This presentation took place at COSCUP on July 30, 2023.
Hugging Face can be described as the GitHub for AI models. Initially, it was born to address the difficulty and incompatibility of natural language models. Now, besides open-source AI models for natural language, there are numerous other open-source AI models available on the platform. According to leaked documents from Google, open-source AI models are likely to dominate the development of the entire industry in the future. Therefore, the role of Hugging Face is becoming increasingly important.
This talk is designed for beginners in Chatbot development. It will guide you through using the natural language processing models from Hugging Face and demonstrate step by step how to integrate them into LINE to create a chatbot.
This presentation took place at COSCUP on July 30, 2023.
Hugging Face can be described as the GitHub for AI models. Initially, it was born to address the difficulty and incompatibility of natural language models. Now, besides open-source AI models for natural language, there are numerous other open-source AI models available on the platform. According to leaked documents from Google, open-source AI models are likely to dominate the development of the entire industry in the future. Therefore, the role of Hugging Face is becoming increasingly important.
This talk is designed for beginners in Chatbot development. It will guide you through using the natural language processing models from Hugging Face and demonstrate step by step how to integrate them into LINE to create a chatbot.
2. 2
Edward Kuo
• Microsoft Ignite / DevDays Asia / NET Core Conf 講師
• 瑞昱半導體 / 華泰電子 /啟碁科技 / 宏碁科技 /恩智浦半導體 DevOps 講師
• 國泰金控技術年會-跨界雲端新常態 DevOps 講師
• 中國信託 & 玉山銀行 Microsoft Teams With ALM 講師
• 中原大學 客座講師
• DevOps Days Taipei 講師
• 台灣技術社群 講師
• 兩岸三地 DevOps 研討會講師
• Azure 開發技術 講師
Kingston IT Senior Manager
Microsoft Regional Director
Microsoft MVP
3. Power Platform
3
2019年，微軟的CEO- Satya Nadella在一年一度的Microsoft Build開發者大
會再次強調Power Platform為微軟另一個SaaS級的雲端服務。 Power
Platform是由三套產品整合而成的平台，這三套產品分別為: Microsoft
Power BI、Microsoft Automatic和Microsoft Power Apps
10. Power App + Power Automatic
10
通常要做小程式給自己部門用，或是獨立APP或許可以，但企業往往不是那樣簡單
11. 11
Real Case
Azure Active
Directory
身分驗證 系統主資料庫
Dataverse
Common Data Model
Power Apps
使用者操作介面
PC Tablet Mobile
快速佈署：三螢一雲
資料連接器
自動推播通知
Teams (團隊/個人)
Outlook (團隊/個人)
Power Automate
未來規劃
Microsoft 365
其他資料整合
Lotus Notes
(E-Form/Workflow)
