-j284.png","2026-06-29T11:18:01.715271+00:00",{"id":52,"slug":53,"title":54,"cover_image":55,"image_url":55,"created_at":56,"category":13},"054589c7-78d8-4835-a5e4-4413a6146970","best-ai-coding-agent-2026-ranked-benchmarks-zh","2026 最佳 AI 寫碼代理排名","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1782730985842-v7mt.png","2026-06-29T11:02:38.646028+00:00",{"id":58,"slug":59,"title":60,"cover_image":61,"image_url":61,"created_at":62,"category":13},"f1ea1e37-c8c4-4b45-828a-b120c781bd6f","openclaw-bailian-qwen37-max-config-template-zh","OpenClaw 接百炼 Qwen3.7-Max 模板","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1782715688788-y9u4.png","2026-06-29T06:47:44.371703+00:00",{"id":64,"slug":65,"title":66,"cover_image":67,"image_url":67,"created_at":68,"category":13},"b45a451c-fbd8-4b47-8f0c-0c91c8d1c77c","mistral-ocr-4-citation-ready-structured-output-zh","Mistral OCR 4 把掃描檔變可引用資料","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1782702195883-gjig.png","2026-06-29T03:02:47.250472+00:00",{"id":70,"slug":71,"title":72,"cover_image":73,"image_url":73,"created_at":74,"category":13},"27158ff2-023c-492f-9d6c-4da381c28d26","codex-app-april-upgrade-agent-work-units-zh","Codex App 4月升级：Agent 拆成工作单元","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1782660773608-hada.png","2026-06-28T15:32:23.324007+00:00",[76,81,86,91,96,101,106,111,116,121],{"id":77,"slug":78,"title":79,"created_at":80},"855cd52f-6fab-46cc-a7c1-42195e8a0de4","surepath-real-time-mcp-policy-controls-zh","SurePath 推出即時 MCP 政策控管","2026-03-26T07:57:40.77233+00:00",{"id":82,"slug":83,"title":84,"created_at":85},"9b19ab54-edef-4dbd-9ce4-a51e4bae4ebb","mcp-in-2026-the-ai-tool-layer-teams-use-zh","2026 年 MCP：團隊真的在用的 AI 工具層","2026-03-26T08:01:46.589694+00:00",{"id":87,"slug":88,"title":89,"created_at":90},"af9c46c3-7a28-410b-9f04-32b3de30a68c","prompting-in-2026-what-actually-works-zh","2026 提示工程，真正有用的是什麼","2026-03-26T08:08:12.453028+00:00",{"id":92,"slug":93,"title":94,"created_at":95},"05553086-6ed0-4758-81fd-6cab24b575e0","garry-tan-open-sources-claude-code-toolkit-zh","Garry Tan 開源 Claude Code 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