In this video tutorial, Shanif Dhanani, the founder of goes over the need for vector databases for finding relevant answers from your data. He discusses why the limited context windows of LLMs require us to use vector databases for building apps that can search over our data, how to insert data into a vector database, and how to query a vector database.