LINE x GEMINI in Python

Transcript

2. Agenda ชิลๆๆๆ สอนสร้าง LINE แชทบอท ด้วย Python พร้อมเชื่อมต่อ Gemini 1. Create LINE OA 2. Enable LINE Messaging API 3. Build LINE chatbot with LINE bot SDK python 4. Introduction to Gemini API 5. Connecting Gemini with LINE Chatbot 6. Q&A
3. มาเรียนกัน !!
4. มาเรียนกัน !!
5. Why LINE Messaging API
6. LINE Official Account Ref: https://speakerdeck.com/linedevth/building-line-chatbot-using-dialogflow
7. DEMO - Create LINE Official Account LINE OA Manager - https://manager.line.biz/ LINE OA Developer - https://developers.line.biz/ LINK: https://codelab.line.me/codelabs/chatbot-x-gemini/index.html#1 LINK: https://github.com/punsiriboo/line-x-gemini-python/tree/main/00-create-line-chatbot
8. LINE Provider Branch: A Provider: Company XXX Branch: B https://medium.com/linedevth/certified-provider-c4b2515f0871
9. “LINE has Python SDK , that friendly to both Users and AI Developer” Why LINE Messaging API
10. LINE Webhook Ref: https://speakerdeck.com/linedevth/building-line-chatbot-using-dialogflow
11. https://developers.line.biz/en/services/messaging-api/ Sending Message
12. Push Message Ref: https://speakerdeck.com/linedevth/building-line-chatbot-using-dialogflow
13. Reply Message Ref: https://speakerdeck.com/linedevth/building-line-chatbot-using-dialogflow
14. LINE Webhook Ref: https://speakerdeck.com/linedevth/building-line-chatbot-using-dialogflow
15. LINE Message Events Ref: https://speakerdeck.com/linedevth/building-line-chatbot-using-dialogflow
16. LINE Advance Message types Ref: https://speakerdeck.com/linedevth/building-line-chatbot-using-dialogflow
17. LINE Flex Message LINK: https://developers.line.biz/flex-simulator/ Ref: https://speakerdeck.com/linedevth/building-line-chatbot-using-dialogflow
18. มาเรียนกัน !!
19. มาเขียน Code กัน !!! https://github.com/punsiriboo/line- x-gemini-python
20. LINE Bot SDK
21. Functions Framework https://pypi.org/project/functions-framework/
22. LINE Bot Service Webhook Messaging LINE Bot SDK LINE Platform Cloud Run Function LIFF Insight OAuth
23. Channel ID Channel Secret LINE Channel Access Keys Channel Access Token
24. LINE Bot Service Webhook Messaging LINE Bot SDK - Webhook Handler LIFF Insight OAuth
25. LINE Bot Service Webhook Messaging LINE Bot SDK - Messaging LIFF Insight OAuth
27. Understand Generative AI
28. Gemini Access Tier Consumer Developer Gemini in Chat Gemini LIVE NotebookLM Gemini in Workspace Slide, Meet, Gmail Gemini for Google Cloud BigQuery, Logging, Looker Studio, Cloud Billing Google AI Studio Vertex AI Studio Vertex AI API UI (User Interface) API SDK
30. • Supports Gemini 1.5 & above • Language support ◦ Current: Python, Go, Java ◦ Future: JavaScript pip install google-genai from google import genai # Gemini Developer API client = genai.Client(api_key="YOUR_API_KEY") # Vertex AI API client = genai.Client( vertexai=True, project="your-project-id", location="us-central1", ) Google Gen AI SDK
31. LINK: aistudio.google.com Google AI Studio
32. Generate API from Google AI Studio
33. Gemini Model Exploration
34. Gemini Developer API Documentation
35. Gemini Prompt Gallery
41. LINE x Gemini 1. Text Generation 2. Image Understanding 3. Audio Understanding 4. File Understanding