From data to LINE chatbot in minutes with Microsoft Azure

Transcript

1. From data to LINE chatbot in minutes with Microsoft Azure Jirachai Chansivanon and Phantip Kokilanon
2. สวัสดีครับ 09:41 วันนี*ร ้านเปิดไหมครับ? 09:41 ขอเมนูหน่อยครับ 09:41 เฮลโล่วววว 09:41 โย่ววววววว 09:41 เปิดม๊ายยยยย 😶 09:41 โย่ววววววว 09:41 โย่ววววววว 09:41 โย่ววววววว 09:41
3. • Introducing Azure AI and Cognitive Services • Introducing Question Answering • Let’s build a LINE chatbot with Microsoft Azure! • Free resources for LINE and Azure developers Agenda
4. Azure AI Azure Applied AI Services ML Platform Azure Cognitive Services
5. Azure AI Azure Applied AI Services ML Platform Azure Cognitive Services Vision Speech Decision Language
6. Azure AI Azure Applied AI Services ML Platform Azure Cognitive Services Vision Speech Decision Language
7. Azure AI Azure Applied AI Services ML Platform Azure Cognitive Services Vision Speech Decision Language
8. Azure AI Azure Applied AI Services ML Platform Azure Cognitive Services Vision Speech Decision Language
9. Azure Cognitive Services Vision Computer vision Custom vision Face API Speech Speech to text Text to speech Speech translation Speaker recognition Decision Anomaly detection Content Moderator Personalizer Language Language understanding Text Analytics Translator Custom Question Answering
10. Azure Cognitive Services Vision Computer vision Custom vision Face API Speech Speech to text Text to speech Speech translation Speaker recognition Decision Anomaly detection Content Moderator Personalizer Language Language understanding Text Analytics Translator Custom Question Answering
11. Azure Cognitive Services Vision Computer vision Custom vision Face API Speech Speech to text Text to speech Speech translation Speaker recognition Decision Anomaly detection Content Moderator Personalizer Language Language understanding Text Analytics Translator Custom Question Answering
12. Azure Cognitive Services Vision Computer vision Custom vision Face API Speech Speech to text Text to speech Speech translation Speaker recognition Decision Anomaly detection Content Moderator Personalizer Language Language understanding Text Analytics Translator Custom Question Answering
13. Azure Cognitive Services Vision Computer vision Custom vision Face API Speech Speech to text Text to speech Speech translation Speaker recognition Decision Anomaly detection Content Moderator Personalizer Language Language understanding Text Analytics Translator Custom Question Answering
14. Azure Cognitive Services Vision Computer vision Custom vision Face API Speech Speech to text Text to speech Speech translation Speaker recognition Decision Anomaly detection Content Moderator Personalizer Language Language understanding Text Analytics Translator Custom Question Answering
15. Custom Question Answering
16. Distill information into conversational, easy-to-navigate answers Question Answering Importing from data sources Automatic extraction
17. Distill information into conversational, easy-to-navigate answers Question Answering Importing from data sources Accept suggested questions in the knowledge base Automatic extraction Active learning
18. Distill information into conversational, easy-to-navigate answers Question Answering Importing from data sources Accept suggested questions in the knowledge base Add multi-turn or follow-up prompts Automatic extraction Active learning Guided conversations
19. Distill information into conversational, easy-to-navigate answers Question Answering Importing from data sources Accept suggested questions in the knowledge base Add multi-turn or follow-up prompts Create a bot without writing a single line of code Automatic extraction Active learning Guided conversations No code experience
20. Distill information into conversational, easy-to-navigate answers Question Answering Importing from data sources Accept suggested questions in the knowledge base Add multi-turn or follow-up prompts Create a bot without writing a single line of code Thai language support for Q&A resources Automatic extraction Active learning Guided conversations No code experience Chat in more than 50 languages
21. Distill information into conversational, easy-to-navigate answers Question Answering Importing from data sources Accept suggested questions in the knowledge base Add multi-turn or follow-up prompts Create a bot without writing a single line of code Thai language support for Q&A resources Automatic extraction Active learning Guided conversations No code experience Chat in more than 50 languages
22. Let’s build a LINE chatbot with Microsoft Azure! Get started
23. Build in the cloud with LINE account and Azure free account Prerequisites
24. Create your Language service and resource Sign in to the Azure Portal with your Azure credentials
25. Language Studio All the tools you need to identify and analyze content within text
26. Custom Question Answering Distill information into conversational, easy-to-navigate answers
27. Language resource If it's your first time logging in, you'll see a window appear that lets you choose a language resource
28. Create new project Connect to resources, enter basic information, and select source language
29. Add sources Add source from URLs or files to your knowledge base
30. Extract Q&A pairs from semi-structured content FAQ pages, support websites, Excel files, or product manuals
31. Review and edit questions answer pairs You can then edit the source contents to add more custom question answer sets
32. Review and edit questions answer pairs Test and inspect your project You can then edit the source contents to add more custom question answer sets
33. Deploy your chatbot immediately Run your chatbot through Azure App Services with one click
34. Deploy your chatbot immediately Run your chatbot through Azure App Services with one click
35. Deploy your chatbot immediately Run your chatbot through Azure App Services with one click
36. Deploy your chatbot immediately Run your chatbot through Azure App Services with one click
37. Seamlessly connect to LINE Channel Connect Azure chatbot to LINE Channel without coding
38. Seamlessly connect to LINE Channel And repeat to other channels at once Connect Azure chatbot to LINE Channel without coding
46. Make it beyond
47. Make chatbot beyond
48. Distill information into conversational, easy-to-navigate answers Question Answering Importing from data sources Accept suggested questions in the knowledge base Add multi-turn or follow-up prompts Create a bot without writing a single line of code Thai language support for Q&A resources Automatic extraction Active learning Guided conversations No code experience Chat in more than 50 languages
49. AI Portfolio Business Users & Citizen Developers Applications Partner Solutions Power Platform Power BI Power Apps Power Automate Power Virtual Agents Developers & Data Scientists Azure AI Scenario-Based Services Applied AI Services Bot Service Cognitive Search Form Recognizer Video Analyzer Metrics Advisor Immersive Reader Customizable AI Models Cognitive Services Vision Speech Language Decision ML Platform Azure Machine Learning
50. Find architecture diagrams on LINE API Use Case and Azure Architecture Center LINE API and Azure—better together azure.com/architectur e lineapiusecase.com
51. Free resources for LINE and Azure developers Get started with Microsoft Azure today
52. Microsoft Learn Start learning at Microsoft.com/Learn Find your way to deeper content, training options, communities and certification details across all Microsoft cloud solutions right here.
53. aka.ms/devTH Join our community Subscribe to the Microsoft.Source newsletter and receive regular updates from our community experts and exclusive invites to our community events and workshops.
54. Microsoft.Source newsletter
55. Quickstart article aka.ms/LINEDEVCONF2022
56. Azure Community Thailand on Facebook bit.ly/AzureCommunityTH
57. Free resources in one slide Learn on your schedule with interactive tutorials and hands-on experience. Receive a regular digest of relevant technical content, events, and training. Follow these article to get started with the custom question answering. Discover and connect with others who build with Microsoft Azure in Thailand. Microsoft Learn Microsoft.Source newsletter Quickstart article Microsoft.com/Learn aka.ms/devTH aka.ms/LINEDEVCONF2022 Azure Community Thailand bit.ly/AzureCommunityTH
58. Jirachai Chansivanon Digital Specialist, Microsoft Thailand Phantip Kokilanon Community Lead, Microsoft Thailand