Deep Dive into Generative AI with Langchain & RAG! with Sukanya Bag

• Introduction to Generative AI

• Generative AI with Large Language and Vision Language Models

• Retrieval Augmented Generation

• Building production grade E2E QnA solutions with RAG and Langchain

• LlamaIndex for Advanced RAG (bonus lecture)

• LLM Finetuning with LoRA, PEFT, QLoRA (bonus lecture)

• Multimodality with RAG - bridging the gap between NLP & Vision