Harness the power of MongoDB Atlas and Amazon Web Service’s (AWS) to build sophisticated, enterprise-ready intelligent applications. Integrate AWS with the versatility of a document model and native Vector Search to ensure scalability, and security.
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Real-time Data Architectures with MongoDB Cloud Manager and Verizon 5G Edge
From real-time transaction processing, telemetry capture for your IoT application, or personalization using profile data for localized venue experiences, bringing MongoDB to the edge allows you to maintain the low latency characteristics of your application without sacrificing access to data.Jan 23, 2024 | 8 min read
Ado Kukic (+1)
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Tutorial
How to Deploy MongoDB Atlas with AWS CloudFormation
Learn how to quickly and easily deploy MongoDB Atlas instances with Amazon Web Services (AWS) CloudFormation.Mar 20, 2024
Rutuja Rajwade
Video
AWS and Generative AI - Services, Deployments and RAG with Bedrock
✅ Register for Atlas - https://mdb.link/xgqrVhUoey4-register ✅ Vector Search - https://mdb.link/xgqrVhUoey4-vector - In this episode, Shane Mc Allister is joined by David Min and Rustem Feyzkhanov to explore a range of approaches for deploying pretrained LLM models to AWS cloud using SageMaker JumpStart, SageMaker SDK and AWS Copilot. In addition, we'll showcase how to leverage Retrieval Augmented Generation (RAG) with MongoDB Atlas, Vector Search, and Amazon Bedrock. To bring these concepts to life, we'll swiftly showcase demos illustrating the deployment process for a generative AI model using SageMaker JumpStart and AWS Copilot and how to enable natural language queries to extract more value and insights from your data.Mar 19, 2024
Tutorial
Integrate Atlas Application Services Logs into Datadog on AWS
With the Log Forwarding feature, it's now possible to send Atlas Application Services logs to Datadog. This blog outlines the configuration steps necessary as well as strategies for customizing the view to suit the need.Mar 13, 2024
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Babu Srinivasan (+1)
Article
Audio Find - Atlas Vector Search for Audio
This in-depth article explores the innovative creation of a music catalog system that leverages the power of MongoDB Atlas's vector search and a Python service for sound embedding. Discover how sound embeddings are generated using the Panns-inference model via S3 hosted files, and how similar songs are identified, creating a dynamic and personalized audio discovery experience.Mar 08, 2024
Ran Shir (+1)
Tutorial
Getting Started With MongoDB Atlas Serverless, AWS CDK, and AWS Serverless Computing
Mar 04, 2024
Zuhair Ahmed (+1)
Tutorial
MongoDB Atlas Vector Search and AWS Bedrock modules RAG tutorial
Explore our comprehensive tutorial on MongoDB Atlas Vector Search and AWS Bedrock modules for creating a dynamic database assistant for product catalogs. This guide covers building an application for seamless product searching using various inputs such as single products, lists, images, and recipes. Learn to easily find ingredients for a recipe or the best organic almonds with a single search. Ideal for developers and product managers, this tutorial provides practical skills for navigating complex product databases with ease.Feb 20, 2024
Pavel Duchovny
Tutorial
Part #3: Semantically Search Your Data With MongoDB Atlas Vector Search
In this series, we look at how to use Amazon SageMaker and MongoDB Atlas Vector Search to semantically search your data.Feb 14, 2024
Dominic Frei
Tutorial
Part #1: Build Your Own Vector Search with MongoDB Atlas and Amazon SageMaker
In this series, we look at how to use Amazon SageMaker and MongoDB Atlas Vector Search to semantically search your data.Feb 07, 2024
Dominic Frei
Video
Build Your Own Vector Search with MongoDB Atlas and Amazon SageMaker
✅ Register for Atlas - https://mdb.link/NWdqFA5PTXI-register ✅ Article Part 1 - https://mdb.link/NWdqFA5PTXI-part1 ✅ Article Part 2 - https://mdb.link/NWdqFA5PTXI-part2 - Have you heard about machine learning, models, and AI but don't quite know where to start? Do you want to search your data semantically? Are you interested in using vector search in your application? Then you’ve come to the right place! This livestream will introduce you to MongoDB Atlas Vector Search and Amazon SageMaker, and how to use both together to semantically search your data.Feb 06, 2024