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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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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....
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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
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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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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
All Vector Search Content
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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.
MongoDB thumbnail image
Play Button

Dec 12, 2024
Video

Insights on Vector Search and Quantization for Developers and AI Enthusiasts

✅ Try MongoDB 8.0 → https://mdb.link/Nu70pFr88Cc-8.0 ✅ Sign-up for a free cluster → https://mdb.link/Nu70pFr88Cc-try - In this episode of the MongoDB Podcast, we dive deep into the exciting advancements in vector search technology. Join us as we discuss the recent launch of quantization capabilities and how they can significantly reduce costs while enhancing performance. Discover the implications for developers and customers alike, and learn about the future of AI integration within MongoDB. Whether you're a seasoned developer or just starting out, this episode is packed with valuable insights to help you leverage the benefits of vector search in your applications.
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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
Richmond Alake
Video

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

✅ LlamaIndex and MongoDB Atlas Vector Search Integration - https://mdb.link/H4NkAvksbR8-int ✅ Developer Forums - https://mdb.link/H4NkAvksbR8-forums - ​​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! - ✅ Playwright Documentation - https://playwright.dev/ ✅ Gen AI Showcase - https://github.com/mongodb-developer/GenAI-Showcase/blob/main/README.md
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Nov 12, 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
Jorge D. Ortiz-Fuentes
Video

What is Vector Search and How Do Vector Databases Work?

A vector database is a type of data storage solution that manages and searches large amounts of high-dimensional numerical data (also known as vectorised data). Learn more about vector search on Developer Center: https://mdb.link/guide-rag
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Nov 07, 2024
Video

Unlocking the Power of Vector Search: Transforming Data into Insights

✅ Try MongoDB 8.0 → https://mdb.link/MsbuUTw0ciI ✅ Sign-up for a free cluster → https://mdb.link/MsbuUTw0ciI-register ✅ Subscribe to MongoDB YouTube→ https://mdb.link/subscribe - Join us for an engaging conversation about the transformative potential of vector search in data management! In this video, we delve into the innovative features of Superlinked, a platform that simplifies the integration of machine learning into various applications. Discover: The importance of vector search in utilizing unstructured data effectively. Practical applications in fields like e-commerce and finance. How the collaboration between Superlinked and MongoDB enhances data querying and personalized recommendations. Strategies for managing complex data without needing extensive machine learning expertise. We’ll explore the future of machine learning infrastructure and how you can leverage it for your projects.
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Nov 04, 2024
Video

Transforming Healthcare with MongoDB: An Interview with Tayfun Esenkaya from Accenture

✅ Try MongoDB 8.0 → https://mdb.link/nWM3R5vdhjE-8.0 ✅ Sign-up for a free cluster → https://mdb.link/nWM3R5vdhjE-register ✅ Subscribe to MongoDB YouTube→ https://mdb.link/subscribe - Join us for an insightful interview with Tayfun Esenkaya, an Enterprise Architect at Accenture, as he discusses how their innovative healthcare solutions leverage MongoDB. Learn about the Neuro Dynamics and Brain Gym projects, the challenges they faced, and how MongoDB's vector search is transforming their products. Whether you're a developer, a tech enthusiast, or someone interested in healthcare technology, this interview is packed with valuable insights.
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Nov 01, 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
Brian Leonard
Video

Revolutionizing Knowledge Management with MongoDB: An Interview with Saravana Kumar

✅ Try MongoDB 8.0 → https://mdb.link/9zDQ8U2eVkg-8.0 ✅ Sign-up for a free cluster → https://mdb.link/9zDQ8U2eVkg-register ✅ Subscribe to MongoDB YouTube→ https://mdb.link/subscribe -Join us for an insightful interview with Saravana Kumar, as he discusses how their platform leverages MongoDB to provide cutting-edge knowledge management solutions. Learn about the challenges they faced, the technology stack they use, and how MongoDB's vector search is transforming their product. Whether you're a developer, a tech enthusiast, or someone interested in knowledge management, this interview is packed with valuable insights.
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Oct 28, 2024