Introduction

Imagine you'll be able to access the information you need from your documents in real-time, without having to spend countless hours sifting through pages and pages of text. Imagine being able to access critical information with just a few clicks of a button, making your work more efficient and your life easier.

It is possible now. This course seek to revolutionise the way professionals retrieve information from their documents. Using open source LLM tools like Huggingface and Langchain framework, our new course enables you to quickly and easily retrieve information in a chatbot manner.

Course License: CC BY-NC-SA 4.0

Learning Objectives

The course is designed to enable intermediate python user with an understanding on how to leverage Large Language Models (LLM) to create personalised chat with user’s personal information of choice.

• Understand the concept on how to integrating LLMs with the information
• Explore the integration process with open source LLMs and its limitations
• Understand the concept of Vector Search Database

Structure Overview and Typical Completion Time

This course consists of 4 lessons.

The estimated course learning time is 4 hours.