Resources | MongoDB

Enrich Your Applications with AI: A Hands-On Guide to MongoDB Atlas Vector Search

November 6, 2025 10-12 p.m. GMT Get ready for the first workshop in our three-part AI Build & Learn Workshop Series! Join us on November 6, 2025, from 10 to 12 p.m. GMT for "Enrich Your Applications with AI: A Hands-On Guide to MongoDB Atlas Vector Search." In this engaging and interactive session, you'll discover how to supercharge your applications and unlock powerful AI capabilities using MongoDB Atlas Vector Search. We'll demystify the core concepts of vector search and provide you with hands-on experience in performing and optimizing vector search queries. Key topics we’ll cover during the workshop include: What embeddings are and how they power intelligent semantic search Techniques for tuning and enhancing your vector search queries for improved performance Sophisticated methods like combining pre-filtering with vector search and shrinking full-fidelity vectors into fewer bits with vector quantization How to apply your new knowledge to real-world scenarios Plus, you’ll earn the Vector Search Fundamentals skill badge when you complete the workshop! Don't miss out on this unique opportunity to deepen your understanding of MongoDB Atlas Vector Search and elevate your application's capabilities. You'll have the chance to get your questions answered during the live session. Even if you can’t attend, register anyway. We'll automatically send you a link to watch the recorded session on-demand after the webinar. And don’t forget to keep an eye out for our next two sessions in the generative AI Build & Learn Workshop Series. Think Big, Go Far, The MongoDB Team

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Intro to Memory Management in AI Agents

Oct 30, 2025 10:00 a.m. GMT AI agents go beyond retrieval-augmented generation (RAG) to transform how intelligent systems learn, adapt, and remember. So managing how agents store, recall, and process that data is essential to delivering seamless, hyper-personalized, and context-rich interactions. Join MongoDB Staff Developer Advocate Richmond Alake for this engaging webinar. It will equip you with the knowledge and practical tools to integrate advanced memory systems into your projects. We’ll break down key concepts and practical techniques to ensure your agents remember what matters, adapt to new information, and behave in ways that truly resonate with users. What You’ll Learn: How agentic RAG extends traditional RAG by integrating memory management into agent workflows The essentials of memory management—how to design, build, and evolve an agent’s memory The core components and building blocks of effective AI memory. RAG techniques and hybrid search approaches that combine lexical and vector methods for fast and accurate AI retrieval Practical strategies for implementing memory management using MongoDB’s flexible document model, robust indexing, and native vector search capabilities Register now and take the first step toward building AI agents that truly think ahead!

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Intro to Memory Management in AI Agents

October 23, 2025 11 a.m. ET AI agents go beyond retrieval-augmented generation (RAG) to transform how intelligent systems learn, adapt, and remember. So managing how agents store, recall, and process that data is essential to delivering seamless, hyper-personalized, and context-rich interactions. Join MongoDB Staff Developer Advocate Richmond Alake for this engaging webinar. It will equip you with the knowledge and practical tools to integrate advanced memory systems into your projects. We’ll break down key concepts and practical techniques to ensure your agents remember what matters, adapt to new information, and behave in ways that truly resonate with users. What You’ll Learn: How agentic RAG extends traditional RAG by integrating memory management into agent workflows The essentials of memory management—how to design, build, and evolve an agent’s memory The core components and building blocks of effective AI memory. RAG techniques and hybrid search approaches that combine lexical and vector methods for fast and accurate AI retrieval Practical strategies for implementing memory management using MongoDB’s flexible document model, robust indexing, and native vector search capabilities Register now and take the first step toward building AI agents that truly think ahead!

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Application Modernisation: From Relational to NoSQL with Relational Migrator

Oct 17, 2025 10:00 a.m. HKT Language: Cantonese (Materials in English) Are your applications being held back by legacy relational databases? Many organizations feel the pain of outdated systems but fear that modernisation is too complex and risky. Join us on Wednesday, October 17, 2025, at 10 a.m. HKT for our webinar, “Application Modernisation: From Relational to NoSQL with Relational Migrator,” to discover a new path forward. We'll show you how MongoDB’s powerful tools can significantly reduce the effort and risk of moving to a modern data architecture, empowering you to effectively support today's demanding AI applications. In this session, you’ll learn: Why modern AI applications require database platforms specifically designed to handle large, complex data structures. How MongoDB’s Relational Migrator simplifies the entire migration process, from initial data transfer to efficient schema modeling. The role of AI in the Relational Migrator, which helps to automatically update and convert your existing application code. Best practices for reducing the risk and effort associated with transitioning from a traditional RDBMS to a modern document database. Don't let outdated technology limit your potential! Register now to secure your spot for this engaging and educational session. This is your chance to learn directly from our expert presenter, Niko Feng, Senior Solutions Architect at MongoDB, and get your specific questions answered during our live Q&A. Can't make the live event? No problem! Register anyway, and we'll automatically send you a link to the on-demand recording after the webinar so you can watch it at your convenience.

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Intro to Memory Management in AI Agents

Oct 16, 2025 11:30 a.m. SGT AI agents go beyond retrieval-augmented generation (RAG) to transform how intelligent systems learn, adapt, and remember. So managing how agents store, recall, and process that data is essential to delivering seamless, hyper-personalized, and context-rich interactions. Join MongoDB Senior Staff Developer Advocate Anant Srivastava for this engaging webinar. It will equip you with the knowledge and practical tools to integrate advanced memory systems into your projects. We’ll break down key concepts and practical techniques to ensure your agents remember what matters, adapt to new information, and behave in ways that truly resonate with users. What You’ll Learn: How agentic RAG extends traditional RAG by integrating memory management into agent workflows The essentials of memory management—how to design, build, and evolve an agent’s memory The core components and building blocks of effective AI memory RAG techniques and hybrid search approaches that combine lexical and vector methods for fast and accurate AI retrieval Practical strategies for implementing memory management using MongoDB’s flexible document model, robust indexing, and native vector search capabilities Register now and take the first step toward building AI agents that truly think ahead!

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Intro to MongoDB 3-Part Webinar series

Ready to elevate your database game? Register for the "Intro to MongoDB Series" and unlock the full potential of MongoDB’s modern data platform. This three-part webinar series is your essential guide to mastering MongoDB, from initial deployment to advanced querying and data modeling. Webinar #1: Intro to MongoDB Join Senior Developer Advocate Jesse Hall as he demystifies MongoDB and showcases the unparalleled advantages of the document data model. This session is your fast track to getting up and running with MongoDB Atlas. In this webinar, you’ll learn how to: Create your first cluster, add an IP address, and set up a database user. Load sample data using a Next.js e-commerce demo app. Connect to your database effortlessly. Watch Webinar #1 on-demand now Webinar #2: Intro to Data Modeling Ever wondered how to perfectly design your data for an application? This webinar tackles that frequently asked question head-on. We’ll explore the crucial considerations for effective data modeling, ensuring your application performs at its peak. You will learn: The key differences in data modeling between MongoDB and RDBMS. Essential considerations for modeling data specifically with MongoDB. How to supercharge the document model using powerful schema design patterns. Watch Webinar #2 on-demand now Webinar #3: Intro to Queries and Aggregation Unlock the true power of your data with the MongoDB Query API and the Aggregation Pipeline. As your data evolves in complexity, these high-precision tools become indispensable for intelligently retrieving, processing, and analyzing your rich JSON documents. We'll cover: Best practices you can leverage to avoid commonly observed anti-patterns Optimizations MongoDB performs during aggregation pipeline parsing. Tips and tricks to significantly improve your query performance. Watch Webinar #3 on-demand now

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Intro to MongoDB 3-Part Webinar series

Ready to elevate your database game? Register for the "Intro to MongoDB Series" and unlock the full potential of MongoDB’s modern data platform. This three-part webinar series is your essential guide to mastering MongoDB, from initial deployment to advanced querying and data modeling. Webinar #1: Intro to MongoDB October 30, 11:30 a.m. SGT Join Senior Developer Advocate Jesse Hall as he demystifies MongoDB and showcases the unparalleled advantages of the document data model. This session is your fast track to getting up and running with MongoDB Atlas. In this webinar, you’ll learn how to: Create your first cluster, add an IP address, and set up a database user. Load sample data using a Next.js e-commerce demo app. Connect to your database effortlessly. Webinar #2: Intro to Data Modeling November 13, 11:30 a.m. SGT Ever wondered how to perfectly design your data for an application? This webinar tackles that frequently asked question head-on. We’ll explore the crucial considerations for effective data modeling, ensuring your application performs at its peak. You will learn: The key differences in data modeling between MongoDB and RDBMS. Essential considerations for modeling data specifically with MongoDB. How to supercharge the document model using powerful schema design patterns. Webinar #3: Intro to Queries and Aggregation November 27, 11:30 a.m. SGT Unlock the true power of your data with the MongoDB Query API and the Aggregation Pipeline. As your data evolves in complexity, these high-precision tools become indispensable for intelligently retrieving, processing, and analyzing your rich JSON documents. We'll cover: Best practices you can leverage to avoid commonly observed anti-patterns Optimizations MongoDB performs during aggregation pipeline parsing. Tips and tricks to significantly improve your query performance. In today's rapidly evolving technological landscape, understanding your data and how to wield it is no longer optional—it's foundational. Equip yourself with the knowledge and skills to build robust, scalable applications. Ready to transform your approach to data? Register now for the complete "Intro to MongoDB Series" by filling out the form on this page!

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The A to Z of Building AI Agents

Aug 28, 2025 12 - 2 p.m. ET 2025 is the year of AI agents, and you don’t want to miss out! In this two-hour workshop, you’ll learn the core concepts behind AI agents, like reasoning, tools, and memory. We’ll cover different agent architectures, and then you'll get hands-on building a MongoDB learning agent. You'll get all the resources you need, including Jupyter Notebook templates with pseudocode, to guide you through the practical exercises. Here's what you'll take away: Master the foundational concepts of AI agents, including reasoning, memory, and tools. Learn to build production-grade agentic applications using MongoDB. Develop controllable, reliable agentic workflows with LangGraph. Plus, when you complete the workshop, you'll earn a MongoDB skills badge to showcase your new expertise! In today’s rapidly evolving technological landscape, staying ahead means embracing the power of AI. Equip yourself with the essential knowledge and practical skills to build the next generation of intelligent applications. Register now by filling out the form to secure your spot! Next up Enrich Your Applications with AI: A Hands-On Guide to MongoDB Atlas Vector Search - July 31 Building RAG Application Using MongoDB - Aug 14

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Intro to MongoDB 3-Part Webinar series

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Building Gen AI-Enriched Apps with AWS & MongoDB Atlas

Join us for an exclusive webinar exploring the future of AI-driven applications. Learn how MongoDB, in collaboration with Amazon Web Services (AWS), empowers you to quickly and securely build gen AI-powered applications. And discover how to harness the full potential of gen AI by integrating MongoDB with Amazon SageMaker Canvas and Amazon Bedrock. You’ll learn from experts, and you’ll view practical demonstrations showcasing the integration of MongoDB Atlas and Amazon Bedrock. Here's what you'll Learn: How MongoDB's flexible data model enables agile development and iteration. How MongoDB Atlas Vector Search streamlines the machine learning workflow — from data preparation to deployment. How to harness the power of Amazon Bedrock to build scalable, enterprise-ready AI solutions. How other organizations are using MongoDB and AWS to create next-gen AI-powered applications. Join us across the globe at one of these times: May 21, 2024 at 10 A.M. GMT/3:30 P.M. IST: On-Demand May 22, 2024 at 12 P.M. ET: On-Demand June 5, 2024 at 9 A.M SGT / 11 A.M AEST: On-Demand Seize this opportunity to unlock the potential of gen AI with MongoDB and AWS. Register now to secure your spot and embark on a journey towards AI-driven innovation. Space is limited, so reserve your spot today!

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May 14, 2024

MongoDB Community Edition Masterclass

11AM (AEST) / 13.00 (NZST) Join us for a webinar tailored specifically for MongoDB Community Edition users, hosted by Mark Kirpichnikov, Solutions Architect at MongoDB. Discover AI tools, best practices, and optimisation techniques to maximise the performance and efficiency of your open-source MongoDB instance. In this webinar, we will: Share valuable insights for optimising your Community Edition deployment Provide actionable tips and techniques to fine-tune your MongoDB setup, improve query performance, and overall efficiency Explore how MongoDB Atlas simplifies database management Don’t miss this opportunity to hear from the experts and get your questions answered live. We look forward to seeing you there!

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