使用 OpenAI、Databricks 和 Streamlit 快速LLM 原型设计.pdf

1、2024 Databricks Inc.All rights reservedClassified:General BusinessRAPID LLM RAPID LLM PROTOTYPING PROTOTYPING W/OPENAI,DATABRICKS,AND W/OPENAI,DATABRICKS,AND STREAMLITSTREAMLITAlexandra DiemAlexandra Diem1313ththJune 2024June 202412024 Databricks Inc.All rights reservedClassified:General Business202

2、4 Databricks Inc.All rights reservedPhD Applied Math in Medicine4 years in academia2 years in consulting,bothsoftware engineering and data scienceHead of Cloud Analytics&MLOps at Gjensidige2HI,IM ALEXHI,IM ALEX236 yo born&raised in Germany,lived in Australia,UK,South Africa,USA,but like Norway best2

3、 catsSpend most of my spare time on a bike and on skis2024 Databricks Inc.All rights reservedClassified:General Business2024 Databricks Inc.All rights reservedLeadingLeading positionpositionEfficientEfficient operationoperation3GJENSIDIGE IS A LEADING GENERAL GJENSIDIGE IS A LEADING GENERAL INSURER

4、IN THE NORDIC MARKETSINSURER IN THE NORDIC MARKETS3Strong brand built over 200 years#1 in Norway(26%market share)2 million customersVery high loyaltySuperior customer experienceProfitability before growthAnalytical approach from A to ZTarget cost ratio 13%2024 Databricks Inc.All rights reservedClass

5、ified:General Business2024 Databricks Inc.All rights reserved4RAPID RAPID PROTOTYPING PROTOTYPING USING THE LEAN USING THE LEAN STARTUP METHODSTARTUP METHOD2024 Databricks Inc.All rights reservedClassified:General Business2024 Databricks Inc.All rights reserved5Large Language Large Language models h

6、ave been models have been with us for quite with us for quite some timesome time2024 Databricks Inc.All rights reservedClassified:General Business2024 Databricks Inc.All rights reserved6NOVEMBER 2022NOVEMBER 20222024 Databricks Inc.All rights reservedClassified:General Business2024 Databricks Inc.Al