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· 6 min read
Anita Okoh

Integrating Nomic API with MongoDB using SuperDuperDB


One of the major components of building an RAG system is being able to perform a vector search or a semantic search. This potentially includes having an embedding model and a database of choice.

For this demo, we will be using Nomic’s embedding model and MongoDB in order to accomplish this

Nomic AI builds tools to enable anyone to interact with AI scale datasets and models. Nomic Atlas enables anyone to instantly visualize, structure, and derive insights from millions of unstructured data points. The text embedder, known as Nomic Embed, is the backbone of Nomic Atlas, allowing users to search and explore their data in new ways.