Pavel Duchovny

This article delves into the integration of search functionality in web apps using OpenAI's GPT-4 model and MongoDB's Atlas Vector search. By harnessing the capabilities of AI and database management, we illustrate how to create a request handler that fetches data based on user queries and applies additional filters, enhancing user experience.

Leveraging OpenAI and MongoDB Atlas for Improved Search Functionality

Prakul Agarwal

Learn how to build generative AI (GenAI) applications by harnessing the power of MongoDB Atlas and Vector Search.

Building Generative AI Applications Using MongoDB: Harnessing the Power of Atlas Vector Search and Open Source Models

Venkatesh Shanbhag

Dianna Annie Jenosh

Learn how to transform the MongoDB Documents using user-defined JavaScript functions in Dataflow templates.

UDF Announcement for MongoDB to BigQuery Dataflow Templates

Ozan Güzeldereli

Learn how to set up a data pipeline from your MongoDB database to BigQuery using the Confluent connector.

Streaming Data from MongoDB to BigQuery Using Confluent Connectors

Abirami Sukumaran

Stanimira Vlaeva

We're using BigQuery, Vertex AI, and MongoDB Atlas to predict a categorical variable using a Supervised Machine Learning Model created with AutoML.

Movie Score Prediction with BigQuery, Vertex AI, and MongoDB Atlas

Learn how to set up a data pipeline from your MongoDB database to BigQuery using change streams and Google Cloud Pub/Sub.

Machine Learning

Tutorials

All Machine Learning Tutorials

Leveraging OpenAI and MongoDB Atlas for Improved Search Functionality

Building Generative AI Applications Using MongoDB: Harnessing the Power of Atlas Vector Search and Open Source Models

UDF Announcement for MongoDB to BigQuery Dataflow Templates

Streaming Data from MongoDB to BigQuery Using Confluent Connectors

Movie Score Prediction with BigQuery, Vertex AI, and MongoDB Atlas

Create a Data Pipeline for MongoDB Change Stream Using Pub/Sub BigQuery Subscription