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Generative AI: Question answering on your own Private Data

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

Additional Information

Workshop Category

Generative AI

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.


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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