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Video
What is MongoDB Atlas Search? How to help users find what they need
MongoDB’s Erik Hatcher (Staff Developer Advocate, Atlas Search) joins RedMonk’s Kelly Fitzpatrick for an introduction to MongoDB Atlas Search: a full-text search engine integrated into MongoDB’s fully-managed developer data platform (Atlas). After discussing some of the advantages of leveraging search on a data platform like Atlas (unified developer experience and API, seamless synchronization, reduced operational overhead), Erik jumps right into a demo of Atlas Search using platform-supplied sample datasets (we use a film dataset) and walking through the tools and steps a Java developer might use. This was a RedMonk video sponsored by MongoDB. Resources: Atlas Search: Learn more about Atlas Search: https://mdb.link/atlas-search-lp-redmonk All Atlas Search tutorials: https://mdb.link/atlas-search-tutorials-redmonk Get started with Atlas Search in Java (as demonstrated in the video): https://mdb.link/atlas-search-java-redmonk Landing page for MongoDB Atlas: https://mdb.link/atlas-lp-redmonk General MongoDB learning and developer resources: Overview of MongoDB and the Document Model (free MongoDB University course): https://mdb.link/document-model-redmonk Check out other courses offered through MongoDB University: https://mdb.link/mongo-university-redmonk MongoDB’s Developer Center: https://mdb.link/dev-center-redmonkSep 13, 2023 | 34 min
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Tutorial
RAG Series Part 2: How to Evaluate Your RAG Application
In this tutorial, we will see how to evaluate LLM applications using the RAGAS framework, taking a RAG system as an example.Apr 17, 2024
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Tutorial
Stream Data Into MongoDB Atlas Using AWS Glue
In this tutorial, find a tangible showcase of how AWS Glue, Amazon Kinesis, and MongoDB Atlas seamlessly integrate.Apr 16, 2024
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Babu Srinivasan
Tutorial
RAG Series Part 1: How to Choose the Right Embedding Model for Your Application
In this tutorial, we will see why embeddings are important for RAG, and how to choose the right embedding model for your RAG application.Apr 15, 2024
Apoorva Joshi
Tutorial
MongoDB Atlas With Terraform: Database Users and Vault
Learn how to create a user for MongoDB and secure their credentials securely in Hashicorp Vault.Apr 15, 2024
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Samuel Molling
Tutorial
Atlas Cluster Automation Using Scheduled Triggers
In this article I will show you how a Scheduled Trigger can be used to easily incorporate automation into your environment. In addition to pausing and unpausing a cluster, I’ll similarly show how cluster scale up and down events could also be placed on a schedule. Both of these activities allow you to save on costs for when you either don’t need the cluster (paused), or don’t need it to support peak workloads (scale down).Apr 11, 2024
Brian Leonard
Tutorial
Leveraging MongoDB Atlas Vector Search with LangChain
Discover the integration of MongoDB Atlas Vector Search with LangChain, explored in Python in this insightful article. It highlights how advanced semantic search capabilities and high-dimensional embeddings revolutionize data retrieval. Understand the use of MongoDB Atlas' $vectorSearch operator and how Python enhances the functionality of LangChain in building AI-driven applications. This guide offers a comprehensive overview for harnessing these cutting-edge tools in data analysis and AI-driven search processes.Apr 10, 2024
Arek Borucki
Quickstart
Single Click to Success: Deploying on Netlify, Vercel, Heroku, and Render with Atlas
Explore the 'MongoDB One-Click Starters: A Comprehensive Guide' for an in-depth look at deploying MongoDB with Netlify, Vercel, Heroku, and Render. This guide covers essential features, ideal use cases, and step-by-step deployment instructions to kickstart your MongoDB projects.Apr 10, 2024
Pavel Duchovny