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LINEBot LLM 小訣竅
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LINE Developers Taiwan
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September 20, 2023
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LINEBot LLM 小訣竅
20230920_GAI_Meetup by Evan Lin
https://blindegg.kktix.cc/events/202309gai
LINE Developers Taiwan
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September 20, 2023
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Transcript
LINEBot LLM ⼩訣竅
⽣成式 AI 服務
打造有趣的 LINE Bot (Prompt Based)
群組訊息摘要王 太多群組訊息 不敢問⼈家發⽣什麼事 …. 給我懶⼈包
群組訊息摘要王 太多群組訊息 不敢問⼈家發⽣什麼事 …. 給我懶⼈包
arXiv論⽂⼩幫⼿ 關鍵字找論⽂ 摘要翻譯 儲存最愛 書籤摘要
打造有趣的 RAG LINE Bot with LangChain (Retrieval-Augmented Generation)
更快速的⽂件客服機器⼈ EmbedChain LINE Bot
簡易的客服機器⼈ 根據提供⽂件回覆 不會回覆⽂件以外的問題
打造有趣的 LINE Bot Smart Agent (Function Calling)
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Function Calling 概念解釋 (Before) Tools “天氣” 地點? “台北市”
Function Calling 概念解釋 (To Be) Tools 明天台北熱不熱? Tool: Weather Location:
Taipei 明天台北出門要帶傘嗎?
Function Calling 概念解釋 (To Be) Tools 明天台北熱不熱? Tool: Weather Location:
Taipei 明天台北出門要帶傘嗎?
⾃主性代理⼈ LINE Bot 更多綜合性的問與答 開發 LINE Bot 轉換思考
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透過 ⽣成式 AI 打造 LINE Bot ⼩訣竅
Tip 1: 教懂你的 LLM 尋找
Tip 1: 教懂你的 LLM 尋找
Tip 1: 教懂你 的 LLM 尋找
Tip 2: 怎麼讓 LLM 呼叫正確數值
Tip 2: 怎麼讓 LLM 呼叫正確數值 (不知⼈間疾苦?)
Tip 2: 怎麼讓 LLM 呼叫正確數值 (同⼀個問題,呼叫不同數值)
Tip 2: 怎麼讓 LLM 呼叫正確預期數值
Tip 3: 比你想像還聰明
LLM 打造⾃主的代理⼈
Key Takeaways ⽣成式 AI 會是 Game Changer 。 專注在⼩範圍,提供真⼈化的體驗。 未來醞釀中,LINE
官⽅帳號會是最好的載體。
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