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Tutorial
RAG Evaluation: Detecting Hallucinations with Patronus AI and MongoDB
Discover how to detect hallucinations in AI using Patronus AI's Lynx model and MongoDB Atlas. Learn about HaluBench for RAG system evaluation and implement reliable generative AI applications with MongoDB's vector search capabilities. Step-by-step guide on deploying Lynx and catching hallucinations in Atlas-based RAG systems.Jul 21, 2024
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Tutorial
Tuning the MongoDB Connector for Apache Kafka
When building a MongoDB and Apache Kafka solution, the default configuration values satisfy many scenarios, but there are some tweaks to increase performance. In this article, we walk through important configuration properties as well as general best practice recommendations.Jul 19, 2024
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Tutorial
Getting started with MongoDB Atlas Search and Java
This tutorial will help you understand the concepts of Atlas Search and also teach how to create the indexes using Atlas UI, Atlas CLI and programatically using Spring Boot Application.Jul 15, 2024
Tutorial
Ensuring High Availability for MongoDB on Kubernetes
This tutorial will help you to install MongoDB in a Kubernetes environment.Jul 12, 2024
Tutorial
Let’s Give Your Realm-Powered Ionic Web App the Native Treatment on iOS and Android!
Let's convert an Ionic React web app that saves data in MongoDB Realm using Apollo GraphQL into an iOS and Android app using a couple of commands.Jul 12, 2024
Tutorial
Flexible Querying With Atlas Search
It's very rare that MongoDB's query planner selects a plan that involves multiple indexes. We’ll walk through a scenario where this is a requirement.Jul 12, 2024
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.Jul 11, 2024
Tutorial
Part #2: Create Your Model Endpoint With Amazon SageMaker, AWS Lambda, and AWS API Gateway
In this series, we look at how to use Amazon SageMaker and MongoDB Atlas Vector Search to semantically search your data.Jul 11, 2024
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.Jul 11, 2024