AWS, Data Lakes and K-nearest Neighbors

Retrieval-Augmented Generation with LangChain, Amazon SageMaker JumpStart, and MongoDB Atlas semantic search

Flipboard

NOVEMBER 17, 2023

Vector data is a type of data that represents a point in a high-dimensional space. This type of data is often used in ML and artificial intelligence applications. MongoDB Atlas Vector Search uses a technique called k-nearest neighbors (k-NN) to search for similar vectors.

K-nearest Neighbors

K-nearest Neighbors AWS Clustering Database

AWS empowers sales teams using generative AI solution built on Amazon Bedrock

AWS Machine Learning Blog

AUGUST 26, 2024

At AWS, we are transforming our seller and customer journeys by using generative artificial intelligence (AI) across the sales lifecycle. It will be able to answer questions, generate content, and facilitate bidirectional interactions, all while continuously using internal AWS and external data to deliver timely, personalized insights.

AWS

AWS AI AI K-nearest Neighbors

Data Science Current

Retrieval-Augmented Generation with LangChain, Amazon SageMaker JumpStart, and MongoDB Atlas semantic search

AWS empowers sales teams using generative AI solution built on Amazon Bedrock

Webinars

Stay Connected