认证工作坊
生成式人工智能：利用你自己的私人数据来回答问题
摘要
生成式人工智能：利用你自己的私人数据来回答问题 Duration: 8 hours (2 sessions, each session 4 hours) 语言： 英语 / 普通话 / 粤语 Remote live instructor-led interactive training
| 工作坊类别 | AI |
|---|
认证详情
工作坊描述
In this workshop, you will learn how to use large language models (LLMs) to answer questions and create knowledge bases. You will learn about the basics of LLMs, how they work, and how to use them for question answering. You will also learn how to ingest various document types, such as documents, websites, podcasts, and YouTube videos, and create a knowledge base from them.
观众
This workshop is for anyone who wants to learn how to use LLMs for question answering and knowledge base creation. Whether you are a developer, a data scientist, or simply someone who is curious about LLMs, this workhop will give you the skills you need to start using LLMs for these tasks today.
涵盖的主题
Introduction to Generative AI Intuition of How LLMs work Document Question answering Introduction to Langchain Document Q&A over documents Exercise Ingesting various document types Ingest and create knowledge base over websites, podcasts and Youtube videos Exercise: Q&A knowledgebase
学习目标
Learn the basics of LLMs Learn how to use LLMs for question answering Learn how to ingest various document types Learn how to create a knowledge base from documents Build your portfolio with an end-to-end project
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