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The Future of LINE Retail Chatbot using Gemini AI

The Future of LINE Retail Chatbot using Gemini AI

The Future of LINE Retail Chatbot using Gemini AI
by
Punsiri Boonyakiat, Senior Data Engineer at CJ Express
Suttipong Jinadech, Head of CRM Platform at CJ Express

LINE Developers Thailand

November 02, 2024
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  1. Enhance LINE User Experience with AI Shopping Assistance with in

    LINE OA Chat about Product Semantic and Image Search Add to Basket Search for Store or Payment
  2. Challenge in Building LLM Chatbot Hallucination Speci fi c Knowledge

    Domain Dynamic Answer from External Data Clear Response Style
  3. Challenge in Building LLM Chatbot Hallucination Speci fi c Knowledge

    Domain Dynamic Answer from External Data Clear Response Style
  4. Challenge in Building LLM Chatbot Hallucination Speci fi c Knowledge

    Domain Dynamic Answer from External Data Clear Response Style
  5. Challenge in Building LLM Chatbot Hallucination Speci fi c Knowledge

    Domain Dynamic Answer from External Data Clear Response Style
  6. Challenge in Building LLM Chatbot Hallucination Speci fi c Knowledge

    Domain Dynamic Answer from External Data Clear Response Style
  7. Vertex AI Agent Builder Build natural language Agent Create Data

    Store Create Agent De fi ne PlayBook Integration
  8. Create Data Store Create Agent De fi ne PlayBook Integration

    Build natural language Agent Vertex AI Agent Builder
  9. Create Data Store Create Agent De fi ne PlayBook Integration

    Build natural language Agent Vertex AI Agent Builder
  10. Create Data Store Create Agent De fi ne PlayBook Integration

    Build natural language Agent Vertex AI Agent Builder
  11. ธ Create Data Store Create Agent De fi ne PlayBook

    Integration Tools Data Store Open API Functions Build natural language Agent Vertex AI Agent Builder
  12. Create Data Store Create Agent De fi ne PlayBook Integration

    Integration with Dialog fl ow CX Build natural language Agent Vertex AI Agent Builder
  13. Vertex AI Search Empower Retrieval with Kind of Google Search

    Engine Create Data Store Create Search Agent Import Documents Search Results In both Widget and API Select LLM Model Build Collect Serve
  14. Vertex AI Search Empower Retrieval with Kind of Google Search

    Engine Create Data Store Create Search Agent Import Documents Search Results In both Widget and API Select LLM Model
  15. Vertex AI Search Empower Retrieval with Kind of Google Search

    Engine Create Data Store Create Search Agent Import Documents Search Results In both Widget and API Select LLM Model
  16. Vertex AI Search Empower Retrieval with Kind of Google Search

    Engine Create Data Store Create Search Agent Import Documents Search Results In both Widget and API Select LLM Model
  17. Vertex AI Search Empower Retrieval with Kind of Google Search

    Engine Create Data Store Create Search Agent Import Documents Search Results In both Widget and API Select LLM Model
  18. Vertex AI Search Empower Retrieval with Kind of Google Search

    Engine Create Data Store Create Search Agent Import Documents Search Results In both Widget and API Select LLM Model
  19. With Python Line Bot SDK Develop LINE Messaging API Callback

    Function Validate LINE Signature Image Handler Event Text Text Handler Image
  20. Semantic Search Vertex AI Search Summary Product List Conversational Agent

    Chat with Product Text Event Text Answers Keyword : #ค้นหา
  21. Semantic Search Vertex AI Search Summary Product List Conversational Agent

    Chat with Product Text Event Text Answers Keyword : #ค้นหา
  22. Semantic Search Vertex AI Search Summary Product List Conversational Agent

    Chat with Product Text Event Text Answers Keyword : #ค้นหา
  23. Gemini Image Understanding Search Image Event - Solution 1 Image

    Description Vertex AI Search + Gemini Multimodal Image Event
  24. Image to Embedding Vector Search Image Event - Solution 2

    Vertex AI Vector Search Image Event Convert to Embedding Vector Similar Items
  25. Summary Vertex AI Agent Builder Chat with Product Vertex AI

    Vector Search Image Vector Search Vertex AI Search Text Semantic Search Gemini + Vertex AI Search Image Understanding
  26. From Chatbot to Customer Relationship Customer Product Recommendation Customer Segmentation

    Campaign Generation Behavior Analysis MORE ! Customer's Understanding
  27. From Chatbot to Customer Relationship Customer Product Recommendation Customer Segmentation

    Campaign Generation Behavior Analysis MORE ! Customer's Understanding
  28. From Chatbot to Customer Relationship Customer Product Recommendation Customer Segmentation

    Campaign Generation Behavior Analysis MORE ! Customer's Understanding
  29. From Chatbot to Customer Relationship Customer Product Recommendation Customer Segmentation

    Campaign Generation Behavior Analysis MORE ! Customer's Understanding
  30. From Chatbot to Customer Relationship Customer Product Recommendation Customer Segmentation

    Campaign Generation Behavior Analysis MORE ! Customer's Understanding