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Tutorial

Building a Semantic Search Service With Spring AI and MongoDB Atlas

Learn how to get started with Spring AI and the MongoDB vector store integration. Use vector search to semantically search your data, all in the Spring ecosystem.
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JavaSpringAI

Oct 24, 2024
Tutorial

Supercharge Your AI Applications: AWS Bedrock, MongoDB, and TypeScript

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Oct 10, 2024
Tutorial

Getting Started with Microsoft's Semantic Kernel in C# and MongoDB Atlas

Learn how to get started creating a simple bot in C# using Semantic Kernel with MongoDB Atlas.
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Oct 10, 2024
Tutorial

How to Use Cohere's Quantized Vectors to Build Cost-effective AI Apps With MongoDB

Learn how to build cost-effective AI apps using Cohere's quantized vectors and MongoDB Atlas. This tutorial covers vector quantization techniques, efficient embedding storage, and optimized vector search operations. Discover how to leverage BSON encoding and int8 quantization to significantly reduce storage requirements while maintaining search accuracy. Ideal for developers looking to scale their AI applications and optimize performance in production environments.
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Oct 03, 2024
Tutorial

Smart Filtering: A Guide to Generating Pre-filters for Semantic Search

Dive into what smart filtering is, how it works, and why it's essential for building better search experiences. Use metadata and vector search to deliver search results that truly match your intent.
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Oct 02, 2024
Tutorial

Sip, Swig, and Search With Playwright, OpenAI, and MongoDB Atlas Search

In this tutorial, let’s figure out the best fall Utah “dirty” sodas from the soda chain Swig using Playwright, structured OpenAI outputs, and MongoDB’s Atlas Search.
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Oct 01, 2024
Tutorial

Getting Started With MongoDB and AWS CodeWhisperer

Get AWS CodeWhisperer running in VS Code. It also works with IDEs like IntelliJ IDEA, AWS Cloud9, AWS Lambda console, JupyterLab, & SageMaker Studio.
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Sep 26, 2024
Tutorial

Getting Started With MongoDB and Amazon Q Developer generative AI–powered coding assistant

Get working on your MongoDB Project swiftly with Amazon Q Developer
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Sep 25, 2024
Tutorial

Retrieval-Augmented Generation With MongoDB and Spring AI: Bringing AI to Your Java Applications

Learn to create a Java Spring retrieval augmented generation application, with MongoDB.
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Sep 23, 2024
Tutorial

Beyond Basics: Enhancing Kotlin Ktor API With Vector Search

Learn how to integrate Vector Search into your Kotlin with Ktor application using MongoDB.
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Sep 18, 2024