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Vector Search

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

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

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AIAWSNode.jsAtlasVector SearchTypeScript

Oct 10, 2024 | 9 min read
Pavel Duchovny
Tutorial

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

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Oct 03, 2024 | 23 min read
Video

Aperol Spritz Summer With MongoDB Geospatial Queries & Vector Search

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Sep 26, 2024 | 42 min
Vector Search Articles
All Vector Search Articles
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
All Vector Search Articles
Vector Search Tutorials
All Vector Search Tutorials
Tutorial

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

MongoDB thumbnail image

Oct 10, 2024 | 9 min read
Tutorial

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

MongoDB thumbnail image

Oct 03, 2024 | 23 min read
Tutorial

Simplify Semantic Search With LangChain and MongoDB

MongoDB thumbnail image

Sep 23, 2024 | 4 min read
All Vector Search Content
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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.
MongoDB thumbnail image

Oct 11, 2024
SK
Scott Kurowski
Tutorial

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

MongoDB thumbnail image

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.
MongoDB thumbnail image

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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Play Button

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

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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Sep 23, 2024
Brian Leonard
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