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Tutorial

Building an AI Agent With Semantic Kernel, C#, OpenAI, and MongoDB Atlas

Learn how to easily create an AI agent application using MongoDB Atlas, Microsoft’s Semantic Kernel, C#, and OpenAI with Developer Advocate Luce Carter.
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C#.NETAI

Dec 02, 2024
Tutorial

How to Implement Working Memory in AI Agents and Agentic Systems for Real-time AI Applications

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Nov 18, 2024
Tutorial

Terraforming AI Workflows: RAG With MongoDB Atlas and Spring AI

Learn how to automate infrastructure management with HashiCorp Terraform and MongoDB Atlas. This tutorial covers setting up clusters, vector search, and building a Spring Boot RAG app with OpenAI embeddings for intelligent data retrieval and scalable cloud integration.
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Nov 18, 2024
Tutorial

Trader Joe's Fall Faves Party Planner With Playwright, LlamaIndex, and MongoDB Atlas Vector Search

​​In this tutorial, we create a Trader Joe’s AI party planner using Playwright to scrape our fall faves and the LlamaIndex/Atlas Vector Search integration to build a chatbot to answer questions about our items!
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Nov 12, 2024
Tutorial

How to Choose the Best Embedding Model for Your LLM Application

In this tutorial, we will see why embeddings are important for RAG, and how to choose the best embedding model for your RAG application.
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Nov 07, 2024
Tutorial

Using Golang for AI

This article explains in full detail the implementation of the backend for the celebrity matching application from scratch written in Go. ✅ Sign-up for a free cluster at → https://mdb.link/free-biaEuu57mbs ✅ Get help on our Community Forums → https://mdb.link/community-biaEuu57mbs
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Nov 07, 2024
Tutorial

Simplify Semantic Search With LangChain and MongoDB

Dive into semantic search with our tutorial on integrating LangChain and MongoDB. Simplify loading, transforming, embedding, and storing data.
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Oct 28, 2024
Tutorial

AI-Powered Playlist Generator: Crafting Custom Vibes With Deeplearning4j and MongoDB

Create custom playlists with the AI-powered Playlist Generator tutorial, using Deeplearning4j and MongoDB Atlas Vector Search to turn any unique vibe—like 'midwestern emo puppy love'—into the perfect song collection. This guide walks through embedding song lyrics, leveraging Java-based deep learning for semantic understanding, and querying MongoDB to return tunes that match your playlist’s essence. Dive in for a detailed, hands-on experience with Java, GloVe embeddings, MongoDB, and vector search integration to simplify your playlist creation with AI.
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Oct 25, 2024
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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Oct 24, 2024
Tutorial

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

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Oct 10, 2024