[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"article-5-steps-connect-codex-with-deepseek-zh":3,"article-related-5-steps-connect-codex-with-deepseek-zh":32,"series-industry-978fb018-e265-4805-a65b-f8edab41a542":85},{"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":24,"views":28,"created_at":29,"published_at":30,"topic_cluster_id":31},"978fb018-e265-4805-a65b-f8edab41a542","5-steps-connect-codex-with-deepseek-zh","5 個步驟把 Codex 接到 DeepSeek","\u003Cp data-speakable=\"summary\">這篇整理 5 步把 \u003Ca href=\"\u002Ftag\u002Fcodex\">Codex\u003C\u002Fa> 接到 DeepSeek，讓你能先跑通低成本方案，再決定要不要擴大使用。\u003C\u002Fp>\u003Cp>如果你想讓 Codex 在國內環境下接入 DeepSeek，這份清單會把安裝、密鑰、代理和切換流程拆成 5 步。原文提到，DeepSeek 充值 10 塊錢就能先試跑，適合先確認整條鏈路是否順暢。\u003C\u002Fp>\u003Ctable>\u003Cthead>\u003Ctr>\u003Cth>項目\u003C\u002Fth>\u003Cth>角色\u003C\u002Fth>\u003Cth>重點\u003C\u002Fth>\u003C\u002Ftr>\u003C\u002Fthead>\u003Ctbody>\u003Ctr>\u003Ctd>Codex\u003C\u002Ftd>\u003Ctd>AI Agent\u003C\u002Ftd>\u003Ctd>桌面版更適合新手\u003C\u002Ftd>\u003C\u002Ftr>\u003Ctr>\u003Ctd>CCX\u003C\u002Ftd>\u003Ctd>接口轉換\u003C\u002Ftd>\u003Ctd>把模型接口轉成 OpenAI 格式\u003C\u002Ftd>\u003C\u002Ftr>\u003Ctr>\u003Ctd>CC Switch\u003C\u002Ftd>\u003Ctd>配置切換\u003C\u002Ftd>\u003Ctd>便於快速改地址和密鑰\u003C\u002Ftd>\u003C\u002Ftr>\u003Ctr>\u003Ctd>DeepSeek\u003C\u002Ftd>\u003Ctd>模型提供方\u003C\u002Ftd>\u003Ctd>需要 API 密鑰和餘額\u003C\u002Ftd>\u003C\u002Ftr>\u003C\u002Ftbody>\u003C\u002Ftable>\u003Ch2>1. 先裝 Codex 桌面版\u003C\u002Fh2>\u003Cp>原文建議優先裝 Codex 桌面版，而不是 CLI。原因很直接：桌面端介面更直觀，上手門檻也更低，適合先把流程跑通，再考慮命令列玩法。\u003C\u002Fp>\n\u003Cfigure class=\"my-6\">\u003Cimg src=\"https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1780778868563-waac.png\" alt=\"5 個步驟把 Codex 接到 DeepSeek\" class=\"rounded-xl w-full\" loading=\"lazy\" \u002F>\u003C\u002Ffigure>\n\u003Cp>安裝路徑也不複雜，直接去 \u003Ca href=\"https:\u002F\u002Fwww.microsoft.com\u002Fstore\" target=\"_blank\" rel=\"noopener noreferrer\">Microsoft Store\u003C\u002Fa> 搜尋 Codex，確認開發者是 \u003Ca href=\"\u002Ftag\u002Fopenai\">OpenAI\u003C\u002Fa> 後安裝即可。為了後續少踩坑，作者還建議順手把 Git 和 Node.js 裝好，省得後面補環境。\u003C\u002Fp>\u003Cul>\u003Cli>安裝來源：Microsoft Store\u003C\u002Fli>\u003Cli>搜尋詞：Codex\u003C\u002Fli>\u003Cli>建議同步安裝：Git、Node.js\u003C\u002Fli>\u003C\u002Ful>\u003Ch2>2. 準備 DeepSeek API 密鑰\u003C\u002Fh2>\u003Cp>Codex 原生更偏向 OpenAI 介面，所以要接 DeepSeek，第一件事就是去 \u003Ca href=\"https:\u002F\u002Fplatform.deepseek.com\" target=\"_blank\" rel=\"noopener noreferrer\">DeepSeek 開放平台\u003C\u002Fa> 申請 \u003Ca href=\"\u002Ftag\u002Fapi\">API\u003C\u002Fa> 密鑰。拿到的通常是一串以 sk- 開頭的字串，後面設定都會用到它。\u003C\u002Fp>\u003Cp>這裡還有一個實用提醒：先完成帳戶充值，再繼續後面的接入操作。原文給出的經驗是，充值 10 塊錢就能用很久，適合先驗證流程是否順暢，再決定是否加大使用量。\u003C\u002Fp>\u003Cul>\u003Cli>平台：DeepSeek 開放平台\u003C\u002Fli>\u003Cli>憑證形式：sk- 開頭的 API key\u003C\u002Fli>\u003Cli>使用前提：帳戶有餘額\u003C\u002Fli>\u003C\u002Ful>\u003Ch2>3. 用 CCX 把介面翻成 OpenAI 格式\u003C\u002Fh2>\u003Cp>接下來要裝 \u003Ca href=\"https:\u002F\u002Fgithub.com\u002Fccx-project\u002Fccx\" target=\"_blank\" rel=\"noopener noreferrer\">CCX\u003C\u002Fa>。它的作用是把各類\u003Ca href=\"\u002Fnews\u002Fllm-leaderboard-2026-300-models-ranked-zh\">模型\u003C\u002Fa>介面統一轉換成標準 OpenAI 介面格式，這樣 Codex 才能以為自己在連 OpenAI，實際卻是在呼叫 DeepSeek。\u003C\u002Fp>\n\u003Cfigure class=\"my-6\">\u003Cimg src=\"https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1780778866616-muv4.png\" alt=\"5 個步驟把 Codex 接到 DeepSeek\" class=\"rounded-xl w-full\" loading=\"lazy\" \u002F>\u003C\u002Ffigure>\n\u003Cp>設定時，進入 CCX 後台管理頁面，按提示新增渠道，選擇 CodeX，再填入剛才拿到的 DeepSeek API 密鑰。原文還提到，如果你一開始沒記住認證密鑰，也能從相關頁面找回，再繼續設定。\u003C\u002Fp>\u003Ccode>CCX = 介面轉換層\nDeepSeek API key = 後端憑證\n目標 = 提供 OpenAI 相容入口\u003C\u002Fcode>\u003Ch2>4. 用 CC Switch 指向 CCX\u003C\u002Fh2>\u003Cp>CCX 負責翻譯，CC Switch 負責切換。作者的做法是：在 \u003Ca href=\"https:\u002F\u002Fgithub.com\u002Fcc-switch\u002Fcc-switch\" target=\"_blank\" rel=\"noopener noreferrer\">CC Switch\u003C\u002Fa> 裡切到 OpenAI 圖示，然後新增節點，把 API 位址、密鑰等資訊填進去，最後儲存並啟用。\u003C\u002Fp>\u003Cp>如果你不確定 API 位址寫什麼，可以回到 CCX 日誌裡查。這個步驟的重點不是參數多複雜，而是確保 Codex 的請求真的被導向 CCX，再由 CCX 轉給 DeepSeek。\u003C\u002Fp>\u003Cul>\u003Cli>操作順序：切到 OpenAI 圖示\u003C\u002Fli>\u003Cli>動作：新建節點、填寫位址、儲存、啟用\u003C\u002Fli>\u003Cli>排查方式：查看 CCX 日誌\u003C\u002Fli>\u003C\u002Ful>\u003Ch2>5. 重啟 Codex 並檢查日誌\u003C\u002Fh2>\u003Cp>設定都做完後，最後一步是重啟 Codex。原文甚至連說了幾次重啟，因為這類\u003Ca href=\"\u002Fnews\u002Fgemma-4-12b-specs-benchmarks-run-locally-zh\">本地\u003C\u002Fa>代理切換常常需要重新載入設定，第一次沒生效並不罕見。\u003C\u002Fp>\u003Cp>重啟後先做一次\u003Ca href=\"\u002Fnews\u002Fllama-benchy-api-benchmark-zh\">測試\u003C\u002Fa>，再看 Codex 後台日誌和 DeepSeek 的扣費紀錄，確認請求已經正常走通。只要鏈路通了，你就能看到 Codex 和 DeepSeek 聯動工作，而不是卡在原生 OpenAI 介面上。\u003C\u002Fp>\u003Cul>\u003Cli>確認項：Codex 日誌正常\u003C\u002Fli>\u003Cli>確認項：DeepSeek 有呼叫紀錄\u003C\u002Fli>\u003Cli>常見動作：多重啟幾次\u003C\u002Fli>\u003C\u002Ful>\u003Ch2>怎麼挑\u003C\u002Fh2>\u003Cp>如果你是第一次折騰，優先按「Codex 桌面版 + DeepSeek + CCX + CC Switch」這條線走，步驟最清楚，也最接近原文的實戰路徑。它適合想先把流程跑通、再慢慢優化的人。\u003C\u002Fp>\u003Cp>如果你更在意穩定性和省事，原文也提到可以考慮其他中轉方案，但費用通常更高。換句話說，想低成本驗證就選這套組合，想少折騰就考慮更成熟的代理服務。\u003C\u002Fp>","5 步完成 Codex 透過 DeepSeek 的接入，含 CCX、CC Switch 與重啟檢查細節。","zhuanlan.zhihu.com","https:\u002F\u002Fzhuanlan.zhihu.com\u002Fp\u002F2044544869054537823",null,"https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1780778868563-waac.png","industry","zh","18772850-3016-421b-9758-095468cb982c",[17,18,19,20,21,22,23],"Codex","DeepSeek","CCX","CC Switch","API 密鑰","OpenAI 介面","代理設定",[25,26,27],"先裝桌面版 Codex，再補 Git 和 Node.js，能降低入門成本。","DeepSeek 需要 API key 與餘額，先充值再測試更穩妥。","CCX 負責介面轉換，CC Switch 負責把 Codex 流量指向 CCX。",1,"2026-06-06T20:47:20.137781+00:00","2026-06-06T20:47:20.13+00:00","caa87b65-9bbc-46fe-bba8-4f4158dd2d8b",{"tags":33,"relatedLang":44,"relatedPosts":48},[34,36,38,40,42],{"name":21,"slug":35},"api-密鑰",{"name":20,"slug":37},"cc-switch",{"name":18,"slug":39},"deepseek",{"name":17,"slug":41},"codex",{"name":19,"slug":43},"ccx",{"id":15,"slug":45,"title":46,"language":47},"5-steps-connect-codex-with-deepseek-en","5 steps to connect Codex with DeepSeek","en",[49,55,61,67,73,79],{"id":50,"slug":51,"title":52,"cover_image":53,"image_url":53,"created_at":54,"category":13},"69002c63-177a-4723-9e63-d28506f08edd","openai-ads-sensitive-chats-policy-zh","OpenAI把廣告擋在敏感對話外是對的","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1781051578409-en02.png","2026-06-10T00:32:23.404084+00:00",{"id":56,"slug":57,"title":58,"cover_image":59,"image_url":59,"created_at":60,"category":13},"ea98a8c9-ebe1-4258-8a2b-b0d82b25deed","ai-bootlegs-streaming-royalties-stick-figure-zh","AI bootlegs 正在抽走串流版稅","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1781050681742-3rdh.png","2026-06-10T00:17:31.017287+00:00",{"id":62,"slug":63,"title":64,"cover_image":65,"image_url":65,"created_at":66,"category":13},"20d0b5fc-a363-481d-86b2-e30276a49e92","amd-microsoft-windows-ml-acceleration-zh","AMD 與 Microsoft 把 Windows ML 推進 GPU 與 N…","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1781047980407-vd5p.png","2026-06-09T23:32:31.304436+00:00",{"id":68,"slug":69,"title":70,"cover_image":71,"image_url":71,"created_at":72,"category":13},"9a0692ba-a9c5-42eb-823d-8a0e6e6ae3fc","openai-ipo-filing-turns-hype-into-scrutiny-zh","OpenAI IPO 讓神話變審核","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1781042614962-bj12.png","2026-06-09T22:03:04.524304+00:00",{"id":74,"slug":75,"title":76,"cover_image":77,"image_url":77,"created_at":78,"category":13},"40d4f012-36b6-4b8f-b470-30242a0b8483","skatteetaten-public-sector-ai-should-be-judged-by-outcomes-zh","Skatteetaten 證明公部門 AI 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3…","2026-03-26T07:30:12.825269+00:00",{"id":122,"slug":123,"title":124,"created_at":125},"e660d801-2421-4529-8fa9-86b82b066990","metas-llama-4-benchmark-scandal-gets-worse-zh","Meta Llama 4 分數風波又擴大","2026-03-26T07:34:21.156421+00:00",{"id":127,"slug":128,"title":129,"created_at":130},"183f9e7c-e143-40bb-a6d5-67ba84a3a8bc","accenture-mistral-ai-sovereign-enterprise-deal-zh","Accenture 攜手 Mistral AI 賣主權 AI","2026-03-26T07:38:14.818906+00:00",{"id":132,"slug":133,"title":134,"created_at":135},"191d9b1b-768a-478c-978c-dd7431a38149","mistral-ai-faces-its-hardest-year-yet-zh","Mistral AI 迎來最硬的一年","2026-03-26T07:40:23.716374+00:00"]