Databases for storing unstructured and vector data
We also want to present the NoSQL and vector databases we will use within our examples. When working locally, they are already integrated through Docker. Thus, when running poetry poe local-infrastructure-up, as instructed a few sections above, local images of Docker for both databases will be pulled and run on your machine. Also, when deploying the project, we will show you how to use their serverless option and integrate it with the rest of the LLM Twin project.
MongoDB: NoSQL database
MongoDB is one of today’s most popular, robust, fast, and feature-rich NoSQL databases. It integrates well with most cloud ecosystems, such as AWS, Google Cloud, Azure, and Databricks. Thus, using MongoDB as our NoSQL database was a no-brainer.
When we wrote this book, MongoDB was used by big players such as Novo Nordisk, Delivery Hero, Okta, and Volvo. This widespread adoption suggests that MongoDB will remain a leading NoSQL database...
