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What is Atlas Search & Quick Start
✅ Sign-up for a free cluster at → https://mdb.link/free-HsS0z3eOCSQ ✅ Get help on our Community Forums → https://mdb.link/community-HsS0z3eOCSQ In this first episode of the Atlas Search 'cene, learn what Atlas Search is, and get a quick start introduction to setting up Atlas Search on your data. Within a few clicks, you can set up a powerful, full-text search index on your Atlas collection data, and leverage the fast, relevant results to your users queries. 🔗 Resources 🔗 Get Started with Atlas Search → https://mdb.link/search-HsS0z3eOCSQ Atlas Search Playlist → https://www.youtube.com/playlist?list=PL4RCxklHWZ9sEaTrqx7DOxQ5FzwDOTWFj ------ Don't forget to like, share, and subscribe for more awesome tutorials! 🙌 ✅ Subscribe to our channel → https://mdb.link/subscribe
Oct 25, 2023
Video
EASY: Build Generative AI Applications
✅ Sign-up for a free cluster at → https://mdb.link/free-wOdZ1hEWvjU ✅ Get help on our Community Forums → https://mdb.link/community-wOdZ1hEWvjU ** Support for the '$vectorSearch' aggregation pipeline stage is available with MongoDB Atlas 6.0.11 and 7.0.2. ** 🔥 Unlock the Power of AI with MongoDB and Atlas Vector Search 🔥 Are you ready to step into the future with the 4th Industrial Revolution? Dive deep into the world of Artificial Intelligence and Large Language Models (LLMs) with this comprehensive guide. Learn how to leverage the power of LLMs and MongoDB's Atlas Vector Search to build transformative AI-powered applications. 🚀 👉 What You'll Learn: → The evolution of AI and its role in the 4th Industrial Revolution. → How generative AI is changing the game with ChatGPT. → The magic behind Large Language Models (LLMs). → How to use MongoDB and Atlas Vector Search for semantic search applications. → Hands-on example: Building a movie recommendation system using semantic search. 🎬 🛠 Technologies Used: → MongoDB → Atlas Vector Search → HuggingFace → Node.js 🔗 Resources 🔗 ✅ Written article with Python code snippets → https://mdb.link/article-wOdZ1hEWvjU ✅ Atlas Vector Search Docs → https://mdb.link/vector-search-docs-wOdZ1hEWvjU ⏱️ Timestamps ⏱️ 00:00 - Intro 01:42 - What are vector embeddings? 02:18 - What is vector search? 03:20 - What is Atlas Vector Search? 04:14 - Semantic search for movie recommendations 05:10 - Step 1: Setup & Connect to your MongoDB instance 07:39 - Step 2: Set up the embedding creation function 10:21 - Step 3: Create and store embeddings 13:09 - Step 4: Create a vector search index 14:20 - Step 5: Query your data ------ ✅ Subscribe to our channel → https://mdb.link/subscribe
Oct 04, 2023
Video
Build an AWS Lambda Serverless function with PyMongo & MongoDB
✅ Sign-up for a free cluster at → https://mdb.link/free--ZSKyLspT3Q ✅ Get help on our Community Forums → https://mdb.link/community--ZSKyLspT3Q Follow along as MongoDB Developer Advocate Anaiya Raisinghani explains how to use AWS Lambda with PyMongo, MongoDB's Python Driver! This tutorial will take you through setting up an Atlas Cluster, establishing an AWS Lambda function, connecting the cluster to Lambda, and loading in/reading back specific information. Watch through the end for information on utilizing MongoDB's Aggregation Pipeline structure. 🔗 Resources 🔗 ✅ For an article format of this video along with code samples, please view our Developer Center → https://mdb.link/article--ZSKyLspT3Q ✅ Connect with Anaiya → https://www.linkedin.com/in/anaiyaraisinghani/ ✅ View more of Anaiya's content → https://www.mongodb.com/developer/search/?s=anaiya+raisinghani&sortMode=0 ------ Don't forget to like, share, and subscribe for more awesome tutorials! 🙌 ✅ Subscribe to our channel → https://mdb.link/subscribe
Sep 25, 2023
Video
Vector Search: The Future of Data Querying Explained | Semantic Searching
✅ Sign-up for a free cluster at → https://mdb.link/free-1ZIYVNvRVsY ✅ Get help on our Community Forums → https://mdb.link/community-1ZIYVNvRVsY ** Support for the '$vectorSearch' aggregation pipeline stage is available with MongoDB Atlas 6.0.11 and 7.0.2. ** Welcome to this comprehensive guide on Vector Search, a revolutionary technique that allows you to search data based on meaning rather than just keywords. If you've ever struggled to find exactly what you're looking for in a database, this video is for you. We'll explore how Vector Search works, its benefits, and how to implement it in MongoDB for a seamless and powerful search experience. 🛠 What You'll Learn What is Vector Search?: Understand the machine learning models behind Vector Search and how they transform text, audio, images, or other types of data into high-dimensional vectors. Benefits of Vector Search: Discover why semantic understanding, scalability, and flexibility make Vector Search a must-have feature for modern databases. MongoDB & Vector Search: Learn how to set up Vector Search in MongoDB Atlas, create triggers with OpenAI API, and perform vector search queries. We'll walk you through each step, from setting up your MongoDB Atlas account to writing JavaScript functions for querying. 📚 Resources 📚 ✅ Written article & code → https://mdb.link/semantic-search-mongodb-atlas-vector-search-1ZIYVNvRVsY ✅ Vector Search Documentation→ https://mdb.link/vector-search-1ZIYVNvRVsY ✅ OpenAI → https://platform.openai.com/overview ✅ Create your first FREE MongoDB Atlas Cluster → https://youtu.be/jXgJyuBeb_o ------ ✅ Subscribe to our channel → https://mdb.link/subscribe
Sep 20, 2023
Video
Getting Started with the MongoDB Kotlin Driver - Tutorial
✅ Sign-up for a free cluster at → https://mdb.link/free-J3N-m66xeVY ✅ Get help on our Community Forums → https://mdb.link/community-J3N-m66xeVY In this tutorial, you'll learn how to kickstart your journey with the MongoDB Kotlin Driver. MongoDB is a popular NoSQL database, and the Kotlin Driver allows you to interact with MongoDB databases using the Kotlin programming language. Whether you're a beginner or an experienced developer, this video will help you get up and running with the MongoDB Kotlin Driver. In this video, we'll cover: 👉 Setting up a Kotlin project using Gradle 👉 Installing the MongoDB Kotlin Driver dependency 👉 Connecting to a MongoDB database 👉 Performing basic CRUD (Create, Read, Update, Delete) operations By the end of this tutorial, you'll have a solid foundation for building Kotlin applications that interact with MongoDB databases. Whether you're building web applications, mobile apps, or any other kind of software, understanding how to use the MongoDB Kotlin Driver can be a valuable skill. 📚 Resources 📚 MongoDB Kotlin Driver Documentation → https://mdb.link/kotlin-driver-docs-J3N-m66xeVY Blog on Getting Started with the MongoDB Kotlin Driver → https://mdb.link/kotlin-blog-J3N-m66xeVY Create your first FREE MongoDB Atlas Cluster → https://youtu.be/jXgJyuBeb_o ⏱️ Timestamps ⏱️ 00:00 - Introduction 00:45 - Prerequisites 01:09 - Project setup 02:01 - Adding Kotlin driver dependency 02:30 - Connecting to MongoDB 05:10 - CRUD Operations - Create 09:50 - CRUD Operations - Read 12:25 - CRUD Operations - Update 15:05 - CRUD Operations - Delete 16:23 - Summary ------ ✅ Subscribe to our channel → https://mdb.link/subscribe
Sep 19, 2023
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-redmonk
Sep 13, 2023
Video
How to use Azure Functions with the MongoDB Node.js Drivers
✅ Sign-up for a free cluster at: https://mdb.link/free-DpGq9iu3Q8E ✅ Get help on our Community Forums: https://mdb.link/community-DpGq9iu3Q8E Learn how to setup and deploy serverless functions with Azure Functions that interact with MongoDB in this video tutorial featuring Nic Raboy. You'll see how to configure Microsoft Azure, build and test a local functions project, deploy to the cloud, and interact with MongoDB. Resources: https://trymongodb.com/3FxsGdk Connect with Nic on Twitter: https://twitter.com/nraboy ⏱️ Timestamps ⏱️ 00:00 - Intro 00:28 - The Prerequisites 02:05 - Create New Azure Project 06:20 - Create New Azure Function 19:03 - Run and Test an Azure Function Locally 20:07 - Link the Remote and Local Azure Projects 22:24 - Creating Environment Variables in Azure 24:45 - Push the Local Function to the Cloud 26:51 - A Review of the Azure Functions with MongoDB Development Process — Subscribe to MongoDB ➡️ https://bit.ly/3bpg1Z1 #mongodb #azure #nodejs #database
Dec 15, 2022
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Build a Totally Serverless REST API with MongoDB Atlas
✅ Sign-up for a free cluster at: https://mdb.link/free-FkD_tf8vkfg ✅ Get help on our Community Forums: https://mdb.link/community-FkD_tf8vkfg Want to go totally serverless in your application development? I’m talking serverless database and serverless application for maximum scalability. In this tutorial, Nic Raboy demonstrates how to launch a serverless database instance of MongoDB, create a serverless function with JavaScript, and make everything accessible with HTTPS endpoints. Connect with Nic on Twitter: https://twitter.com/nraboy ⏱️ Timestamps ⏱️ 00:00:00 - Intro 00:00:43 - Create a MongoDB Serverless Instance 00:02:19 - Create a Serverless Application with Atlas App Services 00:03:36 - Create HTTPS Endpoints 00:06:38 - Adding Serverless Function Logic to an HTTPS Endpoint 00:10:29 - Testing your HTTPS Endpoint and Function 00:12:03 - More HTTPS Endpoints and Functions 00:15:27 - A Review of the Development Process 00:16:30 - A Quick Note on MongoDB Atlas Serverless Security 00:18:47 - Outro — Subscribe to MongoDB ➡️ https://bit.ly/3bpg1Z1 #mongodb #database #serverless
Nov 15, 2022
Video
Create a Twitter Clone using Next.js, MongoDB, Auth0, & Deploy to Vercel
✅ Sign-up for a free cluster at: https://mdb.link/free-xiowCksSKpk ✅ Get help on our Community Forums: https://mdb.link/community-xiowCksSKpk In this video, we'll create a Twitter clone Jamstack application using the MongoDB Atlas Data API, @Auth0, Next.js, and @VercelHQ. This workshop will walk you through each step and will help you easily follow along step by step. 📚 RESOURCES 📚 GitHub Repo: https://github.com/mongodb-developer/social-app-demo MongoDB Atlas: https://bit.ly/mongodb-free MongoDB VS Code extension: https://marketplace.visualstudio.com/items?itemName=mongodb.mongodb-vscode MongoDB Compass: https://www.mongodb.com/try/download/compass Auth0: https://auth0.com/signup Vercel: https://vercel.com/signup Connect with Jesse: Twitter: https://bit.ly/tweet-codeSTACKr ⏱️ Timestamps ⏱️ 00:00:00 - Intro 00:00:33 - Agenda 00:00:59 - Exercise Overview 00:02:18 - Prerequisites 00:03:04 - What is the Jamstack? 00:06:00 - Reduce Complexity & Increase Portability 00:06:10 - What is Serverless? 00:07:13 - Serverless Instances 00:08:16 - Atlas Serverless Functions & HTTPS Endpoints 00:09:18 - Atlas Data API 00:10:26 - Consider the Alternatives 00:11:27 - Workshop GitHub Repo 00:11:59 - Lesson 1 - Fork & Clone the Workshop Repo 00:13:31 - Lesson 2 - Create Atlas Cluster 00:18:35 - Lesson 3 - Load Sample Data 00:19:22 - Option 1: MongoDB VS Code Extension 00:23:26 - Option 2: MongoDB Compass 00:26:12 - Lesson 4 - Test Data API 00:31:55 - Lesson 5 - Set Up Local App 00:48:23 - Lesson 6 - Atlas Functions & HTTPS Endpoints 00:50:38 - Lesson 7 - Configure User Auth 01:07:04 - Lesson 8 - Add Like Functionality 01:13:27 - Lesson 9 - Create Search Index & Route 01:20:06 - Lesson 10 - Deploy your Application! --- Subscribe to MongoDB ➡️ https://bit.ly/3bpg1Z1 #mongodb #database #tutorial
Sep 27, 2022
Video
Application Deployment in Kubernetes with the MongoDB Atlas Operator
✅ Subscribe to MongoDB Atlas on Google Cloud: https://bit.ly/3KOx4H9 In this video, we’ll setup a MERN stack application in just minutes, and use the Kubernetes Atlas operator to connect our backend to Atlas using a Kubernetes secret. 📚 For readers, here is a written version: https://www.mongodb.com/developer/products/atlas/kubernetes-operator-application-deployment/ 😎 Connect with Cedric: Twitter: https://twitter.com/cedricclyburn LinkedIn: https://www.linkedin.com/in/cedricclyburn ⏱️ Timestamps ⏱️ 0:00 Introduction 00:24: Prerequisites 00:43: Getting started 04:13: Using the MongoDB Atlas Operator for Kubernetes 08:35: Create and manage an Atlas deployment 12:49: Configure the application back end using the Atlas operator --- Subscribe to MongoDB ➡️ https://bit.ly/3bpg1Z1 #mongodb #kubernetes #database
Sep 13, 2022