{"text": "如果你現在才開始學clock code,你可能會跟我一樣,開啟中登機,看到一個黑色畫面,然後完全不知道幹嘛。或者說你已經開始用了,但每次跟clock溝通,它給你的結果都不是你想要的。你根本不知道是你的問題,還是工具的問題。今天這支影片,我要用我自己重新來過的角度,告訴你一個完全零基礎的人,應該用什麼順序來學clock code,才不會白費力氣。這不是一支Cloud code怎麼用的教學,只是一支你在學Cloud code之前應該先做什麼的影片。那這邊先快速幫大家建立一個基本概念。Cloud code是Entropic推出的一個AI Coding Agent,也就是一個能幫你寫程式,自動執行任務的AI助理。你可以直接在中登機裡面跟它對話,讓它幫你寫code,改code,或是debug,甚至直接操作你的整個專案。Cursor和GitHub Copilot目前很流行的AI寫程式工具,但跟它們不同的地方是,Cloud code更像是一個你可以真正對話的開發夥伴。你不只是讓它幫你補幾張code,你可以給它一個目標,讓它仔細規劃,執行,甚至做決策。簡單來說,Cloud code是你跟AI寫作開發,操作你整個資料專案夾的入口。好,那你可能也會問,我又不是工程師,這跟我有什麼關係?那讓我給你幾個統計。根據McKenzie的報告,預計到2030年,60%到70%的工作任務可以透過AI自動化完成。Gardner推測,到2028年,超過33%的企業倫敵利用程式,將會內建Agentic AI的能力。Agentic AI就是能自己規劃步驟,自主完成任務的AI。它不只是回答問題,像是activity。我們正在進入一個新的工作方式,不需要什麼自己都動手,你需要的是怎麼跟AI寫作,那幫你執行。Cloud code就是這個寫作關係裡面一個最重要的工具之一。好,那既然這麼重要,那我應該馬上開始學嗎?不,我的建議是,在你碰Cloud code之前,先去選N-80或是make。那這關係很大,N-80和make是no code的自動化工具,你用拖拉的方式把不同的服務連起來,讓資料自己流動。光是用這個工具,你就開始接觸到一大堆超級無敵重要的基礎概念。什麼概念呢?比如說webhook,當某個事件發生,它會自動通知你的流程。http request,你怎麼跟外部服務溝通。API,你跟Google,Notion,Slack溝通,靠的就是API。Json,直接在系統之間傳輸的時候長什麼樣子。authorization,你怎麼讓一個服務知道是你。deploy,你做好的東西,你怎麼讓它線上上持續跑。這邊我只想強調的是,如果你不知道這些概念,我強烈建議你先去N-80或是make,跑幾個流程試試看。至少了解這些基礎概念之後,你就轉到Cloud code會簡單很多。因為如果你不知道的話,那Cloud code要求你做什麼事情,你根本不知道。那這樣出來的東西的品質,還有安全疑慮,相對就沒有那麼高。舉個具體的例子,假設你想要用Cloud code幫你建立一個Telegram bot,每當有人傳訊息給你,它會自動慢點分類,還有回復。這個需求裡面,同時需要webhook,http request,json,authorization。那如果你有先玩過N-80,你腦袋裡就有這些畫面。OK,那懂了基礎概念之後呢,第二步是學prime engineering。prime engineering簡單來說就是學會怎麼跟AI說話。你說的方式不同,AI給你的結果就完全不同,也就是俗話說的garbage in,garbage out。很多人覺得下prime不就是說話嗎?有什麼好學的。但事實是,prime的品質會直接決定你拿到結果的品質。爛的prime,比如說幫我寫個自動化。好的prime就是說,我有一個N-80 workflow,每天早上8點從Google sheet抓資料,根據那位你的分類,分別傳送不同的內容的email,幫我寫JavaScript code。能夠在N-80的code node裡面執行。Google sheets的資料轉換成email的htmail格式。那這邊好的prime有幾個特徵。比如說背景清楚,目標明確,限制條件。那到了這個階段呢,你也進入兩樣東西。第一,你有基礎知識。你知道API,你知道webhook,你知道json,htt request是什麼。那第二呢,你知道怎麼跟AI溝通。你給的指定夠清楚,Cloud可以精準執行你下方的東西。這樣才算你準備好了,才可以真正開始使用Cloud Code。那假設你完全定義基礎,今天開啟Cloud Code,你想做一個簡單字的話。Cloud跟你說,你需要先設定一個API endpoint,然後用bearer token做authorization。然後你一定會想說,哇,你根本聽不懂啊。那你問Cloud,什麼是API endpoint?他跟你解釋。然後你再問,什麼是bearer token?然後他再解釋。你花了80%的時間在補背景之事。只有花20%的時間在真正做事。那如果你是臉基礎,如果想要真正學個Cloud Code,我給你路徑會是這樣。第一步,先選make,或是n把玩。搞懂webhook,htt request,api,json,oporization,deploy這些基本概念。第二步,選prime engineering,養成下清楚指令的習慣。背景、目標限制。第三步呢,才是真正使用Cloud Code,來達到輪跡AI協作。OK,那另外呢,我幫大家準備了一份PDF,讓你可以直接做複習。那裡面呢,就是包含影片經歷內容。比如說,prime engineering,為什麼要選clock code,還有,take away,那要取得方式非常簡單。你只要到我的school社群裡面,搜尋今天影片的資源裡面。那比如說這個影片,那這邊就會有相對應的PDF的資源。那此外,我自己也有在做AI自動化和AI Agent的教學。你進入之後呢,只要到classroom裡面,點開這個,你就可以觀看了。那另外呢,我平常也會在一般討論區這邊,做一般的分享。那如果你想加入的話,連結我會放在下方。OK,如果你覺得這個學習路徑對你有幫助,記得訂閱我的頻道。我每週都會更新AI工具和自動化的實用教學。此外,你也可以在我的社群裡面告訴我,你現在正在學習的路徑的哪個階段。我是Jane,我們下次見。我們下次影片見。", "segments": [{"id": 0, "seek": 0, "start": 0.0, "end": 8.0, "text": "如果你現在才開始學clock code,你可能會跟我一樣,開啟中登機,看到一個黑色畫面,然後完全不知道幹嘛。", "tokens": [50365, 45669, 12648, 18888, 21017, 21372, 9023, 3089, 11, 2166, 16657, 6236, 47472, 22977, 11, 12467, 8949, 5975, 25874, 17543, 11, 18032, 8990, 32141, 17673, 43822, 8833, 11, 10213, 37100, 17572, 44854, 1543, 50765], "temperature": 0, "avg_logprob": -0.1644286669217623, "compression_ratio": 1.3147058823529412, "no_speech_prob": 6.882684960157759e-12}, {"id": 1, "seek": 0, "start": 8.0, "end": 13.0, "text": "或者說你已經開始用了,但每次跟clock溝通,它給你的結果都不是你想要的。", "tokens": [50765, 31148, 4622, 2166, 25338, 21017, 9254, 2289, 11, 8395, 23664, 9487, 9678, 9023, 16084, 251, 19550, 11, 11284, 17798, 18961, 35181, 7182, 7296, 38386, 4275, 1546, 1543, 51015], "temperature": 0, "avg_logprob": -0.1644286669217623, "compression_ratio": 1.3147058823529412, "no_speech_prob": 6.882684960157759e-12}, {"id": 2, "seek": 0, "start": 13.0, "end": 16.0, "text": "你根本不知道是你的問題,還是工具的問題。", "tokens": [51015, 2166, 31337, 8802, 17572, 1541, 18961, 17197, 11, 25583, 23323, 39806, 1546, 17197, 1543, 51165], "temperature": 0, "avg_logprob": -0.1644286669217623, "compression_ratio": 1.3147058823529412, "no_speech_prob": 6.882684960157759e-12}, {"id": 3, "seek": 0, "start": 16.0, "end": 25.0, "text": "今天這支影片,我要用我自己重新來過的角度,告訴你一個完全零基礎的人,應該用什麼順序來學clock code,才不會白費力氣。", "tokens": [51165, 12074, 2664, 24400, 25373, 11, 32186, 9254, 1654, 17645, 12624, 12560, 3763, 8816, 1546, 29389, 13127, 11, 31080, 2166, 8990, 37100, 6306, 114, 26008, 14971, 236, 29979, 11, 26087, 9254, 7598, 8313, 228, 6346, 237, 3763, 21372, 9023, 3089, 11, 18888, 21121, 13558, 50071, 13486, 24090, 1543, 51615], "temperature": 0, "avg_logprob": -0.1644286669217623, "compression_ratio": 1.3147058823529412, "no_speech_prob": 6.882684960157759e-12}, {"id": 4, "seek": 2500, "start": 25.0, "end": 31.0, "text": "這不是一支Cloud code怎麼用的教學,只是一支你在學Cloud code之前應該先做什麼的影片。", "tokens": [50365, 2664, 7296, 2257, 24400, 32787, 3089, 11614, 9254, 1546, 21936, 21372, 11, 36859, 2257, 24400, 41410, 21372, 32787, 3089, 32442, 26087, 10108, 10907, 7598, 1546, 25373, 1543, 50665], "temperature": 0, "avg_logprob": -0.12515354748838436, "compression_ratio": 1.2868217054263567, "no_speech_prob": 8.771326547030167e-12}, {"id": 5, "seek": 2500, "start": 31.0, "end": 34.0, "text": "那這邊先快速幫大家建立一個基本概念。", "tokens": [50665, 4184, 22821, 10108, 10251, 31217, 32187, 6868, 34157, 24409, 8990, 37946, 26181, 33679, 1543, 50815], "temperature": 0, "avg_logprob": -0.12515354748838436, "compression_ratio": 1.2868217054263567, "no_speech_prob": 8.771326547030167e-12}, {"id": 6, "seek": 2500, "start": 34.0, "end": 41.0, "text": "Cloud code是Entropic推出的一個AI Coding Agent,也就是一個能幫你寫程式,自動執行任務的AI助理。", "tokens": [50815, 32787, 3089, 1541, 42837, 39173, 33597, 7781, 1546, 8990, 48698, 383, 8616, 27174, 11, 6404, 5620, 8990, 8225, 32187, 2166, 4510, 104, 29649, 27584, 11, 9722, 12572, 16262, 115, 8082, 26443, 39517, 1546, 48698, 37618, 13876, 1543, 51165], "temperature": 0, "avg_logprob": -0.12515354748838436, "compression_ratio": 1.2868217054263567, "no_speech_prob": 8.771326547030167e-12}, {"id": 7, "seek": 2500, "start": 41.0, "end": 48.0, "text": "你可以直接在中登機裡面跟它對話,讓它幫你寫code,改code,或是debug,甚至直接操作你的整個專案。", "tokens": [51165, 42766, 43297, 3581, 5975, 25874, 17543, 32399, 9678, 11284, 2855, 11103, 11, 21195, 11284, 32187, 2166, 4510, 104, 22332, 11, 34490, 22332, 11, 19780, 1541, 1479, 44455, 11, 17556, 20844, 43297, 13167, 235, 11914, 18961, 27662, 3338, 46072, 28899, 1543, 51515], "temperature": 0, "avg_logprob": -0.12515354748838436, "compression_ratio": 1.2868217054263567, "no_speech_prob": 8.771326547030167e-12}, {"id": 8, "seek": 2500, "start": 48.0, "end": 54.0, "text": "Cursor和GitHub Copilot目前很流行的AI寫程式工具,但跟它們不同的地方是,", "tokens": [51515, 34, 2156, 284, 12565, 38, 270, 21150, 11579, 31516, 39004, 4563, 27854, 8082, 1546, 48698, 4510, 104, 29649, 27584, 23323, 39806, 11, 8395, 9678, 11284, 4623, 47123, 1546, 30146, 1541, 11, 51815], "temperature": 0, "avg_logprob": -0.12515354748838436, "compression_ratio": 1.2868217054263567, "no_speech_prob": 8.771326547030167e-12}, {"id": 9, "seek": 5400, "start": 54.0, "end": 58.0, "text": "Cloud code更像是一個你可以真正對話的開發夥伴。", "tokens": [50365, 32787, 3089, 19002, 12760, 1541, 8990, 42766, 6303, 15789, 2855, 11103, 1546, 8949, 14637, 1787, 98, 7384, 112, 1543, 50565], "temperature": 0, "avg_logprob": -0.10959084354229827, "compression_ratio": 1.240677966101695, "no_speech_prob": 1.6137088193479698e-11}, {"id": 10, "seek": 5400, "start": 58.0, "end": 65.0, "text": "你不只是讓它幫你補幾張code,你可以給它一個目標,讓它仔細規劃,執行,甚至做決策。", "tokens": [50565, 2166, 1960, 36859, 21195, 11284, 32187, 2166, 8083, 250, 23575, 18889, 22332, 11, 42766, 17798, 11284, 8990, 11386, 46299, 11, 21195, 11284, 49385, 41588, 2888, 237, 5087, 225, 11, 16262, 115, 8082, 11, 17556, 20844, 10907, 33540, 7973, 244, 1543, 50915], "temperature": 0, "avg_logprob": -0.10959084354229827, "compression_ratio": 1.240677966101695, "no_speech_prob": 1.6137088193479698e-11}, {"id": 11, "seek": 5400, "start": 65.0, "end": 71.0, "text": "簡單來說,Cloud code是你跟AI寫作開發,操作你整個資料專案夾的入口。", "tokens": [50915, 31995, 36979, 11, 32787, 3089, 1541, 2166, 9678, 48698, 4510, 104, 11914, 8949, 14637, 11, 13167, 235, 11914, 2166, 27662, 3338, 35380, 33404, 46072, 28899, 1787, 122, 1546, 14028, 18144, 1543, 51215], "temperature": 0, "avg_logprob": -0.10959084354229827, "compression_ratio": 1.240677966101695, "no_speech_prob": 1.6137088193479698e-11}, {"id": 12, "seek": 5400, "start": 71.0, "end": 75.0, "text": "好,那你可能也會問,我又不是工程師,這跟我有什麼關係?", "tokens": [51215, 2131, 11, 4184, 2166, 16657, 6404, 6236, 11361, 11, 1654, 17047, 7296, 23323, 29649, 16276, 11, 2664, 9678, 39732, 7598, 25802, 30, 51415], "temperature": 0, "avg_logprob": -0.10959084354229827, "compression_ratio": 1.240677966101695, "no_speech_prob": 1.6137088193479698e-11}, {"id": 13, "seek": 5400, "start": 75.0, "end": 77.0, "text": "那讓我給你幾個統計。", "tokens": [51415, 4184, 21195, 1654, 17798, 2166, 23575, 3338, 33725, 30114, 1543, 51515], "temperature": 0, "avg_logprob": -0.10959084354229827, "compression_ratio": 1.240677966101695, "no_speech_prob": 1.6137088193479698e-11}, {"id": 14, "seek": 7700, "start": 77.0, "end": 84.0, "text": "根據McKenzie的報告,預計到2030年,60%到70%的工作任務可以透過AI自動化完成。", "tokens": [50365, 31337, 36841, 46716, 42, 32203, 1546, 17803, 16846, 11, 30156, 30114, 4511, 2009, 3446, 5157, 11, 4550, 4, 4511, 5867, 4, 1546, 41315, 26443, 39517, 6723, 45808, 8816, 48698, 9722, 12572, 23756, 41509, 1543, 50715], "temperature": 0, "avg_logprob": -0.22151107788085939, "compression_ratio": 1.1074074074074074, "no_speech_prob": 1.605896145229213e-11}, {"id": 15, "seek": 7700, "start": 84.0, "end": 91.0, "text": "Gardner推測,到2028年,超過33%的企業倫敵利用程式,將會內建Agentic AI的能力。", "tokens": [50715, 38, 515, 1193, 33597, 9592, 105, 11, 4511, 2009, 11205, 5157, 11, 19869, 8816, 10191, 4, 1546, 7384, 223, 27119, 2122, 104, 7017, 113, 23700, 9254, 29649, 27584, 11, 34168, 6236, 28472, 34157, 32, 6930, 299, 7318, 1546, 8225, 13486, 1543, 51065], "temperature": 0, "avg_logprob": -0.22151107788085939, "compression_ratio": 1.1074074074074074, "no_speech_prob": 1.605896145229213e-11}, {"id": 16, "seek": 7700, "start": 91.0, "end": 95.0, "text": "Agentic AI就是能自己規劃步驟,自主完成任務的AI。", "tokens": [51065, 32, 6930, 299, 7318, 5620, 8225, 17645, 2888, 237, 5087, 225, 31429, 24023, 253, 11, 9722, 13557, 41509, 26443, 39517, 1546, 48698, 1543, 51265], "temperature": 0, "avg_logprob": -0.22151107788085939, "compression_ratio": 1.1074074074074074, "no_speech_prob": 1.605896145229213e-11}, {"id": 17, "seek": 7700, "start": 95.0, "end": 97.0, "text": "它不只是回答問題,像是activity。", "tokens": [51265, 11284, 1960, 36859, 8350, 28223, 17197, 11, 12760, 1541, 578, 4253, 1543, 51365], "temperature": 0, "avg_logprob": -0.22151107788085939, "compression_ratio": 1.1074074074074074, "no_speech_prob": 1.605896145229213e-11}, {"id": 18, "seek": 9700, "start": 97.0, "end": 105.0, "text": "我們正在進入一個新的工作方式,不需要什麼自己都動手,你需要的是怎麼跟AI寫作,那幫你執行。", "tokens": [50365, 5884, 15789, 3581, 18214, 14028, 8990, 12560, 1546, 41315, 9249, 27584, 11, 1960, 35748, 7598, 17645, 7182, 12572, 11389, 11, 2166, 35748, 24620, 11614, 9678, 48698, 4510, 104, 11914, 11, 4184, 32187, 2166, 16262, 115, 8082, 1543, 50765], "temperature": 0, "avg_logprob": -0.1626034773789443, "compression_ratio": 1.3002832861189801, "no_speech_prob": 1.5965241281779008e-11}, {"id": 19, "seek": 9700, "start": 105.0, "end": 110.0, "text": "Cloud code就是這個寫作關係裡面一個最重要的工具之一。", "tokens": [50765, 32787, 3089, 5620, 6287, 4510, 104, 11914, 25802, 32399, 8990, 8661, 24928, 1546, 23323, 39806, 9574, 2257, 1543, 51015], "temperature": 0, "avg_logprob": -0.1626034773789443, "compression_ratio": 1.3002832861189801, "no_speech_prob": 1.5965241281779008e-11}, {"id": 20, "seek": 9700, "start": 110.0, "end": 113.0, "text": "好,那既然這麼重要,那我應該馬上開始學嗎?", "tokens": [51015, 2131, 11, 4184, 4479, 95, 5823, 21269, 24928, 11, 4184, 1654, 26087, 29098, 5708, 21017, 21372, 7434, 30, 51165], "temperature": 0, "avg_logprob": -0.1626034773789443, "compression_ratio": 1.3002832861189801, "no_speech_prob": 1.5965241281779008e-11}, {"id": 21, "seek": 9700, "start": 113.0, "end": 118.0, "text": "不,我的建議是,在你碰Cloud code之前,先去選N-80或是make。", "tokens": [51165, 1960, 11, 14200, 34157, 24686, 1541, 11, 3581, 2166, 16337, 108, 32787, 3089, 32442, 11, 10108, 6734, 21625, 45, 12, 4702, 19780, 1541, 38705, 1543, 51415], "temperature": 0, "avg_logprob": -0.1626034773789443, "compression_ratio": 1.3002832861189801, "no_speech_prob": 1.5965241281779008e-11}, {"id": 22, "seek": 9700, "start": 118.0, "end": 126.0, "text": "那這關係很大,N-80和make是no code的自動化工具,你用拖拉的方式把不同的服務連起來,讓資料自己流動。", "tokens": [51415, 4184, 2664, 25802, 4563, 3582, 11, 45, 12, 4702, 12565, 38705, 1541, 1771, 3089, 1546, 9722, 12572, 23756, 23323, 39806, 11, 2166, 9254, 6852, 244, 29717, 1546, 9249, 27584, 16075, 47123, 1546, 27408, 39517, 36252, 21670, 11, 21195, 35380, 33404, 17645, 27854, 12572, 1543, 51815], "temperature": 0, "avg_logprob": -0.1626034773789443, "compression_ratio": 1.3002832861189801, "no_speech_prob": 1.5965241281779008e-11}, {"id": 23, "seek": 12600, "start": 126.0, "end": 132.0, "text": "光是用這個工具,你就開始接觸到一大堆超級無敵重要的基礎概念。", "tokens": [50365, 20690, 1541, 9254, 6287, 23323, 39806, 11, 41045, 21017, 14468, 6758, 116, 4511, 2257, 3582, 10726, 228, 19869, 35315, 16976, 7017, 113, 24928, 1546, 26008, 14971, 236, 26181, 33679, 1543, 50665], "temperature": 0, "avg_logprob": -0.14027283642743085, "compression_ratio": 1.1793313069908815, "no_speech_prob": 1.6912336114893733e-11}, {"id": 24, "seek": 12600, "start": 132.0, "end": 133.0, "text": "什麼概念呢?", "tokens": [50665, 7598, 26181, 33679, 6240, 30, 50715], "temperature": 0, "avg_logprob": -0.14027283642743085, "compression_ratio": 1.1793313069908815, "no_speech_prob": 1.6912336114893733e-11}, {"id": 25, "seek": 12600, "start": 133.0, "end": 138.0, "text": "比如說webhook,當某個事件發生,它會自動通知你的流程。", "tokens": [50715, 36757, 4622, 826, 65, 71, 1212, 11, 13118, 17238, 238, 3338, 6973, 20485, 14637, 8244, 11, 11284, 6236, 9722, 12572, 19550, 6498, 18961, 27854, 29649, 1543, 50965], "temperature": 0, "avg_logprob": -0.14027283642743085, "compression_ratio": 1.1793313069908815, "no_speech_prob": 1.6912336114893733e-11}, {"id": 26, "seek": 12600, "start": 138.0, "end": 141.0, "text": "http request,你怎麼跟外部服務溝通。", "tokens": [50965, 357, 83, 79, 5308, 11, 2166, 11614, 9678, 12022, 13470, 27408, 39517, 16084, 251, 19550, 1543, 51115], "temperature": 0, "avg_logprob": -0.14027283642743085, "compression_ratio": 1.1793313069908815, "no_speech_prob": 1.6912336114893733e-11}, {"id": 27, "seek": 12600, "start": 141.0, "end": 146.0, "text": "API,你跟Google,Notion,Slack溝通,靠的就是API。", "tokens": [51115, 4715, 40, 11, 2166, 9678, 12104, 3127, 11, 15208, 313, 11, 46922, 501, 16084, 251, 19550, 11, 5363, 254, 1546, 5620, 4715, 40, 1543, 51365], "temperature": 0, "avg_logprob": -0.14027283642743085, "compression_ratio": 1.1793313069908815, "no_speech_prob": 1.6912336114893733e-11}, {"id": 28, "seek": 12600, "start": 146.0, "end": 150.0, "text": "Json,直接在系統之間傳輸的時候長什麼樣子。", "tokens": [51365, 41, 3015, 11, 43297, 3581, 25368, 33725, 9574, 11016, 40852, 12290, 116, 20643, 15353, 7598, 6180, 7626, 1543, 51565], "temperature": 0, "avg_logprob": -0.14027283642743085, "compression_ratio": 1.1793313069908815, "no_speech_prob": 1.6912336114893733e-11}, {"id": 29, "seek": 12600, "start": 150.0, "end": 153.0, "text": "authorization,你怎麼讓一個服務知道是你。", "tokens": [51565, 34224, 2144, 11, 2166, 11614, 21195, 8990, 27408, 39517, 7758, 1541, 2166, 1543, 51715], "temperature": 0, "avg_logprob": -0.14027283642743085, "compression_ratio": 1.1793313069908815, "no_speech_prob": 1.6912336114893733e-11}, {"id": 30, "seek": 15300, "start": 153.0, "end": 156.0, "text": "deploy,你做好的東西,你怎麼讓它線上上持續跑。", "tokens": [50365, 1479, 2384, 11, 2166, 10907, 20715, 26978, 11, 2166, 11614, 21195, 11284, 3581, 31699, 5708, 17694, 29583, 32585, 1543, 50515], "temperature": 0, "avg_logprob": -0.10493605172456201, "compression_ratio": 1.276470588235294, "no_speech_prob": 1.7444132943689183e-11}, {"id": 31, "seek": 15300, "start": 156.0, "end": 163.0, "text": "這邊我只想強調的是,如果你不知道這些概念,我強烈建議你先去N-80或是make,跑幾個流程試試看。", "tokens": [50515, 22821, 1654, 14003, 7093, 22752, 32943, 24620, 11, 45669, 17572, 29869, 26181, 33679, 11, 1654, 22752, 23661, 230, 34157, 24686, 2166, 10108, 6734, 45, 12, 4702, 19780, 1541, 38705, 11, 32585, 23575, 3338, 27854, 29649, 22099, 22099, 4200, 1543, 50865], "temperature": 0, "avg_logprob": -0.10493605172456201, "compression_ratio": 1.276470588235294, "no_speech_prob": 1.7444132943689183e-11}, {"id": 32, "seek": 15300, "start": 163.0, "end": 167.0, "text": "至少了解這些基礎概念之後,你就轉到Cloud code會簡單很多。", "tokens": [50865, 20844, 15686, 2289, 17278, 29869, 26008, 14971, 236, 26181, 33679, 26362, 11, 41045, 32739, 4511, 32787, 3089, 6236, 31995, 20778, 1543, 51065], "temperature": 0, "avg_logprob": -0.10493605172456201, "compression_ratio": 1.276470588235294, "no_speech_prob": 1.7444132943689183e-11}, {"id": 33, "seek": 15300, "start": 167.0, "end": 171.0, "text": "因為如果你不知道的話,那Cloud code要求你做什麼事情,你根本不知道。", "tokens": [51065, 11471, 45669, 17572, 21358, 11, 4184, 32787, 3089, 4275, 32718, 2166, 10907, 7598, 24675, 11, 2166, 31337, 8802, 17572, 1543, 51265], "temperature": 0, "avg_logprob": -0.10493605172456201, "compression_ratio": 1.276470588235294, "no_speech_prob": 1.7444132943689183e-11}, {"id": 34, "seek": 15300, "start": 171.0, "end": 175.0, "text": "那這樣出來的東西的品質,還有安全疑慮,相對就沒有那麼高。", "tokens": [51265, 4184, 8377, 29741, 1546, 26978, 1546, 30246, 43450, 11, 15569, 45466, 18140, 239, 12358, 106, 11, 15106, 2855, 3111, 6963, 20504, 12979, 1543, 51465], "temperature": 0, "avg_logprob": -0.10493605172456201, "compression_ratio": 1.276470588235294, "no_speech_prob": 1.7444132943689183e-11}, {"id": 35, "seek": 17500, "start": 175.0, "end": 184.0, "text": "舉個具體的例子,假設你想要用Cloud code幫你建立一個Telegram bot,每當有人傳訊息給你,它會自動慢點分類,還有回復。", "tokens": [50365, 42828, 3338, 39806, 23987, 1546, 17797, 7626, 11, 31706, 39035, 38386, 4275, 9254, 32787, 3089, 32187, 2166, 34157, 24409, 8990, 14233, 306, 1342, 10592, 11, 23664, 13118, 45820, 40852, 5396, 232, 26460, 17798, 2166, 11, 11284, 6236, 9722, 12572, 20645, 8216, 6627, 40092, 11, 15569, 8350, 2172, 102, 1543, 50815], "temperature": 0, "avg_logprob": -0.14720002026625081, "compression_ratio": 1.15, "no_speech_prob": 1.960333284589666e-11}, {"id": 36, "seek": 17500, "start": 184.0, "end": 190.0, "text": "這個需求裡面,同時需要webhook,http request,json,authorization。", "tokens": [50815, 6287, 32535, 32718, 32399, 11, 13089, 6611, 35748, 826, 65, 71, 1212, 11, 357, 83, 79, 5308, 11, 73, 3015, 11, 34224, 2144, 1543, 51115], "temperature": 0, "avg_logprob": -0.14720002026625081, "compression_ratio": 1.15, "no_speech_prob": 1.960333284589666e-11}, {"id": 37, "seek": 17500, "start": 190.0, "end": 193.0, "text": "那如果你有先玩過N-80,你腦袋裡就有這些畫面。", "tokens": [51115, 4184, 13119, 43320, 10108, 19912, 8816, 45, 12, 4702, 11, 2166, 21184, 99, 19688, 233, 11066, 3111, 2412, 29869, 43822, 8833, 1543, 51265], "temperature": 0, "avg_logprob": -0.14720002026625081, "compression_ratio": 1.15, "no_speech_prob": 1.960333284589666e-11}, {"id": 38, "seek": 17500, "start": 193.0, "end": 197.0, "text": "OK,那懂了基礎概念之後呢,第二步是學prime engineering。", "tokens": [51265, 9443, 11, 4184, 29624, 2289, 26008, 14971, 236, 26181, 33679, 26362, 6240, 11, 19693, 31429, 1541, 21372, 1424, 1312, 7043, 1543, 51465], "temperature": 0, "avg_logprob": -0.14720002026625081, "compression_ratio": 1.15, "no_speech_prob": 1.960333284589666e-11}, {"id": 39, "seek": 17500, "start": 197.0, "end": 201.0, "text": "prime engineering簡單來說就是學會怎麼跟AI說話。", "tokens": [51465, 1424, 1312, 7043, 31995, 36979, 5620, 21372, 6236, 11614, 9678, 48698, 4622, 11103, 1543, 51665], "temperature": 0, "avg_logprob": -0.14720002026625081, "compression_ratio": 1.15, "no_speech_prob": 1.960333284589666e-11}, {"id": 40, "seek": 20100, "start": 201.0, "end": 207.0, "text": "你說的方式不同,AI給你的結果就完全不同,也就是俗話說的garbage in,garbage out。", "tokens": [50365, 42920, 1546, 9249, 27584, 47123, 11, 48698, 17798, 18961, 35181, 3111, 37100, 47123, 11, 6404, 5620, 7792, 245, 11103, 4622, 1546, 2976, 9742, 294, 11, 2976, 9742, 484, 1543, 50665], "temperature": 0, "avg_logprob": -0.20201524511560218, "compression_ratio": 1.257617728531856, "no_speech_prob": 1.8867222020824137e-11}, {"id": 41, "seek": 20100, "start": 207.0, "end": 210.0, "text": "很多人覺得下prime不就是說話嗎?有什麼好學的。", "tokens": [50665, 4563, 6392, 4035, 11274, 4438, 1424, 1312, 1960, 5620, 4622, 11103, 7434, 30, 2412, 7598, 2131, 21372, 1546, 1543, 50815], "temperature": 0, "avg_logprob": -0.20201524511560218, "compression_ratio": 1.257617728531856, "no_speech_prob": 1.8867222020824137e-11}, {"id": 42, "seek": 20100, "start": 210.0, "end": 215.0, "text": "但事實是,prime的品質會直接決定你拿到結果的品質。", "tokens": [50815, 8395, 6973, 10376, 1541, 11, 1424, 1312, 1546, 30246, 43450, 6236, 43297, 33540, 12088, 2166, 24351, 4511, 35181, 1546, 30246, 43450, 1543, 51065], "temperature": 0, "avg_logprob": -0.20201524511560218, "compression_ratio": 1.257617728531856, "no_speech_prob": 1.8867222020824137e-11}, {"id": 43, "seek": 20100, "start": 215.0, "end": 218.0, "text": "爛的prime,比如說幫我寫個自動化。", "tokens": [51065, 8164, 249, 1546, 1424, 1312, 11, 36757, 4622, 32187, 1654, 4510, 104, 3338, 9722, 12572, 23756, 1543, 51215], "temperature": 0, "avg_logprob": -0.20201524511560218, "compression_ratio": 1.257617728531856, "no_speech_prob": 1.8867222020824137e-11}, {"id": 44, "seek": 20100, "start": 218.0, "end": 229.0, "text": "好的prime就是說,我有一個N-80 workflow,每天早上8點從Google sheet抓資料,根據那位你的分類,分別傳送不同的內容的email,幫我寫JavaScript code。", "tokens": [51215, 20715, 1424, 1312, 26222, 11, 39732, 8990, 45, 12, 4702, 20993, 11, 23664, 6135, 21176, 5708, 23, 8216, 21068, 12104, 3127, 8193, 43069, 35380, 33404, 11, 31337, 36841, 4184, 11160, 18961, 6627, 40092, 11, 6627, 16158, 14637, 29309, 47123, 1546, 28472, 25750, 1546, 443, 864, 11, 32187, 1654, 4510, 104, 41, 4061, 14237, 3089, 1543, 51765], "temperature": 0, "avg_logprob": -0.20201524511560218, "compression_ratio": 1.257617728531856, "no_speech_prob": 1.8867222020824137e-11}, {"id": 45, "seek": 22900, "start": 229.0, "end": 232.0, "text": "能夠在N-80的code node裡面執行。", "tokens": [50365, 8225, 31649, 3581, 45, 12, 4702, 1546, 22332, 9984, 32399, 16262, 115, 8082, 1543, 50515], "temperature": 0, "avg_logprob": -0.23062461461776343, "compression_ratio": 1.2324929971988796, "no_speech_prob": 1.75425039078414e-11}, {"id": 46, "seek": 22900, "start": 232.0, "end": 235.0, "text": "Google sheets的資料轉換成email的htmail格式。", "tokens": [50515, 12104, 3127, 15421, 1546, 35380, 33404, 32739, 36338, 11336, 443, 864, 1546, 357, 11799, 30921, 27584, 1543, 50665], "temperature": 0, "avg_logprob": -0.23062461461776343, "compression_ratio": 1.2324929971988796, "no_speech_prob": 1.75425039078414e-11}, {"id": 47, "seek": 22900, "start": 235.0, "end": 238.0, "text": "那這邊好的prime有幾個特徵。", "tokens": [50665, 4184, 22821, 20715, 1424, 1312, 2412, 23575, 3338, 17682, 2172, 223, 1543, 50815], "temperature": 0, "avg_logprob": -0.23062461461776343, "compression_ratio": 1.2324929971988796, "no_speech_prob": 1.75425039078414e-11}, {"id": 48, "seek": 22900, "start": 238.0, "end": 242.0, "text": "比如說背景清楚,目標明確,限制條件。", "tokens": [50815, 36757, 4622, 46329, 50218, 38433, 11, 11386, 46299, 11100, 24293, 11, 43446, 25491, 31106, 20485, 1543, 51015], "temperature": 0, "avg_logprob": -0.23062461461776343, "compression_ratio": 1.2324929971988796, "no_speech_prob": 1.75425039078414e-11}, {"id": 49, "seek": 22900, "start": 242.0, "end": 245.0, "text": "那到了這個階段呢,你也進入兩樣東西。", "tokens": [51015, 4184, 21381, 6287, 10673, 236, 28427, 6240, 11, 2166, 6404, 18214, 14028, 16313, 6180, 26978, 1543, 51165], "temperature": 0, "avg_logprob": -0.23062461461776343, "compression_ratio": 1.2324929971988796, "no_speech_prob": 1.75425039078414e-11}, {"id": 50, "seek": 22900, "start": 245.0, "end": 247.0, "text": "第一,你有基礎知識。", "tokens": [51165, 18049, 11, 43320, 26008, 14971, 236, 6498, 43143, 1543, 51265], "temperature": 0, "avg_logprob": -0.23062461461776343, "compression_ratio": 1.2324929971988796, "no_speech_prob": 1.75425039078414e-11}, {"id": 51, "seek": 22900, "start": 247.0, "end": 251.0, "text": "你知道API,你知道webhook,你知道json,htt request是什麼。", "tokens": [51265, 28945, 4715, 40, 11, 28945, 826, 65, 71, 1212, 11, 28945, 73, 3015, 11, 357, 83, 5308, 35851, 1543, 51465], "temperature": 0, "avg_logprob": -0.23062461461776343, "compression_ratio": 1.2324929971988796, "no_speech_prob": 1.75425039078414e-11}, {"id": 52, "seek": 22900, "start": 251.0, "end": 254.0, "text": "那第二呢,你知道怎麼跟AI溝通。", "tokens": [51465, 4184, 19693, 6240, 11, 28945, 11614, 9678, 48698, 16084, 251, 19550, 1543, 51615], "temperature": 0, "avg_logprob": -0.23062461461776343, "compression_ratio": 1.2324929971988796, "no_speech_prob": 1.75425039078414e-11}, {"id": 53, "seek": 22900, "start": 254.0, "end": 258.0, "text": "你給的指定夠清楚,Cloud可以精準執行你下方的東西。", "tokens": [51615, 2166, 17798, 1546, 25922, 12088, 31649, 38433, 11, 32787, 6723, 34910, 28220, 16262, 115, 8082, 2166, 4438, 9249, 1546, 26978, 1543, 51815], "temperature": 0, "avg_logprob": -0.23062461461776343, "compression_ratio": 1.2324929971988796, "no_speech_prob": 1.75425039078414e-11}, {"id": 54, "seek": 25800, "start": 258.0, "end": 262.0, "text": "這樣才算你準備好了,才可以真正開始使用Cloud Code。", "tokens": [50365, 8377, 18888, 19497, 2166, 36241, 12621, 11, 18888, 6723, 6303, 15789, 21017, 22982, 9254, 32787, 15549, 1543, 50565], "temperature": 0, "avg_logprob": -0.16394142606365147, "compression_ratio": 1.3398058252427185, "no_speech_prob": 2.188912072431659e-11}, {"id": 55, "seek": 25800, "start": 262.0, "end": 268.0, "text": "那假設你完全定義基礎,今天開啟Cloud Code,你想做一個簡單字的話。", "tokens": [50565, 4184, 31706, 39035, 2166, 37100, 12088, 37430, 26008, 14971, 236, 11, 12074, 12467, 8949, 32787, 15549, 11, 38386, 10907, 8990, 31995, 22381, 21358, 1543, 50865], "temperature": 0, "avg_logprob": -0.16394142606365147, "compression_ratio": 1.3398058252427185, "no_speech_prob": 2.188912072431659e-11}, {"id": 56, "seek": 25800, "start": 268.0, "end": 273.0, "text": "Cloud跟你說,你需要先設定一個API endpoint,然後用bearer token做authorization。", "tokens": [50865, 32787, 24131, 4622, 11, 2166, 35748, 10108, 39035, 12088, 8990, 4715, 40, 35795, 11, 10213, 9254, 26738, 260, 14862, 10907, 34224, 2144, 1543, 51115], "temperature": 0, "avg_logprob": -0.16394142606365147, "compression_ratio": 1.3398058252427185, "no_speech_prob": 2.188912072431659e-11}, {"id": 57, "seek": 25800, "start": 273.0, "end": 276.0, "text": "然後你一定會想說,哇,你根本聽不懂啊。", "tokens": [51115, 10213, 2166, 24272, 6236, 7093, 4622, 11, 19471, 11, 2166, 31337, 8802, 21524, 1960, 29624, 4905, 1543, 51265], "temperature": 0, "avg_logprob": -0.16394142606365147, "compression_ratio": 1.3398058252427185, "no_speech_prob": 2.188912072431659e-11}, {"id": 58, "seek": 25800, "start": 276.0, "end": 278.0, "text": "那你問Cloud,什麼是API endpoint?", "tokens": [51265, 4184, 2166, 11361, 32787, 11, 7598, 1541, 4715, 40, 35795, 30, 51365], "temperature": 0, "avg_logprob": -0.16394142606365147, "compression_ratio": 1.3398058252427185, "no_speech_prob": 2.188912072431659e-11}, {"id": 59, "seek": 25800, "start": 278.0, "end": 279.0, "text": "他跟你解釋。", "tokens": [51365, 5000, 24131, 17278, 5873, 233, 1543, 51415], "temperature": 0, "avg_logprob": -0.16394142606365147, "compression_ratio": 1.3398058252427185, "no_speech_prob": 2.188912072431659e-11}, {"id": 60, "seek": 25800, "start": 279.0, "end": 281.0, "text": "然後你再問,什麼是bearer token?", "tokens": [51415, 10213, 2166, 8623, 11361, 11, 7598, 1541, 26738, 260, 14862, 30, 51515], "temperature": 0, "avg_logprob": -0.16394142606365147, "compression_ratio": 1.3398058252427185, "no_speech_prob": 2.188912072431659e-11}, {"id": 61, "seek": 25800, "start": 281.0, "end": 282.0, "text": "然後他再解釋。", "tokens": [51515, 10213, 5000, 8623, 17278, 5873, 233, 1543, 51565], "temperature": 0, "avg_logprob": -0.16394142606365147, "compression_ratio": 1.3398058252427185, "no_speech_prob": 2.188912072431659e-11}, {"id": 62, "seek": 28200, "start": 282.0, "end": 286.0, "text": "你花了80%的時間在補背景之事。", "tokens": [50365, 2166, 20127, 2289, 4702, 4, 1546, 20788, 3581, 8083, 250, 46329, 50218, 9574, 6973, 1543, 50565], "temperature": 0, "avg_logprob": -0.29866125873316113, "compression_ratio": 1.1015625, "no_speech_prob": 2.1778537306893497e-11}, {"id": 63, "seek": 28200, "start": 286.0, "end": 290.0, "text": "只有花20%的時間在真正做事。", "tokens": [50565, 35244, 20127, 2009, 4, 1546, 20788, 3581, 6303, 15789, 10907, 6973, 1543, 50765], "temperature": 0, "avg_logprob": -0.29866125873316113, "compression_ratio": 1.1015625, "no_speech_prob": 2.1778537306893497e-11}, {"id": 64, "seek": 28200, "start": 290.0, "end": 294.0, "text": "那如果你是臉基礎,如果想要真正學個Cloud Code,我給你路徑會是這樣。", "tokens": [50765, 4184, 13119, 32526, 6784, 231, 26008, 14971, 236, 11, 13119, 7093, 4275, 6303, 15789, 21372, 3338, 32787, 15549, 11, 1654, 17798, 2166, 24658, 2172, 239, 6236, 49603, 1543, 50965], "temperature": 0, "avg_logprob": -0.29866125873316113, "compression_ratio": 1.1015625, "no_speech_prob": 2.1778537306893497e-11}, {"id": 65, "seek": 28200, "start": 294.0, "end": 296.0, "text": "第一步,先選make,或是n把玩。", "tokens": [50965, 18049, 31429, 11, 10108, 21625, 38705, 11, 19780, 1541, 77, 16075, 19912, 1543, 51065], "temperature": 0, "avg_logprob": -0.29866125873316113, "compression_ratio": 1.1015625, "no_speech_prob": 2.1778537306893497e-11}, {"id": 66, "seek": 28200, "start": 296.0, "end": 302.0, "text": "搞懂webhook,htt request,api,json,oporization,deploy這些基本概念。", "tokens": [51065, 41816, 29624, 826, 65, 71, 1212, 11, 357, 83, 5308, 11, 35891, 11, 73, 3015, 11, 404, 284, 2144, 11, 1479, 2384, 29869, 37946, 26181, 33679, 1543, 51365], "temperature": 0, "avg_logprob": -0.29866125873316113, "compression_ratio": 1.1015625, "no_speech_prob": 2.1778537306893497e-11}, {"id": 67, "seek": 30200, "start": 302.0, "end": 306.0, "text": "第二步,選prime engineering,養成下清楚指令的習慣。", "tokens": [50365, 19693, 31429, 11, 21625, 1424, 1312, 7043, 11, 22217, 232, 11336, 4438, 38433, 25922, 49061, 1546, 34025, 12358, 96, 1543, 50565], "temperature": 0, "avg_logprob": -0.2004009485244751, "compression_ratio": 1.193717277486911, "no_speech_prob": 1.7591894954649412e-11}, {"id": 68, "seek": 30200, "start": 306.0, "end": 308.0, "text": "背景、目標限制。", "tokens": [50565, 46329, 50218, 1231, 11386, 46299, 43446, 25491, 1543, 50665], "temperature": 0, "avg_logprob": -0.2004009485244751, "compression_ratio": 1.193717277486911, "no_speech_prob": 1.7591894954649412e-11}, {"id": 69, "seek": 30200, "start": 308.0, "end": 312.0, "text": "第三步呢,才是真正使用Cloud Code,來達到輪跡AI協作。", "tokens": [50665, 35878, 31429, 6240, 11, 18888, 1541, 6303, 15789, 22982, 9254, 32787, 15549, 11, 3763, 33086, 4511, 12290, 103, 6563, 94, 48698, 5322, 242, 11914, 1543, 50865], "temperature": 0, "avg_logprob": -0.2004009485244751, "compression_ratio": 1.193717277486911, "no_speech_prob": 1.7591894954649412e-11}, {"id": 70, "seek": 30200, "start": 312.0, "end": 316.0, "text": "OK,那另外呢,我幫大家準備了一份PDF,讓你可以直接做複習。", "tokens": [50865, 9443, 11, 4184, 26202, 6240, 11, 1654, 32187, 6868, 36241, 2289, 2257, 36266, 17349, 37, 11, 21195, 42766, 43297, 10907, 164, 97, 229, 34025, 1543, 51065], "temperature": 0, "avg_logprob": -0.2004009485244751, "compression_ratio": 1.193717277486911, "no_speech_prob": 1.7591894954649412e-11}, {"id": 71, "seek": 30200, "start": 316.0, "end": 318.0, "text": "那裡面呢,就是包含影片經歷內容。", "tokens": [51065, 4184, 32399, 6240, 11, 5620, 23305, 2392, 104, 25373, 15145, 4287, 115, 28472, 25750, 1543, 51165], "temperature": 0, "avg_logprob": -0.2004009485244751, "compression_ratio": 1.193717277486911, "no_speech_prob": 1.7591894954649412e-11}, {"id": 72, "seek": 30200, "start": 318.0, "end": 322.0, "text": "比如說,prime engineering,為什麼要選clock code,", "tokens": [51165, 36757, 4622, 11, 1424, 1312, 7043, 11, 18987, 4275, 21625, 9023, 3089, 11, 51365], "temperature": 0, "avg_logprob": -0.2004009485244751, "compression_ratio": 1.193717277486911, "no_speech_prob": 1.7591894954649412e-11}, {"id": 73, "seek": 30200, "start": 322.0, "end": 325.0, "text": "還有,take away,那要取得方式非常簡單。", "tokens": [51365, 15569, 11, 27612, 1314, 11, 4184, 4275, 29436, 5916, 9249, 27584, 14392, 31995, 1543, 51515], "temperature": 0, "avg_logprob": -0.2004009485244751, "compression_ratio": 1.193717277486911, "no_speech_prob": 1.7591894954649412e-11}, {"id": 74, "seek": 30200, "start": 325.0, "end": 330.0, "text": "你只要到我的school社群裡面,搜尋今天影片的資源裡面。", "tokens": [51515, 2166, 14003, 4275, 4511, 14200, 22779, 27658, 7248, 97, 32399, 11, 162, 14987, 1530, 233, 12074, 25373, 1546, 35380, 47402, 32399, 1543, 51765], "temperature": 0, "avg_logprob": -0.2004009485244751, "compression_ratio": 1.193717277486911, "no_speech_prob": 1.7591894954649412e-11}, {"id": 75, "seek": 33000, "start": 330.0, "end": 335.0, "text": "那比如說這個影片,那這邊就會有相對應的PDF的資源。", "tokens": [50365, 4184, 36757, 4622, 6287, 25373, 11, 4184, 22821, 47778, 2412, 15106, 2855, 20481, 1546, 17349, 37, 1546, 35380, 47402, 1543, 50615], "temperature": 0, "avg_logprob": -0.11531950957583685, "compression_ratio": 1.2434017595307918, "no_speech_prob": 2.535652590673898e-11}, {"id": 76, "seek": 33000, "start": 335.0, "end": 339.0, "text": "那此外,我自己也有在做AI自動化和AI Agent的教學。", "tokens": [50615, 4184, 17947, 12022, 11, 1654, 17645, 6404, 2412, 3581, 10907, 48698, 9722, 12572, 23756, 12565, 48698, 27174, 1546, 21936, 21372, 1543, 50815], "temperature": 0, "avg_logprob": -0.11531950957583685, "compression_ratio": 1.2434017595307918, "no_speech_prob": 2.535652590673898e-11}, {"id": 77, "seek": 33000, "start": 339.0, "end": 344.0, "text": "你進入之後呢,只要到classroom裡面,點開這個,你就可以觀看了。", "tokens": [50815, 2166, 18214, 14028, 26362, 6240, 11, 14003, 4275, 4511, 11665, 2861, 32399, 11, 8216, 8949, 6287, 11, 2166, 36781, 25179, 4200, 2289, 1543, 51065], "temperature": 0, "avg_logprob": -0.11531950957583685, "compression_ratio": 1.2434017595307918, "no_speech_prob": 2.535652590673898e-11}, {"id": 78, "seek": 33000, "start": 344.0, "end": 350.0, "text": "那另外呢,我平常也會在一般討論區這邊,做一般的分享。", "tokens": [51065, 4184, 26202, 6240, 11, 1654, 16716, 11279, 6404, 6236, 3581, 2257, 49640, 5396, 236, 29340, 44526, 22821, 11, 10907, 2257, 49640, 1546, 30855, 1543, 51365], "temperature": 0, "avg_logprob": -0.11531950957583685, "compression_ratio": 1.2434017595307918, "no_speech_prob": 2.535652590673898e-11}, {"id": 79, "seek": 33000, "start": 350.0, "end": 353.0, "text": "那如果你想加入的話,連結我會放在下方。", "tokens": [51365, 4184, 13119, 38386, 43878, 21358, 11, 36252, 17144, 1654, 6236, 12744, 3581, 4438, 9249, 1543, 51515], "temperature": 0, "avg_logprob": -0.11531950957583685, "compression_ratio": 1.2434017595307918, "no_speech_prob": 2.535652590673898e-11}, {"id": 80, "seek": 33000, "start": 353.0, "end": 357.0, "text": "OK,如果你覺得這個學習路徑對你有幫助,記得訂閱我的頻道。", "tokens": [51515, 9443, 11, 45669, 11274, 6287, 21372, 34025, 24658, 2172, 239, 2855, 43320, 32187, 37618, 11, 30872, 30215, 14200, 37569, 1543, 51715], "temperature": 0, "avg_logprob": -0.11531950957583685, "compression_ratio": 1.2434017595307918, "no_speech_prob": 2.535652590673898e-11}, {"id": 81, "seek": 35700, "start": 357.0, "end": 360.0, "text": "我每週都會更新AI工具和自動化的實用教學。", "tokens": [50365, 1654, 23664, 37390, 7182, 6236, 19002, 12560, 48698, 23323, 39806, 12565, 9722, 12572, 23756, 1546, 10376, 9254, 21936, 21372, 1543, 50515], "temperature": 0, "avg_logprob": -0.17945423410899602, "compression_ratio": 1.0449438202247192, "no_speech_prob": 2.1980042785862963e-11}, {"id": 82, "seek": 35700, "start": 360.0, "end": 364.0, "text": "此外,你也可以在我的社群裡面告訴我,你現在正在學習的路徑的哪個階段。", "tokens": [50515, 17947, 12022, 11, 2166, 47935, 3581, 14200, 27658, 7248, 97, 32399, 31080, 1654, 11, 2166, 12648, 15789, 3581, 21372, 34025, 1546, 24658, 2172, 239, 1546, 17028, 3338, 10673, 236, 28427, 1543, 50715], "temperature": 0, "avg_logprob": -0.17945423410899602, "compression_ratio": 1.0449438202247192, "no_speech_prob": 2.1980042785862963e-11}, {"id": 83, "seek": 35700, "start": 364.0, "end": 366.0, "text": "我是Jane,我們下次見。", "tokens": [50715, 15914, 41, 1929, 11, 5884, 35829, 10470, 1543, 50815], "temperature": 0, "avg_logprob": -0.17945423410899602, "compression_ratio": 1.0449438202247192, "no_speech_prob": 2.1980042785862963e-11}, {"id": 84, "seek": 36600, "start": 366.0, "end": 368.0, "text": "我們下次影片見。", "tokens": [50365, 5884, 35829, 25373, 10470, 1543, 50465], "temperature": 0, "avg_logprob": -0.4301820397377014, "compression_ratio": 0.6857142857142857, "no_speech_prob": 1.574409699833801e-11}], "language": "zh"}