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Leverage vector embeddings alongside operational data to build scalable semantic search experiences integrated within MongoDB Atlas.
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Video

What does Aperol Spritz have to do with MongoDB??

Let's find the closest Aperol spritz to you with MongoDB geospatial queries and Atlas Vector Search....
AIMongoDBVector Search

Dec 12, 2024 | 1 min
Video

Insights on Vector Search and Quantization for Developers and AI Enthusiasts

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Dec 02, 2024 | 10 min
Tutorial

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

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Nov 18, 2024 | 13 min read
Vector Search Articles
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Article

Using SuperDuperDB to Accelerate AI Development on MongoDB Atlas Vector Search

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Sep 18, 2024 | 6 min read
Article

Discover Latent Semantic Structure With Vector Clustering

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Oct 11, 2024 | 10 min read
Article

AI Shop: The Power of LangChain, OpenAI, and MongoDB Atlas Working Together

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Sep 18, 2024 | 7 min read
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Vector Search Tutorials
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Tutorial

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

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Nov 18, 2024 | 13 min read
Tutorial

Using Golang for AI

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Nov 07, 2024 | 19 min read
Tutorial

Simplify Semantic Search With LangChain and MongoDB

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Oct 28, 2024 | 4 min read
Vector Search Videos
All Vector Search Videos
Video

What does Aperol Spritz have to do with MongoDB??

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Play Button

Dec 12, 2024 | 1 min
Video

Insights on Vector Search and Quantization for Developers and AI Enthusiasts

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Play Button

Dec 02, 2024 | 10 min
Video

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

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Nov 12, 2024 | 44 min
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Video

Unveiling MongoDB 8.0: Performance, Scalability, and Security with Garaudy Etienne

✅ Sign-up for a free cluster → https://mdb.link/BEYfjhuVHlo-register ✅ Try MongoDB 8.0 → https://mdb.link/BEYfjhuVHlo-try - In this episode of the MongoDB Podcast, live from MongoDB .local London, we're joined by Garaudy Etienne, Director of Product Management at MongoDB, to dive deep into the exciting features and improvements of MongoDB 8.0. From performance boosts and workload resilience to enhanced scalability and security, Garaudy shares insights on how these innovations will make a significant impact on developers. Tune in to learn about the evolution of MongoDB, how feedback shapes the product, and what's next for this powerful developer data platform. Whether you're a seasoned developer or just starting with MongoDB, this episode will provide you with valuable insights and practical knowledge.
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Oct 16, 2024
Article

Discover Latent Semantic Structure With Vector Clustering

Leverage the mathematical properties of a population of db AI-embedded vectors to extract potential novel business intelligence.
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Oct 11, 2024
SK
Scott Kurowski
Tutorial

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

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Oct 10, 2024
Pavel Duchovny
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
Richmond Alake (+1)
Video

Aperol Spritz Summer With MongoDB Geospatial Queries & Vector Search

✅ Article link - https://mdb.link/zROF4pFiIEM-article ✅ MongoDB Atlas Vector Search - https://mdb.link/zROF4pFiIEM-atlas ✅ MongoDB Geospatial Queries - https://mdb.link/zROF4pFiIEM-queries ✅ Google Places API Documentation - https://developers.google.com/maps/documentation/places/web-service/search-nearby - In this tutorial, find the closest Aperol spritz to you with MongoDB geospatial queries and Atlas Vector Search.
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Sep 26, 2024
Code Example
FULL APPLICATION

Introducing the Tour Planner With MongoDB Vector Search

Discover the Tour Planner: AI-powered travel planning using PHP, Laravel, MongoDB Vector Search & OpenAI. Personalized itineraries made easy!
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Sep 24, 2024
Pavel Duchovny
Tutorial

How to Implement Databricks Workflows and Atlas Vector Search for Enhanced Ecommerce Search Accuracy

Learn how to implement Databricks Workflows and Atlas Vector Search for your Ecommerce accuracy.
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Sep 18, 2024
Vittal Pai (+2)
Tutorial

Learn to Build AI-Enhanced Retail Search Solutions with MongoDB and Databricks

Learn how to utilize MongoDB and Databricks to build ai-enhanced retail search solutions.
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Sep 18, 2024
Francesco Baldissera (+2)
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.
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Sep 18, 2024
Ashwin Gangadhar
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.
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Sep 18, 2024
Prakul Agarwal