What are Vectors, Vector Embeddings, Embedding Models, Vector DB , Cosine Similarity, KNN Algorithm

In this video, will explain below concepts in a simplified fashion Vectors Vector Embeddings Embedding Models Chunking Vector DB Cosine Similarity KNN Algorithm This video is part of my Best Selling Udemy Course on AWS Bedrock and Generative AI and can be accessed from below link : https://www.udemy.com/course/amazon-b... In this video we will learn how to build a CHATBOT with AWS Amazon Bedrock- Llama 2, Langchain and Streamlit This is a hands-on tutorial, where following things will be demonstrated. End to End Demo Architecture Step by Step Coding Check out other videos in Amazon Bedrock Playlist : Use Case 1 : Text Summarization with Amazon Bedrock & Generative AI - AWS Bedrock - Cohere Foundation Model + AWS Lambda + API Gateway    • Text Summarization with AWS Amazon Bedrock...   Use Case 2 : Build a CHATBOT with AWS Amazon Bedrock- Llama 2, Langchain and Streamlit    • Build a CHATBOT with AWS Amazon Bedrock- L...   Use Case 3 : Build a HR Q and A App with Retrieval Augmentation Generation (RAG), AWS Bedrock, FAISS, Langchain, Streamlit    • Build a HR QnA App using Retrieval Augment...   Connect with me on Linkedin to discuss anything related to AWS Generative AI - www.linkedin.com/in/ rahul-trisal