Certification workshop
Generative AI: Question answering on your own Private Data
Summary
Generative AI: Question answering on your own Private Data Duration: 8 hours (2 sessions, each session 4 hours) Language: English / Putonghua / Cantonese Remote live instructor-led interactive training
| Workshop Category | AI |
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Certification Detail
Workshop Description
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.
Audience
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.
Topics Covered
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
Learning Objectives
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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