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presentation

People Who Ship Ep 1: Building Centralized Gen AI Tooling

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presentation promo image

Watch the first episode of our “People Who Ship” series, where you'll learn how to build sophisticated, production-grade AI applications with MongoDB. In this episode, you will hear from Apoorva Joshi, Senior AI Developer Advocate and John Ziegler, Engineering Lead on MongoDB's internal generative AI tooling team. They will share the architecture, technical decisions, and practical lessons learned while developing centralized infrastructure that empowers teams at MongoDB to rapidly build RAG-based chatbots and copilots for diverse use cases.

You'll learn:

  • The technical architecture behind MongoDB's central RAG platform
  • Key design decisions that enabled scalability across multiple use cases
  • Implementation challenges and how they were overcome
  • Evaluation and feedback mechanisms

The episode will also include a demo of the tooling in action, showing how teams are using central RAG to rapidly deploy chatbots for their unique use cases.