Large-scale platform integrations that initially provided traditional databases and infrastructure also began to offer vector capabilities — for example, Google Cloud, MongoDB Atlas, SAP HANA ...

Hand with raised index finger pointing at two cloud shapes, one blue and one black outlined. Ideal for cloud computing, online storage, data management, internet connectivity, digital services, web ...

Blue speech bubble with text Shop, outline of a cloud next to a filled cloud, and random text in black. Ideal for e-commerce, online shopping, store promotions, website banners, digital marketing ...

It supports AI applications through native vector search, local or cloud-based AI model interfaces and integration with frameworks such as LangChain for large language models and Semantic Kernel ...