MongoDB Builder Relations

MongoDB-backed persistent memory for the Vercel AI SDK. Gives your agent five structured memory tiers — Session , Semantic , Procedural , Episodic , and Scratchpad — all stored in MongoDB Atlas with automatic vector search indexes and per-type retention policies.

This repository is home to all the Jupyter Notebooks required for MongoDB's GenAI Developer Day.

This Blazor application is intended to be used to demonstrate features in the MongoDB C Driver that are often of interest to enterprise companies.

A TypeScript chatbot that starts with no database, provisions a MongoDB Atlas Ephemeral Cluster at runtime, and then remembers useful facts across restarts with MongoDB Vector Search and Atlas Automated Embedding. Companion repo for Give Your Chatbot or Agent Persistent Memory in One API Call tutorial.

An MLflow plugin that provides MongoDB-backed Tracking Store and Model Registry Store implementations

Azure Agent Framework connector for MongoDB

A collection of practical examples using MongoDB with Java. This showcase includes code samples, experiments, and common patterns for working with MongoDB in different scenarios

Workshop Docs hosted at: https://mdb.link/query-api-lab.