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Tutorial

Getting Started with MongoDB Atlas Local Search Experience Using Docker

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AtlasSearch

Feb 11, 2025
Michael Höller
News & Announcements

Deprecating MongoDB Atlas GraphQL and Hosting Services

Guidance and resources on how to migrate from MongoDB Atlas GraphQL and Hosting services.
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Feb 10, 2025
Video

Meet the Makers Behind Django MongoDB Backend

Join this livestream to hear directly from the lead engineer Jib Adegunloye, and lead product manager Shubham Ranjan, as they dive into their newly released Django MongoDB Backend library, now in public preview! Get insights straight from the creators, learn how it works, and ask your questions live. - Quickstart on dev.to → https://mdb.link/aKuvHXrvYKU-devto Docs → https://mdb.link/aKuvHXrvYKU-docs GitHub repo → https://mdb.link/aKuvHXrvYKU-repo Developer Forum → https://mdb.link/aKuvHXrvYKU-forum
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Play Button

Feb 10, 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.
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Feb 06, 2025
Thibaut Gourdel
Video

Revolutionizing Land Document Management with AI

✅ Try MongoDB 8.0 → https://mdb.link/QL4BAawc1Ew ✅ Sign-up for a free cluster → https://mdb.link/QL4BAawc1Ew-8.0 ✅ Subscribe to MongoDB YouTube → https://mdb.link/subscribe - In an industry where land assets are critical, manual document processing has long been a multi-million dollar burden. Oxy faced the daunting task of managing 12 million land documents, creating significant hurdles in information retrieval and processing. Discover how Oxy leveraged AI in a multi-cloud environment, utilizing both MongoDB and AWS, transformed an overwhelming document backlog into a strategic asset by streamlining management processes, reducing operational costs, and enhancing decision-making.
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Feb 03, 2025
Article

Depth-first Hybrid Search for GraphRAG

This article compares five retrieval strategies namely pre-filtering, vector search, full-text search, hybrid search, and graph-based retrieval for RAG.
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Feb 02, 2025
Shounak Acharya (+1)
Tutorial

DeepSeek and the Future of LLMs: Why MongoDB’s LLM-agnostic Approach Matters

Discover how DeepSeek-R1—a revolutionary open-source LLM trained with innovative reinforcement learning—challenges commercial giants like GPT-4, while MongoDB’s LLM-agnostic architecture powers a cost-efficient, real-time retrieval-augmented generation system. Learn about advanced reasoning, benchmark performance, and practical implementation steps that make this cutting-edge AI solution a game-changer in the evolving AI landscape.
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Feb 01, 2025
Han Heloir (+1)
Video

Next Generation Commerce as Code: Storecraft

✅ Try MongoDB 8.0 → https://mdb.link/OO4arXfO75U-8.0 ✅ Sign-up for a free cluster → https://mdb.link/OO4arXfO75U-free ✅ Subscribe to MongoDB YouTube → https://mdb.link/subscribe - Let's explore the next generation of commerce as code. In this live stream we'll take a look at Storecraft and quickly deploy a backend for an e-commerce website. To get started just run npx storecraft create! Check it our here: https://storecraft.app/
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Jan 31, 2025
Video

GitHub CoPilot can generate C# model classes based on documents in your collection! #copilot

This short provides a tip to increase developer productivity by automatically generating C# model classes (including MongoDB driver attributes) for documents in a collection the extension is connected to. This will save a lot of time and code for the developer!
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Jan 31, 2025
Video

🚀 Supercharge .NET Aspire with MongoDB in 1 Minute! (Full Integration Guide) #DotNetAspire #MongoDB

Learn seamless integration: add NuGet packages, configure data volumes, enable MongoExpress GUI, and inject IMongoClient effortlessly. Boost cloud-native apps with persistent data + community-powered tools! 🔥 Like/Subscribe for more! #DotNetAspire #MongoDB #CSharp #DevOps #CodeTips #DeveloperSEO #CloudNative
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Jan 30, 2025