java-me-smarter-unleashing-ai-power-with-quarkus-javamatsu-liao-daepzhi-quarkushan-xia-zha-hao-daniel-oh-red-hat.pdf

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1、Java Me Smarter Unleashing AI Power with QuarkusDaniel OhDeveloper Advocate at Red HatCloud Native RuntimesAI,GitOps,and ServerlessJAVA ChampionCloud Native Computing Foundation AmbassadorApp Development WG Co-Chair in CNCF TAG App Delivery Public Speaker&Published AuthorLiving in Boston,MA USAdanie

2、loh30danieloh30danieloh30danieloh30The Journey to Generative AI and LLMs3danieloh304What really is Generative AI?Artificial Intelligence(AI)Machine Learning(ML)Deep Learning(DL)Gen AIArtificial IntelligenceA multidisciplinary field of Computer Science that aims to create systems capable of emulating

3、 and surpassing human-level intelligenceMachine LearningA subfield for training computers to learn and make decisions from data,without explicit programmingDeep LearningA subset from ML involved neural networks enabling complex pattern recognition and analysis from dataGen AI LearningSubfield focusi

4、ng on generating new content such as text,images,code and moredanieloh305Generative AILLMsGenerative AI utilizes AI models to create text,images,videos,code,or data in response to promptsLarge Language Models are a specialized type of AI,trained on massive datasets to generate outputs in natural,con

5、versational languageHow does Generative AI really work?Entries of customer feedback through surveys,reviews,and support tickets,where generative AI could greatly improve processing efficiencyUse Cases&PromptsGenerative Language ModelsKey details extractedText summarizationSentiment analysisEnd Resul

6、tdanieloh306Gartner“More Than 80%of Enterprises Will Have Used Generative AI APIs or Deployed Generative AI-Enabled Applications by 2026.“The AI adoption journey with the rise of Gen AI https:/ danieloh30The Gen AI Journey for an Application Developer7danieloh308The Journey of Adopting Generative AI