Topics

Understanding about Generative AI and ChatGPT 

What is Generative AI?

Gen Ai vs AI vs ML

What are LLMs

Introduction to OpenAI and ChatGPT

Using ChatGPT for various tasks using manual prompting

What kind of applications can be developed using these LLMs

Creating a simple chatbot using OpenAI API and Streamlit

LLM as a Reasoning Engine

Understanding tools 

Understanding React Prompting with an example

What is an Agent/Assistant?

What are embeddings?

What is a vector Store?

Understanding RAG

Creating a chatbot similar to ChatGPT using Open AI Assistant

Understanding about Open AI Assistant API and terminology

Understanding Code Interpreter of OpenAI Assistant

Doing RAG with Open AI Assistant

Creating a chatbot similar to ChatGPT using OpenAI Assistant API

Understanding multi agentic application frameworks

Understanding how to create multi agentic applications using Microsoft autogen

Understanding how to create multi agentic applications using Crew AI

Understanding about capabilities of Llama Index

Understanding about langchain and langgraph