Pavel Duchovny

Capture real-world data using MongoDB Atlas, PyMongo, and OpenAI’s GPT-4. Transform images into searchable JSON documents and interact with an AI agent.

Capturing and Storing Real-World Optics With MongoDB Atlas, OpenAI GPT-4o, and PyMongo

Venkatesh Shanbhag

Yemi Falokun

By integrating MongoDB Atlas with Vertex AI Extensions, we offer a solution that enhances the accessibility and usability of the database.

Harnessing Natural Language for MongoDB Queries With Google Gemini

Ashiq Sultan

Create an e-commerce semantic search utilizing MongoDB Vector Search and OpenAI models

Build an E-commerce Search Using MongoDB Vector Search and OpenAI

Ran Shir

This in-depth article explores the innovative creation of a music catalog system that leverages the power of MongoDB Atlas's vector search and a Python service for sound embedding. Discover how sound embeddings are generated using the Panns-inference model via S3 hosted files, and how similar songs are identified, creating a dynamic and personalized audio discovery experience.

Audio Find - Atlas Vector Search for Audio

Explore the synergy of MongoDB Atlas, LangChain, and OpenAI GPT-4 in our cutting-edge AI Shop application. Discover how flexible document models and advanced AI predictions revolutionize online shopping, providing personalized grocery lists from simple recipe requests. Dive into the future of retail with our innovative AI-powered solutions.

AI Shop: The Power of LangChain, OpenAI, and MongoDB Atlas Working Together

Learn how new mongosh external modules can be used to generate MQL language via OpenAI engine. Transform simple text sentences into sophisticated queries. 

Generating MQL Shell Commands Using OpenAI and New mongosh Shell

Shiv Pullepu

Ashwin Gangadhar

Rajesh Vinayagam

In this article, we'll demonstrate how easy it is to build an ML-based fraud solution using MongoDB and Databricks.

Real-Time Card Fraud Solution Accelerator with MongoDB and Databricks

Robert Walters

MongoDB has released a new spark connector, MongoDB Spark Connector V10. In this article, learn how to read from and write to MongoDB through Spark Structured Streaming.

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