Solutions Library

Building Continuously Updating RAG Applications

Use native stream processing and vector search in MongoDB Atlas to continuously update, store, and search embeddings through a unified interface.

Real-time Audio-Based AI Diagnostics

Find out how AI is being used in renewable energy by leveraging MongoDB Atlas Vector Search to drive efficiency through real-time, audio diagnostics.

Building an IoT data hub for smart manufacturing

Use streaming data from edge devices to power machine learning models and smart applications by integrating MongoDB Atlas with Microsoft Azure IoT.

Framework for Rapid AI Agent Deployment

Find out how AI is being used in renewable energy by leveraging MongoDB Atlas Vector Search to drive efficiency through real-time, audio diagnostics.

Claim management using LLMs and vector search for RAG

Discover how to combine Atlas Vector Search and large language models (LLMs) to streamline the claim adjustment process.

Build a PDF Search Application with Vector Search and LLMs

Streamline operations and claims processing with powerful PDF search capabilities by integrating MongoDB Atlas Vector Search, Superduper.io, and LLMs.

AI-Driven Media Personalization: MongoDB and Vector Search

Learn about how to leverage data to create personalized user experiences by using Atlas Database, Atlas Vector Search, and Pymongo.

Building an event-driven inventory management system

Learn about how to build a real-time, event-driven inventory management system using MongoDB Atlas.