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.

Automotive Diagnostics Using Atlas Vector Search

Combine real-time analytics with vector search by using MongoDB Atlas Vector Search integrated with OpenAI-generated embeddings.

Framework for Rapid AI Agent Deployment

Learn how to implement a modular solution for building diagnostic and recommendation agents with MongoDB Atlas.

Predictive Maintenance Excellence with MongoDB Atlas

Optimize your maintenance strategy with AI. Predict failures, generate repair plans, and guide technicians.

Real-Time Audio-Based AI Diagnostics

Learn how MongoDB Atlas Vector Search helps drive efficiency and sustainability by enabling AI-powered, real-time diagnostics in the renewable energy space.

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.

Streamline Global Gaming Management

Seamless game data management with MongoDB Atlas including global profiles, records and real-time dashboards.

AI-Driven Media Personalization

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

Gen AI-Powered Video Summarization

Build a YouTube transcription and summarization service that leverages a large language model (LLM) and semantic search.

Building an Event-Driven Inventory Management System

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

Building Modern Omnichannel Ordering on MongoDB

Enable real-time order tracking and management across all retail channels using MongoDB Atlas.

Automating Product Descriptions Using Generative AI

Write engaging and multilingual product descriptions in practically no time with MongoDB and Together AI.