{"text": "Codex 接入 DeepSick V4 正式版模型并配套完整视觉能力的终极解决方案我团队自研的 FF Codex 控制台开源了不写一行代码没有任何网络门槛即可直接完成 Codex 安装和更新DeepSick V4 正式版模型接入MCP 视觉能力增强以及多版本与隔离环境管理等等各项使用功能没有 CC Switch 复杂繁手的功能专为国内开发者准备零网络限制安装 Codex加接入任意模型加视觉能力增强同时兼容 Windows、 MacOS、 Linux 等操作系统完整项目代码和操作手册已经上线支付班 AI 社区 打扫码即可免费领取接下来我为大家快速介绍这款 FF Codex 控制台的具体使用方法整个过程非常简单首先大家拿到项目之后点击进入 Development Installer 文件夹然后双击 Launch-web 即可开启服务首次启动会检测本地是否已经安装了 Codex如果没有安装则会自动从国内镜像站进行下载并能同步保持最新版本的更新安装完成后即可进入配置阶段这里我们点击继续配置首先可以选择是否对当前默认环境进行修改还是创建 DeepSeek 专属的隔离环境首次使用建议在隔离环境中进行配置然后进入 API Key 配置环节这里我们需要同时配置 DeepSeek 的 API Key作为基础推理模型以及阿里百炼的 API Key来提供视觉模型服务然后确认保存如果到这个环节还没有安装 Codex也会自动启动安装程序然后点击安装配置等待显示完成即可至此基本配置全部结束是不是很简单Codex App和 Codex Click 是同步完成配置的大家现在打开 ChatGPT 或者 Codex应用看到左下方是 DeepSeek并且模型设置定义就说明已经配置成功了接下来即可进行任意对话或者执行各类任务整个过程非常简单而对于开发的同学如果要进一步进入到 Codex CLI 命令行环境则可以直接点击 Codex 绘画启动台选择执行目录然后选择继承之前的对话或者创建新的对话以及可选是否给予全部的权限然后即可进入 Codex Click 页面来进行自由对话了能看到现在模型就已经设置成了Deepseek V4 Flash 正式版模型同时我们也可以测试下目前 Codex 加 Deepseek 是否已经具有视觉能力这里我们在当前项目录下放一张非常复杂的长图这是关于30天 Agent 自学开发冲刺规划的学习路径图片然后询问 Codex 图片内容能看到目前 Codex 能顺利调用 MCP 工具并最终完成复杂视觉识别整个过程无需人工干预Codex 会自动根据任务需求灵活调用视觉能力来完成识别至此我们的 Codex 就已经全面接入 Deepseek V4 模型并且适配了新的视觉能力之后大家还可以借助 FF Codex 控制台完成例如 Codex 一键更新其他各类模型的配置接入创建或者删除隔离环境拓展 MCP 服务系统功能诊断环境备份与修复等各项使用功能从此告别复杂配置文件修改仅需点击即可全部完成好了本期视频到这就全部结束了感谢大家关注和三连支持目前 FF Codex 控制台的完整原码以及操作手册已经上线至复发 AI 社区大家刷码即可免费领取226 大幕式 Agent 技术发展石头异常聚模我也将持续为大家提供最前沿实用的技术教学感谢大家的关注和三连支持我们下个视频再见", "segments": [{"id": 0, "seek": 0, "start": 0.0, "end": 2.0, "text": "Codex 接入 DeepSick V4 正式版模型", "tokens": [50365, 34, 1429, 87, 220, 14468, 14028, 14895, 50, 618, 691, 19, 220, 15789, 27584, 42096, 41908, 39823, 50465], "temperature": 0, "avg_logprob": -0.1181175719657445, "compression_ratio": 1.332378223495702, "no_speech_prob": 2.3348727465344332e-11}, {"id": 1, "seek": 0, "start": 2.0, "end": 4.7, "text": "并配套完整视觉能力的终极解决方案", "tokens": [50465, 3509, 114, 38846, 1881, 245, 14128, 27662, 40656, 24447, 8225, 13486, 1546, 10115, 230, 7360, 223, 17278, 5676, 111, 9249, 28899, 50600], "temperature": 0, "avg_logprob": -0.1181175719657445, "compression_ratio": 1.332378223495702, "no_speech_prob": 2.3348727465344332e-11}, {"id": 2, "seek": 0, "start": 4.7, "end": 7.98, "text": "我团队自研的 FF Codex 控制台开源了", "tokens": [50600, 1654, 3919, 95, 10034, 253, 9722, 23230, 242, 1546, 479, 37, 15549, 87, 220, 48707, 25491, 15433, 18937, 47402, 2289, 50764], "temperature": 0, "avg_logprob": -0.1181175719657445, "compression_ratio": 1.332378223495702, "no_speech_prob": 2.3348727465344332e-11}, {"id": 3, "seek": 0, "start": 7.98, "end": 10.34, "text": "不写一行代码没有任何网络门槛", "tokens": [50764, 1960, 5676, 247, 2257, 8082, 19105, 23230, 223, 17944, 26443, 11906, 16469, 239, 10115, 250, 8259, 101, 24880, 249, 50882], "temperature": 0, "avg_logprob": -0.1181175719657445, "compression_ratio": 1.332378223495702, "no_speech_prob": 2.3348727465344332e-11}, {"id": 4, "seek": 0, "start": 10.34, "end": 12.4, "text": "即可直接完成 Codex 安装和更新", "tokens": [50882, 39127, 4429, 43297, 41509, 15549, 87, 220, 16206, 8083, 227, 12565, 19002, 12560, 50985], "temperature": 0, "avg_logprob": -0.1181175719657445, "compression_ratio": 1.332378223495702, "no_speech_prob": 2.3348727465344332e-11}, {"id": 5, "seek": 0, "start": 12.4, "end": 14.76, "text": "DeepSick V4 正式版模型接入", "tokens": [50985, 11089, 595, 50, 618, 691, 19, 220, 15789, 27584, 42096, 41908, 39823, 14468, 14028, 51103], "temperature": 0, "avg_logprob": -0.1181175719657445, "compression_ratio": 1.332378223495702, "no_speech_prob": 2.3348727465344332e-11}, {"id": 6, "seek": 0, "start": 14.76, "end": 16.94, "text": "MCP 视觉能力增强", "tokens": [51103, 44, 20049, 220, 40656, 24447, 8225, 13486, 24228, 252, 5702, 118, 51212], "temperature": 0, "avg_logprob": -0.1181175719657445, "compression_ratio": 1.332378223495702, "no_speech_prob": 2.3348727465344332e-11}, {"id": 7, "seek": 0, "start": 16.94, "end": 20.92, "text": "以及多版本与隔离环境管理等等各项使用功能", "tokens": [51212, 40282, 6392, 42096, 8802, 940, 236, 165, 1206, 18614, 119, 8051, 107, 47885, 23131, 13876, 36000, 17516, 10178, 117, 22982, 9254, 32311, 8225, 51411], "temperature": 0, "avg_logprob": -0.1181175719657445, "compression_ratio": 1.332378223495702, "no_speech_prob": 2.3348727465344332e-11}, {"id": 8, "seek": 0, "start": 20.92, "end": 23.34, "text": "没有 CC Switch 复杂繁手的功能", "tokens": [51411, 17944, 12630, 13893, 220, 1787, 235, 4422, 224, 23141, 223, 11389, 1546, 32311, 8225, 51532], "temperature": 0, "avg_logprob": -0.1181175719657445, "compression_ratio": 1.332378223495702, "no_speech_prob": 2.3348727465344332e-11}, {"id": 9, "seek": 0, "start": 23.34, "end": 24.96, "text": "专为国内开发者准备", "tokens": [51532, 940, 241, 13992, 16086, 34742, 18937, 28926, 12444, 6336, 228, 1787, 229, 51613], "temperature": 0, "avg_logprob": -0.1181175719657445, "compression_ratio": 1.332378223495702, "no_speech_prob": 2.3348727465344332e-11}, {"id": 10, "seek": 0, "start": 24.96, "end": 26.98, "text": "零网络限制安装 Codex", "tokens": [51613, 6306, 114, 16469, 239, 10115, 250, 43446, 25491, 16206, 8083, 227, 15549, 87, 51714], "temperature": 0, "avg_logprob": -0.1181175719657445, "compression_ratio": 1.332378223495702, "no_speech_prob": 2.3348727465344332e-11}, {"id": 11, "seek": 0, "start": 26.98, "end": 29.86, "text": "加接入任意模型加视觉能力增强", "tokens": [51714, 9990, 14468, 14028, 26443, 9042, 41908, 39823, 9990, 40656, 24447, 8225, 13486, 24228, 252, 5702, 118, 51858], "temperature": 0, "avg_logprob": -0.1181175719657445, "compression_ratio": 1.332378223495702, "no_speech_prob": 2.3348727465344332e-11}, {"id": 12, "seek": 2986, "start": 29.86, "end": 32.86, "text": "同时兼容 Windows、 MacOS、 Linux 等操作系统", "tokens": [50365, 13089, 15729, 2347, 120, 25750, 8591, 1231, 5707, 4367, 1231, 18734, 220, 10187, 13167, 235, 11914, 25368, 10115, 253, 50515], "temperature": 0, "avg_logprob": -0.1840186960556928, "compression_ratio": 1.1570048309178744, "no_speech_prob": 1.3372741282380307e-11}, {"id": 13, "seek": 2986, "start": 32.86, "end": 35.34, "text": "完整项目代码和操作手册已经上线", "tokens": [50515, 14128, 27662, 10178, 117, 11386, 19105, 23230, 223, 12565, 13167, 235, 11914, 11389, 5676, 234, 49161, 5708, 16853, 123, 50639], "temperature": 0, "avg_logprob": -0.1840186960556928, "compression_ratio": 1.1570048309178744, "no_speech_prob": 1.3372741282380307e-11}, {"id": 14, "seek": 2986, "start": 35.34, "end": 38.18, "text": "支付班 AI 社区 打扫码即可免费领取", "tokens": [50639, 24400, 41469, 44695, 7318, 220, 27658, 9937, 118, 220, 12467, 3416, 104, 23230, 223, 39127, 4429, 2347, 235, 18464, 117, 12501, 228, 29436, 50781], "temperature": 0, "avg_logprob": -0.1840186960556928, "compression_ratio": 1.1570048309178744, "no_speech_prob": 1.3372741282380307e-11}, {"id": 15, "seek": 2986, "start": 38.18, "end": 42.7, "text": "接下来我为大家快速介绍这款 FF Codex 控制台的具体使用方法", "tokens": [50781, 14468, 4438, 6912, 1654, 13992, 6868, 10251, 31217, 30312, 10115, 235, 5562, 48798, 479, 37, 15549, 87, 220, 48707, 25491, 15433, 1546, 39806, 29485, 22982, 9254, 9249, 11148, 51007], "temperature": 0, "avg_logprob": -0.1840186960556928, "compression_ratio": 1.1570048309178744, "no_speech_prob": 1.3372741282380307e-11}, {"id": 16, "seek": 2986, "start": 42.7, "end": 44.18, "text": "整个过程非常简单", "tokens": [51007, 27662, 7549, 16866, 29649, 14392, 11249, 222, 47446, 51081], "temperature": 0, "avg_logprob": -0.1840186960556928, "compression_ratio": 1.1570048309178744, "no_speech_prob": 1.3372741282380307e-11}, {"id": 17, "seek": 2986, "start": 44.18, "end": 45.9, "text": "首先大家拿到项目之后", "tokens": [51081, 36490, 6868, 24351, 4511, 10178, 117, 11386, 9574, 13547, 51167], "temperature": 0, "avg_logprob": -0.1840186960556928, "compression_ratio": 1.1570048309178744, "no_speech_prob": 1.3372741282380307e-11}, {"id": 18, "seek": 2986, "start": 45.9, "end": 49.260000000000005, "text": "点击进入 Development Installer 文件夹", "tokens": [51167, 12579, 6336, 119, 36700, 14028, 15041, 2730, 22414, 220, 17174, 20485, 1787, 117, 51335], "temperature": 0, "avg_logprob": -0.1840186960556928, "compression_ratio": 1.1570048309178744, "no_speech_prob": 1.3372741282380307e-11}, {"id": 19, "seek": 2986, "start": 49.260000000000005, "end": 52.7, "text": "然后双击 Launch-web 即可开启服务", "tokens": [51335, 26636, 2129, 234, 6336, 119, 28119, 12, 826, 65, 220, 39127, 4429, 18937, 2392, 107, 27408, 5087, 94, 51507], "temperature": 0, "avg_logprob": -0.1840186960556928, "compression_ratio": 1.1570048309178744, "no_speech_prob": 1.3372741282380307e-11}, {"id": 20, "seek": 2986, "start": 52.7, "end": 55.9, "text": "首次启动会检测本地是否已经安装了 Codex", "tokens": [51507, 25444, 9487, 2392, 107, 34961, 12949, 16407, 222, 11038, 233, 8802, 10928, 1541, 45334, 49161, 16206, 8083, 227, 2289, 15549, 87, 51667], "temperature": 0, "avg_logprob": -0.1840186960556928, "compression_ratio": 1.1570048309178744, "no_speech_prob": 1.3372741282380307e-11}, {"id": 21, "seek": 2986, "start": 55.9, "end": 56.58, "text": "如果没有安装", "tokens": [51667, 13119, 17944, 16206, 8083, 227, 51701], "temperature": 0, "avg_logprob": -0.1840186960556928, "compression_ratio": 1.1570048309178744, "no_speech_prob": 1.3372741282380307e-11}, {"id": 22, "seek": 2986, "start": 56.58, "end": 59.379999999999995, "text": "则会自动从国内镜像站进行下载", "tokens": [51701, 2437, 247, 12949, 9722, 34961, 35630, 16086, 34742, 12373, 250, 12760, 34155, 36700, 8082, 4438, 17819, 121, 51841], "temperature": 0, "avg_logprob": -0.1840186960556928, "compression_ratio": 1.1570048309178744, "no_speech_prob": 1.3372741282380307e-11}, {"id": 23, "seek": 5938, "start": 59.38, "end": 61.620000000000005, "text": "并能同步保持最新版本的更新", "tokens": [50365, 3509, 114, 8225, 13089, 31429, 24302, 17694, 8661, 12560, 42096, 8802, 1546, 19002, 12560, 50477], "temperature": 0, "avg_logprob": -0.13224712050104714, "compression_ratio": 1.3322033898305086, "no_speech_prob": 1.637270180543382e-11}, {"id": 24, "seek": 5938, "start": 61.620000000000005, "end": 64.38, "text": "安装完成后即可进入配置阶段", "tokens": [50477, 16206, 8083, 227, 41509, 13547, 39127, 4429, 36700, 14028, 38846, 34719, 10034, 114, 28427, 50615], "temperature": 0, "avg_logprob": -0.13224712050104714, "compression_ratio": 1.3322033898305086, "no_speech_prob": 1.637270180543382e-11}, {"id": 25, "seek": 5938, "start": 64.38, "end": 66.3, "text": "这里我们点击继续配置", "tokens": [50615, 35102, 15003, 12579, 6336, 119, 10115, 100, 10115, 255, 38846, 34719, 50711], "temperature": 0, "avg_logprob": -0.13224712050104714, "compression_ratio": 1.3322033898305086, "no_speech_prob": 1.637270180543382e-11}, {"id": 26, "seek": 5938, "start": 66.3, "end": 70.06, "text": "首先可以选择是否对当前默认环境进行修改", "tokens": [50711, 36490, 6723, 2215, 231, 6852, 102, 1541, 45334, 8713, 16233, 8945, 6173, 246, 7422, 97, 8051, 107, 47885, 36700, 8082, 7792, 106, 34490, 50899], "temperature": 0, "avg_logprob": -0.13224712050104714, "compression_ratio": 1.3322033898305086, "no_speech_prob": 1.637270180543382e-11}, {"id": 27, "seek": 5938, "start": 70.06, "end": 72.9, "text": "还是创建 DeepSeek 专属的隔离环境", "tokens": [50899, 45726, 2437, 249, 34157, 14895, 10637, 916, 220, 940, 241, 9636, 252, 1546, 165, 1206, 18614, 119, 8051, 107, 47885, 51041], "temperature": 0, "avg_logprob": -0.13224712050104714, "compression_ratio": 1.3322033898305086, "no_speech_prob": 1.637270180543382e-11}, {"id": 28, "seek": 5938, "start": 72.9, "end": 75.78, "text": "首次使用建议在隔离环境中进行配置", "tokens": [51041, 25444, 9487, 22982, 9254, 34157, 7422, 106, 3581, 165, 1206, 18614, 119, 8051, 107, 47885, 5975, 36700, 8082, 38846, 34719, 51185], "temperature": 0, "avg_logprob": -0.13224712050104714, "compression_ratio": 1.3322033898305086, "no_speech_prob": 1.637270180543382e-11}, {"id": 29, "seek": 5938, "start": 75.78, "end": 78.14, "text": "然后进入 API Key 配置环节", "tokens": [51185, 26636, 36700, 14028, 9362, 12759, 220, 38846, 34719, 8051, 107, 45161, 51303], "temperature": 0, "avg_logprob": -0.13224712050104714, "compression_ratio": 1.3322033898305086, "no_speech_prob": 1.637270180543382e-11}, {"id": 30, "seek": 5938, "start": 78.14, "end": 80.86, "text": "这里我们需要同时配置 DeepSeek 的 API Key", "tokens": [51303, 35102, 15003, 35748, 13089, 15729, 38846, 34719, 14895, 10637, 916, 27949, 9362, 12759, 51439], "temperature": 0, "avg_logprob": -0.13224712050104714, "compression_ratio": 1.3322033898305086, "no_speech_prob": 1.637270180543382e-11}, {"id": 31, "seek": 5938, "start": 80.86, "end": 82.42, "text": "作为基础推理模型", "tokens": [51439, 11914, 13992, 26008, 38114, 222, 33597, 13876, 41908, 39823, 51517], "temperature": 0, "avg_logprob": -0.13224712050104714, "compression_ratio": 1.3322033898305086, "no_speech_prob": 1.637270180543382e-11}, {"id": 32, "seek": 5938, "start": 82.42, "end": 84.38, "text": "以及阿里百炼的 API Key", "tokens": [51517, 40282, 13594, 15759, 31906, 4804, 120, 1546, 9362, 12759, 51615], "temperature": 0, "avg_logprob": -0.13224712050104714, "compression_ratio": 1.3322033898305086, "no_speech_prob": 1.637270180543382e-11}, {"id": 33, "seek": 8438, "start": 84.38, "end": 86.02, "text": "来提供视觉模型服务", "tokens": [50365, 6912, 20949, 3254, 249, 40656, 24447, 41908, 39823, 27408, 5087, 94, 50447], "temperature": 0, "avg_logprob": -0.1266194609708564, "compression_ratio": 1.2529761904761905, "no_speech_prob": 2.176690251654012e-11}, {"id": 34, "seek": 8438, "start": 86.02, "end": 87.14, "text": "然后确认保存", "tokens": [50447, 26636, 38114, 106, 7422, 97, 24302, 39781, 50503], "temperature": 0, "avg_logprob": -0.1266194609708564, "compression_ratio": 1.2529761904761905, "no_speech_prob": 2.176690251654012e-11}, {"id": 35, "seek": 8438, "start": 87.14, "end": 89.38, "text": "如果到这个环节还没有安装 Codex", "tokens": [50503, 13119, 4511, 15368, 8051, 107, 45161, 14852, 17944, 16206, 8083, 227, 15549, 87, 50615], "temperature": 0, "avg_logprob": -0.1266194609708564, "compression_ratio": 1.2529761904761905, "no_speech_prob": 2.176690251654012e-11}, {"id": 36, "seek": 8438, "start": 89.38, "end": 91.3, "text": "也会自动启动安装程序", "tokens": [50615, 6404, 12949, 9722, 34961, 2392, 107, 34961, 16206, 8083, 227, 29649, 6346, 237, 50711], "temperature": 0, "avg_logprob": -0.1266194609708564, "compression_ratio": 1.2529761904761905, "no_speech_prob": 2.176690251654012e-11}, {"id": 37, "seek": 8438, "start": 91.3, "end": 93.06, "text": "然后点击安装配置", "tokens": [50711, 26636, 12579, 6336, 119, 16206, 8083, 227, 38846, 34719, 50799], "temperature": 0, "avg_logprob": -0.1266194609708564, "compression_ratio": 1.2529761904761905, "no_speech_prob": 2.176690251654012e-11}, {"id": 38, "seek": 8438, "start": 93.06, "end": 94.61999999999999, "text": "等待显示完成即可", "tokens": [50799, 10187, 18390, 1431, 122, 25696, 41509, 39127, 4429, 50877], "temperature": 0, "avg_logprob": -0.1266194609708564, "compression_ratio": 1.2529761904761905, "no_speech_prob": 2.176690251654012e-11}, {"id": 39, "seek": 8438, "start": 94.61999999999999, "end": 96.22, "text": "至此基本配置全部结束", "tokens": [50877, 20844, 17947, 37946, 38846, 34719, 38714, 45641, 44320, 50957], "temperature": 0, "avg_logprob": -0.1266194609708564, "compression_ratio": 1.2529761904761905, "no_speech_prob": 2.176690251654012e-11}, {"id": 40, "seek": 8438, "start": 96.22, "end": 97.06, "text": "是不是很简单", "tokens": [50957, 23034, 4563, 11249, 222, 47446, 50999], "temperature": 0, "avg_logprob": -0.1266194609708564, "compression_ratio": 1.2529761904761905, "no_speech_prob": 2.176690251654012e-11}, {"id": 41, "seek": 8438, "start": 97.06, "end": 100.46, "text": "Codex App和 Codex Click 是同步完成配置的", "tokens": [50999, 34, 1429, 87, 3132, 12565, 15549, 87, 8230, 11947, 13089, 31429, 41509, 38846, 34719, 1546, 51169], "temperature": 0, "avg_logprob": -0.1266194609708564, "compression_ratio": 1.2529761904761905, "no_speech_prob": 2.176690251654012e-11}, {"id": 42, "seek": 8438, "start": 100.46, "end": 103.14, "text": "大家现在打开 ChatGPT 或者 Codex应用", "tokens": [51169, 6868, 25040, 12467, 18937, 27503, 38, 47, 51, 220, 31148, 15549, 87, 44297, 9254, 51303], "temperature": 0, "avg_logprob": -0.1266194609708564, "compression_ratio": 1.2529761904761905, "no_speech_prob": 2.176690251654012e-11}, {"id": 43, "seek": 8438, "start": 103.14, "end": 105.3, "text": "看到左下方是 DeepSeek", "tokens": [51303, 18032, 21975, 4438, 9249, 1541, 14895, 10637, 916, 51411], "temperature": 0, "avg_logprob": -0.1266194609708564, "compression_ratio": 1.2529761904761905, "no_speech_prob": 2.176690251654012e-11}, {"id": 44, "seek": 8438, "start": 105.3, "end": 106.78, "text": "并且模型设置定义", "tokens": [51411, 3509, 114, 20334, 41908, 39823, 7422, 122, 34719, 12088, 2930, 231, 51485], "temperature": 0, "avg_logprob": -0.1266194609708564, "compression_ratio": 1.2529761904761905, "no_speech_prob": 2.176690251654012e-11}, {"id": 45, "seek": 8438, "start": 106.78, "end": 108.69999999999999, "text": "就说明已经配置成功了", "tokens": [51485, 3111, 8090, 11100, 49161, 38846, 34719, 11336, 32311, 2289, 51581], "temperature": 0, "avg_logprob": -0.1266194609708564, "compression_ratio": 1.2529761904761905, "no_speech_prob": 2.176690251654012e-11}, {"id": 46, "seek": 8438, "start": 108.69999999999999, "end": 110.69999999999999, "text": "接下来即可进行任意对话", "tokens": [51581, 14468, 4438, 6912, 39127, 4429, 36700, 8082, 26443, 9042, 8713, 21596, 51681], "temperature": 0, "avg_logprob": -0.1266194609708564, "compression_ratio": 1.2529761904761905, "no_speech_prob": 2.176690251654012e-11}, {"id": 47, "seek": 11070, "start": 110.7, "end": 112.06, "text": "或者执行各类任务", "tokens": [50365, 31148, 3416, 100, 8082, 17516, 22113, 119, 26443, 5087, 94, 50433], "temperature": 0, "avg_logprob": -0.14367548290051912, "compression_ratio": 1.234159779614325, "no_speech_prob": 2.087565710573447e-11}, {"id": 48, "seek": 11070, "start": 112.06, "end": 113.38000000000001, "text": "整个过程非常简单", "tokens": [50433, 27662, 7549, 16866, 29649, 14392, 11249, 222, 47446, 50499], "temperature": 0, "avg_logprob": -0.14367548290051912, "compression_ratio": 1.234159779614325, "no_speech_prob": 2.087565710573447e-11}, {"id": 49, "seek": 11070, "start": 113.38000000000001, "end": 114.78, "text": "而对于开发的同学", "tokens": [50499, 11070, 8713, 37732, 18937, 28926, 1546, 13089, 29618, 50569], "temperature": 0, "avg_logprob": -0.14367548290051912, "compression_ratio": 1.234159779614325, "no_speech_prob": 2.087565710573447e-11}, {"id": 50, "seek": 11070, "start": 114.78, "end": 118.38, "text": "如果要进一步进入到 Codex CLI 命令行环境", "tokens": [50569, 13119, 4275, 36700, 2257, 31429, 36700, 14028, 4511, 15549, 87, 12855, 40, 220, 25236, 49061, 8082, 8051, 107, 47885, 50749], "temperature": 0, "avg_logprob": -0.14367548290051912, "compression_ratio": 1.234159779614325, "no_speech_prob": 2.087565710573447e-11}, {"id": 51, "seek": 11070, "start": 118.38, "end": 121.7, "text": "则可以直接点击 Codex 绘画启动台", "tokens": [50749, 2437, 247, 6723, 43297, 12579, 6336, 119, 15549, 87, 220, 10115, 246, 27126, 2392, 107, 34961, 15433, 50915], "temperature": 0, "avg_logprob": -0.14367548290051912, "compression_ratio": 1.234159779614325, "no_speech_prob": 2.087565710573447e-11}, {"id": 52, "seek": 11070, "start": 121.7, "end": 122.94, "text": "选择执行目录", "tokens": [50915, 2215, 231, 6852, 102, 3416, 100, 8082, 11386, 7391, 243, 50977], "temperature": 0, "avg_logprob": -0.14367548290051912, "compression_ratio": 1.234159779614325, "no_speech_prob": 2.087565710573447e-11}, {"id": 53, "seek": 11070, "start": 122.94, "end": 125.14, "text": "然后选择继承之前的对话", "tokens": [50977, 26636, 2215, 231, 6852, 102, 10115, 100, 3416, 123, 32442, 1546, 8713, 21596, 51087], "temperature": 0, "avg_logprob": -0.14367548290051912, "compression_ratio": 1.234159779614325, "no_speech_prob": 2.087565710573447e-11}, {"id": 54, "seek": 11070, "start": 125.14, "end": 126.66, "text": "或者创建新的对话", "tokens": [51087, 31148, 2437, 249, 34157, 12560, 1546, 8713, 21596, 51163], "temperature": 0, "avg_logprob": -0.14367548290051912, "compression_ratio": 1.234159779614325, "no_speech_prob": 2.087565710573447e-11}, {"id": 55, "seek": 11070, "start": 126.66, "end": 129.54, "text": "以及可选是否给予全部的权限", "tokens": [51163, 40282, 4429, 2215, 231, 1541, 45334, 23197, 1369, 230, 38714, 1546, 4422, 225, 43446, 51307], "temperature": 0, "avg_logprob": -0.14367548290051912, "compression_ratio": 1.234159779614325, "no_speech_prob": 2.087565710573447e-11}, {"id": 56, "seek": 11070, "start": 129.54, "end": 131.74, "text": "然后即可进入 Codex Click 页面", "tokens": [51307, 26636, 39127, 4429, 36700, 14028, 15549, 87, 8230, 220, 10178, 113, 8833, 51417], "temperature": 0, "avg_logprob": -0.14367548290051912, "compression_ratio": 1.234159779614325, "no_speech_prob": 2.087565710573447e-11}, {"id": 57, "seek": 11070, "start": 131.74, "end": 133.06, "text": "来进行自由对话了", "tokens": [51417, 6912, 36700, 8082, 45233, 8713, 21596, 2289, 51483], "temperature": 0, "avg_logprob": -0.14367548290051912, "compression_ratio": 1.234159779614325, "no_speech_prob": 2.087565710573447e-11}, {"id": 58, "seek": 11070, "start": 133.06, "end": 135.3, "text": "能看到现在模型就已经设置成了", "tokens": [51483, 8225, 18032, 25040, 41908, 39823, 3111, 49161, 7422, 122, 34719, 11336, 2289, 51595], "temperature": 0, "avg_logprob": -0.14367548290051912, "compression_ratio": 1.234159779614325, "no_speech_prob": 2.087565710573447e-11}, {"id": 59, "seek": 11070, "start": 135.3, "end": 137.18, "text": "Deepseek V4 Flash 正式版模型", "tokens": [51595, 11089, 595, 405, 916, 691, 19, 20232, 220, 15789, 27584, 42096, 41908, 39823, 51689], "temperature": 0, "avg_logprob": -0.14367548290051912, "compression_ratio": 1.234159779614325, "no_speech_prob": 2.087565710573447e-11}, {"id": 60, "seek": 11070, "start": 137.18, "end": 139.06, "text": "同时我们也可以测试下", "tokens": [51689, 13089, 15729, 15003, 47935, 11038, 233, 5233, 243, 4438, 51783], "temperature": 0, "avg_logprob": -0.14367548290051912, "compression_ratio": 1.234159779614325, "no_speech_prob": 2.087565710573447e-11}, {"id": 61, "seek": 13906, "start": 139.06, "end": 142.5, "text": "目前 Codex 加 Deepseek 是否已经具有视觉能力", "tokens": [50365, 39004, 15549, 87, 220, 9990, 14895, 405, 916, 11947, 45334, 49161, 39806, 2412, 40656, 24447, 8225, 13486, 50537], "temperature": 0, "avg_logprob": -0.13414942207982986, "compression_ratio": 1.2523364485981308, "no_speech_prob": 1.6761531398956642e-11}, {"id": 62, "seek": 13906, "start": 142.5, "end": 144.5, "text": "这里我们在当前项目录下", "tokens": [50537, 35102, 15003, 3581, 16233, 8945, 10178, 117, 11386, 7391, 243, 4438, 50637], "temperature": 0, "avg_logprob": -0.13414942207982986, "compression_ratio": 1.2523364485981308, "no_speech_prob": 1.6761531398956642e-11}, {"id": 63, "seek": 13906, "start": 144.5, "end": 146.66, "text": "放一张非常复杂的长图", "tokens": [50637, 12744, 2257, 44059, 14392, 1787, 235, 4422, 224, 1546, 32271, 3919, 122, 50745], "temperature": 0, "avg_logprob": -0.13414942207982986, "compression_ratio": 1.2523364485981308, "no_speech_prob": 1.6761531398956642e-11}, {"id": 64, "seek": 13906, "start": 146.66, "end": 151.06, "text": "这是关于30天 Agent 自学开发冲刺规划的学习路径图片", "tokens": [50745, 27455, 28053, 37732, 3446, 6135, 27174, 220, 9722, 29618, 18937, 28926, 5676, 110, 2437, 118, 6758, 226, 2437, 240, 1546, 29618, 2930, 254, 24658, 2172, 226, 3919, 122, 16668, 50965], "temperature": 0, "avg_logprob": -0.13414942207982986, "compression_ratio": 1.2523364485981308, "no_speech_prob": 1.6761531398956642e-11}, {"id": 65, "seek": 13906, "start": 151.06, "end": 153.62, "text": "然后询问 Codex 图片内容", "tokens": [50965, 26636, 5233, 95, 22064, 15549, 87, 220, 3919, 122, 16668, 34742, 25750, 51093], "temperature": 0, "avg_logprob": -0.13414942207982986, "compression_ratio": 1.2523364485981308, "no_speech_prob": 1.6761531398956642e-11}, {"id": 66, "seek": 13906, "start": 153.62, "end": 157.22, "text": "能看到目前 Codex 能顺利调用 MCP 工具", "tokens": [51093, 8225, 18032, 39004, 15549, 87, 220, 8225, 10178, 118, 23700, 8897, 225, 9254, 8797, 47, 220, 23323, 39806, 51273], "temperature": 0, "avg_logprob": -0.13414942207982986, "compression_ratio": 1.2523364485981308, "no_speech_prob": 1.6761531398956642e-11}, {"id": 67, "seek": 13906, "start": 157.22, "end": 159.78, "text": "并最终完成复杂视觉识别", "tokens": [51273, 3509, 114, 8661, 10115, 230, 41509, 1787, 235, 4422, 224, 40656, 24447, 5233, 228, 18453, 51401], "temperature": 0, "avg_logprob": -0.13414942207982986, "compression_ratio": 1.2523364485981308, "no_speech_prob": 1.6761531398956642e-11}, {"id": 68, "seek": 13906, "start": 159.78, "end": 161.46, "text": "整个过程无需人工干预", "tokens": [51401, 27662, 7549, 16866, 29649, 31364, 32535, 4035, 23323, 26111, 12501, 226, 51485], "temperature": 0, "avg_logprob": -0.13414942207982986, "compression_ratio": 1.2523364485981308, "no_speech_prob": 1.6761531398956642e-11}, {"id": 69, "seek": 13906, "start": 161.46, "end": 163.38, "text": "Codex 会自动根据任务需求", "tokens": [51485, 34, 1429, 87, 220, 12949, 9722, 34961, 31337, 26075, 106, 26443, 5087, 94, 32535, 32718, 51581], "temperature": 0, "avg_logprob": -0.13414942207982986, "compression_ratio": 1.2523364485981308, "no_speech_prob": 1.6761531398956642e-11}, {"id": 70, "seek": 13906, "start": 163.38, "end": 165.62, "text": "灵活调用视觉能力来完成识别", "tokens": [51581, 13290, 113, 25956, 8897, 225, 9254, 40656, 24447, 8225, 13486, 6912, 41509, 5233, 228, 18453, 51693], "temperature": 0, "avg_logprob": -0.13414942207982986, "compression_ratio": 1.2523364485981308, "no_speech_prob": 1.6761531398956642e-11}, {"id": 71, "seek": 16562, "start": 165.62, "end": 169.06, "text": "至此我们的 Codex 就已经全面接入 Deepseek V4 模型", "tokens": [50365, 20844, 17947, 15003, 1546, 15549, 87, 32609, 49161, 11319, 8833, 14468, 14028, 14895, 405, 916, 691, 19, 220, 41908, 39823, 50537], "temperature": 0, "avg_logprob": -0.1838072935740153, "compression_ratio": 0.8493150684931506, "no_speech_prob": 1.9677712584376117e-11}, {"id": 72, "seek": 16906, "start": 169.06, "end": 172.5, "text": "并且适配了新的视觉能力", "tokens": [50365, 3509, 114, 20334, 2215, 224, 38846, 2289, 12560, 1546, 40656, 24447, 8225, 13486, 50537], "temperature": 0, "avg_logprob": -0.13847926243599215, "compression_ratio": 1.2942942942942943, "no_speech_prob": 1.6251762088859145e-11}, {"id": 73, "seek": 16906, "start": 172.5, "end": 174.5, "text": "之后大家还可以借助 FF Codex 控制台", "tokens": [50537, 9574, 13547, 6868, 14852, 6723, 2122, 253, 37618, 479, 37, 15549, 87, 220, 48707, 25491, 15433, 50637], "temperature": 0, "avg_logprob": -0.13847926243599215, "compression_ratio": 1.2942942942942943, "no_speech_prob": 1.6251762088859145e-11}, {"id": 74, "seek": 16906, "start": 174.5, "end": 176.5, "text": "完成例如 Codex 一键更新", "tokens": [50637, 41509, 17797, 8238, 15549, 87, 26923, 23049, 106, 19002, 12560, 50737], "temperature": 0, "avg_logprob": -0.13847926243599215, "compression_ratio": 1.2942942942942943, "no_speech_prob": 1.6251762088859145e-11}, {"id": 75, "seek": 16906, "start": 176.5, "end": 178.5, "text": "其他各类模型的配置接入", "tokens": [50737, 9572, 5000, 17516, 22113, 119, 41908, 39823, 1546, 38846, 34719, 14468, 14028, 50837], "temperature": 0, "avg_logprob": -0.13847926243599215, "compression_ratio": 1.2942942942942943, "no_speech_prob": 1.6251762088859145e-11}, {"id": 76, "seek": 16906, "start": 178.5, "end": 180.5, "text": "创建或者删除隔离环境", "tokens": [50837, 2437, 249, 34157, 31148, 2437, 254, 32999, 165, 1206, 18614, 119, 8051, 107, 47885, 50937], "temperature": 0, "avg_logprob": -0.13847926243599215, "compression_ratio": 1.2942942942942943, "no_speech_prob": 1.6251762088859145e-11}, {"id": 77, "seek": 16906, "start": 180.5, "end": 181.94, "text": "拓展 MCP 服务", "tokens": [50937, 6852, 241, 43491, 8797, 47, 220, 27408, 5087, 94, 51009], "temperature": 0, "avg_logprob": -0.13847926243599215, "compression_ratio": 1.2942942942942943, "no_speech_prob": 1.6251762088859145e-11}, {"id": 78, "seek": 16906, "start": 181.94, "end": 183.38, "text": "系统功能诊断", "tokens": [51009, 25368, 10115, 253, 32311, 8225, 5233, 232, 4307, 255, 51081], "temperature": 0, "avg_logprob": -0.13847926243599215, "compression_ratio": 1.2942942942942943, "no_speech_prob": 1.6251762088859145e-11}, {"id": 79, "seek": 16906, "start": 183.38, "end": 186.5, "text": "环境备份与修复等各项使用功能", "tokens": [51081, 8051, 107, 47885, 1787, 229, 36266, 940, 236, 7792, 106, 1787, 235, 10187, 17516, 10178, 117, 22982, 9254, 32311, 8225, 51237], "temperature": 0, "avg_logprob": -0.13847926243599215, "compression_ratio": 1.2942942942942943, "no_speech_prob": 1.6251762088859145e-11}, {"id": 80, "seek": 16906, "start": 186.5, "end": 188.5, "text": "从此告别复杂配置文件修改", "tokens": [51237, 35630, 17947, 16846, 18453, 1787, 235, 4422, 224, 38846, 34719, 17174, 20485, 7792, 106, 34490, 51337], "temperature": 0, "avg_logprob": -0.13847926243599215, "compression_ratio": 1.2942942942942943, "no_speech_prob": 1.6251762088859145e-11}, {"id": 81, "seek": 16906, "start": 188.5, "end": 190.5, "text": "仅需点击即可全部完成", "tokens": [51337, 1550, 227, 32535, 12579, 6336, 119, 39127, 4429, 38714, 41509, 51437], "temperature": 0, "avg_logprob": -0.13847926243599215, "compression_ratio": 1.2942942942942943, "no_speech_prob": 1.6251762088859145e-11}, {"id": 82, "seek": 16906, "start": 190.5, "end": 192.58, "text": "好了本期视频到这就全部结束了", "tokens": [51437, 12621, 8802, 16786, 40656, 39752, 4511, 5562, 3111, 38714, 45641, 44320, 2289, 51541], "temperature": 0, "avg_logprob": -0.13847926243599215, "compression_ratio": 1.2942942942942943, "no_speech_prob": 1.6251762088859145e-11}, {"id": 83, "seek": 16906, "start": 192.58, "end": 194.26, "text": "感谢大家关注和三连支持", "tokens": [51541, 9709, 11340, 6868, 28053, 26432, 12565, 10960, 3316, 252, 35488, 51625], "temperature": 0, "avg_logprob": -0.13847926243599215, "compression_ratio": 1.2942942942942943, "no_speech_prob": 1.6251762088859145e-11}, {"id": 84, "seek": 16906, "start": 194.26, "end": 196.58, "text": "目前 FF Codex 控制台的完整原码", "tokens": [51625, 39004, 479, 37, 15549, 87, 220, 48707, 25491, 15433, 1546, 14128, 27662, 19683, 23230, 223, 51741], "temperature": 0, "avg_logprob": -0.13847926243599215, "compression_ratio": 1.2942942942942943, "no_speech_prob": 1.6251762088859145e-11}, {"id": 85, "seek": 19658, "start": 196.58, "end": 199.38000000000002, "text": "以及操作手册已经上线至复发 AI 社区", "tokens": [50365, 40282, 13167, 235, 11914, 11389, 5676, 234, 49161, 5708, 16853, 123, 20844, 1787, 235, 28926, 7318, 220, 27658, 9937, 118, 50505], "temperature": 0, "avg_logprob": -0.23591051968661222, "compression_ratio": 1.1116071428571428, "no_speech_prob": 1.7928943052414326e-11}, {"id": 86, "seek": 19658, "start": 199.38000000000002, "end": 201.38000000000002, "text": "大家刷码即可免费领取", "tokens": [50505, 6868, 2437, 115, 23230, 223, 39127, 4429, 2347, 235, 18464, 117, 12501, 228, 29436, 50605], "temperature": 0, "avg_logprob": -0.23591051968661222, "compression_ratio": 1.1116071428571428, "no_speech_prob": 1.7928943052414326e-11}, {"id": 87, "seek": 19658, "start": 201.38000000000002, "end": 203.3, "text": "226 大幕式 Agent 技术发展石头", "tokens": [50605, 7490, 21, 28589, 40211, 27584, 27174, 220, 32502, 1474, 107, 28926, 43491, 36783, 39862, 50701], "temperature": 0, "avg_logprob": -0.23591051968661222, "compression_ratio": 1.1116071428571428, "no_speech_prob": 1.7928943052414326e-11}, {"id": 88, "seek": 19658, "start": 203.3, "end": 203.98000000000002, "text": "异常聚模", "tokens": [50701, 5702, 224, 11279, 8171, 248, 41908, 50735], "temperature": 0, "avg_logprob": -0.23591051968661222, "compression_ratio": 1.1116071428571428, "no_speech_prob": 1.7928943052414326e-11}, {"id": 89, "seek": 19658, "start": 203.98000000000002, "end": 206.98000000000002, "text": "我也将持续为大家提供最前沿实用的技术教学", "tokens": [50735, 27761, 45456, 17694, 10115, 255, 13992, 6868, 20949, 3254, 249, 8661, 8945, 3308, 123, 24726, 9254, 1546, 32502, 1474, 107, 21936, 29618, 50885], "temperature": 0, "avg_logprob": -0.23591051968661222, "compression_ratio": 1.1116071428571428, "no_speech_prob": 1.7928943052414326e-11}, {"id": 90, "seek": 19658, "start": 206.98000000000002, "end": 208.5, "text": "感谢大家的关注和三连支持", "tokens": [50885, 9709, 11340, 6868, 1546, 28053, 26432, 12565, 10960, 3316, 252, 35488, 50961], "temperature": 0, "avg_logprob": -0.23591051968661222, "compression_ratio": 1.1116071428571428, "no_speech_prob": 1.7928943052414326e-11}, {"id": 91, 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