Build and Learn: Masterclass for Architecting AI with MongoDB

Build and Learn: The Masterclass Series for Architecting AI with MongoDB Master the architecture of the next generation of applications. Join our series of hands-on workshops to move from AI fundamentals to deploying sophisticated, production-grade agentic systems on a unified data platform.

Workshop #1: Vector Search: Beginner to Pro
May 21, 10 a.m. BST
Supercharge your applications by unlocking the power of semantic search. We demystify core vector concepts and explore how to perform and optimize queries within MongoDB.

• Understand embeddings and intelligent semantic search
• Optimize performance with pre-filtering and vector quantization
• Apply vector search to real-world application scenarios
  
  

Workshop #2: Building RAG Apps Using MongoDB
June 4, 10 a.m. BST
General LLMs lack your organization’s unique context. Learn to bridge that gap by building an end-to-end retrieval-augmented generation (RAG) system from the ground up.

• Master RAG foundations including chunking and embedding
• Build a functional chatbot using open-source LLMs
• Use MongoDB as a unified operational store, vector store, and memory provider
  
  

Workshop #3: The A to Z of Building AI Agents
June 18, 10 a.m. BST
Move beyond simple chat and enter the year of the agent. Learn the reasoning, tools, and memory architectures required to build autonomous, learning agents.

• Explore agent architectures and production-grade workflows
• Build a controllable MongoDB learning agent
• Implement reliable workflows using LangGraph
  
  

Workshop #4: Designing Memory for Agentic Systems
July 2, 10 a.m. BST
An agent is only as good as its memory. Learn a practical framework for architecting memory systems that maintain context, learn from experience, and handle long-running tasks.

• Identify storage patterns for persisting and structuring memories
• Implement retrieval strategies using metadata and recency signals
• Manage the memory lifecycle to maintain system performance
  
  

Reserve your seat for the full series! Don’t miss this opportunity to have your technical questions answered by our expert presenters. Even if you cannot attend the live sessions, register anyway to receive the full recording and resource kit for each workshop on-demand.