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Tutorial
How to Automate Continuous Data Copying from MongoDB to S3
Learn how to set up a continuous copy from MongoDB into an AWS S3 bucket in Parquet.
Jan 23, 2024
Tutorial
MongoDB Data Federation Setup
This tutorial will guide you through exactly how to combine your Airbnb data together for easier query-ability.
Jan 23, 2024
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Tutorial
MongoDB Atlas Data Federation Tutorial: Federated Queries and $out to AWS S3
Learn how to use MongoDB Atlas Data Federation to query data from Atlas databases and AWS S3 and archive cold data to S3 with $out.
Jan 23, 2024
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Code Example
Get Started with MongoDB Atlas and AWS CloudFormation
Learn how to get started with MongoDB Atlas and AWS CloudFormation.
Jan 23, 2024
Video
Semantic Search Made Easy With LangChain and MongoDB
"✅ Sign-up for a free cluster at → https://www.mongodb.com/cloud/atlas/register ✅ Get help on our Community Forums → https://www.mongodb.com/community/forums/ The MongoDB Atlas Navigation has been enhanced to provide a more intuitive and streamlined experience. Discover the updates here: https://mdb.link/AtlasUpdate The video is a tutorial on how to enable semantic search on user-specific data using Lang chain and MongoDB Atlas. The process involves loading, transforming, embedding, and storing data before it can be queried. The tutorial uses the AT&T Wikipedia page as a data source and demonstrates how to use libraries from Lang chain to load, transform, embed, and store vectors. The video also explains how to retrieve and query relevant data using Vector search. 📚 RESOURCES 📚 https://mdb.link/ZvwUzcMvKiI-tutorial" target="_blank" rel="noreferrer">https://mdb.link/ZvwUzcMvKiI-tutorial https://trymongodb.com/3H7kO3L https://mdb.link/ZvwUzcMvKiI https://mdb.link/ZvwUzcMvKiI-community https://twitter.com/codestackr https://mdb.link/subscribe" target="_blank" rel="noreferrer">https://mdb.link/subscribe ⏱️ Timestamps ⏱️ Introduction to Semantic Search [00:00:00 - 00:02:35] The video begins with an explanation of the multi-step process of enabling semantic search on user-specific data. This process includes loading, transforming, embedding, and storing data before it can be queried. The speaker mentions the team at Lang chain, whose goal is to simplify this process. The tutorial will walk through each of these steps using MongoDB Atlas as the vector store and the AT&T Wikipedia page as the data source. Setting Up the Environment [00:02:36 - 00:05:11] In this chapter, the speaker guides the viewer through the process of setting up the environment. This includes creating a free MongoDB Atlas account, obtaining an OpenAI API key, and cloning a repository with all the necessary code. The speaker also explains how to add the OpenAI API key and MongoDB connection string to the project, create a new Python environment, and install all the required dependencies. Vectorizing and Querying Data [00:05:12 - 00:07:47] The final chapter focuses on vectorizing and querying data. The speaker demonstrates how to load, transform, embed, and store data using the AT&T Wikipedia page as the data source. The process of creating vector representations of data using an LLM is explained, as well as how to store these vectors in a MongoDB database. The speaker then shows how to query this data using vector search, and how to set up a vector search index on the vector embeddings field. The video concludes with a demonstration of a CLI-based query and the results of a semantic search. ------ ✅ Subscribe to our channel → https://mdb.link/subscribe" target="_blank" rel="noreferrer">https://mdb.link/subscribe"
Jan 09, 2024
Article
Query Analytics Part 1: Know Your Queries
Do you know what your users are searching for? Atlas Search Query Analytics, gives us actionable insights.
Jan 05, 2024
Video
Getting Started with the new MongoDB Provider for EF Core
Written tutorial → https://mdb.link/ghJUEhbnCFE-languages At .local London in October 2023, we announced the availability, in preview, of the new MongoDB Providers for EF Core. This has been a popular request in the community. In this video, we will take you through creating an ASP.NET MVC app with CRUD and change tracking using the new provider, all for free using MongoDB Atlas. 📚 RESOURCES 📚 GitHub Repo → https://trymongodb.com/48gKLJp Getting your connection string → https://mdb.link/ghJUEhbnCFE-connectionstring MongoDB Provider Announcement → https://mdb.link/ghJUEhbnCFE-entityframework ✅ Sign-up for a free cluster at → https://mdb.link/ghJUEhbnCFE-free ✅ Get help on our Community Forums → https://mdb.link/ghJUEhbnCFE-community 💬 Connect with Luce: Twitter: https://twitter.com/lucecarter1 ⏱️ Timestamps ⏱️ 00:00 - Intro 00:30 - Prerequisites 01:15 - Create the project 02:23 - Add the driver 03:21 - Add the models 06:25 - Setup EF Core 11:18 - Create the services 21:26 - Add the view models 24:47 - Create the controllers 32:39 - Create the views 43:14 - Test the application 47:00 - Outro Subscribe to our channel → https://mdb.link/subscribe #mongodb #dotnet #csharp #efcore
Dec 15, 2023
Tutorial
How to Build an Animated Timeline Chart with the MongoDB Charts Embedding SDK
Learn how to build an animated timeline chart with the MongoDB Charts Embedding SDK
Dec 13, 2023
Tutorial
Getting Started with MongoDB Atlas and Ruby on Rails
A tutorial showing how to get started with MongoDB Atlas and Ruby on Rails using the Mongoid driver
Dec 11, 2023
