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Tutorial
Leveraging OpenAI and MongoDB Atlas for Improved Search Functionality
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.Sep 29, 2023
Pavel Duchovny
Tutorial
Building Generative AI Applications Using MongoDB: Harnessing the Power of Atlas Vector Search and Open Source Models
Learn how to build generative AI (GenAI) applications by harnessing the power of MongoDB Atlas and Vector Search.Jul 25, 2023
Prakul Agarwal
Article
Real-Time Card Fraud Solution Accelerator with MongoDB and Databricks
In this article, we'll demonstrate how easy it is to build an ML-based fraud solution using MongoDB and Databricks.Mar 08, 2023
Shiv Pullepu (+2)
Tutorial
UDF Announcement for MongoDB to BigQuery Dataflow Templates
Learn how to transform the MongoDB Documents using user-defined JavaScript functions in Dataflow templates.Jan 26, 2023
DJ
Venkatesh Shanbhag (+1)
Tutorial
Streaming Data from MongoDB to BigQuery Using Confluent Connectors
Learn how to set up a data pipeline from your MongoDB database to BigQuery using the Confluent connector.Jan 24, 2023
Venkatesh Shanbhag (+1)
Tutorial
Movie Score Prediction with BigQuery, Vertex AI, and MongoDB Atlas
We're using BigQuery, Vertex AI, and MongoDB Atlas to predict a categorical variable using a Supervised Machine Learning Model created with AutoML.Jan 05, 2023
Abirami Sukumaran (+1)
Tutorial
Create a Data Pipeline for MongoDB Change Stream Using Pub/Sub BigQuery Subscription
Learn how to set up a data pipeline from your MongoDB database to BigQuery using change streams and Google Cloud Pub/Sub.Oct 28, 2022
Venkatesh Shanbhag (+1)
Code Example
FULL APPLICATION
A Spotify Song and Playlist Recommendation Engine
Python code example application for Spotify playlist and song recommendations using spark and tensorflowJun 23, 2022
Rachelle Palmer
Article
Streaming Data with Apache Spark and MongoDB
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.May 05, 2022
Robert Walters
