Resources

Building RAG and Multi-Agent Systems With LangGraph and MongoDB Atlas

Oct 2, 2025 10 a.m. - 12 p.m. ET In this hands-on virtual workshop, you’ll learn how to design and build agentic retrieval-augmented generation (RAG) applications using LangGraph and MongoDB Atlas. We’ll start with the basics: building a simple RAG flow powered by Atlas Vector Search. You’ll create a vector index in MongoDB Atlas to enable semantic retrieval. As the workshop progresses, you’ll gradually add more tools and complexity to your agent, including: Conditional branching for dynamic workflows Persistent memory with the MongoDB Checkpointer, storing agent state in Atlas And more advanced multi-agent capabilities By the end of the session, you’ll know how to combine retrieval, reasoning and memory to build context-aware AI agents ready for real-world applications.

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AI as the New Business User: Reimagining Data Infrastructure for the AI-Native Enterprise

Sept 9, 2025 11 am EST Today’s applications were not built with AI as the user, yet AI has become the primary consumer of enterprise data. As operational AI becomes both the foundation and a key driver of competitive advantage, a pattern is evolving where operational data platforms are now both systems of records and systems of intelligence. This transformation makes legacy data and application architectures inadequate. In this webinar, we will cover: Why agentic and operational AI require an AI-native approach to data architecture How Capgemini and MongoDB help enterprises modernize and deploy AI faster through an agentic knowledge assistant How MongoDB’s flexible document model simplifies data modeling and accelerates AI development at an operational speed by unifying structured and unstructured data A business use case demo utilizing the Model Context Protocol (MCP) Speakers: Steve Jones, Executive Vice President, Collaborative Data Ecosystems, Capgemini Prasad Pillalamarri, Director for SI Partner Solution Consulting, MongoDB

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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 September 18, 11 a.m. ET 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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Building Intelligent Property Experiences: Overcoming Legacy Challenges With Generative AI

23rd Sept 2 - 3 p.m. AEST Real estate platforms are rapidly experimenting with gen AI to grow their unique audience and improve lead generation with features such as natural language property search, automated listing enrichment, anomaly detection, and intelligent customer experiences. The challenge lies not in prototyping but in operationalising these solutions while ensuring performance, scalability, and trust. In this webinar, we’ll explore how to take gen AI in PropTech from experimentation to production. Agenda highlights: Architectural patterns for production-ready AI Integrating RAG and agentic systems into existing platforms Requirements for scalable AI (data models, queries, vector search) How MongoDB Atlas powers gen AI in PropTech Live demo: Natural language property search Join us to see how PropTech innovators can go beyond experimentation and bring gen AI to scale with MongoDB.

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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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People Who Ship Ep 2: From prototype to production

Hear from developers shipping production-grade AI applications built on MongoDB. This episode features Noam Rubin, a software engineer on Vanta’s AI platform team. Check out the recent episode of our “People Who Ship” series, where you'll hear from developers shipping production-grade AI applications with MongoDB. In this episode, you will hear from Noam Rubin, a software engineer on the AI platform team at Vanta. Noam will share invaluable insights into what it takes for his team to take gen AI features from prototype to production at Vanta. You will learn: The importance of experimentation What makes a good prototype How to integrate prototypes into real products The lifecycle of an AI feature What’s hard about building AI agents Register now for real-world insights from teams using AI to solve real business challenges. No hype—just actionable knowledge you can apply to your own AI projects.

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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 September 11 - 10am BST 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. 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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Intro to Atlas Search Webinar HK

Atlas Search combines the power of Apache Lucene — the technology behind the world’s most popular search engines — with the efficiency, scale, and resilience of MongoDB Atlas to make it easier than ever to integrate fast, relevance-based search capabilities into all of your MongoDB applications. This webinar will show you how to search through different data types, including text, numbers, dates, and geoJSON and demonstrate a variety of search capabilities.

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Build Real AI Success: From Vectors to Value with MongoDB Atlas on Azure

Learn how leading enterprises are building intelligent, AI-driven applications using MongoDB Atlas and Microsoft Azure by watching our on-demand webinar. In this session, MongoDB and Microsoft experts explore how Atlas on Azure powers the next generation of AI with the use of RAG, machine learning, and agentic systems. Agentic AI is reshaping the future of application development, enabling systems to reason, act autonomously, and evolve in real time. But success with agentic systems requires a data foundation that is secure, scalable, and flexible enough to handle hybrid search, vector embeddings, and transactional workloads all in one. Watch “From Vectors to Value: Why MongoDB Atlas on Azure for Agentic Systems” to learn how leading enterprises are building intelligent, AI-driven applications using MongoDB Atlas and Microsoft Azure. Topics covered include: Building powerful agentic systems with Azure AI Foundry and MongoDB’s native support for vector search, hybrid search, and real-time reasoning Optimizing storage and compute with Atlas Vector Search Nodes for gen AI-specific workloads Deploying securely with deep Azure integration and industry-leading encryption capabilities Watch the session at your convenience and find out how MongoDB Atlas on Azure can take you from pilot to production faster, with the flexibility to adapt, the security to scale, and the intelligence to act.

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Migrating to MongoDB Atlas

September 17th, 2025 10 a.m. GST Ready to elevate your database to MongoDB Atlas? Our upcoming webinar will guide you through every step of the migration process—from planning and strategy to execution and optimization. Whether you’re using MongoDB Community or Enterprise Advanced, this session is tailored to empower you with the knowledge and tools to ensure a smooth transition. What You’ll Learn: Overview: Discover MongoDB Atlas's benefits and the essentials of migration. Planning & Strategy: Learn how to assess your current deployment, define goals, prioritize risks, and map out a migration plan following data migration best practices. Methods & Tools: Explore migration methods and get a hands-on look at MongoDB tools like Live Migration and cluster-to-cluster sync via an interactive demo. Validation & Optimization: Ensure data integrity, optimize performance, and prevent common post-migration issues. Customer Success Stories: Be inspired by real-world migration success examples and discover how MongoDB Professional Services can help derisk and accelerate your migration. Live Q&A: Get your migration questions answered by our experts.

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Adopting AI-Driven Transformation with MongoDB, Capgemini and AWS

Our recent webinar, “Adopting AI-Driven Transformation with MongoDB, AWS, and Capgemini,” is now available on demand. In this webinar, presenters from MongoDB, AWS, and Capgemini discuss an AI-powered integration enhances customer engagement, streamlines operations, and drives growth across industries. Watch this webinar to learn how to: Seamlessly integrate AI-driven capabilities into operations and core applications. Move beyond legacy limitations and unify data across disparate, siloed systems. Accelerate application development and shrink time-to-market with prebuilt accelerators for industry-specific domains. Use AWS services, like Amazon Lex and AWS Lambda to enable personalized, scalable conversational AI across channels.

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Session 1 - Data Modeling for MongoDB

In this workshop on data modeling to learn how MongoDB’s flexible document model compares to traditional relational models. Together, we’ll walk through the MongoDB data modeling methodology: Identify entities Quantify application workloads Model relationships with embedding or referencing We’ll apply this methodology through practical exercises to build the schema for a sample application—a library management system. Additionally, you will learn how to use MongoDB’s schema validation to ensure data integrity and consistency. At the end of this workshop, you will have the opportunity to earn the Relational to Document Model MongoDB skill badge that you can add to your LinkedIn profile.

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