Introduction to LLM
Explore Large Language Models (LLMs), their architecture, capabilities, and how they're transforming the AI landscape.
Introduction to RAG
Get started with Retrieval-Augmented Generation (RAG) and understand how it combines retrieval and generation for better AI responses.
Workflow of RAG
Let's understand the workflow of RAG with a real-life example and learn how to build a complete RAG system using Node.js and Express.
Data Indexing in RAG
Learn the 5-step process of data indexing in RAG: PDF upload, text extraction, chunking, embedding generation, and storage.
Searching Algorithms in an Array
Master various searching algorithms like linear search, binary search, and their implementations with time complexity analysis.