使用隐私安全的 RAG 模型扩展营销和文档.pdf

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1、2024 Databricks Inc.All rights reserved1SCALING SCALING MARKETING AND MARKETING AND DOCS WITH A DOCS WITH A PRIVACYPRIVACY-SAFE SAFE RAG MODELRAG MODELSean Falconer and Manny SilvaSean Falconer and Manny SilvaHead of Marketing and Head of Docs|SkyflowHead of Marketing and Head of Docs|Skyflow2024 Da

2、tabricks Inc.All rights reserved2024 Databricks Inc.All rights reserved2CHALLENGE:CHALLENGE:SCALING CONTENT SCALING CONTENT CREATIONCREATION2024 Databricks Inc.All rights reserved3DOCUMENTATIONDOCUMENTATION2024 Databricks Inc.All rights reserved4DOCUMENTATION,BLOG POSTSDOCUMENTATION,BLOG POSTS2024 D

3、atabricks Inc.All rights reserved5DOCUMENTATION,BLOG POSTS,PRESSDOCUMENTATION,BLOG POSTS,PRESS2024 Databricks Inc.All rights reserved6SOCIAL PROMOTIONSOCIAL PROMOTIONEverything needs promotion,ads,a webinarEverything needs promotion,ads,a webinar2024 Databricks Inc.All rights reservedChallengesSmall

4、 team,how do we keep up?How do we maintain quality and consistency?How do we scale beyond ourselves?7THE CONTENT MACHINE DOESNT STOPTHE CONTENT MACHINE DOESNT STOP2024 Databricks Inc.All rights reserved8THE UNSTRUCTURED DATA CHALLENGETHE UNSTRUCTURED DATA CHALLENGEWhere is the reference content?Driv

5、eDriveEmailEmailConfluenceConfluenceGuruGuruSalesforceSalesforceSlackSlack2024 Databricks Inc.All rights reservedLLMs TO THE RESCUELLMs TO THE RESCUE2024 Databricks Inc.All rights reservedProblemsTone is offMissing contextDoesnt have access to our filesContent visible to auditors10WHY NOT USE CHATGP

6、T?WHY NOT USE CHATGPT?2024 Databricks Inc.All rights reservedCustomizedContent FormatsPrivate&SecureCustomizedContent FormatsPrivate&Secure11WHAT IF WE BUILD OUR OWN CONTENT WHAT IF WE BUILD OUR OWN CONTENT COCO-PILOT?PILOT?It would know Skyflow,have access to our files,speak our languageOutput from