3172 - 利用人工智能完成任务并解决实际问题（自带设备办公）.pdf

1、Orlando,FLOctober 69IBM TechXchange 2025Session 3172Faranak Heidari,Bradley Steinfeld,Hailey Thao QuachAI Developer,Software Architect,Information DeveloperIBM Skills NetworkGet things done and solve real problems with Gen AIAgenda01020304Key ConceptsHands-on LabTakeawaysQ&AIBM TechXchange|2025 IBM

2、CorporationHave you ever tried asking an LLM a simple questionIBM TechXchange|2025 IBM Corporation3IBM TechXchange|2025 IBM Corporation4What you will learn in this session0102030405LLMs MisconceptionsLLMs ChallengesThe Power of LLMsWhat is LangGraph?Tools and TechniquesIBM TechXchange|2025 IBM Corpo

3、rationCommon Misconceptions“Unreliable”IBM TechXchange|2025 IBM Corporation6Common Misconceptions“Unreliable”“Just Chatbots”IBM TechXchange|2025 IBM Corporation7Common Misconceptions“Unreliable”“Just Chatbots”“Only good for summarizing PDFs”IBM TechXchange|2025 IBM Corporation8These misconceptions s

4、tem from not knowing howhow to leverage LLMs effectively.IBM TechXchange|2025 IBM Corporation9Its not the tool thats lacking;IBM TechXchange|2025 IBM Corporation11Its not the tool thats lacking;its how were using it.IBM TechXchange|2025 IBM Corporation12What you will learn in this session0102030405L

5、LMs MisconceptionsLLMs ChallengesThe Power of LLMsWhat is LangGraph?Tools and TechniquesIBM TechXchange|2025 IBM Corporation01 Model Selection02 Prompt Engineering03 Workflow Management 04 Determinism&Reliability 05 Scalability06 Complexity 07 NecessityCommon HurdlesIBM TechXchange|2025 IBM Corporat

6、ion14Choosing the right model for the task.01 Model Selection02 Prompt Engineering03 Workflow Management 04 Determinism&Reliability 05 Scalability06 Complexity 07 NecessityCommon HurdlesIBM TechXchange|2025 IBM Corporation15Crafting effective prompts to guide the model.01 Model Selection02 Prompt En