MongoDB adds vector search to self-managed editions to power generative AI apps

"While at one end, traditional database players, such as MongoDB, Google, etc., have added vector capabilities, specialty vector databases are adding additional features to make their products more easily consumable by non-experts."

"When asked about the delay in releasing vector search to the self-managed offerings, Andersen pointed out that it could have been a business decision for the company to prioritize Atlas as it is their flagship offering."

"Vector search and other capabilities added to the managed offerings are currently in public preview."

Traditional database providers such as MongoDB and Google have added vector capabilities to their platforms, expanding the range of supported workloads. Specialty vector databases are adding features aimed at making their products easier for non-experts to consume, focusing on usability and turnkey functionality. The delay in releasing vector search to self-managed offerings may reflect a business decision to prioritize Atlas as the company’s flagship managed service. Vector search and other capabilities recently added to managed offerings are currently available in public preview, allowing customers to test and provide feedback before general availability.

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