LINE DEV Meetup#6 - Agentic_AI_with_LINE_and_Conversational_Agents.pdf

Transcript

3. Multimodal AI: Unleashing the power of context AI agents: The evolution from chatbots to multi-agent systems Assistive search: The next frontier for knowledge work AI-powered constituent experience: seamless and personalized Security gets tighter — and tougher — with AI https://cloud.google.com/blog/topics/public-sector/5-ai-trends-shaping-the-future-of-the-public-sector-in-2025
4. Ref: https://www.solulab.com/top-generative-ai-trends/ Generative AI Trends 2025
5. AI User AI Engineers Developer https://www.zdnet.com/article/agentic-ai-is-the-top-strategic-technology-trend-for-2025/
6. Agenda 01 Agentic AI & Landscape • Traditional AI vs. Generative AI • Generative AI vs. Agentic AI 02 Gemini Capability for Agentic AI Building 03 Agentic Tools Showcase • Crew AI with Gemini • Conversation Agents + Vertex AI Search 04 Integrate Agentic AI with LINE 05 Key Takeaway
7. 01 Agentic AI & Landscape • Traditional AI vs. Generative AI • Generative AI vs. Agentic AI
8. Traditional AI vs. Generative AI Gemini is Here Large Language Model
9. Generative AI
10. What is AI Agent ?
11. What is Agentic AI ?
12. Agentic Design Pattern
13. Agentic Design Pattern
14. Agentic Design Pattern
15. https://aiagentsdirectory.com/landscape AI Agents Platform Landscape
16. AI Agents Monthly Growth Trends
17. 02 Gemini Capability for Agentic AI Building
20. 03 Agentic Tools Showcase • Crew AI with Gemini • Conversation Agents + Vertex AI Search
21. https://www.crewai.com/
22. Implementation of Crew AI in Python
23. Use-Case: Financial New Summary Agent 1: Financial News Research Agent 2: Financial Content Writer
24. DEMO : LINE + Crew AI + Gemini
25. Agent 1: Researcher Goal Instruction Tools
26. Agent 2: Writer Goal Instruction Tools
27. Agent/ Playbook Goal Instruction Tools Agentic AI with Conversational Agents
28. Agentic AI with Conversational Agents Goal Multi-Agents Instruction
29. Steering Agent/ Orchestration Agentic AI with Conversational Agents
30. Agentic AI with Conversational Agents
31. Agentic AI with Conversational Agents
32. DEMO : LINE + Conversation Agent + Vertex AI Search
34. 04 Integration with LINE Messaging API
36. LINE Platform Cloud Run Function LINE have Python SDK , that friendly to AI Developer
38. 05 Key Takeaway LINE Messaging API and Mini App as As AI Agent as A Service “ Let’s Build AI for BOT Marketplace”
40. References for further reading • https://machine-learning-made-simple.medium.com/an-overview-of-the-ai-agent-landscape-9c92009a0a30 • https://github.com/panaversity/learn-agentic-ai • https://medium.com/pythoneers/building-a-multi-agent-system-using-crewai-a7305450253e • https://github.com/punsiriboo/line-gemini-agentic-ai GitHub Repo