Fully Functional Chatbot with Llama Index: Build a Custom ChatGPT

Learn how to build your own ChatGPT with Llama Index. This ChatGPT will allow you to easily create custom prompts for your users. Explore the realm of AI by creating your own personalized chatbot. Llama Index, a cutting-edge AI platform, will be at the core, providing seamless orchestration capabilities to unlock AI’s full potential.

The key points discussed in the video include:

1. Introduction to Llama Index: Discover the power of Llama Index in creating scalable and autonomous ChatGPT applications. It enables organizations to combine disparate data sources, such as YouTube videos and on-premise databases, through an orchestration framework.

2. Complete Code Architecture: The speaker provides a complete code architecture for building a ChatGPT application with Llama Index. This architecture consists of around 40 lines of code and is working effectively.

3. Application Scenarios: Explore the various scenarios where Llama Index can be used. For example, it can be used to index books, allowing easy access to relevant information for students during exams. Additionally, it can be used by organizations with disparate data sources to combine and retrieve information effectively.

Join this session to learn how to build your own ChatGPT application with Llama Index and leverage its capabilities to create scalable and autonomous applications. Don't miss out on this valuable tutorial

Table of Contents:
0:00 – Building Chatbots
1:08 – Foundation model of Large Language Models
3:46 – Challenges in Prompting
5:21 – Solutions Using Orchestration Framework
9:52 – Vector embeddings
11:37 – Vector similarity search
13:03 – Prerequisites
14:00 – Demo - Build End to End Apps with Llama Index
37:07 – QnA

💼 Learn to build LLM-powered apps in just 40 hours with our Large Language Models bootcamp: https://hubs.la/Q01ZZGL-0

Dive deeper into Generative AI and Large Language Models with this playlist:    • Getting Started with Large Language M...  

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