{
  "text": "AI Aging 教學應用\n今天來講一下\nSpark加GIS\n我把這個稱為是\n教學神搭配\n最近Spark讓這個\nPro的使用者可以使用\n那我大概試一下\n它本質上就是一個\n串接 Google 生態系\n雲端 Aging\n那如果有看過我\n頻道系列直播\n或是教學影片的\n都會知道我們的agent都是在我們電腦上面工作\n所以呢都是在本地的電腦工作\n那Spark的話他的定位就是在雲端\nGoogle生態系工作的agent\n所以我們今天就來稍微試一下他的功能\n那詳細的應用的話之後有機會再跟大家說\n那今天的話最主要就是跟大家簡單的嘗試一下Google Spark\n那Google Spark是什麼呢\n我先來簡單的介紹一下\n你開啟你的 Gemini\n很久沒有開 Gemini 了對不對\n開啟你的 Gemini 在這個左邊的地方\n我要先說你必須要是 Pro 的帳號\n所以如果你不是 Pro 帳號的話\n你是沒辦法使用這個功能\n所以在左邊的地方開啟側邊欄\n大家有看到這邊你的 Gemini\n可以切換到 Spark\n那目前的話是 Beta 版本\n也就是說它現在是實驗室的性質\n就我這幾天在試用跟觀察\n每天都加一點新功能\n每天都不一樣\n所以今天的功能\n你們吸收一下觀念好了\n因為也許日後會隨著時間不斷的改版\n那也有可能太少人用\n或是拼不過其他agent\n自然而然就下架了也說不一定\n所以且看且珍惜啦\n好 Google Spark\n那在用之前先確定一下你是 Pro 的使用者才使用\n好我們切換到 Google Spark\n到 Spark 之後啊\n我們在這個\n我們的帳戶裡面\n你必須要先去做設定\n設定什麼呢?你要先連線 Google 生態系\n所以我們在這個地方你要先做設定\n在這裡\n所以左下角的地方有個設定點他\n好所以應該是\n個人化智慧服務\n好 個人化智慧服務的話\n這裡你必須要去做連結的應用程式\n所以要允許Gemini\n就是Spark\nGemini跟Spark他們約定上也是一對兄弟\n你要透過這個Gemini\n或Spark來去連結應用程式\n這個應用程式就是你Google家的\n大部分都是Google家的應用程式\n所以你在用之前\n你得要先確保一件事情\n就是你的雲端的這些資料\n幾乎等同沒有隱私\n所以如果你願意接受這件事情的話\n你就把它開啟\n但是有的人你的帳號\n或是你的隱私資料非常多\n那也許你就不太適合這個功能\n所以在開之前\n你先確保這件事情\n好 我們點它\n所以你要把這個開啟\n你才要把他串聯我們的生態系\n像在這裡\n所以大部分都能夠串\n像尤其是比較難的Gmail跟行事例\n這兩個是比較難串的\n那以前我們在使用別的agent\n像Cloud Code 或者是 Chagpd 的 Codex\n或是 Open Code\n你要去串Gmail跟 Calendar\n是比較麻煩的\n那我覺得Spark最大的優點\n它可以輕易的串接你的Google生態\n來去做自動化\n我覺得這是它最大的優點\n那當然雲端硬碟這部分也一定要串\n是因為它可以處理你雲端硬碟裡面的檔案\n所以這個你都要開\n你都要開\n所以你必須要先把這個把它開起來\n你才能夠順暢的使用 Spark\n好\n所以下面的話\n這個我不確定了\n那看你要不要開\n等一下我應該是用不到這些功能\n好不好\n我開一下我把它開啟好了\n所以也是一樣 YouTube\nYouTube 連結\nMusic開了\n搜尋服務\n好一樣把它開啟\n連結\n商家服務的話就先不要開\n來下面的話其他像Github\n然後像聯絡人我沒有開\n再來這個Spark適用的應用程式\n我覺得它還沒有寫好\n它不像是我們在Cloud或是Codex裡面\n只可以順利的去連線外部程式\n我覺得它還沒有寫好\n那我也不確定說這部分它要怎麼去連線\n所以今天暫時先不示範這個功能\n因為我覺得它還沒有準備好\n所以我也不是很清楚要怎麼去接\n好 所以其他部分付費內容\n我們今天先不要動它\n好 先這樣\n來這地方你要先開啟\n那開啟你就等同沒有隱私\n所以Spark可以去讀你這裡面的所有的資料\n好不好 所以\n好 如果你想要跟著操作Spark\n就可以去做這個設定\n好 這個部分沒有問題的\n請在聊天室幫我打一個1\n好 凱西老師\n今天今天的直播是可以互動的是沒有問題\n是下禮拜的不行\n對下禮拜不行\n好\n所以這裡要先開啟\n才可以發揮Spark的這個完整功能\n好開完之後啊\n我們還要再做一個設定\n你要方便的話\n你必須要先去裝\n我們Google雲端\n雲端的\n這個應用程式\n所以你要去裝雲端應用程式\n比較方便然後比較方便\n所以你這邊要搜尋\nGoogle雲端硬碟應用程式\n好你要去下載這個\n雲端硬碟電腦版\n如果你想要發揮Spark最大功能的話\n我建議你去下載雲端硬碟\n為什麼呢\n因為我們在取用它檔案的時候\n好感謝CFu\n感謝CFu\n我們在取用雲端硬碟的檔案的時候啊\n我們可以直接在雲端硬碟是沒有問題的\n那實際上Spark比較好的用法是\n它應該要跟你的其他AGE去做連\n會比較好\n所以你裝了這個雲端硬碟的電腦版\n會讓你比較方便\n所以我會建議你在使用Spark的時候\n還是要裝雲端硬碟電腦版\n裝好之後登入你的帳號\n你的電腦裡面就會多一個雲端硬碟\n像這個樣子\n所以它就會是一個實體的硬碟\n然後你可以在這個地方直接點選\n進去你的雲端硬碟\n那在Spark裡面\n你沒裝這個程式也是可以使用的\n沒有一定要裝\n那你沒裝也可以使用\n那裝的比較方便\n我建議你裝\n好 裝好之後請幫我先做一個\n簡單的起手式\n我們點進來之後\n在我的雲端硬碟裡面\n然後我們去新建一個資料夾\n好 這資料夾的話\n我們把它稱作是\n這個2026 SPARK\n在這裡\n先建一個資料夾\n為什麼呢\n因為你的SPARK\n可以完全的在\n這個雲端硬碟裡面\n處理檔案\n是沒有問題\n那我們裝入雲端硬碟的應用程式\n你可以方便的\n讓你的其他agent\n也來這邊處理\n所以也就是說\n你的Spark可以跟你的Agen去聯手\n去聯手做各自擅長的\nSpark連線Google生態系\n它處理完的檔案\n一樣會在這個地方\n那我們請其他Agen\n比如說Cloud Code\n或者是我們Codex\n一樣也在這邊處理\n我們雲端應點檔案\n所以你就可以把你的Agen\n跟Google生態系去做一個連線\n我覺得是相當方便的\n所以也建議你這麼做\n好 我們做一個2026 Spark的資料夾\n這資料夾呢\n它會知道資料夾的名稱\n所以你要很明確的知道\n那我們等一下操作的時候\n我們都讓我們的Spark\n資料都存在這個\n2026 Spark 的資料夾裡面來\n是可以做到的\n好\n所以呢\n我們做好之後\n接下來\n我們開啟我們的\nGemini\n然後\n開到我們的Spark\nSpark的話\n在這裡的話會有多種的\n模式\n那我先說一下喔\n你開到Spark之後啊\n工作的話就是每一個 session 每一個對話\n一個對話就是一個工作\n他沒有專案 他目前還沒有專案\n一個對話一個對話 一個對話就是\n所以想當然 他沒有辦法做很複雜的工作\n他最大的優點就是可以串聯 Google 生態\n但他沒辦法做很複雜的工作\n我老實說你要做很複雜的工作\n目前市面上主流的 agent 像 Cloud Code 或者是 Codex\n還是比較好的選擇\n那他最大的優勢是 Google 生態系 好不好\n所以這邊的話你可以選一個工作點它\n好那它就會進入到一個新的對話來\n就這樣子\n再來排程\nSpark的優點就是排程\n排程\n排程意思是說\n它可以固定時間去做事\n它可以固定時間串聯生態系\n所以這個排程是它很重要的工作\n再來技能\n技能的話我現在目前沒有任何的技能\n但技能的概念是這樣的\n它跟Jen是兄弟\n這邊的Spark的技能跟Google Jam\nGoogle Jam的話我們會用\n我們就是讓它用對話的方式\n去按照我們給的提示詞\n做固定的工作\n就是JAM\n那技能的話呢\n是在Spark裡面\n一樣按照我們安排的流程\n固定去做排程\n還有處理檔案的工作\n所以你發現他們兩個的工作不太一樣\nJen那邊是做聊天機器人的工作\nSpark這邊是做排程還有處理檔案的工作\n他們兩個互相互補\n然後互相沒有重合\n所以大家各自做各自的工作\n那像Germyni跟Spark\n他們兩兄弟\n我現在把它稱呼做是兩兄弟\n是因為他們兩兄弟做的事情\n剛好互補\n剛好互補\n所以有些事情在Spark不能做\n有些事情在Germyni能做\n那有些事情在German9不能做\n有些事情在Spark能做\n所以這兩個是互補\n那Spark比較像是\n他擅長的是處理檔案\n處理檔案\n然後串聯Google生態系的工具\n跟排程\n輪巡\n做定時查詢處理檔案的事情\n他當然也可以回答問題\n但這不是他最主要的工作\n好\n所以我們在使用的時候\n就是German9跟Spark\n他們兩個負責的功能是不太一樣的\n不太一樣的\n當然你也可以把它當成是純聊天機器人是沒有問題\n來連結用程式的話\n現在暫時只能夠順暢的連結Google生態系\n那至於其他家的\n我覺得他現在還在還在建構當中啦\n還不夠成熟啦\n所以我們就先暫時跳過\n好左邊的部分來這樣子\nOK的請選個2\n那我們就先從工作開始\n然後現在就一個工作\n來現在的話很簡單\n它是可以在你的雲端硬碟裡面去讀取檔案的\n例如幫我讀取雲端硬碟裡面的資料夾\n2026 Spark裡面有哪一些檔案\n幫我做一下簡單的總結\n好 所以資料夾的話名字盡量給準確一點\n好像這樣\n所以它就會在這個對話裡面去建一個任務\n所以你看喔\n它就開始去連線雲端硬碟\n你有看到嗎\n它可以讀取你雲端硬點任何資料\n你只要給它準確的檔案名稱或資料夾\n它就能夠讀得到是沒有問題\n再來Google生態系的話\n它就是對應到我們的三件套\n例如Document\n例如Google Sheet\n例如Google Slide\n它是可以生成原生的Google的這三件套的檔案內容\n所以你要它生成Word檔\n我目前實測是不行的\n是不行的\n它就是生成Document\n好 所以你看喔\n在這個2026 Spark裡面\n它就是去幫我做什麼事情\n去讀裡面所有的內容\n你有看到嗎\n好 它是可以讀到裡面內容的\n那我開給大家看\n我2026 Spark裡面\n真的就是有這些內容\n大家看一下\n我裡面是有內容的\n是我拍攝影的指令碼\n我做的功課在裡面\n所以它能夠讀到這個內容\n大家有看到嗎\n所以它是可以讀到\n我們資料夾裡面的內容\n好 它當然也可以整理檔案\n所以整理檔案的話 我們來看一下\n請幫我整理這個資料夾的檔案\n你先列出來你的整理計畫\n它是可以搬動檔案的喔\n所以它是可以整理你的雲端硬碟\n但整理之前你先三思啦\n你的三思啦\n就是有些太重要的資料 我不太敢加動\n是因為我雲端硬碟裡面也是很多專案的資料\n所以我不太敢加動\n但它是可以去整理你的檔案的\n好 所以你看\nOK OK 好你看\n好 你有看到嗎\n它可以幫我做這些事情\n好 方案A還是方案B呢\n方案B好了\n做完之後回報你移動的結果\n好 所以你看喔\n它是可以去移動\n移動 移至這個pretest\n移至RDQ\n好 所以他是針對這個資料夾來去做證\n好 所以你看喔 你有看到嗎\n他去做了這些事情\nOK 好 我們來看一下\n喔 你看 有看到嗎\n我的檔案被移動了 你有看到嗎\n他是可以動你的檔案喔 大家有看到嗎\n好 這個部分沒有問題 幫我打一個\n他可以讀取你的檔案\n他可以去移動你的檔案\n當然他也可以刪除你的\n所以呢 你把這個雲端硬碟的應用程式裝起來\n你會比較容易去看跟判斷要怎麼做\n所以我會建議你們雲端硬碟應用程式\n所以他是可以整理雲端硬碟的檔案\n好那這邊有人怕Google的資安\n確實啦我也是有點害怕\n因為Google給人家有一點點不可靠的感覺\n所以我也是怕怕的\n好那這個雲端硬碟檔案的部分就先這樣\n那我們接下來再看另外一個\n所以接下來你就是可以再開另外一個\n這邊有沒有一個工作\n切一個新的工作\n那切新的工作的話\n你只要在這邊跟他講就好了\n所以對話就是一個對話\n就是一個工作\n你要換新的工作\n你就說一個新對話\n好\n來\n他是可以上網搜尋\n幫我上網搜尋\n目前Google裡面的Spark\n最新的資訊\n還有最新的功能\n包含有中等教育\n或是在教育現場\n有老師拿Spark\n做教學運用的相關資料\n如果沒有的話\n你也根據你找到的資料\n幫我去思考一下\n如何應用在中等教育\n或者是在我們臺灣的教學現場\n可以怎麼去應用\n將你找到的資料\n或是你生成的資料\n存在2026 Spark資料夾裡面\n另外新增一個資料夾\n叫做Spark教學應用\n將資料存在這個資料夾裡面\n資料的話必須要有三種型別\n第一種型別是Google Document的檔案資料\n第二種型別是我們的Google Slide\n你根據搜尋到的資料\n幫我做成一份Google Slide的簡報\n第三種型別是Google Sheet試算表\n你將搜尋到的資料分類\n按照你認為的專案做分類\n存到試算表裡面\n未來我要拿這份試算表去做別的應用\n好 所以它既然是aging的話\n你也可以把它拿來做很多個步驟的工作\n所以我請它先上網搜尋\n然後叫它存在\n2026 Spark\n這個資料夾裡面\n然後另外新增一個\n名為Spark教學應用的\n紙資料夾\n好 有一個Google Document\nGoogle Slides\nGoogle試算表\n好 提交\n所以他就會新開一個對話去做這件事\n所以你看他是可以上網搜尋\n大家有看到嗎\n他就開始去找\n有點像是Deep Research\n但是沒有Deep Research那麼詳細\n就是一般我們的Google Search\n他要去找一些相關的資料\n好 那你如果要使用Deep Research的話\n可能要去Gemini那邊使用\n所以這個地方的話\n上次我有試過\n就是 Deep Research 的話\n我有跟他講說用 Deep Research 但他找到資料\n沒有在 Gemini 那邊的 Deep Research 那麼的詳細\n所以我覺得可能有刻意的去做一個分流\n就是你要 Deep Research 還是要回到 Gemini 的使用\n但是一般的上網搜尋是沒有問題\n他可以上網去搜尋資料\n好 所以他也去\n所以你會看到他一個多步驟的 Aging 的應用\n他並不是像我們的 Gemini\n你講了一句話他只會做一件事\n那你看喔 這邊的話我是可以再跟他對話的\n好 但是因為我沒有事情可以做了\n就像 OK 好\n所以我們讓他上網搜尋\n然後去找資料\n看一下喔 這邊網頁\n好 我使用的語音輸入是Tabless\n那Alan老師你就自己去Google搜尋一下Tabless語音輸入的工具名字\n那就會有相關的資訊\n你在自行斟酌\n所以到目前為止\n你覺得SPARK好用嗎?\n你覺得SPARK目前為止\nSo far so good\n目前為止還不錯的\n幫我打一個6好不好\nAlan老師免費版可以用\n那所有的工具當然免費付費\n就是免費的話\n都是給一個一定量的額度啦\n然後你用到差不多之後\n額度用完可能就需要付\n那目前的話\n免費版本我覺得還蠻夠用的\n陳佩豪 陳佩豪9986老師\n應該說大部分 Antigrity 能做的事應該都可以cover掉這個Spark\n那Spark的話 優點是他串生態系這件事很容易\n可是你在 Antigrity 要串生態系比較麻煩一點\n例如你在 Antigrity 要串Gmail跟 Calendar 有點麻煩\n有點麻煩\n那Spark的話再串就很容易\n那再來就是排程跟輪巡\n在Spark裡面是它的優勢\n所以我不敢說完全取代\n但是應該說他們的功能不一樣\n功能不一樣 但它擅長的\n所以Antiquity就是本地的A群\n那Spark是雲端的A群\n雲端A群的話當然它擅長\n所以呢 你把電腦關上之後\nSpark仍然可以去工作\n因為它是雲端的\n它仍然在工作\n可是 Antiquity 不行\n你把電腦關掉它是不能\n所以我不能夠說完全取代\n應該說每個工具都有每個工具它擅長\nSpark 擅長的就是\n排程 輪詢\n然後雲端 串流\n串接 Google 生態系\n這它的優點\n那它當然跟我們的其他的主流 Aging 比起來\n很多事情是做不到的\n所以比如說它觸碰不到你的本地的電腦的檔案\n再來Office的三件套\n他也不太行\n所以他也不能處理像Word Excel PowerPoint\n他能讀\n但是他不太能改跟生成\n所以每個工具擅長\n我認為Spark的價值\n在於說他能夠串流Google生態系工具\n他能夠在雲端\n你不用開電腦他也能工作\n再來排程輪詢\n這東西是他的優勢\n那我覺得我們就善用它的優勢就好了\n那其他事情\n我們不要妄想\n用Spark來去取代Cloud Code\n或者是Codex\n或是Antigrating\n那是不\n所以我們就是\n發揮工具的優點\n每個工具的每個工具有優點\n所以我一開頭就說了\n應該是搭配\n那個Agin\nSpark搭配Agin是最佳組\n好所以你看他還正在做投影片\n那我們就拉跑\n我們先往下\n好 來 再往下的時候\n因為我今天我要搭配的是\n呃...GAS\n那GAS的話 你用 Gemini來寫\n沒有問題\n那Spark不行\nSpark不能寫GAS\n就是真是很現實\nSpark不能夠寫\n它能夠寫程式 但是你也自己貼\n你也自己\nSpark也不能連 Notebook Ender\n所以很多事情就是\n不是大家想的那麼的美好\nSpark 串接 Google 生態 西式\n我們的 Work Specs\n可是Notebook M的話是 Google的工具沒有錯\n可是他不能夠算在他能串接的 Google 身材\n所以你要串你的Spark要串Notebook M的話\n現在是不一樣的\n那我不確定以後行不行\n但現在是不一樣的\n好 所以你有Spark代表你有Google Pro訂閱嘛\n所以我今天我就是拿 Antigrity 2來當做示範\n你拿Codex 拿Cloud Code 拿Open Code 都是可以的\n那我今天只是拿 Antigrity來做示範\n是因為有Spark的老師\n你一定都有Google Pro的訂閱\n那就將就點用啦\n幫我去找我的GitHub repo裡面有關於CLSP\n找到之後給我網址\n好 我這裡的話 我先新增一個專案\n專案的話 我們把它加到我們的2026 Spark裡面\n好 OK 好 有\n所以是這個 repo\n那如果你要\n你要能夠\n很好的去\n使用Spark的話\n我個人建議就是搭配\n應該是目前比較有效率\n就是對老師們比較有效\n因為老師們你們常常使用GIS\n然後你們是會收到資料\n收到資料會存到Google Sheet上面去\n那你的Spark是可以讀得到Google Sheet\n所以我現在教大家\n你要先去連線你的GIS\n利用你的Agent連線GIS\n所以這邊的做法是\n你有什麼agent都可以\n我們希望能夠少貼程式嘛\n所以呢我給大家這個report\n這個report也會放在影片的說明欄\n好我們將這個report的網址給他\n你們在操作的時候網址給他\n然後貼到你的agent裡面\n跟他講按照這個report的說明\n幫我連線我的GAS\n好然後提交\n所以你在你的agent裡面要先去做這件事\n那它會教你怎麼樣連線你的GIS\n我們透過CLASP這個工具來去連線你的CS\n你今天拿任何的Agent都能夠\n你用Codex也可以\n那我們連完之後啊\n我們就可以不用貼程式碼去你的GIS\n它會幫你貼好\n我們只要授權\n所以在跟Spark做搭配的時候\n我們使用GIS做搭配\n會是一個比較好的\n好所以這個地方\n請大家根據我提供的report\n來去連線你GIS\n那我可能已經連線過了啦\n但是我還是\n那中間會有個地方\n他會要你去開啟一個\nOK好來你看他會\n他會會去教你\n那可能會需要登入你的帳號\n你就登入\n應該會開一個OS\n開一個瀏覽器視窗\n來讓你登入你的帳號\n登入好之後啊\n他會要你去介面\n所以你就點他\n他會教你這個介面\n然後確認頁面上的\nGS API開關已開啟\n所以你點它之後啊\n你點這個這個連結之後啊\n它會在你的瀏覽器開這個\n好開的施放出來之後\n就會\n就會在這個地方\n有一個Google App Script\n然後你在這邊把它開啟\n應該是在這個\n因為有一個開關在這裡\n那我已經開了啦\n我已經開了\n如果你是沒有開過的夥伴的話\n讓它變成開啟了\n好開啟之後呢\n這個可以關掉了\n好 所以開啟之後\n你就跟他講說我已經開啟\n那接下來呢 我們要做的事情就是寫程式\n那寫程式的話 你一定要有關鍵字就是要去做什麼\n我們最重要是要連線我們的試算表\n我們的Google Sheet 為什麼呢\n因為我們的Spark可以讀到Google Sheet\n那我們在做GIS程式的時候\n我們是會寫學生作答的資料是會存到試算表\n然後Spark可以讀試算表\n這樣大家知道了嗎?\n就是這樣子用\n那自己怎麼用?就看是做什麼\n好,那等一下會做一下簡單的試算\n來這裡的話,我等一下建一個試算表\n讓大家去輸入你的名字\n那名字的話請大家用意\n然後跟輸入今天Spark這個觀看直播的心得\n好不好\n那我等一下會請Spark去把所有人的回應\n然後做一個擷取\n好,所以呢,我就這邊跟大家講\n幫我寫一個GS的程式\n它要去連結我的Google Sheet試算表\n這個程式的功能是可以讓使用者\n在這個網頁裡面去輸入它的名字\n以及心得文字的欄位\n將這些資料儲存到我的試算表\n好,很簡單\n所以這邊的話\n因為我已經使用了這個COSP\n所以你在AGE裡面\n你只要跟他講說我要寫GS4\n他就會幫你寫\n好 提交\n好 這個部分的話就讓他去處理\n好 送出\n那我們回去看一下SPARK\nOK SPARK已經做了\n所以你看看嗎\n他已經做到這個地方\n在這個2026 SPARK資料夾裡面的\n紙資料夾SPARK教學\n好 所以他做完了\n可以開啟\n直接開資料夾\n好 看起來他應該是\n新建了一個資料夾\n叫SPARK ONE\n對 在這裡\n你看就是不那麼可靠\n來在這邊\n大家看到嗎\n點它\n這時候會有三件套\n大家看到嗎\nGoogle Document\nGoogle Slide\nGoogle Sheet\n所以我們先看一下\nGoogle Document\nGoogle Document的話當然就是Google檔案嘛\n所以它就會在你的Google檔案裡面\n就會有這樣的一份\n看到嗎\n所以找到了資料\n幫我整理\n然後再來\nGoogle Slide\n好這是它直接幫我做成投影片\n大家看到嗎\n會用Google Slide來開\n那當然如果你有這個\n訂閱Pro方案的話是可以\n是可以有一些特殊功能的\n給大家看一下\n好這樣的簡報就是傳統的\n這個Google Slide\n還不錯耶 我覺得還不錯\n呵呵\n我覺得做的簡報還不錯\n還可以啊\n還不錯耶\n連圖片都幫我找了\n這應該是AI生成的\n好你覺得這個簡報OK的\n幫我打一個\n我覺得簡報可以耶\n然後再來我們的Google Sheet\n所以得到一個四傳表\n那幫我存成一個四傳表\n所以每個四傳表會有一個資料\n所以四傳表幫我完成啊\n全部在這邊\n沒有問題啊\n好來再來\n串接Google生態系是這樣的\n就是\n它可以去連線什麼呢\n我們一樣開一個\n幫我查一下\n9月\n整個9月前兩週的行事例\n幫我列出來\n好像這樣\n所以它當然是可以去\n碰到你的行事例\n你不用做任何的設定\n你只要在我們這個這個\n左下角的設定的地方\n你只要連線你Google生態系的內容\n你就可以去\n就可以直接加上去\n那查得到calendar\n當然你的Google雲端\n你的資料也是都可以\n你可以直接加上去找某個資料\n是沒有問題\n你也可以加上去找Gmail\nGmail的資訊\n好\n那你可以做這件事情\n之後\n可以怎麼應用呢\n當然最重要就是排程\n好排程的話是這樣的\n就是你可以在那邊直接跟他說排程\n比如說來自我2026年9月的\n格數錄影\n9月1號然後9月3號\n9月5號\n9月6號\n然後這個是9月7號到9月14號\n所以你看他可以直接去讀我的信\n你也可以在那邊去新增行事是沒有問題的\n好\n所以讀mail也是沒有問題的\n那所以呢我們就可以怎麼樣\n排程\n排程的話來你看\n你有看到嗎\n我已經有做一個排程\n這排程怎麼樣\n你可以Gamina建立\n也可以手動建立\n那他這German來的建立實際上是Spark建立啦\n你就在Spark裡面跟他講說\n幫我排每天早上7點的時候\n來你看看\n好每天早上7點的時候去做\n那我真的每天早上7點我就會收到這個通知\n通知的話它直接\n它是可以有很多個通知\n比如說它可以直接在你的手機的Spark\nGerman裡面直接通知\n它就會你手機就會跳一個通知\n這個通知就是來自於German來的\n那你也可以叫他發一個mail給你通知\n你也可以叫他發一個行事曆的提醒的通知都可以\n你要怎麼通知都可以\n你只要是你Google生態系統都沒有問題\n所以理論上來講就是你可以輕易的去看到這些內容\n那點開來就會有我這個今天的行事曆跟未來三天四天的行事\n以及我截至早上七點的Gmail最新收到的\n那Gmail的話我把它分成三類啦\n第一個是緊急必須回覆的\n然後跟不緊急需要關注的\n跟不需要理會的垃圾心\n所以他真的每一天早上都會記\n那你看喔\n在spark裡面\n你可以輕鬆的做到這件事\n你不用\n你不用\n就是去串什麼東西\n因為他本身就是一個\nGoogle生態系的一個工具\n所以他自然而然就能夠串到你\n那你可以做排\n好你還可以怎麼排成呢\n你還可以這樣子\n我現在示範一次\n好 所以你可以這樣排程\n好 一樣 在每天晚上10點的時候\n幫我上網搜尋今天關於AI Aging的新聞\n最新的五則新聞 並且總結給我\n發一個通知 用Gemini的對話通知\n來去提醒我 好像這樣\n好 所以他就會幫你去確定這個排程\n看到嗎 所以每天晚上10點的時候\n他就會做這些事\n各位老師這個排程沒有限定\n只能夠上或是Gmail\n它可以是整理硬碟\n讀取硬碟的資料完全是沒有問題\n所以不一定是隻有這樣\n你只要是Google生態系\n它都能夠做排程\n所以它最大的價值是在於說\n你可以把這些Google生態系\n要做的事情全部做排程\n所以每一天它會自動在固定的\n做完交代的事\nOK嗎\n好\n所以現在已經排了\n這個東西\n這個東西\n好\n就這樣\n那我們來看一下排程式\n好 兩件事情看到嗎?\n會整每日AGE\n好 所以排程的部分沒有問題的\n幫我打一個8\n那接下來因為直播時間的關係\n今天我只是示範到\n其他的應用\n我們之後有機會再說\n好 我們現在回過頭來\n來去看我們的 Antigrate\n喔 已經做好了\n做好了\n好 所以呢 我來看一下\n所以我們應該要去部署\n部署 他做好之後\n會要去\n所以部署的話會在這個地方\n他給你網\n它就會切到我們的部署的網頁裡面\n新的 OK\n好\n所以要授權\n授權\n繼續\n授權\n結果Type Error\n這給我出包啊\n這個\n這麼的\n這麼的不可靠的Antiquity\n然後試算表\n剛剛授權之後\n跳出錯誤訊息\n你改好之後\n給我部署的網址\n讓我點選能夠去部署這個網址\n所以\n我通常用Codex或是Cloud Code\n幾乎不會失敗\n哈哈哈哈\n結果用A\n第一次試就給我失敗\n我很無言\n所以Google最近有點不得人疼啦\n就是你以穩定度來說的話\n我覺得就是輸另外兩家龍頭啦\n目前主力還是Cloud Code跟Codex\n我覺得是靠大家說是吧\n那我剛剛就是去授權嘛\n那除了授權以外還要部署\n那我們在做這些事\n授權跟部署是一定要做的事情\n是因為Google家本來\n他們的安全性的打官會比較嚴格\n所以就算你用了Agent\n你要去做GAS的程式\n你還是得要授權跟部署\n所以這些事情你沒辦法避免\n但是我們用 CLASP 來去做GS的程式\n你可以少一個複製貼上\n複製貼上這個試算表\n程式的步驟\n那優勢就是在你在改程式的時候\n你就不用重複的複製\n因為以前我們在Gamman裡面做的時候\n最煩的就是我們每次改程式都要不斷的複製貼上\n不斷複製貼上\n好這邊Marco的話用Hermes是很好的\nHermes\n所以完全沒有問題\n那就是Antigravity不太可靠\n我們稍等他一下\n那麼先回過頭\nSpark\nSpark的部分\n好像也沒有什麼\n我很少用Antigravity啦\n因為\n怎麼說呢\n我優先還是Cloud\n然後再來Codex\n通常大部分事情\n開到這邊就會做完了\n不太會用到Antigravity\n所以我應該是那個\n我還是會繼續訂閱它啦\n因為難保說它會有一個新功能\n比如像Spark\n如果沒有訂閱的話\n我就用不到Spark\n呵呵呵\n我覺得它還算好用啦\nSpark還算好用\n堪用堪用\n這邊沒有在\nGoogle的話\n我覺得他們有遇到困難\n是有遇到困難\n因為世界變化太快了\n就是你擁有很厚的資源\n然後很很很強的資源\n然後很硬的這個生態系\n可是你知道嗎\n數位就是這樣\n你幾個月\n幾個月沒有跟上\n影響就很\n之前像Nokia要打\n一下就打\n所以就是\n我覺得大公司也是要想像\n有時候你這個沒跟上\n你真的幾個月就沒\n真的是蠻可怕的事\n我沒有不用LUNA\n我都有用\n我今天是特別用Antigratis\n我平常主力是Cloud Code的Codex\nCodex的話因為我是100美金\n所以我用LUNA的話會用不完\n所以我還是會開Soul出來\n那但是我去教學的時候\n我都會教大家用LUNA\nOK好來\n所以這邊有一個\n你要跟他講說\n修復完之後你要跟他講說要去讓我開\n我的這個App Script\n讓我去做部署\n所以他這邊就會\n這個大家不用擔心我不是不會\n我是貼心的就是試給大家看\n就是用這個比較冷門的AI怎麼做\n用Codex一定會成功啦\n大家不用擔心\n好所以你看這邊的話\ncode.gs跟index.html\n他就會幫你貼好\n所以你就不用花時間去貼上\n改程式的時候超級粉\n所以我建議大家\n在你的agent裡面把CLSP裝起來\n你就不用複製貼上程式\n好那這裡的話\n我們儲存完之後啊\n選部署\n然後新增部署作業\n第一次的話也是要新增\n然後誰可以\n好然後這邊應該是網頁用程式\n好沒問題\n部署\n我已經部署完成了\n然後將網址複製\n可以用嗎\n欸可以耶\n好來請大家幫我填喔\n來幫我填一下齁\n大家隨便填填就好了\n不用\n那名字的話不要填你的\n今天的Spark教學真的是太讚了\n又能夠帶到結合A君\n然後又能夠把Spark教學說明得很清楚\n受益良多\n像這樣\n那就寫上你的名字\n然後跟今天我們直播的\n然後接下來送出新的\n那Google Sheet啊\nGoogle Sheet的缺點是太多人送了\n說會屌咧\n會屌咧\n這是它的缺點\n就是太多人的時候不行\n所以我們這邊會有一個\n使用者心得收集\n好\n我的雲端點\n使用者心得表彈\n所以大家是不是\n收集的這個東西在這邊\n有沒有看到\n有沒有看到\n可以嗎\n所以大家東西是不是都連到這邊來了\n對吧\n然後我就可以怎麼樣你知道嗎\n我是有了這個Google sheet的名字\n對不對\n可以齁\n那我就可以怎麼樣呢\n我可以怎麼樣呢\n我是可以回到我的Spark\n對吧\n然後在這個地方\n在我的雲端硬碟裡面有一個表單的名字\n是上面這個表單\n你幫我找一下這個表單\nGoogle Sheet的副檔名是\n沒有顯示副檔名\n好啦 沒關係啦\n所以有一個使用者心得\nOK 收集表單\n你看找到了對不對\n那接下來可以做什麼事你知道嗎\n可以吼 大家知道了吼\n你幫我說明一下\n你的輪巡是什麼樣一個功能要如何使用\n輪巡\n好,排程跟輪詢功能是這樣\n特定時間,固定的時間週期,滿足特定條件\n好,所以你可以問他\n你可以每隔30秒\n幫我輪詢一下這個試算表裡面的資料\n然後根據使用者回饋\n然後幫我做簡單的感謝的回覆\n填在下一個表單的欄位\n你可以做到嗎?\n所以我們讓他試試看說\n每小時一次\n所以是沒有辦法30秒\n所以現在大家知道了嘛\n那你就可以叫他每個小時去做嘛\n所以如果今天你派了一個GS的作業\n你可以設定你要回覆的內容\n設定要回覆的內容\n然後回在表單上面或是回在什麼地方是可以的\n所以他可以去讀這個內容\n表單提交的時候自動觸發\n所以他會編寫一個完整的程式碼\n然後就可以運作\n感覺可以耶\n好 那我今天就不示範了\n幫我讀取這個試算表的資料\n在每一個使用者回覆的後面\n幫我新增\n根據使用者回覆的感謝回覆詞\n所以你可以根據這個\n我們試算表的資料\n然後來去做每個小時的輪詢\n所以這個結合的話就是\n學生繳的資料\n你可以讓他每個小時每個小時去看去讀\n是沒有問題的\n那比如說有些資料是你每個禮拜要做一次的\n例如學生做什麼事情\n或是這個表單的資料是你輸入的\n例如學生的這個每個禮拜的這個輔導記錄\n好那你自己可能寫一個GAS去做記錄\n那你可以設定一個時間\n比如說每天去做一個什麼整理\n將這整理的答案放到哪邊去\n或是放在這個試算表的後面之類的\n那至於怎麼應用\n它就是串接你Google生態系\nOK好\n我們就讓它去做這件事\n那你看哦\n我現在是不是讓大家去輸入\n透過我的雲端的這個網頁\n然後連線到我的四算表\n然後我再用Spark固定的時間\n然後去做擷取資料\n做不管是做回覆還是做產出\n做整理都是沒有問題\nOK好\n所以總共15筆\n那我就會過頭去看一下我的\nOK好來\n大家有看到嗎?\n登登\n好聊天室刷一排\n88888好不好\n你看到嗎?\n就是我們可以做這樣的事\n串接你的Google生存\n那至於怎麼用的話就靠大家想像力\n看大家想像力\n我覺得是很多的用法\n你只要串你的GIS加Spy\n做每個小時的輪巡\n每天的輪巡\n每週的輪巡是沒有問題\n甚至呢\n就是有很多的應用\n它也可以記信\n記信是說你輪巡完之後\n寄mail是可以的\n是可以的\n或是寄\n對還有一個應用是他可以串google chat\n他可以串google chat\n今天時間有限\n所以我只能做簡單的事\n好啦 今天的直播就到這邊\n所以就這樣了\n好不好\n那我們今天直播就到這邊\n以上就是今天\n使用Spark結合\nAgin的GIS\n的全部內容\n想要知道AI在教學上應用\n或者是我們這個數位教學在教學上應用的話\n要記得訂閱按讚還有分享喔\n我們下期再見\n大家掰掰\n掰掰掰掰",
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      "text": "那我大概試一下",
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      "text": "那如果有看過我",
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      "start": 44.56,
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      "text": "所以我們今天就來稍微試一下他的功能",
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      "start": 47.44,
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      "text": "那詳細的應用的話之後有機會再跟大家說",
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      "start": 51.16,
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      "text": "那今天的話最主要就是跟大家簡單的嘗試一下Google Spark",
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      "start": 55.96,
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      "text": "那Google Spark是什麼呢",
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      "start": 58.04,
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      "text": "我先來簡單的介紹一下",
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      "start": 60.04,
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      "text": "你開啟你的 Gemini",
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    {
      "start": 62.04,
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      "text": "很久沒有開 Gemini 了對不對",
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    {
      "start": 64.04,
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      "text": "開啟你的 Gemini 在這個左邊的地方",
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      "start": 68.04,
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      "text": "我要先說你必須要是 Pro 的帳號",
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      "start": 73.04,
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      "text": "所以如果你不是 Pro 帳號的話",
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    {
      "start": 75.04,
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      "text": "你是沒辦法使用這個功能",
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      "start": 77.04,
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      "text": "所以在左邊的地方開啟側邊欄",
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    {
      "start": 80.04,
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      "text": "大家有看到這邊你的 Gemini",
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    {
      "start": 83.04,
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      "text": "可以切換到 Spark",
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    {
      "start": 85.04,
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      "text": "那目前的話是 Beta 版本",
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    {
      "start": 87.04,
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      "text": "也就是說它現在是實驗室的性質",
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    {
      "start": 89.94,
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      "text": "就我這幾天在試用跟觀察",
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    {
      "start": 93.04,
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      "text": "每天都加一點新功能",
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      "start": 94.74,
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      "text": "每天都不一樣",
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      "start": 95.74,
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      "text": "所以今天的功能",
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    {
      "start": 97.28,
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      "text": "你們吸收一下觀念好了",
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    {
      "start": 99.64,
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      "text": "因為也許日後會隨著時間不斷的改版",
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      "start": 103.44,
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      "text": "那也有可能太少人用",
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    {
      "start": 105.24,
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      "text": "或是拼不過其他agent",
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    {
      "start": 107.94,
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      "text": "自然而然就下架了也說不一定",
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    {
      "start": 110.84,
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      "text": "所以且看且珍惜啦",
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    {
      "start": 113.24,
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      "text": "好 Google Spark",
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      "start": 114.64,
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      "text": "那在用之前先確定一下你是 Pro 的使用者才使用",
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      "start": 119.24,
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      "text": "好我們切換到 Google Spark",
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    {
      "start": 121.3,
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      "text": "到 Spark 之後啊",
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      "start": 123.08,
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      "text": "我們在這個",
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    {
      "start": 125.14,
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      "text": "我們的帳戶裡面",
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      "start": 126.68,
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      "text": "你必須要先去做設定",
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      "text": "設定什麼呢?你要先連線 Google 生態系",
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      "text": "所以我們在這個地方你要先做設定",
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      "start": 135.38,
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      "text": "在這裡",
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      "start": 136.14,
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      "text": "所以左下角的地方有個設定點他",
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      "start": 138.96,
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      "text": "好所以應該是",
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      "start": 140.76,
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      "text": "個人化智慧服務",
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      "start": 142.54,
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      "start": 145.14,
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      "text": "這裡你必須要去做連結的應用程式",
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      "text": "所以要允許Gemini",
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      "text": "Gemini跟Spark他們約定上也是一對兄弟",
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      "text": "你要透過這個Gemini",
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      "start": 159.34,
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      "text": "或Spark來去連結應用程式",
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      "start": 162.44,
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      "text": "這個應用程式就是你Google家的",
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      "text": "所以你在用之前",
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      "text": "你得要先確保一件事情",
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      "start": 170.74,
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      "text": "就是你的雲端的這些資料",
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      "start": 174.84,
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      "text": "幾乎等同沒有隱私",
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      "start": 177.4,
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      "start": 180.6,
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      "text": "你就把它開啟",
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      "start": 182.0,
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      "text": "但是有的人你的帳號",
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      "start": 183.8,
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      "text": "你先確保這件事情",
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      "avg_logprob": -0.21815916317612377,
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    {
      "start": 191.74,
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      "text": "好 我們點它",
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    {
      "start": 192.5,
      "end": 194.04,
      "text": "所以你要把這個開啟",
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    },
    {
      "start": 194.04,
      "end": 196.34,
      "text": "你才要把他串聯我們的生態系",
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      "no_speech_prob": 1.784967659790304e-11,
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    },
    {
      "start": 196.34,
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      "text": "像在這裡",
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    {
      "start": 197.1,
      "end": 198.64,
      "text": "所以大部分都能夠串",
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    },
    {
      "start": 198.64,
      "end": 202.16,
      "text": "像尤其是比較難的Gmail跟行事例",
      "chunk": 0,
      "language": "zh",
      "avg_logprob": -0.346872126802485,
      "no_speech_prob": 1.9271044829349826e-11,
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    },
    {
      "start": 202.16,
      "end": 203.96,
      "text": "這兩個是比較難串的",
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      "no_speech_prob": 1.9271044829349826e-11,
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    },
    {
      "start": 203.96,
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      "text": "那以前我們在使用別的agent",
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      "compression_ratio": 1.265993265993266,
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    },
    {
      "start": 206.26,
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      "text": "像Cloud Code 或者是 Chagpd 的 Codex",
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      "no_speech_prob": 1.9271044829349826e-11,
      "compression_ratio": 1.265993265993266,
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    },
    {
      "start": 211.04,
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      "text": "或是 Open Code",
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      "no_speech_prob": 1.9271044829349826e-11,
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    },
    {
      "start": 212.24,
      "end": 215.12,
      "text": "你要去串Gmail跟 Calendar",
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    {
      "start": 215.12,
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      "text": "是比較麻煩的",
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    {
      "start": 216.24,
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      "text": "那我覺得Spark最大的優點",
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    },
    {
      "start": 218.32,
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      "text": "它可以輕易的串接你的Google生態",
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    },
    {
      "start": 221.52,
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      "text": "來去做自動化",
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    {
      "start": 222.96,
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      "text": "我覺得這是它最大的優點",
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    },
    {
      "start": 225.2,
      "end": 227.76,
      "text": "那當然雲端硬碟這部分也一定要串",
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    },
    {
      "start": 227.76,
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      "text": "是因為它可以處理你雲端硬碟裡面的檔案",
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    },
    {
      "start": 232.46,
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      "text": "所以這個你都要開",
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    },
    {
      "start": 233.96,
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      "text": "你都要開",
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    },
    {
      "start": 234.86,
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      "text": "所以你必須要先把這個把它開起來",
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    },
    {
      "start": 236.66,
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      "text": "你才能夠順暢的使用 Spark",
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    },
    {
      "start": 239.36,
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      "text": "好",
      "chunk": 0,
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      "avg_logprob": -0.29293464814256504,
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    },
    {
      "start": 239.86,
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      "text": "所以下面的話",
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    },
    {
      "start": 241.76,
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      "text": "這個我不確定了",
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    },
    {
      "start": 242.86,
      "end": 244.66,
      "text": "那看你要不要開",
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    },
    {
      "start": 244.66,
      "end": 246.66,
      "text": "等一下我應該是用不到這些功能",
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    },
    {
      "start": 246.66,
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      "text": "好不好",
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    },
    {
      "start": 247.16,
      "end": 249.16,
      "text": "我開一下我把它開啟好了",
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    },
    {
      "start": 249.16,
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      "text": "所以也是一樣 YouTube",
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    },
    {
      "start": 251.06,
      "end": 252.36,
      "text": "YouTube 連結",
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    },
    {
      "start": 252.36,
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      "text": "Music開了",
      "chunk": 0,
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      "avg_logprob": -0.29293464814256504,
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    },
    {
      "start": 253.56,
      "end": 254.46,
      "text": "搜尋服務",
      "chunk": 0,
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      "avg_logprob": -0.29293464814256504,
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    },
    {
      "start": 254.46,
      "end": 256.06,
      "text": "好一樣把它開啟",
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    },
    {
      "start": 256.06,
      "end": 256.86,
      "text": "連結",
      "chunk": 0,
      "language": "zh",
      "avg_logprob": -0.29293464814256504,
      "no_speech_prob": 1.631305680815931e-11,
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    },
    {
      "start": 256.86,
      "end": 259.1,
      "text": "商家服務的話就先不要開",
      "chunk": 0,
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      "avg_logprob": -0.2720743443844092,
      "no_speech_prob": 1.4453190380625536e-11,
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    },
    {
      "start": 259.1,
      "end": 261.72,
      "text": "來下面的話其他像Github",
      "chunk": 0,
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      "no_speech_prob": 1.4453190380625536e-11,
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    },
    {
      "start": 261.72,
      "end": 263.78,
      "text": "然後像聯絡人我沒有開",
      "chunk": 0,
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      "no_speech_prob": 1.4453190380625536e-11,
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    },
    {
      "start": 263.78,
      "end": 266.76,
      "text": "再來這個Spark適用的應用程式",
      "chunk": 0,
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      "avg_logprob": -0.2720743443844092,
      "no_speech_prob": 1.4453190380625536e-11,
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    },
    {
      "start": 266.76,
      "end": 268.18,
      "text": "我覺得它還沒有寫好",
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      "no_speech_prob": 1.4453190380625536e-11,
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    },
    {
      "start": 268.18,
      "end": 273.76,
      "text": "它不像是我們在Cloud或是Codex裡面",
      "chunk": 0,
      "language": "zh",
      "avg_logprob": -0.2720743443844092,
      "no_speech_prob": 1.4453190380625536e-11,
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    },
    {
      "start": 273.76,
      "end": 275.98,
      "text": "只可以順利的去連線外部程式",
      "chunk": 0,
      "language": "zh",
      "avg_logprob": -0.2720743443844092,
      "no_speech_prob": 1.4453190380625536e-11,
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    },
    {
      "start": 275.98,
      "end": 277.6,
      "text": "我覺得它還沒有寫好",
      "chunk": 0,
      "language": "zh",
      "avg_logprob": -0.2720743443844092,
      "no_speech_prob": 1.4453190380625536e-11,
      "compression_ratio": 1.3608247422680413,
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    },
    {
      "start": 277.6,
      "end": 281.06,
      "text": "那我也不確定說這部分它要怎麼去連線",
      "chunk": 0,
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      "no_speech_prob": 1.4453190380625536e-11,
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    },
    {
      "start": 281.06,
      "end": 284.76,
      "text": "所以今天暫時先不示範這個功能",
      "chunk": 0,
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      "avg_logprob": -0.2720743443844092,
      "no_speech_prob": 1.4453190380625536e-11,
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    },
    {
      "start": 284.76,
      "end": 286.38,
      "text": "因為我覺得它還沒有準備好",
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    },
    {
      "start": 286.38,
      "end": 288.68,
      "text": "所以我也不是很清楚要怎麼去接",
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    },
    {
      "start": 288.68,
      "end": 292.02,
      "text": "好 所以其他部分付費內容",
      "chunk": 0,
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      "avg_logprob": -0.27874042905610186,
      "no_speech_prob": 1.9579905405353593e-11,
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    },
    {
      "start": 292.02,
      "end": 293.42,
      "text": "我們今天先不要動它",
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    },
    {
      "start": 293.42,
      "end": 294.32,
      "text": "好 先這樣",
      "chunk": 0,
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      "compression_ratio": 1.4012738853503184,
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    },
    {
      "start": 294.32,
      "end": 295.98,
      "text": "來這地方你要先開啟",
      "chunk": 0,
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      "avg_logprob": -0.27874042905610186,
      "no_speech_prob": 1.9579905405353593e-11,
      "compression_ratio": 1.4012738853503184,
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    },
    {
      "start": 295.98,
      "end": 298.42,
      "text": "那開啟你就等同沒有隱私",
      "chunk": 0,
      "language": "zh",
      "avg_logprob": -0.27874042905610186,
      "no_speech_prob": 1.9579905405353593e-11,
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    },
    {
      "start": 298.42,
      "end": 302.26,
      "text": "所以Spark可以去讀你這裡面的所有的資料",
      "chunk": 0,
      "language": "zh",
      "avg_logprob": -0.27874042905610186,
      "no_speech_prob": 1.9579905405353593e-11,
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    },
    {
      "start": 302.26,
      "end": 303.34,
      "text": "好不好 所以",
      "chunk": 0,
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      "avg_logprob": -0.27874042905610186,
      "no_speech_prob": 1.9579905405353593e-11,
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    },
    {
      "start": 303.34,
      "end": 305.58,
      "text": "好 如果你想要跟著操作Spark",
      "chunk": 0,
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      "avg_logprob": -0.27874042905610186,
      "no_speech_prob": 1.9579905405353593e-11,
      "compression_ratio": 1.4012738853503184,
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    },
    {
      "start": 305.58,
      "end": 307.54,
      "text": "就可以去做這個設定",
      "chunk": 0,
      "language": "zh",
      "avg_logprob": -0.27874042905610186,
      "no_speech_prob": 1.9579905405353593e-11,
      "compression_ratio": 1.4012738853503184,
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    },
    {
      "start": 307.54,
      "end": 308.9,
      "text": "好 這個部分沒有問題的",
      "chunk": 0,
      "language": "zh",
      "avg_logprob": -0.27874042905610186,
      "no_speech_prob": 1.9579905405353593e-11,
      "compression_ratio": 1.4012738853503184,
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    },
    {
      "start": 308.9,
      "end": 310.82,
      "text": "請在聊天室幫我打一個1",
      "chunk": 0,
      "language": "zh",
      "avg_logprob": -0.27874042905610186,
      "no_speech_prob": 1.9579905405353593e-11,
      "compression_ratio": 1.4012738853503184,
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    },
    {
      "start": 310.82,
      "end": 311.98,
      "text": "好 凱西老師",
      "chunk": 0,
      "language": "zh",
      "avg_logprob": -0.27874042905610186,
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    {
      "start": 311.98,
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      "text": "今天今天的直播是可以互動的是沒有問題",
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    {
      "start": 316.02,
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      "text": "是下禮拜的不行",
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    {
      "start": 317.3,
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      "text": "對下禮拜不行",
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      "start": 318.58,
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      "text": "好",
      "chunk": 0,
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    {
      "start": 319.86,
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      "text": "所以這裡要先開啟",
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    {
      "start": 321.14,
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      "text": "才可以發揮Spark的這個完整功能",
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    {
      "start": 324.72,
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      "text": "好開完之後啊",
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      "start": 326.0,
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      "text": "我們還要再做一個設定",
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      "start": 328.3,
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      "text": "你要方便的話",
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      "start": 329.34,
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      "text": "你必須要先去裝",
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      "start": 330.62,
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      "text": "我們Google雲端",
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      "start": 332.92,
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      "text": "雲端的",
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    {
      "start": 334.2,
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      "text": "這個應用程式",
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    {
      "start": 335.74,
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      "text": "所以你要去裝雲端應用程式",
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    {
      "start": 337.78,
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      "text": "比較方便然後比較方便",
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    {
      "start": 339.32,
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      "text": "所以你這邊要搜尋",
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      "start": 341.1,
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      "text": "Google雲端硬碟應用程式",
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    {
      "start": 343.66,
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      "text": "好你要去下載這個",
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    {
      "start": 345.98,
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      "text": "雲端硬碟電腦版",
      "chunk": 0,
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      "start": 347.78,
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      "text": "如果你想要發揮Spark最大功能的話",
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    {
      "start": 350.78,
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      "text": "我建議你去下載雲端硬碟",
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    {
      "start": 353.48,
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      "text": "為什麼呢",
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    {
      "start": 354.28,
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      "text": "因為我們在取用它檔案的時候",
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    {
      "start": 356.48,
      "end": 358.28,
      "text": "好感謝CFu",
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    {
      "start": 358.28,
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      "text": "感謝CFu",
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      "start": 359.28,
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      "text": "我們在取用雲端硬碟的檔案的時候啊",
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    {
      "start": 362.58,
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      "text": "我們可以直接在雲端硬碟是沒有問題的",
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      "start": 365.08,
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      "text": "那實際上Spark比較好的用法是",
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    {
      "start": 368.08,
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      "text": "它應該要跟你的其他AGE去做連",
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    {
      "start": 370.78,
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      "text": "會比較好",
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    {
      "start": 371.68,
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      "text": "所以你裝了這個雲端硬碟的電腦版",
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    {
      "start": 374.28,
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      "text": "會讓你比較方便",
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    {
      "start": 375.48,
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      "text": "所以我會建議你在使用Spark的時候",
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    {
      "start": 378.12,
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      "text": "還是要裝雲端硬碟電腦版",
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    {
      "start": 380.24,
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      "text": "裝好之後登入你的帳號",
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    {
      "start": 382.18,
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      "text": "你的電腦裡面就會多一個雲端硬碟",
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    {
      "start": 384.92,
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      "text": "像這個樣子",
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    {
      "start": 385.68,
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      "text": "所以它就會是一個實體的硬碟",
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    {
      "start": 387.72,
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      "text": "然後你可以在這個地方直接點選",
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    {
      "start": 390.04,
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      "text": "進去你的雲端硬碟",
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      "start": 391.44,
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      "text": "那在Spark裡面",
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    {
      "start": 392.68,
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      "text": "你沒裝這個程式也是可以使用的",
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    {
      "start": 395.38,
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      "text": "沒有一定要裝",
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      "start": 396.58,
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      "text": "那你沒裝也可以使用",
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      "start": 398.08,
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      "text": "那裝的比較方便",
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      "start": 399.78,
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      "text": "我建議你裝",
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    {
      "start": 400.88,
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      "text": "好 裝好之後請幫我先做一個",
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      "start": 403.38,
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      "text": "簡單的起手式",
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      "start": 405.08,
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      "text": "我們點進來之後",
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      "start": 406.68,
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      "text": "在我的雲端硬碟裡面",
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      "start": 408.78,
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      "text": "然後我們去新建一個資料夾",
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      "start": 410.68,
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      "text": "好 這資料夾的話",
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      "text": "我們把它稱作是",
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      "text": "這個2026 SPARK",
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      "start": 415.28,
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      "text": "為什麼呢",
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      "text": "因為你的SPARK",
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      "start": 421.28,
      "end": 423.18,
      "text": "這個雲端硬碟裡面",
      "chunk": 0,
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      "avg_logprob": -0.2506786197810978,
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    {
      "start": 423.18,
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      "text": "處理檔案",
      "chunk": 0,
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      "avg_logprob": -0.2506786197810978,
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    {
      "start": 424.48,
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      "text": "是沒有問題",
      "chunk": 0,
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    {
      "start": 425.58,
      "end": 427.78,
      "text": "那我們裝入雲端硬碟的應用程式",
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    {
      "start": 427.78,
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      "text": "你可以方便的",
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    {
      "start": 429.18,
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      "text": "讓你的其他agent",
      "chunk": 0,
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      "no_speech_prob": 1.7366844073940513e-11,
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    {
      "start": 431.78,
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      "text": "也來這邊處理",
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    {
      "start": 432.88,
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      "text": "所以也就是說",
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    {
      "start": 433.78,
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      "text": "你的Spark可以跟你的Agen去聯手",
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      "no_speech_prob": 2.2908676691746344e-11,
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    {
      "start": 436.86,
      "end": 439.16,
      "text": "去聯手做各自擅長的",
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    {
      "start": 439.16,
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      "text": "Spark連線Google生態系",
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    {
      "start": 441.46,
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      "text": "它處理完的檔案",
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    {
      "start": 442.86,
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      "text": "一樣會在這個地方",
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    {
      "start": 444.54,
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      "text": "那我們請其他Agen",
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    {
      "start": 446.2,
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      "text": "比如說Cloud Code",
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    {
      "start": 447.4,
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      "text": "或者是我們Codex",
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    {
      "start": 449.02,
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      "text": "一樣也在這邊處理",
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    {
      "start": 450.48,
      "end": 451.7,
      "text": "我們雲端應點檔案",
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    {
      "start": 451.7,
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      "text": "所以你就可以把你的Agen",
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    {
      "start": 453.24,
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      "text": "跟Google生態系去做一個連線",
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    {
      "start": 455.98,
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      "text": "我覺得是相當方便的",
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    {
      "start": 457.48,
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      "text": "所以也建議你這麼做",
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    {
      "start": 459.12,
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      "text": "好 我們做一個2026 Spark的資料夾",
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    {
      "start": 462.32,
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      "text": "這資料夾呢",
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    {
      "start": 463.12,
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      "text": "它會知道資料夾的名稱",
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    {
      "start": 466.28,
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      "text": "所以你要很明確的知道",
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    {
      "start": 468.08,
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      "text": "那我們等一下操作的時候",
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    {
      "start": 470.28,
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      "text": "我們都讓我們的Spark",
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    {
      "start": 472.62,
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      "text": "資料都存在這個",
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    {
      "start": 473.88,
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      "text": "2026 Spark 的資料夾裡面來",
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    {
      "start": 476.46,
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      "text": "是可以做到的",
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    {
      "start": 477.88,
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      "text": "好",
      "chunk": 0,
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    {
      "start": 478.48,
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      "text": "所以呢",
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    {
      "start": 479.12,
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      "text": "我們做好之後",
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    {
      "start": 480.62,
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      "text": "接下來",
      "chunk": 1,
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    {
      "start": 481.64,
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      "text": "我們開啟我們的",
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    {
      "start": 483.18,
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      "text": "Gemini",
      "chunk": 1,
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    {
      "start": 484.72,
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      "text": "然後",
      "chunk": 1,
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    {
      "start": 485.48,
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      "text": "開到我們的Spark",
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    {
      "start": 486.76,
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      "text": "Spark的話",
      "chunk": 1,
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      "start": 488.04,
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      "text": "在這裡的話會有多種的",
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    {
      "start": 489.84,
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      "text": "模式",
      "chunk": 1,
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    {
      "start": 490.6,
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      "text": "那我先說一下喔",
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      "start": 492.14,
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      "text": "你開到Spark之後啊",
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    {
      "start": 494.44,
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      "text": "工作的話就是每一個 session 每一個對話",
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      "start": 497.64,
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      "text": "一個對話就是一個工作",
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    {
      "start": 499.54,
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      "text": "他沒有專案 他目前還沒有專案",
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    {
      "start": 502.44,
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      "text": "一個對話一個對話 一個對話就是",
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    {
      "start": 504.24,
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      "text": "所以想當然 他沒有辦法做很複雜的工作",
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    {
      "start": 507.54,
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      "text": "他最大的優點就是可以串聯 Google 生態",
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      "avg_logprob": -0.2014877343479591,
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    {
      "start": 510.24,
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      "text": "但他沒辦法做很複雜的工作",
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    {
      "start": 512.64,
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      "text": "我老實說你要做很複雜的工作",
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    {
      "start": 515.34,
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      "text": "目前市面上主流的 agent 像 Cloud Code 或者是 Codex",
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    {
      "start": 519.84,
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      "text": "還是比較好的選擇",
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    {
      "start": 521.04,
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      "text": "那他最大的優勢是 Google 生態系 好不好",
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    {
      "start": 524.34,
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      "text": "所以這邊的話你可以選一個工作點它",
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      "start": 526.9,
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      "text": "好那它就會進入到一個新的對話來",
      "chunk": 1,
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    {
      "start": 529.72,
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      "text": "就這樣子",
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    {
      "start": 530.38,
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      "text": "再來排程",
      "chunk": 1,
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      "no_speech_prob": 1.9821011151832657e-11,
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    {
      "start": 532.2,
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      "text": "Spark的優點就是排程",
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      "start": 534.2,
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      "text": "排程",
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      "start": 535.12,
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      "text": "排程意思是說",
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    {
      "start": 536.26,
      "end": 539.12,
      "text": "它可以固定時間去做事",
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      "start": 539.12,
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      "text": "它可以固定時間串聯生態系",
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      "start": 541.98,
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      "text": "所以這個排程是它很重要的工作",
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      "start": 544.24,
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      "text": "再來技能",
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      "start": 545.68,
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      "text": "技能的話我現在目前沒有任何的技能",
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      "start": 548.18,
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      "text": "但技能的概念是這樣的",
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      "start": 549.76,
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      "text": "它跟Jen是兄弟",
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      "text": "這邊的Spark的技能跟Google Jam",
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      "text": "Google Jam的話我們會用",
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      "start": 556.78,
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      "text": "我們就是讓它用對話的方式",
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    {
      "start": 560.44,
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      "text": "去按照我們給的提示詞",
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      "start": 562.64,
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      "text": "做固定的工作",
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      "text": "就是JAM",
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      "text": "那技能的話呢",
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      "text": "是在Spark裡面",
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    {
      "start": 568.62,
      "end": 571.68,
      "text": "一樣按照我們安排的流程",
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      "start": 571.68,
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      "text": "固定去做排程",
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      "start": 573.78,
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      "text": "還有處理檔案的工作",
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      "start": 575.74,
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      "text": "所以你發現他們兩個的工作不太一樣",
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      "text": "Jen那邊是做聊天機器人的工作",
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      "start": 587.58,
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      "text": "他們兩個互相互補",
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      "start": 590.88,
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      "text": "然後互相沒有重合",
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      "start": 592.96,
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      "text": "所以大家各自做各自的工作",
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      "text": "那像Germyni跟Spark",
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      "text": "他們兩兄弟",
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      "start": 598.88,
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      "text": "我現在把它稱呼做是兩兄弟",
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      "start": 600.54,
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      "start": 602.08,
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      "text": "剛好互補",
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      "text": "剛好互補",
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      "text": "所以有些事情在Spark不能做",
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      "text": "有些事情在Germyni能做",
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      "text": "那有些事情在German9不能做",
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      "text": "有些事情在Spark能做",
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      "text": "所以這兩個是互補",
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      "text": "那Spark比較像是",
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    {
      "start": 616.96,
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      "text": "他擅長的是處理檔案",
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    {
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    {
      "start": 620.7,
      "end": 623.14,
      "text": "然後串聯Google生態系的工具",
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      "start": 623.14,
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      "text": "跟排程",
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    {
      "start": 624.54,
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      "text": "輪巡",
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    {
      "start": 625.52,
      "end": 628.72,
      "text": "做定時查詢處理檔案的事情",
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    },
    {
      "start": 628.72,
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      "text": "他當然也可以回答問題",
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      "start": 630.4,
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      "text": "但這不是他最主要的工作",
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      "start": 632.22,
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      "text": "好",
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    {
      "start": 632.88,
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      "text": "所以我們在使用的時候",
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    {
      "start": 634.62,
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      "text": "就是German9跟Spark",
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    {
      "start": 635.84,
      "end": 638.92,
      "text": "他們兩個負責的功能是不太一樣的",
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      "start": 638.92,
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      "text": "不太一樣的",
      "chunk": 1,
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    {
      "start": 639.92,
      "end": 642.62,
      "text": "當然你也可以把它當成是純聊天機器人是沒有問題",
      "chunk": 1,
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      "no_speech_prob": 1.9297613854107887e-11,
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    },
    {
      "start": 642.62,
      "end": 644.02,
      "text": "來連結用程式的話",
      "chunk": 1,
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      "avg_logprob": -0.22894130679343244,
      "no_speech_prob": 1.9297613854107887e-11,
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    {
      "start": 644.02,
      "end": 648.42,
      "text": "現在暫時只能夠順暢的連結Google生態系",
      "chunk": 1,
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      "avg_logprob": -0.22894130679343244,
      "no_speech_prob": 1.9297613854107887e-11,
      "compression_ratio": 1.306930693069307,
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    },
    {
      "start": 648.42,
      "end": 650.12,
      "text": "那至於其他家的",
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      "no_speech_prob": 1.9297613854107887e-11,
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    {
      "start": 650.12,
      "end": 653.22,
      "text": "我覺得他現在還在還在建構當中啦",
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    },
    {
      "start": 653.22,
      "end": 654.32,
      "text": "還不夠成熟啦",
      "chunk": 1,
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      "no_speech_prob": 1.9297613854107887e-11,
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    {
      "start": 654.32,
      "end": 656.12,
      "text": "所以我們就先暫時跳過",
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    },
    {
      "start": 656.12,
      "end": 658.52,
      "text": "好左邊的部分來這樣子",
      "chunk": 1,
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      "avg_logprob": -0.22894130679343244,
      "no_speech_prob": 1.9297613854107887e-11,
      "compression_ratio": 1.306930693069307,
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    },
    {
      "start": 658.52,
      "end": 659.82,
      "text": "OK的請選個2",
      "chunk": 1,
      "language": "zh",
      "avg_logprob": -0.22894130679343244,
      "no_speech_prob": 1.9297613854107887e-11,
      "compression_ratio": 1.306930693069307,
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    },
    {
      "start": 659.82,
      "end": 661.62,
      "text": "那我們就先從工作開始",
      "chunk": 1,
      "language": "zh",
      "avg_logprob": -0.22894130679343244,
      "no_speech_prob": 1.9297613854107887e-11,
      "compression_ratio": 1.306930693069307,
      "source": "whisper"
    },
    {
      "start": 661.62,
      "end": 663.42,
      "text": "然後現在就一個工作",
      "chunk": 1,
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      "avg_logprob": -0.22894130679343244,
      "no_speech_prob": 1.9297613854107887e-11,
      "compression_ratio": 1.306930693069307,
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    },
    {
      "start": 663.42,
      "end": 665.82,
      "text": "來現在的話很簡單",
      "chunk": 1,
      "language": "zh",
      "avg_logprob": -0.22894130679343244,
      "no_speech_prob": 1.9297613854107887e-11,
      "compression_ratio": 1.306930693069307,
      "source": "whisper"
    },
    {
      "start": 665.82,
      "end": 672.22,
      "text": "它是可以在你的雲端硬碟裡面去讀取檔案的",
      "chunk": 1,
      "language": "zh",
      "avg_logprob": -0.2127184369670811,
      "no_speech_prob": 1.3107958295177635e-11,
      "compression_ratio": 1.3725490196078431,
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    },
    {
      "start": 672.22,
      "end": 676.06,
      "text": "例如幫我讀取雲端硬碟裡面的資料夾",
      "chunk": 1,
      "language": "zh",
      "avg_logprob": -0.2127184369670811,
      "no_speech_prob": 1.3107958295177635e-11,
      "compression_ratio": 1.3725490196078431,
      "source": "whisper"
    },
    {
      "start": 676.06,
      "end": 679.46,
      "text": "2026 Spark裡面有哪一些檔案",
      "chunk": 1,
      "language": "zh",
      "avg_logprob": -0.2127184369670811,
      "no_speech_prob": 1.3107958295177635e-11,
      "compression_ratio": 1.3725490196078431,
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    },
    {
      "start": 679.46,
      "end": 681.18,
      "text": "幫我做一下簡單的總結",
      "chunk": 1,
      "language": "zh",
      "avg_logprob": -0.2127184369670811,
      "no_speech_prob": 1.3107958295177635e-11,
      "compression_ratio": 1.3725490196078431,
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    },
    {
      "start": 681.18,
      "end": 684.26,
      "text": "好 所以資料夾的話名字盡量給準確一點",
      "chunk": 1,
      "language": "zh",
      "avg_logprob": -0.2127184369670811,
      "no_speech_prob": 1.3107958295177635e-11,
      "compression_ratio": 1.3725490196078431,
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    },
    {
      "start": 684.26,
      "end": 685.14,
      "text": "好像這樣",
      "chunk": 1,
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      "avg_logprob": -0.2127184369670811,
      "no_speech_prob": 1.3107958295177635e-11,
      "compression_ratio": 1.3725490196078431,
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    },
    {
      "start": 685.14,
      "end": 688.86,
      "text": "所以它就會在這個對話裡面去建一個任務",
      "chunk": 1,
      "language": "zh",
      "avg_logprob": -0.2127184369670811,
      "no_speech_prob": 1.3107958295177635e-11,
      "compression_ratio": 1.3725490196078431,
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    },
    {
      "start": 688.86,
      "end": 689.88,
      "text": "所以你看喔",
      "chunk": 1,
      "language": "zh",
      "avg_logprob": -0.2127184369670811,
      "no_speech_prob": 1.3107958295177635e-11,
      "compression_ratio": 1.3725490196078431,
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    },
    {
      "start": 689.88,
      "end": 692.58,
      "text": "它就開始去連線雲端硬碟",
      "chunk": 1,
      "language": "zh",
      "avg_logprob": -0.2127184369670811,
      "no_speech_prob": 1.3107958295177635e-11,
      "compression_ratio": 1.3725490196078431,
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    },
    {
      "start": 692.58,
      "end": 693.46,
      "text": "你有看到嗎",
      "chunk": 1,
      "language": "zh",
      "avg_logprob": -0.2127184369670811,
      "no_speech_prob": 1.3107958295177635e-11,
      "compression_ratio": 1.3725490196078431,
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    },
    {
      "start": 693.46,
      "end": 697.26,
      "text": "它可以讀取你雲端硬點任何資料",
      "chunk": 1,
      "language": "zh",
      "avg_logprob": -0.13395087152933902,
      "no_speech_prob": 1.7392568288365773e-11,
      "compression_ratio": 1.2547528517110267,
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    },
    {
      "start": 697.26,
      "end": 702.4,
      "text": "你只要給它準確的檔案名稱或資料夾",
      "chunk": 1,
      "language": "zh",
      "avg_logprob": -0.13395087152933902,
      "no_speech_prob": 1.7392568288365773e-11,
      "compression_ratio": 1.2547528517110267,
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    },
    {
      "start": 702.4,
      "end": 705.34,
      "text": "它就能夠讀得到是沒有問題",
      "chunk": 1,
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      "avg_logprob": -0.13395087152933902,
      "no_speech_prob": 1.7392568288365773e-11,
      "compression_ratio": 1.2547528517110267,
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    },
    {
      "start": 705.34,
      "end": 707.24,
      "text": "再來Google生態系的話",
      "chunk": 1,
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      "avg_logprob": -0.13395087152933902,
      "no_speech_prob": 1.7392568288365773e-11,
      "compression_ratio": 1.2547528517110267,
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    },
    {
      "start": 707.24,
      "end": 710.26,
      "text": "它就是對應到我們的三件套",
      "chunk": 1,
      "language": "zh",
      "avg_logprob": -0.13395087152933902,
      "no_speech_prob": 1.7392568288365773e-11,
      "compression_ratio": 1.2547528517110267,
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    },
    {
      "start": 710.26,
      "end": 712.1,
      "text": "例如Document",
      "chunk": 1,
      "language": "zh",
      "avg_logprob": -0.13395087152933902,
      "no_speech_prob": 1.7392568288365773e-11,
      "compression_ratio": 1.2547528517110267,
      "source": "whisper"
    },
    {
      "start": 712.1,
      "end": 713.94,
      "text": "例如Google Sheet",
      "chunk": 1,
      "language": "zh",
      "avg_logprob": -0.13395087152933902,
      "no_speech_prob": 1.7392568288365773e-11,
      "compression_ratio": 1.2547528517110267,
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    },
    {
      "start": 713.94,
      "end": 715.5,
      "text": "例如Google Slide",
      "chunk": 1,
      "language": "zh",
      "avg_logprob": -0.13395087152933902,
      "no_speech_prob": 1.7392568288365773e-11,
      "compression_ratio": 1.2547528517110267,
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    },
    {
      "start": 715.5,
      "end": 721.44,
      "text": "它是可以生成原生的Google的這三件套的檔案內容",
      "chunk": 1,
      "language": "zh",
      "avg_logprob": -0.13395087152933902,
      "no_speech_prob": 1.7392568288365773e-11,
      "compression_ratio": 1.2547528517110267,
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    },
    {
      "start": 721.44,
      "end": 723.36,
      "text": "所以你要它生成Word檔",
      "chunk": 1,
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      "avg_logprob": -0.13395087152933902,
      "no_speech_prob": 1.7392568288365773e-11,
      "compression_ratio": 1.2547528517110267,
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    },
    {
      "start": 723.36,
      "end": 725.92,
      "text": "我目前實測是不行的",
      "chunk": 1,
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      "avg_logprob": -0.17739110450222068,
      "no_speech_prob": 2.3097201234945075e-11,
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    },
    {
      "start": 725.92,
      "end": 727.0,
      "text": "是不行的",
      "chunk": 1,
      "language": "zh",
      "avg_logprob": -0.17739110450222068,
      "no_speech_prob": 2.3097201234945075e-11,
      "compression_ratio": 1.4412811387900355,
      "source": "whisper"
    },
    {
      "start": 727.0,
      "end": 728.38,
      "text": "它就是生成Document",
      "chunk": 1,
      "language": "zh",
      "avg_logprob": -0.17739110450222068,
      "no_speech_prob": 2.3097201234945075e-11,
      "compression_ratio": 1.4412811387900355,
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    },
    {
      "start": 728.38,
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      "text": "好 所以你看喔",
      "chunk": 1,
      "language": "zh",
      "avg_logprob": -0.17739110450222068,
      "no_speech_prob": 2.3097201234945075e-11,
      "compression_ratio": 1.4412811387900355,
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    },
    {
      "start": 729.58,
      "end": 731.36,
      "text": "在這個2026 Spark裡面",
      "chunk": 1,
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      "avg_logprob": -0.17739110450222068,
      "no_speech_prob": 2.3097201234945075e-11,
      "compression_ratio": 1.4412811387900355,
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    },
    {
      "start": 731.36,
      "end": 733.72,
      "text": "它就是去幫我做什麼事情",
      "chunk": 1,
      "language": "zh",
      "avg_logprob": -0.17739110450222068,
      "no_speech_prob": 2.3097201234945075e-11,
      "compression_ratio": 1.4412811387900355,
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    },
    {
      "start": 733.72,
      "end": 735.62,
      "text": "去讀裡面所有的內容",
      "chunk": 1,
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      "avg_logprob": -0.17739110450222068,
      "no_speech_prob": 2.3097201234945075e-11,
      "compression_ratio": 1.4412811387900355,
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    },
    {
      "start": 735.62,
      "end": 736.56,
      "text": "你有看到嗎",
      "chunk": 1,
      "language": "zh",
      "avg_logprob": -0.17739110450222068,
      "no_speech_prob": 2.3097201234945075e-11,
      "compression_ratio": 1.4412811387900355,
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    },
    {
      "start": 736.56,
      "end": 738.82,
      "text": "好 它是可以讀到裡面內容的",
      "chunk": 1,
      "language": "zh",
      "avg_logprob": -0.17739110450222068,
      "no_speech_prob": 2.3097201234945075e-11,
      "compression_ratio": 1.4412811387900355,
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    },
    {
      "start": 738.82,
      "end": 740.04,
      "text": "那我開給大家看",
      "chunk": 1,
      "language": "zh",
      "avg_logprob": -0.17739110450222068,
      "no_speech_prob": 2.3097201234945075e-11,
      "compression_ratio": 1.4412811387900355,
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    },
    {
      "start": 740.04,
      "end": 741.9,
      "text": "我2026 Spark裡面",
      "chunk": 1,
      "language": "zh",
      "avg_logprob": -0.17739110450222068,
      "no_speech_prob": 2.3097201234945075e-11,
      "compression_ratio": 1.4412811387900355,
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    },
    {
      "start": 741.9,
      "end": 743.44,
      "text": "真的就是有這些內容",
      "chunk": 1,
      "language": "zh",
      "avg_logprob": -0.17739110450222068,
      "no_speech_prob": 2.3097201234945075e-11,
      "compression_ratio": 1.4412811387900355,
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    },
    {
      "start": 743.44,
      "end": 744.26,
      "text": "大家看一下",
      "chunk": 1,
      "language": "zh",
      "avg_logprob": -0.17739110450222068,
      "no_speech_prob": 2.3097201234945075e-11,
      "compression_ratio": 1.4412811387900355,
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    },
    {
      "start": 744.26,
      "end": 746.1,
      "text": "我裡面是有內容的",
      "chunk": 1,
      "language": "zh",
      "avg_logprob": -0.17739110450222068,
      "no_speech_prob": 2.3097201234945075e-11,
      "compression_ratio": 1.4412811387900355,
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    },
    {
      "start": 746.1,
      "end": 748.14,
      "text": "是我拍攝影的指令碼",
      "chunk": 1,
      "language": "zh",
      "avg_logprob": -0.17739110450222068,
      "no_speech_prob": 2.3097201234945075e-11,
      "compression_ratio": 1.4412811387900355,
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    },
    {
      "start": 748.14,
      "end": 750.34,
      "text": "我做的功課在裡面",
      "chunk": 1,
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      "no_speech_prob": 2.3097201234945075e-11,
      "compression_ratio": 1.4412811387900355,
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    },
    {
      "start": 750.34,
      "end": 752.62,
      "text": "所以它能夠讀到這個內容",
      "chunk": 1,
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      "avg_logprob": -0.17739110450222068,
      "no_speech_prob": 2.3097201234945075e-11,
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    },
    {
      "start": 752.62,
      "end": 753.62,
      "text": "大家有看到嗎",
      "chunk": 1,
      "language": "zh",
      "avg_logprob": -0.193873942737848,
      "no_speech_prob": 2.0062706704293554e-11,
      "compression_ratio": 1.5542168674698795,
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    },
    {
      "start": 753.62,
      "end": 755.12,
      "text": "所以它是可以讀到",
      "chunk": 1,
      "language": "zh",
      "avg_logprob": -0.193873942737848,
      "no_speech_prob": 2.0062706704293554e-11,
      "compression_ratio": 1.5542168674698795,
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    },
    {
      "start": 755.12,
      "end": 757.32,
      "text": "我們資料夾裡面的內容",
      "chunk": 1,
      "language": "zh",
      "avg_logprob": -0.193873942737848,
      "no_speech_prob": 2.0062706704293554e-11,
      "compression_ratio": 1.5542168674698795,
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    },
    {
      "start": 757.32,
      "end": 759.82,
      "text": "好 它當然也可以整理檔案",
      "chunk": 1,
      "language": "zh",
      "avg_logprob": -0.193873942737848,
      "no_speech_prob": 2.0062706704293554e-11,
      "compression_ratio": 1.5542168674698795,
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    },
    {
      "start": 759.82,
      "end": 762.32,
      "text": "所以整理檔案的話 我們來看一下",
      "chunk": 1,
      "language": "zh",
      "avg_logprob": -0.193873942737848,
      "no_speech_prob": 2.0062706704293554e-11,
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    },
    {
      "start": 762.32,
      "end": 765.32,
      "text": "請幫我整理這個資料夾的檔案",
      "chunk": 1,
      "language": "zh",
      "avg_logprob": -0.193873942737848,
      "no_speech_prob": 2.0062706704293554e-11,
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    },
    {
      "start": 765.32,
      "end": 767.62,
      "text": "你先列出來你的整理計畫",
      "chunk": 1,
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      "no_speech_prob": 2.0062706704293554e-11,
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    },
    {
      "start": 767.62,
      "end": 769.92,
      "text": "它是可以搬動檔案的喔",
      "chunk": 1,
      "language": "zh",
      "avg_logprob": -0.193873942737848,
      "no_speech_prob": 2.0062706704293554e-11,
      "compression_ratio": 1.5542168674698795,
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    },
    {
      "start": 769.92,
      "end": 772.62,
      "text": "所以它是可以整理你的雲端硬碟",
      "chunk": 1,
      "language": "zh",
      "avg_logprob": -0.193873942737848,
      "no_speech_prob": 2.0062706704293554e-11,
      "compression_ratio": 1.5542168674698795,
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    },
    {
      "start": 772.62,
      "end": 774.82,
      "text": "但整理之前你先三思啦",
      "chunk": 1,
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      "no_speech_prob": 2.0062706704293554e-11,
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    },
    {
      "start": 774.82,
      "end": 776.32,
      "text": "你的三思啦",
      "chunk": 1,
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      "avg_logprob": -0.193873942737848,
      "no_speech_prob": 2.0062706704293554e-11,
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    },
    {
      "start": 776.32,
      "end": 779.62,
      "text": "就是有些太重要的資料 我不太敢加動",
      "chunk": 1,
      "language": "zh",
      "avg_logprob": -0.193873942737848,
      "no_speech_prob": 2.0062706704293554e-11,
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    },
    {
      "start": 779.62,
      "end": 783.08,
      "text": "是因為我雲端硬碟裡面也是很多專案的資料",
      "chunk": 1,
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      "no_speech_prob": 2.2816923697654978e-11,
      "compression_ratio": 1.3552123552123552,
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    },
    {
      "start": 783.08,
      "end": 784.38,
      "text": "所以我不太敢加動",
      "chunk": 1,
      "language": "zh",
      "avg_logprob": -0.2161083359649216,
      "no_speech_prob": 2.2816923697654978e-11,
      "compression_ratio": 1.3552123552123552,
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    },
    {
      "start": 784.38,
      "end": 787.68,
      "text": "但它是可以去整理你的檔案的",
      "chunk": 1,
      "language": "zh",
      "avg_logprob": -0.2161083359649216,
      "no_speech_prob": 2.2816923697654978e-11,
      "compression_ratio": 1.3552123552123552,
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    },
    {
      "start": 787.68,
      "end": 789.32,
      "text": "好 所以你看",
      "chunk": 1,
      "language": "zh",
      "avg_logprob": -0.2161083359649216,
      "no_speech_prob": 2.2816923697654978e-11,
      "compression_ratio": 1.3552123552123552,
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    },
    {
      "start": 789.32,
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      "text": "OK OK 好你看",
      "chunk": 1,
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      "avg_logprob": -0.2161083359649216,
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    {
      "start": 791.58,
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      "text": "好 你有看到嗎",
      "chunk": 1,
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      "avg_logprob": -0.2161083359649216,
      "no_speech_prob": 2.2816923697654978e-11,
      "compression_ratio": 1.3552123552123552,
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    },
    {
      "start": 792.94,
      "end": 794.42,
      "text": "它可以幫我做這些事情",
      "chunk": 1,
      "language": "zh",
      "avg_logprob": -0.2161083359649216,
      "no_speech_prob": 2.2816923697654978e-11,
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    },
    {
      "start": 794.42,
      "end": 796.6,
      "text": "好 方案A還是方案B呢",
      "chunk": 1,
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      "no_speech_prob": 2.2816923697654978e-11,
      "compression_ratio": 1.3552123552123552,
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    },
    {
      "start": 796.6,
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      "text": "方案B好了",
      "chunk": 1,
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      "no_speech_prob": 2.2816923697654978e-11,
      "compression_ratio": 1.3552123552123552,
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    },
    {
      "start": 798.06,
      "end": 801.28,
      "text": "做完之後回報你移動的結果",
      "chunk": 1,
      "language": "zh",
      "avg_logprob": -0.2161083359649216,
      "no_speech_prob": 2.2816923697654978e-11,
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    },
    {
      "start": 801.28,
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      "text": "好 所以你看喔",
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    },
    {
      "start": 802.62,
      "end": 804.7,
      "text": "它是可以去移動",
      "chunk": 1,
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      "no_speech_prob": 2.2816923697654978e-11,
      "compression_ratio": 1.3552123552123552,
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    },
    {
      "start": 804.7,
      "end": 807.1,
      "text": "移動 移至這個pretest",
      "chunk": 1,
      "language": "zh",
      "avg_logprob": -0.2161083359649216,
      "no_speech_prob": 2.2816923697654978e-11,
      "compression_ratio": 1.3552123552123552,
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    },
    {
      "start": 807.1,
      "end": 808.36,
      "text": "移至RDQ",
      "chunk": 1,
      "language": "zh",
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      "no_speech_prob": 2.2816923697654978e-11,
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    {
      "start": 808.36,
      "end": 811.36,
      "text": "好 所以他是針對這個資料夾來去做證",
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    {
      "start": 811.36,
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      "text": "好 所以你看喔 你有看到嗎",
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      "no_speech_prob": 1.952647418757003e-11,
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    },
    {
      "start": 813.36,
      "end": 815.36,
      "text": "他去做了這些事情",
      "chunk": 1,
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      "no_speech_prob": 1.952647418757003e-11,
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    {
      "start": 815.36,
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      "text": "OK 好 我們來看一下",
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    {
      "start": 817.36,
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      "text": "喔 你看 有看到嗎",
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    {
      "start": 819.36,
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      "text": "我的檔案被移動了 你有看到嗎",
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    {
      "start": 821.36,
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      "text": "他是可以動你的檔案喔 大家有看到嗎",
      "chunk": 1,
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      "no_speech_prob": 1.952647418757003e-11,
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    },
    {
      "start": 824.36,
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      "text": "好 這個部分沒有問題 幫我打一個",
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    },
    {
      "start": 826.36,
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      "text": "他可以讀取你的檔案",
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    {
      "start": 828.36,
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      "text": "他可以去移動你的檔案",
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    },
    {
      "start": 830.36,
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      "text": "當然他也可以刪除你的",
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    {
      "start": 831.36,
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      "text": "所以呢 你把這個雲端硬碟的應用程式裝起來",
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      "no_speech_prob": 1.952647418757003e-11,
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    {
      "start": 835.36,
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      "text": "你會比較容易去看跟判斷要怎麼做",
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    {
      "start": 840.22,
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      "text": "所以我會建議你們雲端硬碟應用程式",
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    {
      "start": 842.52,
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      "text": "所以他是可以整理雲端硬碟的檔案",
      "chunk": 1,
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    {
      "start": 845.34,
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      "text": "好那這邊有人怕Google的資安",
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    {
      "start": 847.9,
      "end": 850.2,
      "text": "確實啦我也是有點害怕",
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    {
      "start": 850.46,
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      "text": "因為Google給人家有一點點不可靠的感覺",
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    {
      "start": 854.82,
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      "text": "所以我也是怕怕的",
      "chunk": 1,
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    {
      "start": 856.36,
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      "text": "好那這個雲端硬碟檔案的部分就先這樣",
      "chunk": 1,
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    },
    {
      "start": 859.94,
      "end": 862.5,
      "text": "那我們接下來再看另外一個",
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      "no_speech_prob": 1.4176575711954964e-11,
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    {
      "start": 862.5,
      "end": 865.06,
      "text": "所以接下來你就是可以再開另外一個",
      "chunk": 1,
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    },
    {
      "start": 865.06,
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      "text": "這邊有沒有一個工作",
      "chunk": 1,
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    },
    {
      "start": 866.58,
      "end": 868.26,
      "text": "切一個新的工作",
      "chunk": 1,
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      "no_speech_prob": 2.7966712279337003e-11,
      "compression_ratio": 1.4509803921568627,
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    {
      "start": 868.26,
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      "text": "那切新的工作的話",
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    {
      "start": 869.42,
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      "text": "你只要在這邊跟他講就好了",
      "chunk": 1,
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    },
    {
      "start": 870.8,
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      "text": "所以對話就是一個對話",
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    {
      "start": 872.5,
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      "text": "就是一個工作",
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    {
      "start": 873.34,
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      "text": "你要換新的工作",
      "chunk": 1,
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      "no_speech_prob": 2.7966712279337003e-11,
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    },
    {
      "start": 874.36,
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      "text": "你就說一個新對話",
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    },
    {
      "start": 876.0,
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      "text": "好",
      "chunk": 1,
      "language": "zh",
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      "no_speech_prob": 2.7966712279337003e-11,
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    },
    {
      "start": 876.56,
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      "text": "來",
      "chunk": 1,
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      "avg_logprob": -0.13310745879486724,
      "no_speech_prob": 2.7966712279337003e-11,
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    },
    {
      "start": 877.24,
      "end": 879.46,
      "text": "他是可以上網搜尋",
      "chunk": 1,
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      "compression_ratio": 1.4509803921568627,
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    },
    {
      "start": 879.46,
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      "text": "幫我上網搜尋",
      "chunk": 1,
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      "avg_logprob": -0.13310745879486724,
      "no_speech_prob": 2.7966712279337003e-11,
      "compression_ratio": 1.4509803921568627,
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    },
    {
      "start": 881.06,
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      "text": "目前Google裡面的Spark",
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    },
    {
      "start": 883.56,
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      "text": "最新的資訊",
      "chunk": 1,
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    },
    {
      "start": 885.76,
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      "text": "還有最新的功能",
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    },
    {
      "start": 887.1,
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      "text": "包含有中等教育",
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      "no_speech_prob": 2.7966712279337003e-11,
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    },
    {
      "start": 889.84,
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      "text": "或是在教育現場",
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    {
      "start": 891.58,
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      "text": "有老師拿Spark",
      "chunk": 1,
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      "avg_logprob": -0.13310745879486724,
      "no_speech_prob": 2.7966712279337003e-11,
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    },
    {
      "start": 893.16,
      "end": 895.94,
      "text": "做教學運用的相關資料",
      "chunk": 1,
      "language": "zh",
      "avg_logprob": -0.10945236922910549,
      "no_speech_prob": 1.6835118368807578e-11,
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    },
    {
      "start": 895.94,
      "end": 897.2,
      "text": "如果沒有的話",
      "chunk": 1,
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      "avg_logprob": -0.10945236922910549,
      "no_speech_prob": 1.6835118368807578e-11,
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    },
    {
      "start": 897.2,
      "end": 898.92,
      "text": "你也根據你找到的資料",
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      "no_speech_prob": 1.6835118368807578e-11,
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    },
    {
      "start": 898.92,
      "end": 901.2,
      "text": "幫我去思考一下",
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      "avg_logprob": -0.10945236922910549,
      "no_speech_prob": 1.6835118368807578e-11,
      "compression_ratio": 1.4146341463414633,
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    },
    {
      "start": 901.2,
      "end": 903.84,
      "text": "如何應用在中等教育",
      "chunk": 1,
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      "no_speech_prob": 1.6835118368807578e-11,
      "compression_ratio": 1.4146341463414633,
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    },
    {
      "start": 903.84,
      "end": 906.5,
      "text": "或者是在我們臺灣的教學現場",
      "chunk": 1,
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      "no_speech_prob": 1.6835118368807578e-11,
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    },
    {
      "start": 906.5,
      "end": 907.84,
      "text": "可以怎麼去應用",
      "chunk": 1,
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      "no_speech_prob": 1.6835118368807578e-11,
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    {
      "start": 907.84,
      "end": 909.42,
      "text": "將你找到的資料",
      "chunk": 1,
      "language": "zh",
      "avg_logprob": -0.10945236922910549,
      "no_speech_prob": 1.6835118368807578e-11,
      "compression_ratio": 1.4146341463414633,
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    },
    {
      "start": 909.42,
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      "text": "或是你生成的資料",
      "chunk": 1,
      "language": "zh",
      "avg_logprob": -0.10945236922910549,
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    },
    {
      "start": 911.24,
      "end": 914.76,
      "text": "存在2026 Spark資料夾裡面",
      "chunk": 1,
      "language": "zh",
      "avg_logprob": -0.10945236922910549,
      "no_speech_prob": 1.6835118368807578e-11,
      "compression_ratio": 1.4146341463414633,
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    },
    {
      "start": 914.76,
      "end": 916.72,
      "text": "另外新增一個資料夾",
      "chunk": 1,
      "language": "zh",
      "avg_logprob": -0.10945236922910549,
      "no_speech_prob": 1.6835118368807578e-11,
      "compression_ratio": 1.4146341463414633,
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    },
    {
      "start": 916.72,
      "end": 919.04,
      "text": "叫做Spark教學應用",
      "chunk": 1,
      "language": "zh",
      "avg_logprob": -0.10945236922910549,
      "no_speech_prob": 1.6835118368807578e-11,
      "compression_ratio": 1.4146341463414633,
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    },
    {
      "start": 919.04,
      "end": 922.06,
      "text": "將資料存在這個資料夾裡面",
      "chunk": 1,
      "language": "zh",
      "avg_logprob": -0.10945236922910549,
      "no_speech_prob": 1.6835118368807578e-11,
      "compression_ratio": 1.4146341463414633,
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    },
    {
      "start": 922.06,
      "end": 925.42,
      "text": "資料的話必須要有三種型別",
      "chunk": 1,
      "language": "zh",
      "avg_logprob": -0.09758789256467658,
      "no_speech_prob": 1.1033713005759171e-11,
      "compression_ratio": 1.4246575342465753,
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    },
    {
      "start": 925.42,
      "end": 929.32,
      "text": "第一種型別是Google Document的檔案資料",
      "chunk": 1,
      "language": "zh",
      "avg_logprob": -0.09758789256467658,
      "no_speech_prob": 1.1033713005759171e-11,
      "compression_ratio": 1.4246575342465753,
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    },
    {
      "start": 929.32,
      "end": 932.68,
      "text": "第二種型別是我們的Google Slide",
      "chunk": 1,
      "language": "zh",
      "avg_logprob": -0.09758789256467658,
      "no_speech_prob": 1.1033713005759171e-11,
      "compression_ratio": 1.4246575342465753,
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    },
    {
      "start": 932.68,
      "end": 934.74,
      "text": "你根據搜尋到的資料",
      "chunk": 1,
      "language": "zh",
      "avg_logprob": -0.09758789256467658,
      "no_speech_prob": 1.1033713005759171e-11,
      "compression_ratio": 1.4246575342465753,
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    },
    {
      "start": 934.74,
      "end": 937.74,
      "text": "幫我做成一份Google Slide的簡報",
      "chunk": 1,
      "language": "zh",
      "avg_logprob": -0.09758789256467658,
      "no_speech_prob": 1.1033713005759171e-11,
      "compression_ratio": 1.4246575342465753,
      "source": "whisper"
    },
    {
      "start": 937.74,
      "end": 941.18,
      "text": "第三種型別是Google Sheet試算表",
      "chunk": 1,
      "language": "zh",
      "avg_logprob": -0.09758789256467658,
      "no_speech_prob": 1.1033713005759171e-11,
      "compression_ratio": 1.4246575342465753,
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    },
    {
      "start": 941.18,
      "end": 944.08,
      "text": "你將搜尋到的資料分類",
      "chunk": 1,
      "language": "zh",
      "avg_logprob": -0.09758789256467658,
      "no_speech_prob": 1.1033713005759171e-11,
      "compression_ratio": 1.4246575342465753,
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    },
    {
      "start": 944.08,
      "end": 947.36,
      "text": "按照你認為的專案做分類",
      "chunk": 1,
      "language": "zh",
      "avg_logprob": -0.09758789256467658,
      "no_speech_prob": 1.1033713005759171e-11,
      "compression_ratio": 1.4246575342465753,
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    },
    {
      "start": 947.36,
      "end": 949.18,
      "text": "存到試算表裡面",
      "chunk": 1,
      "language": "zh",
      "avg_logprob": -0.09758789256467658,
      "no_speech_prob": 1.1033713005759171e-11,
      "compression_ratio": 1.4246575342465753,
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    },
    {
      "start": 949.18,
      "end": 952.48,
      "text": "未來我要拿這份試算表去做別的應用",
      "chunk": 1,
      "language": "zh",
      "avg_logprob": -0.2944241870533336,
      "no_speech_prob": 8.52993283645409e-12,
      "compression_ratio": 0.9705882352941176,
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    },
    {
      "start": 952.48,
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      "text": "好 所以它既然是aging的話",
      "chunk": 1,
      "language": "zh",
      "avg_logprob": -0.2944241870533336,
      "no_speech_prob": 8.52993283645409e-12,
      "compression_ratio": 0.9705882352941176,
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    },
    {
      "start": 954.98,
      "end": 959.74,
      "text": "你也可以把它拿來做很多個步驟的工作",
      "chunk": 1,
      "language": "zh",
      "avg_logprob": -0.2944241870533336,
      "no_speech_prob": 8.52993283645409e-12,
      "compression_ratio": 0.9705882352941176,
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    },
    {
      "start": 960.0,
      "end": 961.62,
      "text": "所以我請它先上網搜尋",
      "chunk": 2,
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      "avg_logprob": -0.18636840461884568,
      "no_speech_prob": 1.899987805975556e-11,
      "compression_ratio": 1.2566666666666666,
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    },
    {
      "start": 961.62,
      "end": 964.12,
      "text": "然後叫它存在",
      "chunk": 2,
      "language": "zh",
      "avg_logprob": -0.18636840461884568,
      "no_speech_prob": 1.899987805975556e-11,
      "compression_ratio": 1.2566666666666666,
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    },
    {
      "start": 964.12,
      "end": 965.4,
      "text": "2026 Spark",
      "chunk": 2,
      "language": "zh",
      "avg_logprob": -0.18636840461884568,
      "no_speech_prob": 1.899987805975556e-11,
      "compression_ratio": 1.2566666666666666,
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    },
    {
      "start": 965.4,
      "end": 966.66,
      "text": "這個資料夾裡面",
      "chunk": 2,
      "language": "zh",
      "avg_logprob": -0.18636840461884568,
      "no_speech_prob": 1.899987805975556e-11,
      "compression_ratio": 1.2566666666666666,
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    },
    {
      "start": 966.66,
      "end": 968.26,
      "text": "然後另外新增一個",
      "chunk": 2,
      "language": "zh",
      "avg_logprob": -0.18636840461884568,
      "no_speech_prob": 1.899987805975556e-11,
      "compression_ratio": 1.2566666666666666,
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    },
    {
      "start": 968.26,
      "end": 970.08,
      "text": "名為Spark教學應用的",
      "chunk": 2,
      "language": "zh",
      "avg_logprob": -0.18636840461884568,
      "no_speech_prob": 1.899987805975556e-11,
      "compression_ratio": 1.2566666666666666,
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    },
    {
      "start": 970.08,
      "end": 971.0,
      "text": "紙資料夾",
      "chunk": 2,
      "language": "zh",
      "avg_logprob": -0.18636840461884568,
      "no_speech_prob": 1.899987805975556e-11,
      "compression_ratio": 1.2566666666666666,
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    },
    {
      "start": 971.0,
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      "text": "好 有一個Google Document",
      "chunk": 2,
      "language": "zh",
      "avg_logprob": -0.18636840461884568,
      "no_speech_prob": 1.899987805975556e-11,
      "compression_ratio": 1.2566666666666666,
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    },
    {
      "start": 972.72,
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      "text": "Google Slides",
      "chunk": 2,
      "language": "zh",
      "avg_logprob": -0.18636840461884568,
      "no_speech_prob": 1.899987805975556e-11,
      "compression_ratio": 1.2566666666666666,
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    },
    {
      "start": 973.42,
      "end": 974.38,
      "text": "Google試算表",
      "chunk": 2,
      "language": "zh",
      "avg_logprob": -0.18636840461884568,
      "no_speech_prob": 1.899987805975556e-11,
      "compression_ratio": 1.2566666666666666,
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    },
    {
      "start": 974.38,
      "end": 975.38,
      "text": "好 提交",
      "chunk": 2,
      "language": "zh",
      "avg_logprob": -0.23947284335181826,
      "no_speech_prob": 1.5204018599668245e-11,
      "compression_ratio": 1.3111888111888113,
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    },
    {
      "start": 975.38,
      "end": 978.98,
      "text": "所以他就會新開一個對話去做這件事",
      "chunk": 2,
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      "avg_logprob": -0.23947284335181826,
      "no_speech_prob": 1.5204018599668245e-11,
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    },
    {
      "start": 978.98,
      "end": 981.38,
      "text": "所以你看他是可以上網搜尋",
      "chunk": 2,
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      "avg_logprob": -0.23947284335181826,
      "no_speech_prob": 1.5204018599668245e-11,
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    },
    {
      "start": 981.38,
      "end": 982.38,
      "text": "大家有看到嗎",
      "chunk": 2,
      "language": "zh",
      "avg_logprob": -0.23947284335181826,
      "no_speech_prob": 1.5204018599668245e-11,
      "compression_ratio": 1.3111888111888113,
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    },
    {
      "start": 982.38,
      "end": 983.88,
      "text": "他就開始去找",
      "chunk": 2,
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      "avg_logprob": -0.23947284335181826,
      "no_speech_prob": 1.5204018599668245e-11,
      "compression_ratio": 1.3111888111888113,
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    },
    {
      "start": 983.88,
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      "text": "有點像是Deep Research",
      "chunk": 2,
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      "no_speech_prob": 1.5204018599668245e-11,
      "compression_ratio": 1.3111888111888113,
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    },
    {
      "start": 985.88,
      "end": 988.38,
      "text": "但是沒有Deep Research那麼詳細",
      "chunk": 2,
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      "no_speech_prob": 1.5204018599668245e-11,
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    },
    {
      "start": 988.38,
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      "text": "就是一般我們的Google Search",
      "chunk": 2,
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      "no_speech_prob": 1.5204018599668245e-11,
      "compression_ratio": 1.3111888111888113,
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    },
    {
      "start": 990.38,
      "end": 991.88,
      "text": "他要去找一些相關的資料",
      "chunk": 2,
      "language": "zh",
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      "no_speech_prob": 1.5204018599668245e-11,
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    },
    {
      "start": 991.88,
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      "text": "好 那你如果要使用Deep Research的話",
      "chunk": 2,
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    },
    {
      "start": 995.88,
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      "text": "可能要去Gemini那邊使用",
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    },
    {
      "start": 999.38,
      "end": 1001.38,
      "text": "所以這個地方的話",
      "chunk": 2,
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    },
    {
      "start": 1001.38,
      "end": 1002.88,
      "text": "上次我有試過",
      "chunk": 2,
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      "avg_logprob": -0.23947284335181826,
      "no_speech_prob": 1.5204018599668245e-11,
      "compression_ratio": 1.3111888111888113,
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    },
    {
      "start": 1002.88,
      "end": 1004.88,
      "text": "就是 Deep Research 的話",
      "chunk": 2,
      "language": "zh",
      "avg_logprob": -0.2536690606011285,
      "no_speech_prob": 1.6248294376630668e-11,
      "compression_ratio": 1.4324324324324325,
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    },
    {
      "start": 1004.88,
      "end": 1007.62,
      "text": "我有跟他講說用 Deep Research 但他找到資料",
      "chunk": 2,
      "language": "zh",
      "avg_logprob": -0.2536690606011285,
      "no_speech_prob": 1.6248294376630668e-11,
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    },
    {
      "start": 1007.62,
      "end": 1011.12,
      "text": "沒有在 Gemini 那邊的 Deep Research 那麼的詳細",
      "chunk": 2,
      "language": "zh",
      "avg_logprob": -0.2536690606011285,
      "no_speech_prob": 1.6248294376630668e-11,
      "compression_ratio": 1.4324324324324325,
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    },
    {
      "start": 1011.12,
      "end": 1015.18,
      "text": "所以我覺得可能有刻意的去做一個分流",
      "chunk": 2,
      "language": "zh",
      "avg_logprob": -0.2536690606011285,
      "no_speech_prob": 1.6248294376630668e-11,
      "compression_ratio": 1.4324324324324325,
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    },
    {
      "start": 1015.18,
      "end": 1018.32,
      "text": "就是你要 Deep Research 還是要回到 Gemini 的使用",
      "chunk": 2,
      "language": "zh",
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      "no_speech_prob": 1.6248294376630668e-11,
      "compression_ratio": 1.4324324324324325,
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    },
    {
      "start": 1018.32,
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      "text": "但是一般的上網搜尋是沒有問題",
      "chunk": 2,
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      "no_speech_prob": 1.6248294376630668e-11,
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    },
    {
      "start": 1021.12,
      "end": 1023.04,
      "text": "他可以上網去搜尋資料",
      "chunk": 2,
      "language": "zh",
      "avg_logprob": -0.2536690606011285,
      "no_speech_prob": 1.6248294376630668e-11,
      "compression_ratio": 1.4324324324324325,
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    },
    {
      "start": 1023.04,
      "end": 1025.62,
      "text": "好 所以他也去",
      "chunk": 2,
      "language": "zh",
      "avg_logprob": -0.2536690606011285,
      "no_speech_prob": 1.6248294376630668e-11,
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    },
    {
      "start": 1025.62,
      "end": 1029.74,
      "text": "所以你會看到他一個多步驟的 Aging 的應用",
      "chunk": 2,
      "language": "zh",
      "avg_logprob": -0.2536690606011285,
      "no_speech_prob": 1.6248294376630668e-11,
      "compression_ratio": 1.4324324324324325,
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    },
    {
      "start": 1029.74,
      "end": 1032.54,
      "text": "他並不是像我們的 Gemini",
      "chunk": 2,
      "language": "zh",
      "avg_logprob": -0.2536690606011285,
      "no_speech_prob": 1.6248294376630668e-11,
      "compression_ratio": 1.4324324324324325,
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    },
    {
      "start": 1032.54,
      "end": 1034.84,
      "text": "你講了一句話他只會做一件事",
      "chunk": 2,
      "language": "zh",
      "avg_logprob": -0.2498417208271642,
      "no_speech_prob": 1.4227658114152053e-11,
      "compression_ratio": 1.249084249084249,
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    },
    {
      "start": 1034.84,
      "end": 1040.48,
      "text": "那你看喔 這邊的話我是可以再跟他對話的",
      "chunk": 2,
      "language": "zh",
      "avg_logprob": -0.2498417208271642,
      "no_speech_prob": 1.4227658114152053e-11,
      "compression_ratio": 1.249084249084249,
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    },
    {
      "start": 1040.48,
      "end": 1043.54,
      "text": "好 但是因為我沒有事情可以做了",
      "chunk": 2,
      "language": "zh",
      "avg_logprob": -0.2498417208271642,
      "no_speech_prob": 1.4227658114152053e-11,
      "compression_ratio": 1.249084249084249,
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    },
    {
      "start": 1043.54,
      "end": 1045.34,
      "text": "就像 OK 好",
      "chunk": 2,
      "language": "zh",
      "avg_logprob": -0.2498417208271642,
      "no_speech_prob": 1.4227658114152053e-11,
      "compression_ratio": 1.249084249084249,
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    },
    {
      "start": 1045.34,
      "end": 1047.54,
      "text": "所以我們讓他上網搜尋",
      "chunk": 2,
      "language": "zh",
      "avg_logprob": -0.2498417208271642,
      "no_speech_prob": 1.4227658114152053e-11,
      "compression_ratio": 1.249084249084249,
      "source": "whisper"
    },
    {
      "start": 1047.54,
      "end": 1049.44,
      "text": "然後去找資料",
      "chunk": 2,
      "language": "zh",
      "avg_logprob": -0.2498417208271642,
      "no_speech_prob": 1.4227658114152053e-11,
      "compression_ratio": 1.249084249084249,
      "source": "whisper"
    },
    {
      "start": 1049.44,
      "end": 1051.48,
      "text": "看一下喔 這邊網頁",
      "chunk": 2,
      "language": "zh",
      "avg_logprob": -0.2498417208271642,
      "no_speech_prob": 1.4227658114152053e-11,
      "compression_ratio": 1.249084249084249,
      "source": "whisper"
    },
    {
      "start": 1051.48,
      "end": 1054.3,
      "text": "好 我使用的語音輸入是Tabless",
      "chunk": 2,
      "language": "zh",
      "avg_logprob": -0.2498417208271642,
      "no_speech_prob": 1.4227658114152053e-11,
      "compression_ratio": 1.249084249084249,
      "source": "whisper"
    },
    {
      "start": 1054.3,
      "end": 1060.7,
      "text": "那Alan老師你就自己去Google搜尋一下Tabless語音輸入的工具名字",
      "chunk": 2,
      "language": "zh",
      "avg_logprob": -0.2498417208271642,
      "no_speech_prob": 1.4227658114152053e-11,
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    {
      "start": 1060.7,
      "end": 1062.7,
      "text": "那就會有相關的資訊",
      "chunk": 2,
      "language": "zh",
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      "no_speech_prob": 1.8054283762447554e-11,
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    },
    {
      "start": 1062.7,
      "end": 1064.2,
      "text": "你在自行斟酌",
      "chunk": 2,
      "language": "zh",
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    },
    {
      "start": 1064.2,
      "end": 1065.7,
      "text": "所以到目前為止",
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    {
      "start": 1065.7,
      "end": 1067.7,
      "text": "你覺得SPARK好用嗎?",
      "chunk": 2,
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      "no_speech_prob": 1.8054283762447554e-11,
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    {
      "start": 1067.7,
      "end": 1069.7,
      "text": "你覺得SPARK目前為止",
      "chunk": 2,
      "language": "zh",
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      "no_speech_prob": 1.8054283762447554e-11,
      "compression_ratio": 1.3509933774834437,
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    },
    {
      "start": 1069.7,
      "end": 1070.7,
      "text": "So far so good",
      "chunk": 2,
      "language": "zh",
      "avg_logprob": -0.18996780797054894,
      "no_speech_prob": 1.8054283762447554e-11,
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    },
    {
      "start": 1070.7,
      "end": 1072.2,
      "text": "目前為止還不錯的",
      "chunk": 2,
      "language": "zh",
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      "no_speech_prob": 1.8054283762447554e-11,
      "compression_ratio": 1.3509933774834437,
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    },
    {
      "start": 1072.2,
      "end": 1073.7,
      "text": "幫我打一個6好不好",
      "chunk": 2,
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      "avg_logprob": -0.18996780797054894,
      "no_speech_prob": 1.8054283762447554e-11,
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    },
    {
      "start": 1073.7,
      "end": 1076.2,
      "text": "Alan老師免費版可以用",
      "chunk": 2,
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      "no_speech_prob": 1.8054283762447554e-11,
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    },
    {
      "start": 1076.2,
      "end": 1078.7,
      "text": "那所有的工具當然免費付費",
      "chunk": 2,
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      "no_speech_prob": 1.8054283762447554e-11,
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    },
    {
      "start": 1078.7,
      "end": 1080.7,
      "text": "就是免費的話",
      "chunk": 2,
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    },
    {
      "start": 1080.7,
      "end": 1083.2,
      "text": "都是給一個一定量的額度啦",
      "chunk": 2,
      "language": "zh",
      "avg_logprob": -0.18996780797054894,
      "no_speech_prob": 1.8054283762447554e-11,
      "compression_ratio": 1.3509933774834437,
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    },
    {
      "start": 1083.2,
      "end": 1085.2,
      "text": "然後你用到差不多之後",
      "chunk": 2,
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      "avg_logprob": -0.18996780797054894,
      "no_speech_prob": 1.8054283762447554e-11,
      "compression_ratio": 1.3509933774834437,
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    },
    {
      "start": 1085.2,
      "end": 1087.2,
      "text": "額度用完可能就需要付",
      "chunk": 2,
      "language": "zh",
      "avg_logprob": -0.18996780797054894,
      "no_speech_prob": 1.8054283762447554e-11,
      "compression_ratio": 1.3509933774834437,
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    },
    {
      "start": 1087.2,
      "end": 1088.2,
      "text": "那目前的話",
      "chunk": 2,
      "language": "zh",
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      "no_speech_prob": 1.8054283762447554e-11,
      "compression_ratio": 1.3509933774834437,
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    },
    {
      "start": 1088.2,
      "end": 1090.2,
      "text": "免費版本我覺得還蠻夠用的",
      "chunk": 2,
      "language": "zh",
      "avg_logprob": -0.18996780797054894,
      "no_speech_prob": 1.8054283762447554e-11,
      "compression_ratio": 1.3509933774834437,
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    },
    {
      "start": 1090.2,
      "end": 1097.2,
      "text": "陳佩豪 陳佩豪9986老師",
      "chunk": 2,
      "language": "zh",
      "avg_logprob": -0.2607651120140439,
      "no_speech_prob": 1.3790335193220038e-11,
      "compression_ratio": 1.2376681614349776,
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    },
    {
      "start": 1097.2,
      "end": 1106.2,
      "text": "應該說大部分 Antigrity 能做的事應該都可以cover掉這個Spark",
      "chunk": 2,
      "language": "zh",
      "avg_logprob": -0.2607651120140439,
      "no_speech_prob": 1.3790335193220038e-11,
      "compression_ratio": 1.2376681614349776,
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    },
    {
      "start": 1106.2,
      "end": 1111.2,
      "text": "那Spark的話 優點是他串生態系這件事很容易",
      "chunk": 2,
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      "avg_logprob": -0.2607651120140439,
      "no_speech_prob": 1.3790335193220038e-11,
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    },
    {
      "start": 1111.2,
      "end": 1115.2,
      "text": "可是你在 Antigrity 要串生態系比較麻煩一點",
      "chunk": 2,
      "language": "zh",
      "avg_logprob": -0.2607651120140439,
      "no_speech_prob": 1.3790335193220038e-11,
      "compression_ratio": 1.2376681614349776,
      "source": "whisper"
    },
    {
      "start": 1115.2,
      "end": 1119.2,
      "text": "例如你在 Antigrity 要串Gmail跟 Calendar 有點麻煩",
      "chunk": 2,
      "language": "zh",
      "avg_logprob": -0.2607651120140439,
      "no_speech_prob": 1.3790335193220038e-11,
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    },
    {
      "start": 1119.2,
      "end": 1121.2,
      "text": "有點麻煩",
      "chunk": 2,
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    {
      "start": 1121.2,
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      "text": "那Spark的話再串就很容易",
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    {
      "start": 1123.2,
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      "text": "那再來就是排程跟輪巡",
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    },
    {
      "start": 1125.2,
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      "text": "在Spark裡面是它的優勢",
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    },
    {
      "start": 1128.2,
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      "text": "所以我不敢說完全取代",
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    {
      "start": 1131.2,
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      "text": "但是應該說他們的功能不一樣",
      "chunk": 2,
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      "text": "功能不一樣 但它擅長的",
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      "avg_logprob": -0.17660510940039717,
      "no_speech_prob": 2.9057728445636144e-11,
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    },
    {
      "start": 1137.2,
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      "text": "所以Antiquity就是本地的A群",
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      "language": "zh",
      "avg_logprob": -0.17660510940039717,
      "no_speech_prob": 2.9057728445636144e-11,
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    },
    {
      "start": 1139.2,
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      "text": "那Spark是雲端的A群",
      "chunk": 2,
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    },
    {
      "start": 1141.2,
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      "text": "雲端A群的話當然它擅長",
      "chunk": 2,
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      "no_speech_prob": 2.9057728445636144e-11,
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    },
    {
      "start": 1143.2,
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      "text": "所以呢 你把電腦關上之後",
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      "no_speech_prob": 2.9057728445636144e-11,
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    {
      "start": 1145.2,
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      "text": "Spark仍然可以去工作",
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    {
      "start": 1147.2,
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      "text": "因為它是雲端的",
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    {
      "start": 1149.2,
      "end": 1150.44,
      "text": "它仍然在工作",
      "chunk": 2,
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    {
      "start": 1150.44,
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      "text": "可是 Antiquity 不行",
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    {
      "start": 1151.8,
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      "text": "你把電腦關掉它是不能",
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    {
      "start": 1153.36,
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      "text": "所以我不能夠說完全取代",
      "chunk": 2,
      "language": "zh",
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      "no_speech_prob": 2.9974793480658235e-11,
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    },
    {
      "start": 1156.44,
      "end": 1159.04,
      "text": "應該說每個工具都有每個工具它擅長",
      "chunk": 2,
      "language": "zh",
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      "no_speech_prob": 2.9974793480658235e-11,
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    {
      "start": 1159.04,
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      "text": "Spark 擅長的就是",
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      "no_speech_prob": 2.9974793480658235e-11,
      "compression_ratio": 1.2459546925566343,
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    },
    {
      "start": 1160.56,
      "end": 1162.4,
      "text": "排程 輪詢",
      "chunk": 2,
      "language": "zh",
      "avg_logprob": -0.3354027557373047,
      "no_speech_prob": 2.9974793480658235e-11,
      "compression_ratio": 1.2459546925566343,
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    },
    {
      "start": 1162.4,
      "end": 1164.6,
      "text": "然後雲端 串流",
      "chunk": 2,
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      "no_speech_prob": 2.9974793480658235e-11,
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    },
    {
      "start": 1164.6,
      "end": 1166.24,
      "text": "串接 Google 生態系",
      "chunk": 2,
      "language": "zh",
      "avg_logprob": -0.3354027557373047,
      "no_speech_prob": 2.9974793480658235e-11,
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    },
    {
      "start": 1166.24,
      "end": 1167.16,
      "text": "這它的優點",
      "chunk": 2,
      "language": "zh",
      "avg_logprob": -0.3354027557373047,
      "no_speech_prob": 2.9974793480658235e-11,
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    },
    {
      "start": 1167.16,
      "end": 1171.24,
      "text": "那它當然跟我們的其他的主流 Aging 比起來",
      "chunk": 2,
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      "avg_logprob": -0.3354027557373047,
      "no_speech_prob": 2.9974793480658235e-11,
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    },
    {
      "start": 1171.24,
      "end": 1172.84,
      "text": "很多事情是做不到的",
      "chunk": 2,
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    },
    {
      "start": 1172.84,
      "end": 1177.84,
      "text": "所以比如說它觸碰不到你的本地的電腦的檔案",
      "chunk": 2,
      "language": "zh",
      "avg_logprob": -0.3354027557373047,
      "no_speech_prob": 2.9974793480658235e-11,
      "compression_ratio": 1.2459546925566343,
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    },
    {
      "start": 1177.84,
      "end": 1180.54,
      "text": "再來Office的三件套",
      "chunk": 2,
      "language": "zh",
      "avg_logprob": -0.31459718238650347,
      "no_speech_prob": 1.833581203536383e-11,
      "compression_ratio": 1.182509505703422,
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    },
    {
      "start": 1180.54,
      "end": 1181.68,
      "text": "他也不太行",
      "chunk": 2,
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      "no_speech_prob": 1.833581203536383e-11,
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    },
    {
      "start": 1181.68,
      "end": 1185.28,
      "text": "所以他也不能處理像Word Excel PowerPoint",
      "chunk": 2,
      "language": "zh",
      "avg_logprob": -0.31459718238650347,
      "no_speech_prob": 1.833581203536383e-11,
      "compression_ratio": 1.182509505703422,
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    },
    {
      "start": 1185.28,
      "end": 1186.38,
      "text": "他能讀",
      "chunk": 2,
      "language": "zh",
      "avg_logprob": -0.31459718238650347,
      "no_speech_prob": 1.833581203536383e-11,
      "compression_ratio": 1.182509505703422,
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    },
    {
      "start": 1186.38,
      "end": 1189.14,
      "text": "但是他不太能改跟生成",
      "chunk": 2,
      "language": "zh",
      "avg_logprob": -0.31459718238650347,
      "no_speech_prob": 1.833581203536383e-11,
      "compression_ratio": 1.182509505703422,
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    },
    {
      "start": 1189.14,
      "end": 1191.8,
      "text": "所以每個工具擅長",
      "chunk": 2,
      "language": "zh",
      "avg_logprob": -0.31459718238650347,
      "no_speech_prob": 1.833581203536383e-11,
      "compression_ratio": 1.182509505703422,
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    },
    {
      "start": 1191.8,
      "end": 1193.48,
      "text": "我認為Spark的價值",
      "chunk": 2,
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      "avg_logprob": -0.31459718238650347,
      "no_speech_prob": 1.833581203536383e-11,
      "compression_ratio": 1.182509505703422,
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    },
    {
      "start": 1193.48,
      "end": 1197.64,
      "text": "在於說他能夠串流Google生態系工具",
      "chunk": 2,
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      "no_speech_prob": 1.833581203536383e-11,
      "compression_ratio": 1.182509505703422,
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    },
    {
      "start": 1197.64,
      "end": 1199.34,
      "text": "他能夠在雲端",
      "chunk": 2,
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      "no_speech_prob": 1.833581203536383e-11,
      "compression_ratio": 1.182509505703422,
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    },
    {
      "start": 1199.34,
      "end": 1201.74,
      "text": "你不用開電腦他也能工作",
      "chunk": 2,
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    },
    {
      "start": 1201.74,
      "end": 1203.8,
      "text": "再來排程輪詢",
      "chunk": 2,
      "language": "zh",
      "avg_logprob": -0.31459718238650347,
      "no_speech_prob": 1.833581203536383e-11,
      "compression_ratio": 1.182509505703422,
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    {
      "start": 1203.8,
      "end": 1205.84,
      "text": "這東西是他的優勢",
      "chunk": 2,
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      "no_speech_prob": 1.833581203536383e-11,
      "compression_ratio": 1.182509505703422,
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    {
      "start": 1205.84,
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      "text": "那我覺得我們就善用它的優勢就好了",
      "chunk": 2,
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      "no_speech_prob": 2.021496685322699e-11,
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    {
      "start": 1208.6,
      "end": 1210.6,
      "text": "那其他事情",
      "chunk": 2,
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      "no_speech_prob": 2.021496685322699e-11,
      "compression_ratio": 1.3228070175438595,
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    },
    {
      "start": 1210.6,
      "end": 1211.98,
      "text": "我們不要妄想",
      "chunk": 2,
      "language": "zh",
      "avg_logprob": -0.3477500112433183,
      "no_speech_prob": 2.021496685322699e-11,
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    },
    {
      "start": 1211.98,
      "end": 1214.68,
      "text": "用Spark來去取代Cloud Code",
      "chunk": 2,
      "language": "zh",
      "avg_logprob": -0.3477500112433183,
      "no_speech_prob": 2.021496685322699e-11,
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    {
      "start": 1214.68,
      "end": 1216.2,
      "text": "或者是Codex",
      "chunk": 2,
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      "no_speech_prob": 2.021496685322699e-11,
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    },
    {
      "start": 1216.2,
      "end": 1217.48,
      "text": "或是Antigrating",
      "chunk": 2,
      "language": "zh",
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      "no_speech_prob": 2.021496685322699e-11,
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    },
    {
      "start": 1217.48,
      "end": 1218.08,
      "text": "那是不",
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    {
      "start": 1218.08,
      "end": 1219.34,
      "text": "所以我們就是",
      "chunk": 2,
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      "no_speech_prob": 2.021496685322699e-11,
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    },
    {
      "start": 1219.34,
      "end": 1221.1,
      "text": "發揮工具的優點",
      "chunk": 2,
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      "no_speech_prob": 2.021496685322699e-11,
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    },
    {
      "start": 1221.1,
      "end": 1222.58,
      "text": "每個工具的每個工具有優點",
      "chunk": 2,
      "language": "zh",
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      "no_speech_prob": 2.021496685322699e-11,
      "compression_ratio": 1.3228070175438595,
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    },
    {
      "start": 1222.58,
      "end": 1224.34,
      "text": "所以我一開頭就說了",
      "chunk": 2,
      "language": "zh",
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      "no_speech_prob": 2.021496685322699e-11,
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    },
    {
      "start": 1224.34,
      "end": 1225.88,
      "text": "應該是搭配",
      "chunk": 2,
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      "no_speech_prob": 2.021496685322699e-11,
      "compression_ratio": 1.3228070175438595,
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    },
    {
      "start": 1225.88,
      "end": 1227.08,
      "text": "那個Agin",
      "chunk": 2,
      "language": "zh",
      "avg_logprob": -0.3477500112433183,
      "no_speech_prob": 2.021496685322699e-11,
      "compression_ratio": 1.3228070175438595,
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    },
    {
      "start": 1227.08,
      "end": 1229.84,
      "text": "Spark搭配Agin是最佳組",
      "chunk": 2,
      "language": "zh",
      "avg_logprob": -0.3477500112433183,
      "no_speech_prob": 2.021496685322699e-11,
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    },
    {
      "start": 1229.84,
      "end": 1232.14,
      "text": "好所以你看他還正在做投影片",
      "chunk": 2,
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      "no_speech_prob": 2.021496685322699e-11,
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    },
    {
      "start": 1232.14,
      "end": 1234.0,
      "text": "那我們就拉跑",
      "chunk": 2,
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      "no_speech_prob": 2.021496685322699e-11,
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    },
    {
      "start": 1234.0,
      "end": 1235.0,
      "text": "我們先往下",
      "chunk": 2,
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      "no_speech_prob": 2.021496685322699e-11,
      "compression_ratio": 1.3228070175438595,
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    },
    {
      "start": 1235.0,
      "end": 1237.76,
      "text": "好 來 再往下的時候",
      "chunk": 2,
      "language": "zh",
      "avg_logprob": -0.41739738727438036,
      "no_speech_prob": 1.72953856097946e-11,
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    {
      "start": 1237.76,
      "end": 1239.56,
      "text": "因為我今天我要搭配的是",
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    },
    {
      "start": 1239.56,
      "end": 1240.84,
      "text": "呃...GAS",
      "chunk": 2,
      "language": "zh",
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      "no_speech_prob": 1.72953856097946e-11,
      "compression_ratio": 1.2417218543046358,
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    },
    {
      "start": 1240.84,
      "end": 1244.14,
      "text": "那GAS的話 你用 Gemini來寫",
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    {
      "start": 1244.14,
      "end": 1244.84,
      "text": "沒有問題",
      "chunk": 2,
      "language": "zh",
      "avg_logprob": -0.41739738727438036,
      "no_speech_prob": 1.72953856097946e-11,
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    {
      "start": 1244.84,
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      "text": "那Spark不行",
      "chunk": 2,
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    },
    {
      "start": 1246.04,
      "end": 1247.64,
      "text": "Spark不能寫GAS",
      "chunk": 2,
      "language": "zh",
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      "no_speech_prob": 1.72953856097946e-11,
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    },
    {
      "start": 1247.64,
      "end": 1249.24,
      "text": "就是真是很現實",
      "chunk": 2,
      "language": "zh",
      "avg_logprob": -0.41739738727438036,
      "no_speech_prob": 1.72953856097946e-11,
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    },
    {
      "start": 1249.24,
      "end": 1251.36,
      "text": "Spark不能夠寫",
      "chunk": 2,
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      "no_speech_prob": 1.72953856097946e-11,
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    },
    {
      "start": 1251.36,
      "end": 1253.56,
      "text": "它能夠寫程式 但是你也自己貼",
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      "no_speech_prob": 1.72953856097946e-11,
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    },
    {
      "start": 1253.56,
      "end": 1254.36,
      "text": "你也自己",
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    },
    {
      "start": 1254.36,
      "end": 1256.14,
      "text": "Spark也不能連 Notebook Ender",
      "chunk": 2,
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    },
    {
      "start": 1256.14,
      "end": 1257.8,
      "text": "所以很多事情就是",
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    },
    {
      "start": 1257.8,
      "end": 1260.06,
      "text": "不是大家想的那麼的美好",
      "chunk": 2,
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      "avg_logprob": -0.41739738727438036,
      "no_speech_prob": 1.72953856097946e-11,
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    },
    {
      "start": 1260.06,
      "end": 1262.96,
      "text": "Spark 串接 Google 生態 西式",
      "chunk": 2,
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      "avg_logprob": -0.41739738727438036,
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    },
    {
      "start": 1262.96,
      "end": 1264.24,
      "text": "我們的 Work Specs",
      "chunk": 2,
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      "no_speech_prob": 1.72953856097946e-11,
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    },
    {
      "start": 1264.24,
      "end": 1267.44,
      "text": "可是Notebook M的話是 Google的工具沒有錯",
      "chunk": 2,
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      "no_speech_prob": 1.7982138347805154e-11,
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    },
    {
      "start": 1267.44,
      "end": 1271.44,
      "text": "可是他不能夠算在他能串接的 Google 身材",
      "chunk": 2,
      "language": "zh",
      "avg_logprob": -0.32831460360823006,
      "no_speech_prob": 1.7982138347805154e-11,
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    },
    {
      "start": 1271.44,
      "end": 1274.24,
      "text": "所以你要串你的Spark要串Notebook M的話",
      "chunk": 2,
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      "no_speech_prob": 1.7982138347805154e-11,
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    },
    {
      "start": 1274.24,
      "end": 1274.94,
      "text": "現在是不一樣的",
      "chunk": 2,
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      "avg_logprob": -0.32831460360823006,
      "no_speech_prob": 1.7982138347805154e-11,
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    },
    {
      "start": 1274.94,
      "end": 1276.24,
      "text": "那我不確定以後行不行",
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      "no_speech_prob": 1.7982138347805154e-11,
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    },
    {
      "start": 1276.24,
      "end": 1277.04,
      "text": "但現在是不一樣的",
      "chunk": 2,
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    {
      "start": 1277.04,
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      "text": "好 所以你有Spark代表你有Google Pro訂閱嘛",
      "chunk": 2,
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      "no_speech_prob": 1.7982138347805154e-11,
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    },
    {
      "start": 1281.64,
      "end": 1285.24,
      "text": "所以我今天我就是拿 Antigrity 2來當做示範",
      "chunk": 2,
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      "avg_logprob": -0.32831460360823006,
      "no_speech_prob": 1.7982138347805154e-11,
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    },
    {
      "start": 1285.24,
      "end": 1289.44,
      "text": "你拿Codex 拿Cloud Code 拿Open Code 都是可以的",
      "chunk": 2,
      "language": "zh",
      "avg_logprob": -0.32831460360823006,
      "no_speech_prob": 1.7982138347805154e-11,
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    },
    {
      "start": 1289.44,
      "end": 1292.84,
      "text": "那我今天只是拿 Antigrity來做示範",
      "chunk": 2,
      "language": "zh",
      "avg_logprob": -0.32831460360823006,
      "no_speech_prob": 1.7982138347805154e-11,
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    },
    {
      "start": 1292.84,
      "end": 1294.84,
      "text": "是因為有Spark的老師",
      "chunk": 2,
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    {
      "start": 1294.84,
      "end": 1297.84,
      "text": "你一定都有Google Pro的訂閱",
      "chunk": 2,
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      "avg_logprob": -0.3076709078759262,
      "no_speech_prob": 1.3520753960882814e-11,
      "compression_ratio": 1.157258064516129,
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    },
    {
      "start": 1297.84,
      "end": 1299.84,
      "text": "那就將就點用啦",
      "chunk": 2,
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    },
    {
      "start": 1299.84,
      "end": 1304.34,
      "text": "幫我去找我的GitHub repo裡面有關於CLSP",
      "chunk": 2,
      "language": "zh",
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      "no_speech_prob": 1.3520753960882814e-11,
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    },
    {
      "start": 1304.34,
      "end": 1305.84,
      "text": "找到之後給我網址",
      "chunk": 2,
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      "no_speech_prob": 1.3520753960882814e-11,
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    {
      "start": 1305.84,
      "end": 1308.84,
      "text": "好 我這裡的話 我先新增一個專案",
      "chunk": 2,
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      "no_speech_prob": 1.3520753960882814e-11,
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    {
      "start": 1308.84,
      "end": 1312.34,
      "text": "專案的話 我們把它加到我們的2026 Spark裡面",
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    {
      "start": 1312.34,
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      "text": "好 OK 好 有",
      "chunk": 2,
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    {
      "start": 1313.84,
      "end": 1315.84,
      "text": "所以是這個 repo",
      "chunk": 2,
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    {
      "start": 1315.84,
      "end": 1317.08,
      "text": "那如果你要",
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    {
      "start": 1317.08,
      "end": 1319.84,
      "text": "你要能夠",
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    {
      "start": 1319.84,
      "end": 1321.54,
      "text": "很好的去",
      "chunk": 2,
      "language": "zh",
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      "no_speech_prob": 1.502668475761304e-11,
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    {
      "start": 1321.54,
      "end": 1323.06,
      "text": "使用Spark的話",
      "chunk": 2,
      "language": "zh",
      "avg_logprob": -0.17802160613390863,
      "no_speech_prob": 1.502668475761304e-11,
      "compression_ratio": 1.3381294964028776,
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    },
    {
      "start": 1323.06,
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      "text": "我個人建議就是搭配",
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      "no_speech_prob": 1.502668475761304e-11,
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    },
    {
      "start": 1324.9,
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      "text": "應該是目前比較有效率",
      "chunk": 2,
      "language": "zh",
      "avg_logprob": -0.17802160613390863,
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    {
      "start": 1327.72,
      "end": 1329.58,
      "text": "就是對老師們比較有效",
      "chunk": 2,
      "language": "zh",
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    },
    {
      "start": 1329.58,
      "end": 1331.9,
      "text": "因為老師們你們常常使用GIS",
      "chunk": 2,
      "language": "zh",
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    {
      "start": 1331.9,
      "end": 1333.98,
      "text": "然後你們是會收到資料",
      "chunk": 2,
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      "avg_logprob": -0.17802160613390863,
      "no_speech_prob": 1.502668475761304e-11,
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    },
    {
      "start": 1333.98,
      "end": 1336.46,
      "text": "收到資料會存到Google Sheet上面去",
      "chunk": 2,
      "language": "zh",
      "avg_logprob": -0.17802160613390863,
      "no_speech_prob": 1.502668475761304e-11,
      "compression_ratio": 1.3381294964028776,
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      "start": 1336.46,
      "end": 1339.3,
      "text": "那你的Spark是可以讀得到Google Sheet",
      "chunk": 2,
      "language": "zh",
      "avg_logprob": -0.17802160613390863,
      "no_speech_prob": 1.502668475761304e-11,
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    {
      "start": 1339.3,
      "end": 1340.9,
      "text": "所以我現在教大家",
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      "start": 1340.9,
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      "text": "你要先去連線你的GIS",
      "chunk": 2,
      "language": "zh",
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      "compression_ratio": 1.3381294964028776,
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    },
    {
      "start": 1343.6,
      "end": 1345.82,
      "text": "利用你的Agent連線GIS",
      "chunk": 2,
      "language": "zh",
      "avg_logprob": -0.17802160613390863,
      "no_speech_prob": 1.502668475761304e-11,
      "compression_ratio": 1.3381294964028776,
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    },
    {
      "start": 1345.82,
      "end": 1347.82,
      "text": "所以這邊的做法是",
      "chunk": 2,
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      "no_speech_prob": 1.6693941368162157e-11,
      "compression_ratio": 1.3963636363636365,
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    },
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      "start": 1347.82,
      "end": 1349.32,
      "text": "你有什麼agent都可以",
      "chunk": 2,
      "language": "zh",
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      "compression_ratio": 1.3963636363636365,
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    },
    {
      "start": 1349.32,
      "end": 1351.32,
      "text": "我們希望能夠少貼程式嘛",
      "chunk": 2,
      "language": "zh",
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      "no_speech_prob": 1.6693941368162157e-11,
      "compression_ratio": 1.3963636363636365,
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    },
    {
      "start": 1351.32,
      "end": 1353.82,
      "text": "所以呢我給大家這個report",
      "chunk": 2,
      "language": "zh",
      "avg_logprob": -0.2220810135798668,
      "no_speech_prob": 1.6693941368162157e-11,
      "compression_ratio": 1.3963636363636365,
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    },
    {
      "start": 1353.82,
      "end": 1356.82,
      "text": "這個report也會放在影片的說明欄",
      "chunk": 2,
      "language": "zh",
      "avg_logprob": -0.2220810135798668,
      "no_speech_prob": 1.6693941368162157e-11,
      "compression_ratio": 1.3963636363636365,
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    },
    {
      "start": 1356.82,
      "end": 1359.82,
      "text": "好我們將這個report的網址給他",
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      "no_speech_prob": 1.6693941368162157e-11,
      "compression_ratio": 1.3963636363636365,
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      "start": 1359.82,
      "end": 1361.82,
      "text": "你們在操作的時候網址給他",
      "chunk": 2,
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      "no_speech_prob": 1.6693941368162157e-11,
      "compression_ratio": 1.3963636363636365,
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    },
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      "start": 1361.82,
      "end": 1364.82,
      "text": "然後貼到你的agent裡面",
      "chunk": 2,
      "language": "zh",
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      "compression_ratio": 1.3963636363636365,
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    },
    {
      "start": 1364.82,
      "end": 1367.82,
      "text": "跟他講按照這個report的說明",
      "chunk": 2,
      "language": "zh",
      "avg_logprob": -0.2220810135798668,
      "no_speech_prob": 1.6693941368162157e-11,
      "compression_ratio": 1.3963636363636365,
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    },
    {
      "start": 1367.82,
      "end": 1369.82,
      "text": "幫我連線我的GAS",
      "chunk": 2,
      "language": "zh",
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      "no_speech_prob": 1.6693941368162157e-11,
      "compression_ratio": 1.3963636363636365,
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    },
    {
      "start": 1369.82,
      "end": 1370.82,
      "text": "好然後提交",
      "chunk": 2,
      "language": "zh",
      "avg_logprob": -0.2220810135798668,
      "no_speech_prob": 1.6693941368162157e-11,
      "compression_ratio": 1.3963636363636365,
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    },
    {
      "start": 1370.82,
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      "text": "所以你在你的agent裡面要先去做這件事",
      "chunk": 2,
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    },
    {
      "start": 1373.82,
      "end": 1377.12,
      "text": "那它會教你怎麼樣連線你的GIS",
      "chunk": 2,
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      "no_speech_prob": 2.729611502105822e-11,
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    },
    {
      "start": 1377.12,
      "end": 1381.62,
      "text": "我們透過CLASP這個工具來去連線你的CS",
      "chunk": 2,
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      "compression_ratio": 1.3344370860927153,
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    },
    {
      "start": 1381.62,
      "end": 1383.92,
      "text": "你今天拿任何的Agent都能夠",
      "chunk": 2,
      "language": "zh",
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      "no_speech_prob": 2.729611502105822e-11,
      "compression_ratio": 1.3344370860927153,
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    },
    {
      "start": 1383.92,
      "end": 1385.22,
      "text": "你用Codex也可以",
      "chunk": 2,
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    },
    {
      "start": 1385.22,
      "end": 1386.52,
      "text": "那我們連完之後啊",
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    },
    {
      "start": 1386.52,
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      "text": "我們就可以不用貼程式碼去你的GIS",
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    {
      "start": 1390.02,
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      "text": "它會幫你貼好",
      "chunk": 2,
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    {
      "start": 1390.92,
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      "text": "我們只要授權",
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    {
      "start": 1391.82,
      "end": 1394.52,
      "text": "所以在跟Spark做搭配的時候",
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    },
    {
      "start": 1394.52,
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      "text": "我們使用GIS做搭配",
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    },
    {
      "start": 1396.32,
      "end": 1397.42,
      "text": "會是一個比較好的",
      "chunk": 2,
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    {
      "start": 1397.42,
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      "text": "好所以這個地方",
      "chunk": 2,
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    },
    {
      "start": 1398.72,
      "end": 1400.92,
      "text": "請大家根據我提供的report",
      "chunk": 2,
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    {
      "start": 1400.92,
      "end": 1403.12,
      "text": "來去連線你GIS",
      "chunk": 2,
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    },
    {
      "start": 1403.12,
      "end": 1404.84,
      "text": "那我可能已經連線過了啦",
      "chunk": 2,
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      "no_speech_prob": 2.1346787185128058e-11,
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    {
      "start": 1404.84,
      "end": 1405.62,
      "text": "但是我還是",
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    },
    {
      "start": 1405.62,
      "end": 1406.74,
      "text": "那中間會有個地方",
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    {
      "start": 1406.74,
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      "text": "他會要你去開啟一個",
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    {
      "start": 1408.64,
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      "text": "OK好來你看他會",
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    {
      "start": 1410.52,
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      "text": "他會會去教你",
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    {
      "start": 1413.08,
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      "text": "那可能會需要登入你的帳號",
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    {
      "start": 1415.34,
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      "text": "你就登入",
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    {
      "start": 1416.16,
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      "text": "應該會開一個OS",
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    {
      "start": 1417.76,
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      "text": "開一個瀏覽器視窗",
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    {
      "start": 1419.24,
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      "text": "來讓你登入你的帳號",
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      "start": 1421.54,
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      "text": "登入好之後啊",
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    {
      "start": 1422.68,
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      "text": "他會要你去介面",
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    {
      "start": 1424.12,
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      "text": "所以你就點他",
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    },
    {
      "start": 1425.24,
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      "text": "他會教你這個介面",
      "chunk": 2,
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      "no_speech_prob": 2.1346787185128058e-11,
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    {
      "start": 1426.68,
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      "text": "然後確認頁面上的",
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    },
    {
      "start": 1429.24,
      "end": 1431.84,
      "text": "GS API開關已開啟",
      "chunk": 2,
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      "no_speech_prob": 2.1346787185128058e-11,
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    {
      "start": 1431.84,
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      "text": "所以你點它之後啊",
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      "start": 1433.64,
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      "text": "你點這個這個連結之後啊",
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    {
      "start": 1435.94,
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      "text": "它會在你的瀏覽器開這個",
      "chunk": 2,
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      "no_speech_prob": 8.381804798840431e-12,
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      "start": 1438.5,
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      "text": "好開的施放出來之後",
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      "start": 1439.78,
      "end": 1440.0,
      "text": "就會",
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    {
      "start": 1440.0,
      "end": 1440.6,
      "text": "就會在這個地方",
      "chunk": 3,
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    },
    {
      "start": 1440.6,
      "end": 1442.5,
      "text": "有一個Google App Script",
      "chunk": 3,
      "language": "zh",
      "avg_logprob": -0.2765852730229216,
      "no_speech_prob": 2.180892966219261e-11,
      "compression_ratio": 1.4225806451612903,
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    },
    {
      "start": 1442.5,
      "end": 1444.7,
      "text": "然後你在這邊把它開啟",
      "chunk": 3,
      "language": "zh",
      "avg_logprob": -0.2765852730229216,
      "no_speech_prob": 2.180892966219261e-11,
      "compression_ratio": 1.4225806451612903,
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    },
    {
      "start": 1444.7,
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      "text": "應該是在這個",
      "chunk": 3,
      "language": "zh",
      "avg_logprob": -0.2765852730229216,
      "no_speech_prob": 2.180892966219261e-11,
      "compression_ratio": 1.4225806451612903,
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    },
    {
      "start": 1445.6,
      "end": 1447.3,
      "text": "因為有一個開關在這裡",
      "chunk": 3,
      "language": "zh",
      "avg_logprob": -0.2765852730229216,
      "no_speech_prob": 2.180892966219261e-11,
      "compression_ratio": 1.4225806451612903,
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    },
    {
      "start": 1447.3,
      "end": 1448.6,
      "text": "那我已經開了啦",
      "chunk": 3,
      "language": "zh",
      "avg_logprob": -0.2765852730229216,
      "no_speech_prob": 2.180892966219261e-11,
      "compression_ratio": 1.4225806451612903,
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    },
    {
      "start": 1448.6,
      "end": 1449.3,
      "text": "我已經開了",
      "chunk": 3,
      "language": "zh",
      "avg_logprob": -0.2765852730229216,
      "no_speech_prob": 2.180892966219261e-11,
      "compression_ratio": 1.4225806451612903,
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    },
    {
      "start": 1449.3,
      "end": 1451.2,
      "text": "如果你是沒有開過的夥伴的話",
      "chunk": 3,
      "language": "zh",
      "avg_logprob": -0.2765852730229216,
      "no_speech_prob": 2.180892966219261e-11,
      "compression_ratio": 1.4225806451612903,
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    },
    {
      "start": 1451.2,
      "end": 1452.3,
      "text": "讓它變成開啟了",
      "chunk": 3,
      "language": "zh",
      "avg_logprob": -0.2765852730229216,
      "no_speech_prob": 2.180892966219261e-11,
      "compression_ratio": 1.4225806451612903,
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    },
    {
      "start": 1452.3,
      "end": 1453.5,
      "text": "好開啟之後呢",
      "chunk": 3,
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      "avg_logprob": -0.2765852730229216,
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      "compression_ratio": 1.4225806451612903,
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    },
    {
      "start": 1453.5,
      "end": 1454.5,
      "text": "這個可以關掉了",
      "chunk": 3,
      "language": "zh",
      "avg_logprob": -0.2765852730229216,
      "no_speech_prob": 2.180892966219261e-11,
      "compression_ratio": 1.4225806451612903,
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    },
    {
      "start": 1454.5,
      "end": 1456.5,
      "text": "好 所以開啟之後",
      "chunk": 3,
      "language": "zh",
      "avg_logprob": -0.2390893487369313,
      "no_speech_prob": 1.812045478943869e-11,
      "compression_ratio": 1.454225352112676,
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    },
    {
      "start": 1456.5,
      "end": 1459.5,
      "text": "你就跟他講說我已經開啟",
      "chunk": 3,
      "language": "zh",
      "avg_logprob": -0.2390893487369313,
      "no_speech_prob": 1.812045478943869e-11,
      "compression_ratio": 1.454225352112676,
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    },
    {
      "start": 1459.5,
      "end": 1462.5,
      "text": "那接下來呢 我們要做的事情就是寫程式",
      "chunk": 3,
      "language": "zh",
      "avg_logprob": -0.2390893487369313,
      "no_speech_prob": 1.812045478943869e-11,
      "compression_ratio": 1.454225352112676,
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    },
    {
      "start": 1462.5,
      "end": 1467.5,
      "text": "那寫程式的話 你一定要有關鍵字就是要去做什麼",
      "chunk": 3,
      "language": "zh",
      "avg_logprob": -0.2390893487369313,
      "no_speech_prob": 1.812045478943869e-11,
      "compression_ratio": 1.454225352112676,
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    },
    {
      "start": 1467.5,
      "end": 1470.5,
      "text": "我們最重要是要連線我們的試算表",
      "chunk": 3,
      "language": "zh",
      "avg_logprob": -0.2390893487369313,
      "no_speech_prob": 1.812045478943869e-11,
      "compression_ratio": 1.454225352112676,
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    },
    {
      "start": 1470.5,
      "end": 1472.5,
      "text": "我們的Google Sheet 為什麼呢",
      "chunk": 3,
      "language": "zh",
      "avg_logprob": -0.2390893487369313,
      "no_speech_prob": 1.812045478943869e-11,
      "compression_ratio": 1.454225352112676,
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    },
    {
      "start": 1472.5,
      "end": 1475.5,
      "text": "因為我們的Spark可以讀到Google Sheet",
      "chunk": 3,
      "language": "zh",
      "avg_logprob": -0.2390893487369313,
      "no_speech_prob": 1.812045478943869e-11,
      "compression_ratio": 1.454225352112676,
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    },
    {
      "start": 1475.5,
      "end": 1477.5,
      "text": "那我們在做GIS程式的時候",
      "chunk": 3,
      "language": "zh",
      "avg_logprob": -0.2390893487369313,
      "no_speech_prob": 1.812045478943869e-11,
      "compression_ratio": 1.454225352112676,
      "source": "whisper"
    },
    {
      "start": 1477.5,
      "end": 1481.5,
      "text": "我們是會寫學生作答的資料是會存到試算表",
      "chunk": 3,
      "language": "zh",
      "avg_logprob": -0.2390893487369313,
      "no_speech_prob": 1.812045478943869e-11,
      "compression_ratio": 1.454225352112676,
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    },
    {
      "start": 1481.5,
      "end": 1482.5,
      "text": "然後Spark可以讀試算表",
      "chunk": 3,
      "language": "zh",
      "avg_logprob": -0.2390893487369313,
      "no_speech_prob": 1.812045478943869e-11,
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    },
    {
      "start": 1482.5,
      "end": 1484.5,
      "text": "這樣大家知道了嗎?",
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      "no_speech_prob": 2.475806018531479e-11,
      "compression_ratio": 1.3937282229965158,
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    },
    {
      "start": 1484.5,
      "end": 1486.5,
      "text": "就是這樣子用",
      "chunk": 3,
      "language": "zh",
      "avg_logprob": -0.1944186484166818,
      "no_speech_prob": 2.475806018531479e-11,
      "compression_ratio": 1.3937282229965158,
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    },
    {
      "start": 1486.5,
      "end": 1488.5,
      "text": "那自己怎麼用?就看是做什麼",
      "chunk": 3,
      "language": "zh",
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      "no_speech_prob": 2.475806018531479e-11,
      "compression_ratio": 1.3937282229965158,
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    },
    {
      "start": 1488.5,
      "end": 1490.5,
      "text": "好,那等一下會做一下簡單的試算",
      "chunk": 3,
      "language": "zh",
      "avg_logprob": -0.1944186484166818,
      "no_speech_prob": 2.475806018531479e-11,
      "compression_ratio": 1.3937282229965158,
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    },
    {
      "start": 1490.5,
      "end": 1492.5,
      "text": "來這裡的話,我等一下建一個試算表",
      "chunk": 3,
      "language": "zh",
      "avg_logprob": -0.1944186484166818,
      "no_speech_prob": 2.475806018531479e-11,
      "compression_ratio": 1.3937282229965158,
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    },
    {
      "start": 1492.5,
      "end": 1495.5,
      "text": "讓大家去輸入你的名字",
      "chunk": 3,
      "language": "zh",
      "avg_logprob": -0.1944186484166818,
      "no_speech_prob": 2.475806018531479e-11,
      "compression_ratio": 1.3937282229965158,
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    },
    {
      "start": 1495.5,
      "end": 1497.5,
      "text": "那名字的話請大家用意",
      "chunk": 3,
      "language": "zh",
      "avg_logprob": -0.1944186484166818,
      "no_speech_prob": 2.475806018531479e-11,
      "compression_ratio": 1.3937282229965158,
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    },
    {
      "start": 1497.5,
      "end": 1501.5,
      "text": "然後跟輸入今天Spark這個觀看直播的心得",
      "chunk": 3,
      "language": "zh",
      "avg_logprob": -0.1944186484166818,
      "no_speech_prob": 2.475806018531479e-11,
      "compression_ratio": 1.3937282229965158,
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    },
    {
      "start": 1501.5,
      "end": 1502.5,
      "text": "好不好",
      "chunk": 3,
      "language": "zh",
      "avg_logprob": -0.1944186484166818,
      "no_speech_prob": 2.475806018531479e-11,
      "compression_ratio": 1.3937282229965158,
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    },
    {
      "start": 1502.5,
      "end": 1506.5,
      "text": "那我等一下會請Spark去把所有人的回應",
      "chunk": 3,
      "language": "zh",
      "avg_logprob": -0.1944186484166818,
      "no_speech_prob": 2.475806018531479e-11,
      "compression_ratio": 1.3937282229965158,
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    },
    {
      "start": 1506.5,
      "end": 1509.5,
      "text": "然後做一個擷取",
      "chunk": 3,
      "language": "zh",
      "avg_logprob": -0.1944186484166818,
      "no_speech_prob": 2.475806018531479e-11,
      "compression_ratio": 1.3937282229965158,
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    },
    {
      "start": 1509.5,
      "end": 1511.5,
      "text": "好,所以呢,我就這邊跟大家講",
      "chunk": 3,
      "language": "zh",
      "avg_logprob": -0.1944186484166818,
      "no_speech_prob": 2.475806018531479e-11,
      "compression_ratio": 1.3937282229965158,
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    },
    {
      "start": 1511.5,
      "end": 1514.4,
      "text": "幫我寫一個GS的程式",
      "chunk": 3,
      "language": "zh",
      "avg_logprob": -0.2327071235293434,
      "no_speech_prob": 1.8097844403652807e-11,
      "compression_ratio": 1.1742738589211619,
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    },
    {
      "start": 1514.4,
      "end": 1519.18,
      "text": "它要去連結我的Google Sheet試算表",
      "chunk": 3,
      "language": "zh",
      "avg_logprob": -0.2327071235293434,
      "no_speech_prob": 1.8097844403652807e-11,
      "compression_ratio": 1.1742738589211619,
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    },
    {
      "start": 1519.18,
      "end": 1523.02,
      "text": "這個程式的功能是可以讓使用者",
      "chunk": 3,
      "language": "zh",
      "avg_logprob": -0.2327071235293434,
      "no_speech_prob": 1.8097844403652807e-11,
      "compression_ratio": 1.1742738589211619,
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    },
    {
      "start": 1523.02,
      "end": 1526.86,
      "text": "在這個網頁裡面去輸入它的名字",
      "chunk": 3,
      "language": "zh",
      "avg_logprob": -0.2327071235293434,
      "no_speech_prob": 1.8097844403652807e-11,
      "compression_ratio": 1.1742738589211619,
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    },
    {
      "start": 1526.86,
      "end": 1529.72,
      "text": "以及心得文字的欄位",
      "chunk": 3,
      "language": "zh",
      "avg_logprob": -0.2327071235293434,
      "no_speech_prob": 1.8097844403652807e-11,
      "compression_ratio": 1.1742738589211619,
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    },
    {
      "start": 1529.72,
      "end": 1532.74,
      "text": "將這些資料儲存到我的試算表",
      "chunk": 3,
      "language": "zh",
      "avg_logprob": -0.2327071235293434,
      "no_speech_prob": 1.8097844403652807e-11,
      "compression_ratio": 1.1742738589211619,
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    },
    {
      "start": 1532.74,
      "end": 1533.86,
      "text": "好,很簡單",
      "chunk": 3,
      "language": "zh",
      "avg_logprob": -0.2327071235293434,
      "no_speech_prob": 1.8097844403652807e-11,
      "compression_ratio": 1.1742738589211619,
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    },
    {
      "start": 1533.86,
      "end": 1536.14,
      "text": "所以這邊的話",
      "chunk": 3,
      "language": "zh",
      "avg_logprob": -0.2327071235293434,
      "no_speech_prob": 1.8097844403652807e-11,
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    },
    {
      "start": 1536.14,
      "end": 1538.6,
      "text": "因為我已經使用了這個COSP",
      "chunk": 3,
      "language": "zh",
      "avg_logprob": -0.2327071235293434,
      "no_speech_prob": 1.8097844403652807e-11,
      "compression_ratio": 1.1742738589211619,
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    },
    {
      "start": 1538.6,
      "end": 1540.6,
      "text": "所以你在AGE裡面",
      "chunk": 3,
      "language": "zh",
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      "no_speech_prob": 1.9367594333852267e-11,
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    },
    {
      "start": 1540.6,
      "end": 1542.6,
      "text": "你只要跟他講說我要寫GS4",
      "chunk": 3,
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      "avg_logprob": -0.2229285478591919,
      "no_speech_prob": 1.9367594333852267e-11,
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    },
    {
      "start": 1542.6,
      "end": 1543.6,
      "text": "他就會幫你寫",
      "chunk": 3,
      "language": "zh",
      "avg_logprob": -0.2229285478591919,
      "no_speech_prob": 1.9367594333852267e-11,
      "compression_ratio": 1.387205387205387,
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    },
    {
      "start": 1543.6,
      "end": 1544.6,
      "text": "好 提交",
      "chunk": 3,
      "language": "zh",
      "avg_logprob": -0.2229285478591919,
      "no_speech_prob": 1.9367594333852267e-11,
      "compression_ratio": 1.387205387205387,
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    },
    {
      "start": 1544.6,
      "end": 1547.6,
      "text": "好 這個部分的話就讓他去處理",
      "chunk": 3,
      "language": "zh",
      "avg_logprob": -0.2229285478591919,
      "no_speech_prob": 1.9367594333852267e-11,
      "compression_ratio": 1.387205387205387,
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    },
    {
      "start": 1547.6,
      "end": 1548.6,
      "text": "好 送出",
      "chunk": 3,
      "language": "zh",
      "avg_logprob": -0.2229285478591919,
      "no_speech_prob": 1.9367594333852267e-11,
      "compression_ratio": 1.387205387205387,
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    },
    {
      "start": 1548.6,
      "end": 1550.6,
      "text": "那我們回去看一下SPARK",
      "chunk": 3,
      "language": "zh",
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      "no_speech_prob": 1.9367594333852267e-11,
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    },
    {
      "start": 1550.6,
      "end": 1551.6,
      "text": "OK SPARK已經做了",
      "chunk": 3,
      "language": "zh",
      "avg_logprob": -0.2229285478591919,
      "no_speech_prob": 1.9367594333852267e-11,
      "compression_ratio": 1.387205387205387,
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    },
    {
      "start": 1551.6,
      "end": 1552.6,
      "text": "所以你看看嗎",
      "chunk": 3,
      "language": "zh",
      "avg_logprob": -0.2229285478591919,
      "no_speech_prob": 1.9367594333852267e-11,
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    },
    {
      "start": 1552.6,
      "end": 1553.6,
      "text": "他已經做到這個地方",
      "chunk": 3,
      "language": "zh",
      "avg_logprob": -0.2229285478591919,
      "no_speech_prob": 1.9367594333852267e-11,
      "compression_ratio": 1.387205387205387,
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    },
    {
      "start": 1553.6,
      "end": 1556.6,
      "text": "在這個2026 SPARK資料夾裡面的",
      "chunk": 3,
      "language": "zh",
      "avg_logprob": -0.2229285478591919,
      "no_speech_prob": 1.9367594333852267e-11,
      "compression_ratio": 1.387205387205387,
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    },
    {
      "start": 1556.6,
      "end": 1558.6,
      "text": "紙資料夾SPARK教學",
      "chunk": 3,
      "language": "zh",
      "avg_logprob": -0.2229285478591919,
      "no_speech_prob": 1.9367594333852267e-11,
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    },
    {
      "start": 1558.6,
      "end": 1559.6,
      "text": "好 所以他做完了",
      "chunk": 3,
      "language": "zh",
      "avg_logprob": -0.2229285478591919,
      "no_speech_prob": 1.9367594333852267e-11,
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    },
    {
      "start": 1559.6,
      "end": 1560.6,
      "text": "可以開啟",
      "chunk": 3,
      "language": "zh",
      "avg_logprob": -0.2229285478591919,
      "no_speech_prob": 1.9367594333852267e-11,
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    },
    {
      "start": 1560.6,
      "end": 1561.6,
      "text": "直接開資料夾",
      "chunk": 3,
      "language": "zh",
      "avg_logprob": -0.2229285478591919,
      "no_speech_prob": 1.9367594333852267e-11,
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    },
    {
      "start": 1561.6,
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      "text": "好 看起來他應該是",
      "chunk": 3,
      "language": "zh",
      "avg_logprob": -0.2229285478591919,
      "no_speech_prob": 1.9367594333852267e-11,
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    },
    {
      "start": 1562.6,
      "end": 1564.6,
      "text": "新建了一個資料夾",
      "chunk": 3,
      "language": "zh",
      "avg_logprob": -0.2229285478591919,
      "no_speech_prob": 1.9367594333852267e-11,
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    {
      "start": 1564.6,
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      "text": "叫SPARK ONE",
      "chunk": 3,
      "language": "zh",
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    {
      "start": 1565.6,
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      "text": "對 在這裡",
      "chunk": 3,
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    {
      "start": 1566.6,
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      "text": "你看就是不那麼可靠",
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    {
      "start": 1569.16,
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      "text": "來在這邊",
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    {
      "start": 1570.18,
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      "text": "大家看到嗎",
      "chunk": 3,
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    {
      "start": 1571.46,
      "end": 1572.48,
      "text": "點它",
      "chunk": 3,
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    },
    {
      "start": 1572.48,
      "end": 1574.02,
      "text": "這時候會有三件套",
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    },
    {
      "start": 1574.02,
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      "text": "大家看到嗎",
      "chunk": 3,
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    {
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      "text": "Google Document",
      "chunk": 3,
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    {
      "start": 1576.08,
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      "text": "Google Slide",
      "chunk": 3,
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    {
      "start": 1577.1,
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      "text": "Google Sheet",
      "chunk": 3,
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    {
      "start": 1577.86,
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      "text": "所以我們先看一下",
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    {
      "start": 1579.14,
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      "text": "Google Document",
      "chunk": 3,
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      "no_speech_prob": 2.1395543323143862e-11,
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    {
      "start": 1580.16,
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      "text": "Google Document的話當然就是Google檔案嘛",
      "chunk": 3,
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    {
      "start": 1582.48,
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      "text": "所以它就會在你的Google檔案裡面",
      "chunk": 3,
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    {
      "start": 1584.78,
      "end": 1585.8,
      "text": "就會有這樣的一份",
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    {
      "start": 1585.8,
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      "text": "看到嗎",
      "chunk": 3,
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      "no_speech_prob": 2.1395543323143862e-11,
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    {
      "start": 1586.32,
      "end": 1588.36,
      "text": "所以找到了資料",
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    {
      "start": 1588.36,
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      "text": "幫我整理",
      "chunk": 3,
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    },
    {
      "start": 1588.88,
      "end": 1589.9,
      "text": "然後再來",
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    {
      "start": 1589.9,
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      "text": "Google Slide",
      "chunk": 3,
      "language": "zh",
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    },
    {
      "start": 1591.68,
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      "text": "好這是它直接幫我做成投影片",
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    {
      "start": 1594.24,
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      "text": "大家看到嗎",
      "chunk": 3,
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    {
      "start": 1595.02,
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      "text": "會用Google Slide來開",
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      "start": 1596.82,
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      "text": "那當然如果你有這個",
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    {
      "start": 1599.12,
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      "text": "訂閱Pro方案的話是可以",
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    {
      "start": 1600.9,
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      "text": "是可以有一些特殊功能的",
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    {
      "start": 1602.7,
      "end": 1603.66,
      "text": "給大家看一下",
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    },
    {
      "start": 1603.66,
      "end": 1606.2,
      "text": "好這樣的簡報就是傳統的",
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    {
      "start": 1606.2,
      "end": 1607.36,
      "text": "這個Google Slide",
      "chunk": 3,
      "language": "zh",
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      "no_speech_prob": 2.0287610133506995e-11,
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    },
    {
      "start": 1607.36,
      "end": 1608.7,
      "text": "還不錯耶 我覺得還不錯",
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    {
      "start": 1608.7,
      "end": 1609.3,
      "text": "呵呵",
      "chunk": 3,
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      "no_speech_prob": 2.0287610133506995e-11,
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    {
      "start": 1609.3,
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      "text": "我覺得做的簡報還不錯",
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    {
      "start": 1610.9,
      "end": 1612.0,
      "text": "還可以啊",
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    {
      "start": 1612.0,
      "end": 1613.08,
      "text": "還不錯耶",
      "chunk": 3,
      "language": "zh",
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      "no_speech_prob": 2.0287610133506995e-11,
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    },
    {
      "start": 1613.08,
      "end": 1614.78,
      "text": "連圖片都幫我找了",
      "chunk": 3,
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    },
    {
      "start": 1614.78,
      "end": 1615.98,
      "text": "這應該是AI生成的",
      "chunk": 3,
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    {
      "start": 1615.98,
      "end": 1618.48,
      "text": "好你覺得這個簡報OK的",
      "chunk": 3,
      "language": "zh",
      "avg_logprob": -0.32013962003919816,
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    {
      "start": 1618.48,
      "end": 1619.02,
      "text": "幫我打一個",
      "chunk": 3,
      "language": "zh",
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    {
      "start": 1619.02,
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      "text": "我覺得簡報可以耶",
      "chunk": 3,
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      "compression_ratio": 1.4256756756756757,
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    },
    {
      "start": 1620.74,
      "end": 1624.14,
      "text": "然後再來我們的Google Sheet",
      "chunk": 3,
      "language": "zh",
      "avg_logprob": -0.32013962003919816,
      "no_speech_prob": 2.0287610133506995e-11,
      "compression_ratio": 1.4256756756756757,
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    },
    {
      "start": 1624.14,
      "end": 1625.68,
      "text": "所以得到一個四傳表",
      "chunk": 3,
      "language": "zh",
      "avg_logprob": -0.25340418134416853,
      "no_speech_prob": 1.3683505717398958e-11,
      "compression_ratio": 1.4339622641509433,
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    },
    {
      "start": 1625.94,
      "end": 1627.98,
      "text": "那幫我存成一個四傳表",
      "chunk": 3,
      "language": "zh",
      "avg_logprob": -0.25340418134416853,
      "no_speech_prob": 1.3683505717398958e-11,
      "compression_ratio": 1.4339622641509433,
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    },
    {
      "start": 1628.24,
      "end": 1630.28,
      "text": "所以每個四傳表會有一個資料",
      "chunk": 3,
      "language": "zh",
      "avg_logprob": -0.25340418134416853,
      "no_speech_prob": 1.3683505717398958e-11,
      "compression_ratio": 1.4339622641509433,
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    },
    {
      "start": 1630.54,
      "end": 1631.82,
      "text": "所以四傳表幫我完成啊",
      "chunk": 3,
      "language": "zh",
      "avg_logprob": -0.25340418134416853,
      "no_speech_prob": 1.3683505717398958e-11,
      "compression_ratio": 1.4339622641509433,
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    },
    {
      "start": 1632.08,
      "end": 1632.58,
      "text": "全部在這邊",
      "chunk": 3,
      "language": "zh",
      "avg_logprob": -0.25340418134416853,
      "no_speech_prob": 1.3683505717398958e-11,
      "compression_ratio": 1.4339622641509433,
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    },
    {
      "start": 1632.84,
      "end": 1633.86,
      "text": "沒有問題啊",
      "chunk": 3,
      "language": "zh",
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      "compression_ratio": 1.4339622641509433,
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    },
    {
      "start": 1634.12,
      "end": 1635.92,
      "text": "好來再來",
      "chunk": 3,
      "language": "zh",
      "avg_logprob": -0.25340418134416853,
      "no_speech_prob": 1.3683505717398958e-11,
      "compression_ratio": 1.4339622641509433,
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    },
    {
      "start": 1636.18,
      "end": 1637.96,
      "text": "串接Google生態系是這樣的",
      "chunk": 3,
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      "compression_ratio": 1.4339622641509433,
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    {
      "start": 1638.22,
      "end": 1638.74,
      "text": "就是",
      "chunk": 3,
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    },
    {
      "start": 1638.98,
      "end": 1640.78,
      "text": "它可以去連線什麼呢",
      "chunk": 3,
      "language": "zh",
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    {
      "start": 1641.04,
      "end": 1641.8,
      "text": "我們一樣開一個",
      "chunk": 3,
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      "compression_ratio": 1.4339622641509433,
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    },
    {
      "start": 1642.06,
      "end": 1643.6,
      "text": "幫我查一下",
      "chunk": 3,
      "language": "zh",
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      "no_speech_prob": 1.3683505717398958e-11,
      "compression_ratio": 1.4339622641509433,
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    },
    {
      "start": 1643.86,
      "end": 1644.62,
      "text": "9月",
      "chunk": 3,
      "language": "zh",
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      "no_speech_prob": 1.3683505717398958e-11,
      "compression_ratio": 1.4339622641509433,
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    },
    {
      "start": 1644.88,
      "end": 1648.46,
      "text": "整個9月前兩週的行事例",
      "chunk": 3,
      "language": "zh",
      "avg_logprob": -0.25340418134416853,
      "no_speech_prob": 1.3683505717398958e-11,
      "compression_ratio": 1.4339622641509433,
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    },
    {
      "start": 1648.72,
      "end": 1649.48,
      "text": "幫我列出來",
      "chunk": 3,
      "language": "zh",
      "avg_logprob": -0.25340418134416853,
      "no_speech_prob": 1.3683505717398958e-11,
      "compression_ratio": 1.4339622641509433,
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    },
    {
      "start": 1649.74,
      "end": 1650.5,
      "text": "好像這樣",
      "chunk": 3,
      "language": "zh",
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      "compression_ratio": 1.4339622641509433,
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    },
    {
      "start": 1650.76,
      "end": 1652.3,
      "text": "所以它當然是可以去",
      "chunk": 3,
      "language": "zh",
      "avg_logprob": -0.25340418134416853,
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    },
    {
      "start": 1652.56,
      "end": 1653.58,
      "text": "碰到你的行事例",
      "chunk": 3,
      "language": "zh",
      "avg_logprob": -0.25340418134416853,
      "no_speech_prob": 1.3683505717398958e-11,
      "compression_ratio": 1.4339622641509433,
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    },
    {
      "start": 1653.58,
      "end": 1655.28,
      "text": "你不用做任何的設定",
      "chunk": 3,
      "language": "zh",
      "avg_logprob": -0.27059339865660054,
      "no_speech_prob": 1.833881310697727e-11,
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    {
      "start": 1655.28,
      "end": 1657.88,
      "text": "你只要在我們這個這個",
      "chunk": 3,
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    {
      "start": 1657.88,
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      "text": "左下角的設定的地方",
      "chunk": 3,
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      "no_speech_prob": 1.833881310697727e-11,
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    {
      "start": 1659.08,
      "end": 1660.98,
      "text": "你只要連線你Google生態系的內容",
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    {
      "start": 1660.98,
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      "text": "你就可以去",
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    {
      "start": 1661.78,
      "end": 1662.78,
      "text": "就可以直接加上去",
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    {
      "start": 1662.78,
      "end": 1664.68,
      "text": "那查得到calendar",
      "chunk": 3,
      "language": "zh",
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      "compression_ratio": 1.4509803921568627,
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    },
    {
      "start": 1664.68,
      "end": 1666.44,
      "text": "當然你的Google雲端",
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    {
      "start": 1666.44,
      "end": 1667.48,
      "text": "你的資料也是都可以",
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    },
    {
      "start": 1667.48,
      "end": 1669.18,
      "text": "你可以直接加上去找某個資料",
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      "start": 1669.18,
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      "text": "是沒有問題",
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      "start": 1669.98,
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      "text": "你也可以加上去找Gmail",
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    {
      "start": 1671.98,
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      "text": "Gmail的資訊",
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    {
      "start": 1672.98,
      "end": 1673.48,
      "text": "好",
      "chunk": 3,
      "language": "zh",
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    {
      "start": 1673.48,
      "end": 1675.98,
      "text": "那你可以做這件事情",
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    {
      "start": 1675.98,
      "end": 1676.88,
      "text": "之後",
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    },
    {
      "start": 1676.88,
      "end": 1678.48,
      "text": "可以怎麼應用呢",
      "chunk": 3,
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    },
    {
      "start": 1678.48,
      "end": 1680.48,
      "text": "當然最重要就是排程",
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    },
    {
      "start": 1680.48,
      "end": 1682.48,
      "text": "好排程的話是這樣的",
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      "start": 1682.48,
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      "text": "就是你可以在那邊直接跟他說排程",
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    },
    {
      "start": 1684.88,
      "end": 1688.28,
      "text": "比如說來自我2026年9月的",
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    },
    {
      "start": 1688.28,
      "end": 1689.38,
      "text": "格數錄影",
      "chunk": 3,
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    },
    {
      "start": 1689.38,
      "end": 1691.18,
      "text": "9月1號然後9月3號",
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    },
    {
      "start": 1691.18,
      "end": 1692.14,
      "text": "9月5號",
      "chunk": 3,
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    {
      "start": 1692.14,
      "end": 1692.98,
      "text": "9月6號",
      "chunk": 3,
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      "avg_logprob": -0.26324941461736506,
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      "compression_ratio": 1.5032679738562091,
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    },
    {
      "start": 1692.98,
      "end": 1695.18,
      "text": "然後這個是9月7號到9月14號",
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    {
      "start": 1695.18,
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      "text": "所以你看他可以直接去讀我的信",
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      "start": 1696.78,
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      "text": "你也可以在那邊去新增行事是沒有問題的",
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    {
      "start": 1699.58,
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      "text": "好",
      "chunk": 3,
      "language": "zh",
      "avg_logprob": -0.26324941461736506,
      "no_speech_prob": 2.07752825359675e-11,
      "compression_ratio": 1.5032679738562091,
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      "start": 1700.08,
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      "text": "所以讀mail也是沒有問題的",
      "chunk": 3,
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    },
    {
      "start": 1702.08,
      "end": 1704.18,
      "text": "那所以呢我們就可以怎麼樣",
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    {
      "start": 1704.18,
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      "text": "排程",
      "chunk": 3,
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      "start": 1704.88,
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      "text": "排程的話來你看",
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    {
      "start": 1706.28,
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      "text": "你有看到嗎",
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    {
      "start": 1707.28,
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      "text": "我已經有做一個排程",
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    {
      "start": 1708.58,
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      "text": "這排程怎麼樣",
      "chunk": 3,
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      "compression_ratio": 1.5032679738562091,
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    },
    {
      "start": 1709.68,
      "end": 1711.38,
      "text": "你可以Gamina建立",
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      "compression_ratio": 1.5032679738562091,
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    {
      "start": 1711.38,
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      "text": "也可以手動建立",
      "chunk": 3,
      "language": "zh",
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    },
    {
      "start": 1712.38,
      "end": 1715.14,
      "text": "那他這German來的建立實際上是Spark建立啦",
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    {
      "start": 1715.14,
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      "text": "你就在Spark裡面跟他講說",
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    },
    {
      "start": 1716.88,
      "end": 1720.14,
      "text": "幫我排每天早上7點的時候",
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    {
      "start": 1720.14,
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      "text": "來你看看",
      "chunk": 3,
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    },
    {
      "start": 1721.38,
      "end": 1723.38,
      "text": "好每天早上7點的時候去做",
      "chunk": 3,
      "language": "zh",
      "avg_logprob": -0.3148802121480306,
      "no_speech_prob": 1.562585824621543e-11,
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    },
    {
      "start": 1723.38,
      "end": 1727.68,
      "text": "那我真的每天早上7點我就會收到這個通知",
      "chunk": 3,
      "language": "zh",
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    {
      "start": 1727.68,
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      "text": "通知的話它直接",
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    {
      "start": 1729.18,
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      "text": "它是可以有很多個通知",
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    {
      "start": 1730.68,
      "end": 1734.38,
      "text": "比如說它可以直接在你的手機的Spark",
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    },
    {
      "start": 1734.38,
      "end": 1735.88,
      "text": "German裡面直接通知",
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    },
    {
      "start": 1735.88,
      "end": 1738.18,
      "text": "它就會你手機就會跳一個通知",
      "chunk": 3,
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    },
    {
      "start": 1738.18,
      "end": 1740.08,
      "text": "這個通知就是來自於German來的",
      "chunk": 3,
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      "avg_logprob": -0.3148802121480306,
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    {
      "start": 1740.08,
      "end": 1743.68,
      "text": "那你也可以叫他發一個mail給你通知",
      "chunk": 3,
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      "avg_logprob": -0.2102039195873119,
      "no_speech_prob": 1.5876621198285257e-11,
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    {
      "start": 1743.68,
      "end": 1747.88,
      "text": "你也可以叫他發一個行事曆的提醒的通知都可以",
      "chunk": 3,
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    {
      "start": 1747.88,
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      "text": "你要怎麼通知都可以",
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    {
      "start": 1749.48,
      "end": 1752.08,
      "text": "你只要是你Google生態系統都沒有問題",
      "chunk": 3,
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      "avg_logprob": -0.2102039195873119,
      "no_speech_prob": 1.5876621198285257e-11,
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    },
    {
      "start": 1752.08,
      "end": 1756.48,
      "text": "所以理論上來講就是你可以輕易的去看到這些內容",
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      "no_speech_prob": 1.5876621198285257e-11,
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    },
    {
      "start": 1756.48,
      "end": 1762.18,
      "text": "那點開來就會有我這個今天的行事曆跟未來三天四天的行事",
      "chunk": 3,
      "language": "zh",
      "avg_logprob": -0.2102039195873119,
      "no_speech_prob": 1.5876621198285257e-11,
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    },
    {
      "start": 1762.18,
      "end": 1766.48,
      "text": "以及我截至早上七點的Gmail最新收到的",
      "chunk": 3,
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      "no_speech_prob": 1.5876621198285257e-11,
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    },
    {
      "start": 1766.48,
      "end": 1768.68,
      "text": "那Gmail的話我把它分成三類啦",
      "chunk": 3,
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      "avg_logprob": -0.2102039195873119,
      "no_speech_prob": 1.5876621198285257e-11,
      "compression_ratio": 1.4344827586206896,
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    },
    {
      "start": 1768.68,
      "end": 1770.98,
      "text": "第一個是緊急必須回覆的",
      "chunk": 3,
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      "compression_ratio": 1.3612903225806452,
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      "start": 1770.98,
      "end": 1773.04,
      "text": "然後跟不緊急需要關注的",
      "chunk": 3,
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    },
    {
      "start": 1773.04,
      "end": 1775.18,
      "text": "跟不需要理會的垃圾心",
      "chunk": 3,
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    {
      "start": 1775.18,
      "end": 1777.12,
      "text": "所以他真的每一天早上都會記",
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    {
      "start": 1777.12,
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      "text": "那你看喔",
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    },
    {
      "start": 1777.92,
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      "text": "在spark裡面",
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    },
    {
      "start": 1778.92,
      "end": 1780.92,
      "text": "你可以輕鬆的做到這件事",
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      "no_speech_prob": 2.4202485501834126e-11,
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    },
    {
      "start": 1780.92,
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      "text": "你不用",
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    },
    {
      "start": 1781.92,
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      "text": "你不用",
      "chunk": 3,
      "language": "zh",
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    },
    {
      "start": 1782.92,
      "end": 1785.52,
      "text": "就是去串什麼東西",
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    },
    {
      "start": 1785.52,
      "end": 1787.12,
      "text": "因為他本身就是一個",
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    },
    {
      "start": 1787.12,
      "end": 1790.52,
      "text": "Google生態系的一個工具",
      "chunk": 3,
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    {
      "start": 1790.52,
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      "text": "所以他自然而然就能夠串到你",
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    {
      "start": 1792.84,
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      "text": "那你可以做排",
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    {
      "start": 1793.98,
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      "text": "好你還可以怎麼排成呢",
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    },
    {
      "start": 1795.48,
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      "text": "你還可以這樣子",
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    {
      "start": 1796.48,
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      "text": "我現在示範一次",
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    {
      "start": 1797.48,
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      "text": "好 所以你可以這樣排程",
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    {
      "start": 1799.48,
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      "text": "好 一樣 在每天晚上10點的時候",
      "chunk": 3,
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    },
    {
      "start": 1803.48,
      "end": 1809.48,
      "text": "幫我上網搜尋今天關於AI Aging的新聞",
      "chunk": 3,
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      "no_speech_prob": 1.4397722597481177e-11,
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    },
    {
      "start": 1809.48,
      "end": 1813.48,
      "text": "最新的五則新聞 並且總結給我",
      "chunk": 3,
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      "no_speech_prob": 1.4397722597481177e-11,
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    },
    {
      "start": 1813.48,
      "end": 1818.48,
      "text": "發一個通知 用Gemini的對話通知",
      "chunk": 3,
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    },
    {
      "start": 1818.48,
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      "text": "來去提醒我 好像這樣",
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    {
      "start": 1821.48,
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      "text": "好 所以他就會幫你去確定這個排程",
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    {
      "start": 1824.48,
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      "text": "看到嗎 所以每天晚上10點的時候",
      "chunk": 3,
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      "no_speech_prob": 1.4397722597481177e-11,
      "compression_ratio": 1.3508064516129032,
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    },
    {
      "start": 1826.48,
      "end": 1827.38,
      "text": "他就會做這些事",
      "chunk": 3,
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    },
    {
      "start": 1827.48,
      "end": 1830.04,
      "text": "各位老師這個排程沒有限定",
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    },
    {
      "start": 1830.04,
      "end": 1831.58,
      "text": "只能夠上或是Gmail",
      "chunk": 3,
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    },
    {
      "start": 1831.58,
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      "text": "它可以是整理硬碟",
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    },
    {
      "start": 1833.62,
      "end": 1836.18,
      "text": "讀取硬碟的資料完全是沒有問題",
      "chunk": 3,
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      "avg_logprob": -0.2552037210859491,
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    },
    {
      "start": 1836.18,
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      "text": "所以不一定是隻有這樣",
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    },
    {
      "start": 1837.98,
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      "text": "你只要是Google生態系",
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    },
    {
      "start": 1839.52,
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      "text": "它都能夠做排程",
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    },
    {
      "start": 1840.54,
      "end": 1842.84,
      "text": "所以它最大的價值是在於說",
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    },
    {
      "start": 1842.84,
      "end": 1844.64,
      "text": "你可以把這些Google生態系",
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    },
    {
      "start": 1844.64,
      "end": 1846.16,
      "text": "要做的事情全部做排程",
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    },
    {
      "start": 1846.16,
      "end": 1848.22,
      "text": "所以每一天它會自動在固定的",
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    },
    {
      "start": 1848.22,
      "end": 1850.0,
      "text": "做完交代的事",
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    },
    {
      "start": 1850.0,
      "end": 1850.52,
      "text": "OK嗎",
      "chunk": 3,
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    {
      "start": 1850.78,
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      "text": "好",
      "chunk": 3,
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      "avg_logprob": -0.2552037210859491,
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    },
    {
      "start": 1851.54,
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      "text": "所以現在已經排了",
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    },
    {
      "start": 1853.34,
      "end": 1853.84,
      "text": "這個東西",
      "chunk": 3,
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    },
    {
      "start": 1853.84,
      "end": 1854.36,
      "text": "這個東西",
      "chunk": 3,
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    },
    {
      "start": 1854.36,
      "end": 1854.88,
      "text": "好",
      "chunk": 3,
      "language": "zh",
      "avg_logprob": -0.2552037210859491,
      "no_speech_prob": 2.1106505432300082e-11,
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    },
    {
      "start": 1854.88,
      "end": 1855.64,
      "text": "就這樣",
      "chunk": 3,
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    },
    {
      "start": 1855.64,
      "end": 1857.18,
      "text": "那我們來看一下排程式",
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    },
    {
      "start": 1857.18,
      "end": 1858.82,
      "text": "好 兩件事情看到嗎?",
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    },
    {
      "start": 1858.82,
      "end": 1860.08,
      "text": "會整每日AGE",
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    },
    {
      "start": 1860.08,
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      "text": "好 所以排程的部分沒有問題的",
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    },
    {
      "start": 1862.28,
      "end": 1863.38,
      "text": "幫我打一個8",
      "chunk": 3,
      "language": "zh",
      "avg_logprob": -0.3774232091130437,
      "no_speech_prob": 2.2379565214891706e-11,
      "compression_ratio": 1.3167701863354038,
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    },
    {
      "start": 1863.38,
      "end": 1866.18,
      "text": "那接下來因為直播時間的關係",
      "chunk": 3,
      "language": "zh",
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      "no_speech_prob": 2.2379565214891706e-11,
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    },
    {
      "start": 1866.18,
      "end": 1867.68,
      "text": "今天我只是示範到",
      "chunk": 3,
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      "no_speech_prob": 2.2379565214891706e-11,
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    },
    {
      "start": 1867.68,
      "end": 1868.98,
      "text": "其他的應用",
      "chunk": 3,
      "language": "zh",
      "avg_logprob": -0.3774232091130437,
      "no_speech_prob": 2.2379565214891706e-11,
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    },
    {
      "start": 1868.98,
      "end": 1870.68,
      "text": "我們之後有機會再說",
      "chunk": 3,
      "language": "zh",
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    },
    {
      "start": 1870.68,
      "end": 1872.28,
      "text": "好 我們現在回過頭來",
      "chunk": 3,
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      "avg_logprob": -0.3774232091130437,
      "no_speech_prob": 2.2379565214891706e-11,
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    },
    {
      "start": 1872.28,
      "end": 1874.68,
      "text": "來去看我們的 Antigrate",
      "chunk": 3,
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    },
    {
      "start": 1874.68,
      "end": 1875.78,
      "text": "喔 已經做好了",
      "chunk": 3,
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    },
    {
      "start": 1875.78,
      "end": 1876.38,
      "text": "做好了",
      "chunk": 3,
      "language": "zh",
      "avg_logprob": -0.3774232091130437,
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    },
    {
      "start": 1876.38,
      "end": 1878.28,
      "text": "好 所以呢 我來看一下",
      "chunk": 3,
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    },
    {
      "start": 1878.28,
      "end": 1880.08,
      "text": "所以我們應該要去部署",
      "chunk": 3,
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      "no_speech_prob": 2.2379565214891706e-11,
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    },
    {
      "start": 1880.08,
      "end": 1881.58,
      "text": "部署 他做好之後",
      "chunk": 3,
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      "avg_logprob": -0.3774232091130437,
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      "start": 1881.58,
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      "text": "他給你網",
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      "start": 1885.28,
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      "text": "新的 OK",
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      "start": 1889.64,
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      "start": 1890.4,
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      "text": "所以要授權",
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      "start": 1892.2,
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      "text": "繼續",
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      "start": 1894.24,
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      "text": "結果Type Error",
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      "start": 1897.32,
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      "text": "這給我出包啊",
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      "start": 1898.84,
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      "text": "這個",
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      "start": 1899.36,
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      "text": "這麼的",
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      "start": 1900.9,
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      "text": "這麼的不可靠的Antiquity",
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      "start": 1902.94,
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      "text": "然後試算表",
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      "text": "剛剛授權之後",
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      "start": 1905.76,
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      "text": "跳出錯誤訊息",
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      "start": 1907.04,
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      "text": "你改好之後",
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    {
      "start": 1908.32,
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      "text": "給我部署的網址",
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      "start": 1910.36,
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      "text": "讓我點選能夠去部署這個網址",
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      "text": "我通常用Codex或是Cloud Code",
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      "start": 1916.64,
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      "text": "幾乎不會失敗",
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      "start": 1918.44,
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      "text": "哈哈哈哈",
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      "start": 1919.44,
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      "text": "結果用A",
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      "start": 1921.0,
      "end": 1922.5,
      "text": "第一次試就給我失敗",
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      "start": 1922.5,
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      "text": "我很無言",
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      "start": 1924.0,
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      "text": "所以Google最近有點不得人疼啦",
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      "start": 1927.0,
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      "text": "就是你以穩定度來說的話",
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      "start": 1929.5,
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      "text": "我覺得就是輸另外兩家龍頭啦",
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      "start": 1932.5,
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      "text": "目前主力還是Cloud Code跟Codex",
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      "start": 1935.1,
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      "text": "我覺得是靠大家說是吧",
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      "start": 1938.3,
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      "text": "那我剛剛就是去授權嘛",
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      "start": 1943.7,
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      "text": "那我們在做這些事",
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      "start": 1945.3,
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      "start": 1947.2,
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      "text": "是因為Google家本來",
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      "start": 1948.5,
      "end": 1951.5,
      "text": "他們的安全性的打官會比較嚴格",
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      "start": 1951.5,
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      "text": "所以就算你用了Agent",
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      "start": 1953.0,
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      "text": "你要去做GAS的程式",
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      "start": 1955.0,
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      "text": "你還是得要授權跟部署",
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      "start": 1956.7,
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      "text": "所以這些事情你沒辦法避免",
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      "start": 1958.6,
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      "text": "但是我們用 CLASP 來去做GS的程式",
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      "start": 1962.82,
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      "text": "你可以少一個複製貼上",
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      "start": 1965.0,
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      "text": "複製貼上這個試算表",
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      "start": 1967.36,
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      "text": "程式的步驟",
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      "start": 1968.64,
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      "text": "那優勢就是在你在改程式的時候",
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      "start": 1971.76,
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      "text": "你就不用重複的複製",
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      "start": 1973.34,
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      "text": "因為以前我們在Gamman裡面做的時候",
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      "start": 1975.36,
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      "text": "最煩的就是我們每次改程式都要不斷的複製貼上",
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      "start": 1979.08,
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      "text": "不斷複製貼上",
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      "start": 1980.96,
      "end": 1984.46,
      "text": "好這邊Marco的話用Hermes是很好的",
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      "start": 1985.22,
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      "text": "所以完全沒有問題",
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      "start": 1986.32,
      "end": 1988.62,
      "text": "那就是Antigravity不太可靠",
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      "start": 1988.62,
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      "text": "我們稍等他一下",
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      "start": 1989.78,
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      "text": "那麼先回過頭",
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      "start": 1991.96,
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      "start": 1992.98,
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      "text": "好像也沒有什麼",
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      "start": 1995.02,
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      "text": "我很少用Antigravity啦",
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      "start": 1996.96,
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      "text": "因為",
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      "start": 1997.58,
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      "text": "怎麼說呢",
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      "start": 1998.86,
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      "text": "我優先還是Cloud",
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      "start": 2000.52,
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      "text": "然後再來Codex",
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      "start": 2001.88,
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      "text": "通常大部分事情",
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      "start": 2003.56,
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      "text": "開到這邊就會做完了",
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      "start": 2004.82,
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      "text": "不太會用到Antigravity",
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      "start": 2006.82,
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      "start": 2009.62,
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      "text": "我還是會繼續訂閱它啦",
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      "start": 2011.66,
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      "text": "因為難保說它會有一個新功能",
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      "start": 2014.36,
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      "text": "比如像Spark",
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      "start": 2015.66,
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      "text": "如果沒有訂閱的話",
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      "start": 2016.96,
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      "start": 2018.46,
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      "text": "呵呵呵",
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      "start": 2019.16,
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      "text": "我覺得它還算好用啦",
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      "start": 2020.56,
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      "text": "Spark還算好用",
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    {
      "start": 2021.56,
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      "text": "堪用堪用",
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      "start": 2022.56,
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      "text": "這邊沒有在",
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    {
      "start": 2023.56,
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      "text": "Google的話",
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      "start": 2024.26,
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      "text": "我覺得他們有遇到困難",
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    {
      "start": 2026.26,
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      "text": "是有遇到困難",
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    {
      "start": 2026.96,
      "end": 2028.66,
      "text": "因為世界變化太快了",
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    {
      "start": 2028.66,
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      "text": "就是你擁有很厚的資源",
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    {
      "start": 2031.36,
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      "text": "然後很很很強的資源",
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    {
      "start": 2034.66,
      "end": 2036.96,
      "text": "然後很硬的這個生態系",
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    {
      "start": 2036.96,
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      "text": "可是你知道嗎",
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    {
      "start": 2037.76,
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      "text": "數位就是這樣",
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    {
      "start": 2038.56,
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      "text": "你幾個月",
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    {
      "start": 2039.76,
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      "text": "幾個月沒有跟上",
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    {
      "start": 2040.96,
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      "text": "影響就很",
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    {
      "start": 2041.66,
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      "text": "之前像Nokia要打",
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      "start": 2043.06,
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      "text": "一下就打",
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      "start": 2043.86,
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      "text": "所以就是",
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      "start": 2045.06,
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      "text": "我覺得大公司也是要想像",
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    {
      "start": 2046.66,
      "end": 2049.06,
      "text": "有時候你這個沒跟上",
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    {
      "start": 2049.06,
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      "text": "你真的幾個月就沒",
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    {
      "start": 2050.56,
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      "text": "真的是蠻可怕的事",
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    {
      "start": 2051.86,
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      "text": "我沒有不用LUNA",
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    {
      "start": 2054.66,
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      "text": "我都有用",
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    {
      "start": 2055.56,
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      "text": "我今天是特別用Antigratis",
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    {
      "start": 2057.46,
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      "text": "我平常主力是Cloud Code的Codex",
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    {
      "start": 2060.06,
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      "text": "Codex的話因為我是100美金",
      "chunk": 4,
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    {
      "start": 2061.96,
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      "text": "所以我用LUNA的話會用不完",
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    {
      "start": 2066.06,
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      "text": "所以我還是會開Soul出來",
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    {
      "start": 2067.96,
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      "text": "那但是我去教學的時候",
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    {
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      "text": "我都會教大家用LUNA",
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    {
      "start": 2071.26,
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      "text": "OK好來",
      "chunk": 4,
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    {
      "start": 2072.26,
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      "text": "所以這邊有一個",
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    },
    {
      "start": 2073.56,
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      "text": "你要跟他講說",
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    {
      "start": 2074.96,
      "end": 2078.8,
      "text": "修復完之後你要跟他講說要去讓我開",
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    {
      "start": 2078.8,
      "end": 2081.1,
      "text": "我的這個App Script",
      "chunk": 4,
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      "compression_ratio": 1.2813688212927756,
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    {
      "start": 2081.1,
      "end": 2083.92,
      "text": "讓我去做部署",
      "chunk": 4,
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    {
      "start": 2083.92,
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      "text": "所以他這邊就會",
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    {
      "start": 2085.2,
      "end": 2087.24,
      "text": "這個大家不用擔心我不是不會",
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    {
      "start": 2087.24,
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      "text": "我是貼心的就是試給大家看",
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    {
      "start": 2090.32,
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      "text": "就是用這個比較冷門的AI怎麼做",
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    {
      "start": 2092.88,
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      "text": "用Codex一定會成功啦",
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    {
      "start": 2096.72,
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      "text": "大家不用擔心",
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    {
      "start": 2097.48,
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      "text": "好所以你看這邊的話",
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    {
      "start": 2099.28,
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      "text": "code.gs跟index.html",
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    {
      "start": 2102.86,
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      "text": "他就會幫你貼好",
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    {
      "start": 2104.14,
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      "text": "所以你就不用花時間去貼上",
      "chunk": 4,
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    {
      "start": 2107.34,
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      "text": "改程式的時候超級粉",
      "chunk": 4,
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      "no_speech_prob": 2.0944324399807535e-11,
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    },
    {
      "start": 2108.92,
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      "text": "所以我建議大家",
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    {
      "start": 2110.02,
      "end": 2113.42,
      "text": "在你的agent裡面把CLSP裝起來",
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    },
    {
      "start": 2113.42,
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      "text": "你就不用複製貼上程式",
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    {
      "start": 2114.92,
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      "text": "好那這裡的話",
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    },
    {
      "start": 2116.06,
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      "text": "我們儲存完之後啊",
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    },
    {
      "start": 2117.48,
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      "text": "選部署",
      "chunk": 4,
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    },
    {
      "start": 2118.26,
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      "text": "然後新增部署作業",
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    },
    {
      "start": 2120.02,
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      "text": "第一次的話也是要新增",
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    },
    {
      "start": 2121.22,
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      "text": "然後誰可以",
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    },
    {
      "start": 2122.42,
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      "text": "好然後這邊應該是網頁用程式",
      "chunk": 4,
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    },
    {
      "start": 2125.02,
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      "text": "好沒問題",
      "chunk": 4,
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    },
    {
      "start": 2125.66,
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      "text": "部署",
      "chunk": 4,
      "language": "zh",
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    },
    {
      "start": 2126.2,
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      "text": "我已經部署完成了",
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      "compression_ratio": 1.3823529411764706,
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    },
    {
      "start": 2127.4,
      "end": 2129.1,
      "text": "然後將網址複製",
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    },
    {
      "start": 2129.1,
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      "text": "可以用嗎",
      "chunk": 4,
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    },
    {
      "start": 2130.14,
      "end": 2131.16,
      "text": "欸可以耶",
      "chunk": 4,
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    {
      "start": 2131.16,
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      "text": "好來請大家幫我填喔",
      "chunk": 4,
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    {
      "start": 2133.9,
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      "text": "來幫我填一下齁",
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    {
      "start": 2135.54,
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      "text": "大家隨便填填就好了",
      "chunk": 4,
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    {
      "start": 2136.94,
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      "text": "不用",
      "chunk": 4,
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    },
    {
      "start": 2137.54,
      "end": 2139.46,
      "text": "那名字的話不要填你的",
      "chunk": 4,
      "language": "zh",
      "avg_logprob": -0.31863546675177895,
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    },
    {
      "start": 2139.46,
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      "text": "今天的Spark教學真的是太讚了",
      "chunk": 4,
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    {
      "start": 2142.66,
      "end": 2144.86,
      "text": "又能夠帶到結合A君",
      "chunk": 4,
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      "avg_logprob": -0.31863546675177895,
      "no_speech_prob": 2.0946924750298024e-11,
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    },
    {
      "start": 2144.86,
      "end": 2148.5,
      "text": "然後又能夠把Spark教學說明得很清楚",
      "chunk": 4,
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    },
    {
      "start": 2148.5,
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      "text": "受益良多",
      "chunk": 4,
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    {
      "start": 2149.86,
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      "text": "像這樣",
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    },
    {
      "start": 2150.54,
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      "text": "那就寫上你的名字",
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    },
    {
      "start": 2152.46,
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      "text": "然後跟今天我們直播的",
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    },
    {
      "start": 2154.14,
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      "text": "然後接下來送出新的",
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      "start": 2155.74,
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      "text": "那Google Sheet啊",
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    {
      "start": 2157.26,
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      "text": "Google Sheet的缺點是太多人送了",
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    {
      "start": 2160.46,
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      "text": "說會屌咧",
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      "start": 2161.74,
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      "text": "會屌咧",
      "chunk": 4,
      "language": "zh",
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    {
      "start": 2162.54,
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      "text": "這是它的缺點",
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      "start": 2163.34,
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      "text": "就是太多人的時候不行",
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    {
      "start": 2164.88,
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      "text": "所以我們這邊會有一個",
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    },
    {
      "start": 2166.16,
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      "text": "使用者心得收集",
      "chunk": 4,
      "language": "zh",
      "avg_logprob": -0.36970457738759566,
      "no_speech_prob": 2.5953553542401586e-11,
      "compression_ratio": 1.5570469798657718,
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    },
    {
      "start": 2168.08,
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      "text": "好",
      "chunk": 4,
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      "avg_logprob": -0.36970457738759566,
      "no_speech_prob": 2.5953553542401586e-11,
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    },
    {
      "start": 2169.22,
      "end": 2170.64,
      "text": "我的雲端點",
      "chunk": 4,
      "language": "zh",
      "avg_logprob": -0.36970457738759566,
      "no_speech_prob": 2.5953553542401586e-11,
      "compression_ratio": 1.5570469798657718,
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    },
    {
      "start": 2170.64,
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      "text": "使用者心得表彈",
      "chunk": 4,
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    {
      "start": 2172.04,
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      "text": "所以大家是不是",
      "chunk": 4,
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    },
    {
      "start": 2173.06,
      "end": 2174.86,
      "text": "收集的這個東西在這邊",
      "chunk": 4,
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      "compression_ratio": 1.5570469798657718,
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    },
    {
      "start": 2174.86,
      "end": 2175.38,
      "text": "有沒有看到",
      "chunk": 4,
      "language": "zh",
      "avg_logprob": -0.36970457738759566,
      "no_speech_prob": 2.5953553542401586e-11,
      "compression_ratio": 1.5570469798657718,
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    },
    {
      "start": 2175.38,
      "end": 2176.9,
      "text": "有沒有看到",
      "chunk": 4,
      "language": "zh",
      "avg_logprob": -0.36970457738759566,
      "no_speech_prob": 2.5953553542401586e-11,
      "compression_ratio": 1.5570469798657718,
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    {
      "start": 2176.9,
      "end": 2177.68,
      "text": "可以嗎",
      "chunk": 4,
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      "avg_logprob": -0.36970457738759566,
      "no_speech_prob": 2.5953553542401586e-11,
      "compression_ratio": 1.5570469798657718,
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    },
    {
      "start": 2177.68,
      "end": 2180.24,
      "text": "所以大家東西是不是都連到這邊來了",
      "chunk": 4,
      "language": "zh",
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      "no_speech_prob": 2.5953553542401586e-11,
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    {
      "start": 2180.24,
      "end": 2180.74,
      "text": "對吧",
      "chunk": 4,
      "language": "zh",
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      "no_speech_prob": 2.5953553542401586e-11,
      "compression_ratio": 1.5570469798657718,
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    },
    {
      "start": 2180.74,
      "end": 2182.54,
      "text": "然後我就可以怎麼樣你知道嗎",
      "chunk": 4,
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      "no_speech_prob": 2.5953553542401586e-11,
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    },
    {
      "start": 2182.54,
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      "text": "我是有了這個Google sheet的名字",
      "chunk": 4,
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      "no_speech_prob": 2.5953553542401586e-11,
      "compression_ratio": 1.5570469798657718,
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    {
      "start": 2185.1,
      "end": 2185.62,
      "text": "對不對",
      "chunk": 4,
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      "no_speech_prob": 2.5953553542401586e-11,
      "compression_ratio": 1.5570469798657718,
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    },
    {
      "start": 2185.62,
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      "text": "可以齁",
      "chunk": 4,
      "language": "zh",
      "avg_logprob": -0.36970457738759566,
      "no_speech_prob": 2.5953553542401586e-11,
      "compression_ratio": 1.5570469798657718,
      "source": "whisper"
    },
    {
      "start": 2186.38,
      "end": 2187.92,
      "text": "那我就可以怎麼樣呢",
      "chunk": 4,
      "language": "zh",
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      "no_speech_prob": 2.5953553542401586e-11,
      "compression_ratio": 1.5570469798657718,
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    },
    {
      "start": 2187.92,
      "end": 2188.94,
      "text": "我可以怎麼樣呢",
      "chunk": 4,
      "language": "zh",
      "avg_logprob": -0.36970457738759566,
      "no_speech_prob": 2.5953553542401586e-11,
      "compression_ratio": 1.5570469798657718,
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    },
    {
      "start": 2188.94,
      "end": 2190.74,
      "text": "我是可以回到我的Spark",
      "chunk": 4,
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      "compression_ratio": 1.5570469798657718,
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    },
    {
      "start": 2190.74,
      "end": 2191.5,
      "text": "對吧",
      "chunk": 4,
      "language": "zh",
      "avg_logprob": -0.36970457738759566,
      "no_speech_prob": 2.5953553542401586e-11,
      "compression_ratio": 1.5570469798657718,
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    },
    {
      "start": 2191.5,
      "end": 2192.78,
      "text": "然後在這個地方",
      "chunk": 4,
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      "avg_logprob": -0.36970457738759566,
      "no_speech_prob": 2.5953553542401586e-11,
      "compression_ratio": 1.5570469798657718,
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    },
    {
      "start": 2192.78,
      "end": 2196.24,
      "text": "在我的雲端硬碟裡面有一個表單的名字",
      "chunk": 4,
      "language": "zh",
      "avg_logprob": -0.18403377408295676,
      "no_speech_prob": 1.9597773057156154e-11,
      "compression_ratio": 1.3449477351916377,
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    },
    {
      "start": 2196.24,
      "end": 2198.3,
      "text": "是上面這個表單",
      "chunk": 4,
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      "compression_ratio": 1.3449477351916377,
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    },
    {
      "start": 2198.3,
      "end": 2199.96,
      "text": "你幫我找一下這個表單",
      "chunk": 4,
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      "avg_logprob": -0.18403377408295676,
      "no_speech_prob": 1.9597773057156154e-11,
      "compression_ratio": 1.3449477351916377,
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    },
    {
      "start": 2199.96,
      "end": 2201.52,
      "text": "Google Sheet的副檔名是",
      "chunk": 4,
      "language": "zh",
      "avg_logprob": -0.18403377408295676,
      "no_speech_prob": 1.9597773057156154e-11,
      "compression_ratio": 1.3449477351916377,
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    },
    {
      "start": 2201.52,
      "end": 2202.72,
      "text": "沒有顯示副檔名",
      "chunk": 4,
      "language": "zh",
      "avg_logprob": -0.18403377408295676,
      "no_speech_prob": 1.9597773057156154e-11,
      "compression_ratio": 1.3449477351916377,
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    },
    {
      "start": 2202.72,
      "end": 2203.64,
      "text": "好啦 沒關係啦",
      "chunk": 4,
      "language": "zh",
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      "no_speech_prob": 1.9597773057156154e-11,
      "compression_ratio": 1.3449477351916377,
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    },
    {
      "start": 2203.64,
      "end": 2207.6,
      "text": "所以有一個使用者心得",
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      "compression_ratio": 1.3449477351916377,
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    },
    {
      "start": 2207.6,
      "end": 2209.0,
      "text": "OK 收集表單",
      "chunk": 4,
      "language": "zh",
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      "no_speech_prob": 1.9597773057156154e-11,
      "compression_ratio": 1.3449477351916377,
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    },
    {
      "start": 2209.0,
      "end": 2210.22,
      "text": "你看找到了對不對",
      "chunk": 4,
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      "compression_ratio": 1.3449477351916377,
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    },
    {
      "start": 2210.22,
      "end": 2212.72,
      "text": "那接下來可以做什麼事你知道嗎",
      "chunk": 4,
      "language": "zh",
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      "no_speech_prob": 1.9597773057156154e-11,
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    },
    {
      "start": 2212.72,
      "end": 2215.6,
      "text": "可以吼 大家知道了吼",
      "chunk": 4,
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      "compression_ratio": 1.3449477351916377,
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    },
    {
      "start": 2215.6,
      "end": 2217.34,
      "text": "你幫我說明一下",
      "chunk": 4,
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      "compression_ratio": 1.3449477351916377,
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    },
    {
      "start": 2217.34,
      "end": 2221.62,
      "text": "你的輪巡是什麼樣一個功能要如何使用",
      "chunk": 4,
      "language": "zh",
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      "no_speech_prob": 1.9597773057156154e-11,
      "compression_ratio": 1.3449477351916377,
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    },
    {
      "start": 2221.62,
      "end": 2222.46,
      "text": "輪巡",
      "chunk": 4,
      "language": "zh",
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      "no_speech_prob": 1.9597773057156154e-11,
      "compression_ratio": 1.3449477351916377,
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    },
    {
      "start": 2222.46,
      "end": 2225.34,
      "text": "好,排程跟輪詢功能是這樣",
      "chunk": 4,
      "language": "zh",
      "avg_logprob": -0.21074518343297446,
      "no_speech_prob": 1.6064016436501127e-11,
      "compression_ratio": 1.3,
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    },
    {
      "start": 2225.34,
      "end": 2229.06,
      "text": "特定時間,固定的時間週期,滿足特定條件",
      "chunk": 4,
      "language": "zh",
      "avg_logprob": -0.21074518343297446,
      "no_speech_prob": 1.6064016436501127e-11,
      "compression_ratio": 1.3,
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    },
    {
      "start": 2229.06,
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      "text": "好,所以你可以問他",
      "chunk": 4,
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      "no_speech_prob": 1.6064016436501127e-11,
      "compression_ratio": 1.3,
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    },
    {
      "start": 2232.06,
      "end": 2235.48,
      "text": "你可以每隔30秒",
      "chunk": 4,
      "language": "zh",
      "avg_logprob": -0.21074518343297446,
      "no_speech_prob": 1.6064016436501127e-11,
      "compression_ratio": 1.3,
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    },
    {
      "start": 2235.48,
      "end": 2238.82,
      "text": "幫我輪詢一下這個試算表裡面的資料",
      "chunk": 4,
      "language": "zh",
      "avg_logprob": -0.21074518343297446,
      "no_speech_prob": 1.6064016436501127e-11,
      "compression_ratio": 1.3,
      "source": "whisper"
    },
    {
      "start": 2238.82,
      "end": 2241.76,
      "text": "然後根據使用者回饋",
      "chunk": 4,
      "language": "zh",
      "avg_logprob": -0.21074518343297446,
      "no_speech_prob": 1.6064016436501127e-11,
      "compression_ratio": 1.3,
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    },
    {
      "start": 2241.76,
      "end": 2245.68,
      "text": "然後幫我做簡單的感謝的回覆",
      "chunk": 4,
      "language": "zh",
      "avg_logprob": -0.21074518343297446,
      "no_speech_prob": 1.6064016436501127e-11,
      "compression_ratio": 1.3,
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    },
    {
      "start": 2245.68,
      "end": 2248.54,
      "text": "填在下一個表單的欄位",
      "chunk": 4,
      "language": "zh",
      "avg_logprob": -0.21074518343297446,
      "no_speech_prob": 1.6064016436501127e-11,
      "compression_ratio": 1.3,
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    },
    {
      "start": 2248.54,
      "end": 2249.66,
      "text": "你可以做到嗎?",
      "chunk": 4,
      "language": "zh",
      "avg_logprob": -0.21074518343297446,
      "no_speech_prob": 1.6064016436501127e-11,
      "compression_ratio": 1.3,
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    },
    {
      "start": 2249.66,
      "end": 2251.72,
      "text": "所以我們讓他試試看說",
      "chunk": 4,
      "language": "zh",
      "avg_logprob": -0.21074518343297446,
      "no_speech_prob": 1.6064016436501127e-11,
      "compression_ratio": 1.3,
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    },
    {
      "start": 2251.72,
      "end": 2254.72,
      "text": "每小時一次",
      "chunk": 4,
      "language": "zh",
      "avg_logprob": -0.1714401920284845,
      "no_speech_prob": 2.1106642475454684e-11,
      "compression_ratio": 1.372,
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    },
    {
      "start": 2254.72,
      "end": 2256.72,
      "text": "所以是沒有辦法30秒",
      "chunk": 4,
      "language": "zh",
      "avg_logprob": -0.1714401920284845,
      "no_speech_prob": 2.1106642475454684e-11,
      "compression_ratio": 1.372,
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    },
    {
      "start": 2256.72,
      "end": 2258.72,
      "text": "所以現在大家知道了嘛",
      "chunk": 4,
      "language": "zh",
      "avg_logprob": -0.1714401920284845,
      "no_speech_prob": 2.1106642475454684e-11,
      "compression_ratio": 1.372,
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    },
    {
      "start": 2258.72,
      "end": 2261.72,
      "text": "那你就可以叫他每個小時去做嘛",
      "chunk": 4,
      "language": "zh",
      "avg_logprob": -0.1714401920284845,
      "no_speech_prob": 2.1106642475454684e-11,
      "compression_ratio": 1.372,
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    },
    {
      "start": 2261.72,
      "end": 2264.72,
      "text": "所以如果今天你派了一個GS的作業",
      "chunk": 4,
      "language": "zh",
      "avg_logprob": -0.1714401920284845,
      "no_speech_prob": 2.1106642475454684e-11,
      "compression_ratio": 1.372,
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    },
    {
      "start": 2264.72,
      "end": 2267.72,
      "text": "你可以設定你要回覆的內容",
      "chunk": 4,
      "language": "zh",
      "avg_logprob": -0.1714401920284845,
      "no_speech_prob": 2.1106642475454684e-11,
      "compression_ratio": 1.372,
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    },
    {
      "start": 2267.72,
      "end": 2269.72,
      "text": "設定要回覆的內容",
      "chunk": 4,
      "language": "zh",
      "avg_logprob": -0.1714401920284845,
      "no_speech_prob": 2.1106642475454684e-11,
      "compression_ratio": 1.372,
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    },
    {
      "start": 2269.72,
      "end": 2272.72,
      "text": "然後回在表單上面或是回在什麼地方是可以的",
      "chunk": 4,
      "language": "zh",
      "avg_logprob": -0.1714401920284845,
      "no_speech_prob": 2.1106642475454684e-11,
      "compression_ratio": 1.372,
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    },
    {
      "start": 2272.72,
      "end": 2275.72,
      "text": "所以他可以去讀這個內容",
      "chunk": 4,
      "language": "zh",
      "avg_logprob": -0.1714401920284845,
      "no_speech_prob": 2.1106642475454684e-11,
      "compression_ratio": 1.372,
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    },
    {
      "start": 2275.72,
      "end": 2279.72,
      "text": "表單提交的時候自動觸發",
      "chunk": 4,
      "language": "zh",
      "avg_logprob": -0.1714401920284845,
      "no_speech_prob": 2.1106642475454684e-11,
      "compression_ratio": 1.372,
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    },
    {
      "start": 2279.72,
      "end": 2282.72,
      "text": "所以他會編寫一個完整的程式碼",
      "chunk": 4,
      "language": "zh",
      "avg_logprob": -0.19681736917206735,
      "no_speech_prob": 1.88492658981243e-11,
      "compression_ratio": 1.4421487603305785,
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    },
    {
      "start": 2282.72,
      "end": 2283.88,
      "text": "然後就可以運作",
      "chunk": 4,
      "language": "zh",
      "avg_logprob": -0.19681736917206735,
      "no_speech_prob": 1.88492658981243e-11,
      "compression_ratio": 1.4421487603305785,
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    },
    {
      "start": 2283.88,
      "end": 2285.78,
      "text": "感覺可以耶",
      "chunk": 4,
      "language": "zh",
      "avg_logprob": -0.19681736917206735,
      "no_speech_prob": 1.88492658981243e-11,
      "compression_ratio": 1.4421487603305785,
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    },
    {
      "start": 2285.78,
      "end": 2288.32,
      "text": "好 那我今天就不示範了",
      "chunk": 4,
      "language": "zh",
      "avg_logprob": -0.19681736917206735,
      "no_speech_prob": 1.88492658981243e-11,
      "compression_ratio": 1.4421487603305785,
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    },
    {
      "start": 2288.32,
      "end": 2290.66,
      "text": "幫我讀取這個試算表的資料",
      "chunk": 4,
      "language": "zh",
      "avg_logprob": -0.19681736917206735,
      "no_speech_prob": 1.88492658981243e-11,
      "compression_ratio": 1.4421487603305785,
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    },
    {
      "start": 2290.66,
      "end": 2294.3,
      "text": "在每一個使用者回覆的後面",
      "chunk": 4,
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      "no_speech_prob": 1.88492658981243e-11,
      "compression_ratio": 1.4421487603305785,
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    },
    {
      "start": 2294.3,
      "end": 2295.54,
      "text": "幫我新增",
      "chunk": 4,
      "language": "zh",
      "avg_logprob": -0.19681736917206735,
      "no_speech_prob": 1.88492658981243e-11,
      "compression_ratio": 1.4421487603305785,
      "source": "whisper"
    },
    {
      "start": 2295.54,
      "end": 2299.88,
      "text": "根據使用者回覆的感謝回覆詞",
      "chunk": 4,
      "language": "zh",
      "avg_logprob": -0.19681736917206735,
      "no_speech_prob": 1.88492658981243e-11,
      "compression_ratio": 1.4421487603305785,
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    },
    {
      "start": 2299.88,
      "end": 2301.56,
      "text": "所以你可以根據這個",
      "chunk": 4,
      "language": "zh",
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      "no_speech_prob": 1.88492658981243e-11,
      "compression_ratio": 1.4421487603305785,
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    },
    {
      "start": 2301.56,
      "end": 2303.42,
      "text": "我們試算表的資料",
      "chunk": 4,
      "language": "zh",
      "avg_logprob": -0.19681736917206735,
      "no_speech_prob": 1.88492658981243e-11,
      "compression_ratio": 1.4421487603305785,
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    },
    {
      "start": 2303.42,
      "end": 2306.02,
      "text": "然後來去做每個小時的輪詢",
      "chunk": 4,
      "language": "zh",
      "avg_logprob": -0.19681736917206735,
      "no_speech_prob": 1.88492658981243e-11,
      "compression_ratio": 1.4421487603305785,
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    },
    {
      "start": 2306.02,
      "end": 2308.56,
      "text": "所以這個結合的話就是",
      "chunk": 4,
      "language": "zh",
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      "no_speech_prob": 1.88492658981243e-11,
      "compression_ratio": 1.4421487603305785,
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    },
    {
      "start": 2308.56,
      "end": 2309.96,
      "text": "學生繳的資料",
      "chunk": 4,
      "language": "zh",
      "avg_logprob": -0.0924156793479711,
      "no_speech_prob": 1.9514799498576707e-11,
      "compression_ratio": 1.5681818181818181,
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    },
    {
      "start": 2309.96,
      "end": 2312.26,
      "text": "你可以讓他每個小時每個小時去看去讀",
      "chunk": 4,
      "language": "zh",
      "avg_logprob": -0.0924156793479711,
      "no_speech_prob": 1.9514799498576707e-11,
      "compression_ratio": 1.5681818181818181,
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    },
    {
      "start": 2312.26,
      "end": 2313.26,
      "text": "是沒有問題的",
      "chunk": 4,
      "language": "zh",
      "avg_logprob": -0.0924156793479711,
      "no_speech_prob": 1.9514799498576707e-11,
      "compression_ratio": 1.5681818181818181,
      "source": "whisper"
    },
    {
      "start": 2313.26,
      "end": 2315.7,
      "text": "那比如說有些資料是你每個禮拜要做一次的",
      "chunk": 4,
      "language": "zh",
      "avg_logprob": -0.0924156793479711,
      "no_speech_prob": 1.9514799498576707e-11,
      "compression_ratio": 1.5681818181818181,
      "source": "whisper"
    },
    {
      "start": 2315.7,
      "end": 2317.52,
      "text": "例如學生做什麼事情",
      "chunk": 4,
      "language": "zh",
      "avg_logprob": -0.0924156793479711,
      "no_speech_prob": 1.9514799498576707e-11,
      "compression_ratio": 1.5681818181818181,
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    },
    {
      "start": 2317.52,
      "end": 2319.8,
      "text": "或是這個表單的資料是你輸入的",
      "chunk": 4,
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      "avg_logprob": -0.0924156793479711,
      "no_speech_prob": 1.9514799498576707e-11,
      "compression_ratio": 1.5681818181818181,
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    },
    {
      "start": 2319.8,
      "end": 2324.88,
      "text": "例如學生的這個每個禮拜的這個輔導記錄",
      "chunk": 4,
      "language": "zh",
      "avg_logprob": -0.0924156793479711,
      "no_speech_prob": 1.9514799498576707e-11,
      "compression_ratio": 1.5681818181818181,
      "source": "whisper"
    },
    {
      "start": 2324.88,
      "end": 2327.48,
      "text": "好那你自己可能寫一個GAS去做記錄",
      "chunk": 4,
      "language": "zh",
      "avg_logprob": -0.0924156793479711,
      "no_speech_prob": 1.9514799498576707e-11,
      "compression_ratio": 1.5681818181818181,
      "source": "whisper"
    },
    {
      "start": 2327.48,
      "end": 2329.46,
      "text": "那你可以設定一個時間",
      "chunk": 4,
      "language": "zh",
      "avg_logprob": -0.0924156793479711,
      "no_speech_prob": 1.9514799498576707e-11,
      "compression_ratio": 1.5681818181818181,
      "source": "whisper"
    },
    {
      "start": 2329.46,
      "end": 2332.0,
      "text": "比如說每天去做一個什麼整理",
      "chunk": 4,
      "language": "zh",
      "avg_logprob": -0.0924156793479711,
      "no_speech_prob": 1.9514799498576707e-11,
      "compression_ratio": 1.5681818181818181,
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    },
    {
      "start": 2332.0,
      "end": 2333.82,
      "text": "將這整理的答案放到哪邊去",
      "chunk": 4,
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      "text": "或是放在這個試算表的後面之類的",
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      "text": "它就是串接你Google生態系",
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      "text": "我們就讓它去做這件事",
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      "text": "我現在是不是讓大家去輸入",
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      "text": "透過我的雲端的這個網頁",
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      "text": "然後連線到我的四算表",
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      "text": "所以總共15筆",
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      "text": "那我就會過頭去看一下我的",
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      "text": "OK好來",
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      "text": "大家有看到嗎?",
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      "start": 2370.94,
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      "text": "好聊天室刷一排",
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      "text": "88888好不好",
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      "text": "你看到嗎?",
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      "text": "甚至呢",
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      "text": "就是有很多的應用",
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      "text": "它也可以記信",
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      "text": "今天時間有限",
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      "text": "好不好",
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      "text": "以上就是今天",
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      "text": "的全部內容",
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      "text": "想要知道AI在教學上應用",
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      "text": "或者是我們這個數位教學在教學上應用的話",
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      "text": "要記得訂閱按讚還有分享喔",
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      "text": "我們下期再見",
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      "text": "大家掰掰",
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