3772 Building APIs in the AI Era.pdf

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1、October 21-24,2024Mandalay Bay Convention CenterLas Vegas,NevadaHugo GuerreroSr.Principal Developer AdvocateRed Hat3798 Ask Me Anything About Building APIs in the AI EraOctober 21-24,2024Mandalay Bay Convention CenterLas Vegas,NevadaHugo GuerreroSr.Principal Developer AdvocateRed Hat3772 Building AP

2、Is in the AI Era#IBMTechXchange“There is no AI without APIs”3#IBMTechXchangeHugo GuerreroSr Principal Developer Advocate Red HatAsyncAPI AmbassadorLikes:Travel+Food+HistoryMexican Massachusetts,USATwitter hguerrerooEmail:Articles:https:/ you will learn in this sessionIBM TechXchange|2024 IBM Corpora

3、tion0102030405How does Chatbot work?AI for API developmentRunning models locallyDev environment setupAPI development lifecycle#IBMTechXchange6#IBMTechXchangeHow does ChatBot work?7#IBMTechXchange8How Does ChatBot Work?#IBMTechXchange9How Does ChatBot Work?#IBMTechXchangeAPIs10How Does ChatBot Work?#

4、IBMTechXchange API GPT-4 TurboGPT-3.5 TurboApplicationREST API/WebsocketsModels11How Do AI-Powered Apps(Typically)Work?#IBMTechXchange12OpenAI API#IBMTechXchangeDe Facto Standard13OpenAI API#IBMTechXchangeTools14IBM TechXchange|2024 IBM Corporation#IBMTechXchange15#IBMTechXchangeThere is a concept k

5、nown as tools,or function calling.It allows the LLM to call,when necessary,one or more available tools,usually defined by the developer.A tool can be anything:a web search,a call to an external API,or the execution of a specific piece of code,etc.16https:/docs.langchain4j.dev/tutorials/tools#IBMTech

6、XchangeTools17#IBMTechXchangeExpectations18IBM TechXchange|2024 IBM Corporation#IBMTechXchange19#IBMTechXchangeAI for API Development20IBM TechXchange|2024 IBM Corporation#IBMTechXchangeAI Code Assistants21#IBMTechXchangeHow my boss sees meHow I see myself22AI Code Assistants#IBMTechXchangeRunning M