AWS Summit Seoul 2023 | 바쁘다 바빠, 현대사회! Amazon Kendra로 원하는 자료를 적재적소에 찾아서 활용하기
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![© 2023, Amazon Web Services, Inc. or its affiliates. All rights reserved.
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![© 2023, Amazon Web Services, Inc. or its affiliates. All rights reserved.
Amazon Kendra - S3 Document metadata
{
"Attributes": {
"Customer": "Gildong"
"Sentiment": "Negative",
"Language": "Korean",
"PII_Name": ["Gildong", "Hong"],
"PII_Credit": ["1111-0000-1111-0008"],
"PII_Address": ["123 Main St", "456 City""],
"PII_Email": ["gildong@xxxx.xxx"],
"Original_Key": "videos/OXgY6WHSh.mp4",
"Original_File_URL": "https://XX.XX/XXXXX"
},
"DocumentId": "0XgY6WHSh"
}
Kendra S3](https://image.slidesharecdn.com/d2t6s1awssummitseoul2023-230512032437-b04fb553/75/aws-summit-seoul-2023-amazon-kendra-34-2048.jpg?cb=1683869857)
![© 2023, Amazon Web Services, Inc. or its affiliates. All rights reserved.
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[00:00:20] OOO .
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AWS Summit Seoul 2023 | 바쁘다 바빠, 현대사회! Amazon Kendra로 원하는 자료를 적재적소에 찾아서 활용하기
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Amazon Kendra는 다양한 플랫폼에 산재되어 있는 문서, 코드, 텍스트와 같은 다양한 콘텐츠를 손쉽게 연동하고 이에 대한 머신 러닝 기반 검색엔진을 제공하는 서비스입니다. 해당 서비스에 대한 소개와 나아가 AWS AI 서비스들을 활용하여 이미지, 음성, 영상 등의 통합 콘텐츠 검색 시스템을 구축하기 위해 필요한 단계와 절차를 설명합니다.
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AWS Summit Seoul 2023 | 바쁘다 바빠, 현대사회! Amazon Kendra로 원하는 자료를 적재적소에 찾아서 활용하기
- 1. © 2023, Amazon Web Services, Inc. or its affiliates. All rights reserved. S E O U L | M A Y 4 , 2 0 2 3
- 2. © 2023, Amazon Web Services, Inc. or its affiliates. All rights reserved. © 2023, Amazon Web Services, Inc. or its affiliates. All rights reserved. , ! Amazon Kendra Solutions Architect AWS Solutions Architect AWS
- 3. © 2023, Amazon Web Services, Inc. or its affiliates. All rights reserved. Amazon Kendra 소개 Amazon Kendra 성능 개선하기 Amazon Kendra 활용하기 Agenda
- 4. © 2023, Amazon Web Services, Inc. or its affiliates. All rights reserved. © 2023, Amazon Web Services, Inc. or its affiliates. All rights reserved. Amazon Kendra 소개
- 5. © 2023, Amazon Web Services, Inc. or its affiliates. All rights reserved. ? 80% 80% ( , , , ) , A M A Z O N K E N D R A 소 개
- 6. © 2023, Amazon Web Services, Inc. or its affiliates. All rights reserved. , A M A Z O N K E N D R A 소 개
- 7. © 2023, Amazon Web Services, Inc. or its affiliates. All rights reserved. Amazon Kendra ( , ) ( ) A M A Z O N K E N D R A 소 개
- 8. © 2023, Amazon Web Services, Inc. or its affiliates. All rights reserved. 01. INDEX 03. Index Amazon Kendra 02. A M A Z O N K E N D R A 소 개
- 9. © 2023, Amazon Web Services, Inc. or its affiliates. All rights reserved. Amazon Simple Storage Service (S3) Amazon Relational Database (RDS) Atlassian Confluence Microsoft OneDrive Microsoft SharePoint Salesforce Google Drive Github Amazon WorkDocs Amazon FSx Slack Zendesk Amazon Kendra A M A Z O N K E N D R A 소 개 Amazon Kendra PDF, PPT, TXT, HTML, CSV, JSON…
- 10. © 2023, Amazon Web Services, Inc. or its affiliates. All rights reserved. . FAQ (NLU) 14 No-/low-code UI builder AWS IAM Identity Center(AWS SSO) Amazon Kendra A M A Z O N K E N D R A 소 개
- 11. © 2023, Amazon Web Services, Inc. or its affiliates. All rights reserved. ML (Web, PDF, PPT, DOC, TXT) FAQ A M A Z O N K E N D R A 소 개 Amazon Kendra
- 12. © 2023, Amazon Web Services, Inc. or its affiliates. All rights reserved. © 2023, Amazon Web Services, Inc. or its affiliates. All rights reserved. Amazon Kendra 성능 개선하기
- 13. © 2023, Amazon Web Services, Inc. or its affiliates. All rights reserved. ✓ Amazon Kendra ✓ ✓ A M A Z O N K E N D R A 성 능 개 선 하 기
- 14. © 2023, Amazon Web Services, Inc. or its affiliates. All rights reserved. • 최신 문서 • 조회/좋아요 수 • 데이터 소스 검색 관련성 튜닝 A M A Z O N K E N D R A 성 능 개 선 하 기
- 15. © 2023, Amazon Web Services, Inc. or its affiliates. All rights reserved. • FAQ • Synonyms( ) DNS = Route 53 FAQs DNS A M A Z O N K E N D R A 성 능 개 선 하 기
- 16. © 2023, Amazon Web Services, Inc. or its affiliates. All rights reserved. A M A Z O N K E N D R A 성 능 개 선 하 기
- 17. © 2023, Amazon Web Services, Inc. or its affiliates. All rights reserved. © 2023, Amazon Web Services, Inc. or its affiliates. All rights reserved. Amazon Kendra 활용하기
- 18. © 2023, Amazon Web Services, Inc. or its affiliates. All rights reserved. Drag and drop Search UI builder SSO , ML Amazon Kendra Search UI A M A Z O N K E N D R A 활 용 하 기
- 19. © 2023, Amazon Web Services, Inc. or its affiliates. All rights reserved. , , A M A Z O N K E N D R A 활 용 하 기
- 20. © 2023, Amazon Web Services, Inc. or its affiliates. All rights reserved. Custom data source connectors Data source connectors Incremental learning Relevance tuning Custom synonyms Website search SaaS applications Contact center integrations Self-service chatbots Amazon Kendra search index Custom Document Enrichment Amazon Kendra basic enrichment Optional Lambda enrichment Amazon Transcribe Amazon Comprehend Amazon Rekognition Amazon Textract 1. 2. 3. A M A Z O N K E N D R A 활 용 하 기
- 21. © 2023, Amazon Web Services, Inc. or its affiliates. All rights reserved. © 2023, Amazon Web Services, Inc. or its affiliates. All rights reserved.
- 22. © 2023, Amazon Web Services, Inc. or its affiliates. All rights reserved. ?
- 23. © 2023, Amazon Web Services, Inc. or its affiliates. All rights reserved. ?
- 24. © 2023, Amazon Web Services, Inc. or its affiliates. All rights reserved. 제목 파일명 생성일 A 상품 소개 영상 A_product_intro.mp4 2023.XX.XX C 고객 응대 자료 C_customer.mp3 2023.XX.XX C 상품 소개 영상 C_product_intro.mp4 2023.XX.XX B 상품 홈쇼핑 방송 B_product_live.mp4 2022.XX.XX B 고객 응대 자료 B_customer.mp3 2022.XX.XX B 상품 소개 영상 B_product_intro.mp4 2022.XX.XX A 고객 응대 자료 A_customer.mp3 2021.XX.XX A 상품 이미지 A_product_image.png 2021.XX.XX ?
- 25. © 2023, Amazon Web Services, Inc. or its affiliates. All rights reserved. ? [00:00:10] . OOO . [00:00:16] . . [00:00:20] , ? [00:00:22] , . [00:00:26] ? … + + + ( / ) +
- 26. © 2023, Amazon Web Services, Inc. or its affiliates. All rights reserved. ? [00:00:10] . [00:00:16] . [00:00:20] OOO . [00:00:22] ? OOO . [00:00:26] … … + + + +
- 27. © 2023, Amazon Web Services, Inc. or its affiliates. All rights reserved. ? • • • •
- 28. © 2023, Amazon Web Services, Inc. or its affiliates. All rights reserved. S3( ) , Amazon Kendra S3 ( ) • HTML • Microsoft PowerPoint (PPT) presentations • MS WORD documents • Plain text documents • Extensible Stylesheet Language Transformation (XSLT) • Comma Separated Values (CSV) • • • • • •
- 29. © 2023, Amazon Web Services, Inc. or its affiliates. All rights reserved. S3( ) , Amazon Kendra S3 ( ) Plain text documents (.TXT)
- 30. © 2023, Amazon Web Services, Inc. or its affiliates. All rights reserved. Amazon Kendra S3 ( ) Plain text documents (.TXT) , , S3
- 31. © 2023, Amazon Web Services, Inc. or its affiliates. All rights reserved. - [00:00:10] . OOO . [00:00:16] . . [00:00:20] , ? [00:00:22] , . [00:00:26] ? … + + + ( / ) +
- 32. © 2023, Amazon Web Services, Inc. or its affiliates. All rights reserved. - .MP3 .TXT Metadata Amazon Transcribe Amazon Comprehend
- 33. © 2023, Amazon Web Services, Inc. or its affiliates. All rights reserved. - .MP3 , , S3 Amazon Transcribe .TXT Kendra S3 Amazon Comprehend .metadata.json
- 34. © 2023, Amazon Web Services, Inc. or its affiliates. All rights reserved. Amazon Kendra - S3 Document metadata { "Attributes": { "Customer": "Gildong" "Sentiment": "Negative", "Language": "Korean", "PII_Name": ["Gildong", "Hong"], "PII_Credit": ["1111-0000-1111-0008"], "PII_Address": ["123 Main St", "456 City""], "PII_Email": ["gildong@xxxx.xxx"], "Original_Key": "videos/OXgY6WHSh.mp4", "Original_File_URL": "https://XX.XX/XXXXX" }, "DocumentId": "0XgY6WHSh" } Kendra S3
- 35. © 2023, Amazon Web Services, Inc. or its affiliates. All rights reserved. Amazon Kendra - S3 Document metadata Kendra S3 { "Attributes": { … "Original_Key": "videos/OXgY6WHSh.mp4", "Original_File_URL": "https://XX.XX/XXXXX" }, "DocumentId": "0XgY6WHSh" } .metadata.json
- 36. © 2023, Amazon Web Services, Inc. or its affiliates. All rights reserved. - [00:00:10] . [00:00:16] . [00:00:20] OOO . [00:00:22] ? OOO . [00:00:26] … … + + + +
- 37. © 2023, Amazon Web Services, Inc. or its affiliates. All rights reserved. - Amazon Transcribe Amazon Comprehend Amazon Rekognition Video
- 38. © 2023, Amazon Web Services, Inc. or its affiliates. All rights reserved. Amazon Transcribe .TXT Kendra S3 - .MP4 , , S3 Amazon Comprehend .metadata.json Amazon Rekognition Video .metadata.json
- 39. © 2023, Amazon Web Services, Inc. or its affiliates. All rights reserved. - • • • •
- 40. © 2023, Amazon Web Services, Inc. or its affiliates. All rights reserved. - Amazon Rekognition Image • • • • ETC
- 41. © 2023, Amazon Web Services, Inc. or its affiliates. All rights reserved. - • • • • ETC Amazon Rekognition Image .PNG .TXT .metadata.json , , S3 Kendra S3
- 42. © 2023, Amazon Web Services, Inc. or its affiliates. All rights reserved. Amazon Rekognition Image Amazon Rekognition Video Amazon Transcribe .TXT .metadata.json Amazon Kendra S3
- 43. © 2023, Amazon Web Services, Inc. or its affiliates. All rights reserved. © 2023, Amazon Web Services, Inc. or its affiliates. All rights reserved.
- 44. © 2023, Amazon Web Services, Inc. or its affiliates. All rights reserved. Amazon Simple Storage Service (S3) Amazon Relational Database (RDS) Atlassian Confluence Microsoft OneDrive Microsoft SharePoint Salesforce Google Drive Github Amazon WorkDocs Amazon FSx Slack Zendesk Amazon Kendra Amazon Kendra PDF, PPT, TXT, HTML, CSV, JSON…
- 45. © 2023, Amazon Web Services, Inc. or its affiliates. All rights reserved. AI/ML Amazon Rekognition Amazon Textract Amazon Transcribe Amazon Comprehend Amazon Comprehend Medical Amazon SageMaker ML Amazon Kendra ,
- 46. © 2023, Amazon Web Services, Inc. or its affiliates. All rights reserved. Amazon Kendra S3 ( ) Amazon Kendra
- 47. © 2023, Amazon Web Services, Inc. or its affiliates. All rights reserved. 감사합니다 © 2023, Amazon Web Services, Inc. or its affiliates. All rights reserved.