使用 LLMs 和 Databricks 释放非结构化数据的潜力.pdf

1、2024 Databricks Inc.All rights reservedNorth Dakota University SystemNorth Dakota University SystemCordell Wagendorf -Software DeveloperRyan Jockers -Assistant Director of Reporting and Analytics1Unleashing the Unleashing the Potential of Potential of Unstructured Data with Unstructured Data with LL

2、Ms and DatabricksLLMs and Databricks2024 Databricks Inc.All rights reservedOverviewOverview2About UsThe ProblemThe JourneyCurrent State of Gen AI AppsFuture Development2024 Databricks Inc.All rights reserved2024 Databricks Inc.All rights reservedAbout UsAbout Us34Where is North Dakota?Where is North

3、 Dakota?North Dakota Population Estimate788,9405Organized in 1990 and includes two research universities,four regional universities,and five community colleges.The mission of the State Board of Higher Education is to enhance the quality of life quality of life for all those we serve and the economic

4、 and social vitality of North Dakota through the discovery,sharing,and application of discovery,sharing,and application of knowledgeknowledge.Brief IntroductionBrief Introduction2024 Databricks Inc.All rights reserved2024 Databricks Inc.All rights reservedThe ProblemThe Problem62024 Databricks Inc.A

5、ll rights reservedUnstructured PainUnstructured Pain7NDUS and its campuses rely on many state-level policy and law documents that are hard to find in many places.NDUS Policy,Procedures,State Law,and others are used to make decisions every day2024 Databricks Inc.All rights reservedUnstructured PainUn

6、structured Pain8Over 3000 pdfs2024 Databricks Inc.All rights reserved2024 Databricks Inc.All rights reservedThe JourneyThe Journey92024 Databricks Inc.All rights reserved10The NDUS LLM JourneyThe NDUS LLM JourneyJune 2023June 2023The vision of the LLM features released at Data&AI Summit 2023July 202