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Tutorial
How to Deploy Vector Search, Atlas Search, and Search Nodes With the Atlas Kubernetes Operator
Learn how to deploy MongoDB Atlas Vector Search, Atlas Search, and Search Nodes using the Atlas Kubernetes Operator. This tutorial covers step-by-step instructions to integrate advanced search capabilities into Kubernetes clusters, enabling scalable, high-performance workloads with MongoDB Atlas.Mar 14, 2025
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Tutorial
Sentiment Chef Agent App with Google Cloud and MongoDB Atlas
In the competitive customer service industry, extracting meaningful insights from customer reviews is challenging. Our team developed Sentiment Chef, an intelligent restaurant agent that goes beyond basic review analysis by leveraging Google Cloud and MongoDB Atlas. This smart platform interprets sentiments from text, images, and videos, providing comprehensive feedback summaries. Designed specifically for the restaurant industry, Sentiment Chef transforms multimodal review data into actionable insights, helping restaurant owners make informed decisions based on customer feedback.Mar 14, 2025
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Tutorial
How to Deploy an Application in Kubernetes With the MongoDB Atlas Operator
Get started with application deployment into a Kubernetes cluster using the MongoDB Atlas Operator.Mar 13, 2025
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Tutorial
How to Use Cohere Embeddings and Rerank Modules With MongoDB Atlas
To avoid issues in leveraging AI search functionality or machine learning in your application, Cohere and MongoDB offer fully managed solutions.Mar 13, 2025
Tutorial
Demystifying Stored Procedures in MongoDB
Learn how MongoDB’s aggregation pipeline, Atlas triggers, and change streams are a super efficient, powerful, and flexible alternative to stored procedures.Mar 13, 2025
Tutorial
Managing a Smart Product Catalog Metadata Architecture With MongoDB Atlas and Google Cloud
Mar 12, 2025
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Tutorial
How to Seamlessly Use MongoDB Atlas and IBM watsonx.ai LLMs in Your GenAI Applications
Learn how to build a RAG framework using MongoDB Atlas Vector Search and IBM watsonx LLMs.Mar 12, 2025
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.Mar 12, 2025
Tutorial
Local-first and Reasoning-enhanced RAG With DeepSeek and MongoDB
Discover how DeepSeek’s innovative open-source models—DeepSeek-V3, DeepSeek Coder, and the groundbreaking reasoning model DeepSeek-R1—are revolutionizing local-first, retrieval-augmented generation (RAG) applications with MongoDB. This comprehensive guide details how cutting-edge chain-of-thought reasoning and model distillation techniques enhance AI performance and explainability. Learn how integrating tools like Ollama, Nomic-Text-Embed, LangChain, and Streamlit with MongoDB Atlas enables secure, scalable, and privacy-focused deployments ideal for industries such as healthcare and defense. Unlock advanced technical insights and step-by-step implementation strategies to build dynamic on-device AI applications that process and analyze sensitive documents with unparalleled accuracy and flexibility.Feb 06, 2025