斯坦福DSPY在自我改进语言模型管道中的应用（重复）.pdf

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1、2024 Databricks Inc.All rights reservedApplications of Applications of Stanford Stanford DSPyDSPy for for SelfSelf-Improving Improving Language Model Language Model PipelinesPipelinesThomas Joshi(gradientguide),CoThomas Joshi(gradientguide),Co-Author of Stanford DSPyAuthor of Stanford DSPyJune 13,20

2、24June 13,202412024 Databricks Inc.All rights reserved2DSPyDSPy delivers delivers building blocks building blocks for enterprise for enterprise chatbotschatbots2024 Databricks Inc.All rights reserved2024 Databricks Inc.All rights reserved During client onboarding,clients need to fill out a risk asse

3、ssment Human quality checkers typically will review,and provide an error and explanation to fix responses DSPy was used to assist human checkers,to look for errors,and generate explanations3MULTINATIONAL BANK AND STANFORD DSPYMULTINATIONAL BANK AND STANFORD DSPYDSPyDSPy Systems Tested for Document A

4、uditing to Prevent Financial CrimeSystems Tested for Document Auditing to Prevent Financial Crime2024 Databricks Inc.All rights reserved2024 Databricks Inc.All rights reservedJetBlue can determine issues with inflight entertainment through real time customer messagesMonitor any issues with Public Ad

5、dress(PA)systems through feedbackPull payroll information to answer any employee questions Aircraft PerformanceAirport SystemsEmployee RelationshipsAircraft PerformanceAirport SystemsEmployee Relationships4JETBLUE AND STANFORD DSPYJETBLUE AND STANFORD DSPYDSPyDSPy Chatbots Are Redefining Air Travel

6、by Converting Conversations at Chatbots Are Redefining Air Travel by Converting Conversations at Scale to Operational InsightScale to Operational Insight42024 Databricks Inc.All rights reserved51)PROBLEM1)PROBLEM2)SOLUTION2)SOLUTION3)INDUSTRY EXAMPLES3)INDUSTRY EXAMPLESA.FINANCE A.FINANCE RISK ASSES