Yes, MongoDB Atlas is a vector database. Atlas is a fully managed, modern multi-cloud database platform with a rich array of capabilities that includes text or lexical and vector search.

Jun 19, 2025 · Learn all about what a vector database is, why they are crucial for building specialized AI applications, and how MongoDB brings this power to developers.

Dec 29, 2024 · In this article, we will explore MongoDB’s vector search functionalities, how it compares to specialized vector databases, and the steps to set up a vector search workflow in …

Oct 1, 2025 · Learn the basics of MongoDB vector databases and how to utilize vector search for effective data retrieval. Read more in this written guide.

Oct 7, 2025 · In this article, we will look at how to get started creating a vector index for your data in MongoDB, and then look into how to improve the efficacy of the index with fine-tuning!

MongoDB’s vector database capabilities let teams unify semantic, text, and structured data queries without cumbersome integration processes. It enables customers to build intelligent …

MongoDB has traditionally been a document-oriented NoSQL database, excelling in storing and querying semi-structured data. However, with the integration of vector search capabilities, …

Jul 9, 2024 · In this post, we’ve demonstrated how to build a vector database using MongoDB and Python. This basic implementation covers vector storage, retrieval, and similarity search.

A vector database, vector store or vector search engine is a database that stores and retrieves embeddings of data in vector space. [1] Vector databases typically implement approximate …

Dec 30, 2025 · MongoDB Atlas is the global, multi-cloud database for modern apps trusted by developers and enterprises to build, scale, and run cutting-edge applications, with automated …