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.

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.

Gen AI-powered video summarization

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

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.