Let's use SingleStore as a vector database and see how to store embeddings and retrieve them whenever needed.
Sign up to SingleStore database to use it as a vector database.
We will get a publicly available data, convert that data into chunks, embed the chunks, store them in vector database and retrieve the data with semantic & hybrid search.