Generative AI | Artificial Intelligence | LangChain | MongoDB Vector embeddings are like compact representations of data, consisting of arrays of floating-point numbers. While they may seem small individually, when you have to manage thousands of them, storage and comparison become significant concerns. Many databases aren't optimized for handling such vectors