GenAI-Showcase

Why we included this project

Developers who want to use MongoDB as the data layer for a GenAI app will get more from this repo than from most tutorials. It collects Jupyter notebooks, Python and JavaScript sample apps, and self-paced workshops, all meant to be run against a live Atlas cluster. Each example shows a real integration, so you can read how a RAG pipeline queries a vector index or how an agent keeps conversation state, then adapt it to your own code. The notebooks also cover evaluation, a step many tutorials skip. Teams already on MongoDB can test whether it works as their vector store, operational database, and memory layer in one place, and newer builders get a guided path through the basics. Partner contributions add a useful second perspective beyond the core examples.