B.A.A.S - BeTask AI and Automation for SMEs

B.A.A.S - BeTask AI and Automation for SMEs

Transcript

1. B.A.A.S BeTask AI and Automation for SMEs
4. Demo
5. Embedding Embedding Data Object Vector Data Dimension
6. pointy Ears orange Fur green Eyes 768 Dimensions
7. CAT DOG PET Embedding Space
8. Transform into embedding Results Flow Overview Inform Owner Embedding to Vector Query Vector Generate Image Narrowcast
9. Inform Shop Owner Query Shop Empty Queue Send Message to Shop Owner
10. Transform into embedding Results Inform Owner Embedding to Vector Query Vector Generate Image Narrowcast CHECK POINT # 1
11. Transform into embedding Embedding to Vector Query All Customer Vector Representation Store Vector
12. Query DB - All Customer
13. Transform into Embedding
14. Transform into Embedding - metadata
15. Embedding Embeddings Text Embedding save computing save storage cost
16. Store Vector - Create Database • name : The name of the index • dimension : The dimensions of the vectors to be inserted in the index. • spec : The spec object defines how the index should be deployed. • metric : The distance metric to be used for similarity search. You can use 'euclidean', 'cosine', or 'dotproduct'.
17. Store Vector - Insert Vector
18. Render Vector to Scatter plot
19. Transform into embedding Results Inform Owner Embedding to Vector Query Vector Generate Image Narrowcast CHECK POINT # 2
20. Transform into embedding Find Potential Customer Query Current Customer Vector Representation Query Vector (topK) Reply Customer List to Owner
21. Query DB Target Customer
22. Transform Target Customer to Vector
23. Vector Similarity Explained Euclidean distance Cosine similarity Dot product measures the straight-line distance between two points measures the angle between vectors measures the projection of one vector onto another
24. Query Vector top_k - Potential Customer
25. Reply Message - List Potential Customer POST https://api.line.me/v2/bot/message/reply Send Potential Customer List to Shop Owner
26. Transform into embedding Results Inform Owner Embedding to Vector Query Vector Generate Image Narrowcast CHECK POINT # 3
27. Get Campaign from Webhook LINE Webhook
28. TH Text Generate Image - Flow EN Text
29. Translate TH to EN
30. Generate Image Campaign
31. Shop Owner Select Image POST https://api.line.me/v2/bot/message/reply Send Image to Shop Owner
32. Transform into embedding Results Inform Owner Embedding to Vector Query Vector Generate Image Narrowcast CHECK POINT # 4
33. Create Audience
34. Send Message to Customer with Narrowcast POST https://api.line.me/v2/bot/message/narrowcast Send Message to Customer
35. Transform into embedding Results Inform Owner Embedding to Vector Query Vector Generate Image Narrowcast FINISHED
36. Narrowcast
 to Customer Query Vector Embedding To Vector Push Message Empty Queue Query All Customer Store Vector Generate
 Image Reply Potential Customer List