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Generating MQL Shell Commands Using OpenAI and New mongosh Shell

Learn how new mongosh external modules can be used to generate MQL language via OpenAI engine. Transform simple text sentences into sophisticated queries. ...
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AIMongoDBShell

Jul 11, 2023 | 7 min read
Pavel Duchovny
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PyMongoArrow: Bridging the Gap Between MongoDB and Your Data Analysis App

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Jul 11, 2023 | 7 min read
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Streaming Data with Apache Spark and MongoDB

Streaming Data with Apache Spark and MongoDB

Jul 11, 2023 | 7 min read
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Audio Find - Atlas Vector Search for Audio

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Dec 04, 2023 | 11 min read
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AI Shop: The Power of LangChain, OpenAI, and MongoDB Atlas Working Together

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Nov 29, 2023 | 7 min read
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Real-Time Card Fraud Solution Accelerator with MongoDB and Databricks

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Jul 11, 2023 | 7 min read
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Efficiently Managing and Querying Visual Data With MongoDB Atlas Vector Search and FiftyOne

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Feb 28, 2024 | 5 min read
Tutorial

Building a RAG System With Google's Gemma, Hugging Face and MongoDB

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Feb 22, 2024 | 12 min read
Tutorial

MongoDB Atlas Vector Search and AWS Bedrock modules RAG tutorial

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Feb 20, 2024 | 10 min read
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Harmonizing AI and Atlas Vector Search

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Feb 12, 2024 | 48 min
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Build Your Own Vector Search with MongoDB Atlas and Amazon SageMaker

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Feb 06, 2024 | 69 min
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Revolutionizing AI Development with Gradient and MongoDB Atlas: The Power of Accelerator Blocks

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Jan 31, 2024
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Tutorial

Efficiently Managing and Querying Visual Data With MongoDB Atlas Vector Search and FiftyOne

...
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Feb 28, 2024 | 5 min read
Jacob Marks
Tutorial

Building a RAG System With Google's Gemma, Hugging Face and MongoDB

This article presents how to leverage Gemma as the foundation model in a Retrieval-Augmented Generation (RAG) pipeline or system, with supporting models provided by Hugging Face, a repository for open-source models, datasets and compute resources....
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Feb 22, 2024 | 12 min read
Richmond Alake
Tutorial

MongoDB Atlas Vector Search and AWS Bedrock modules RAG tutorial

Explore our comprehensive tutorial on MongoDB Atlas Vector Search and AWS Bedrock modules for creating a dynamic database assistant for product catalogs. This guide covers building an application for seamless product searching using various inputs such as single products, lists, images, and recipes. Learn to easily find ingredients for a recipe or the best organic almonds with a single search. Ideal for developers and product managers, this tutorial provides practical skills for navigating complex product databases with ease....
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Feb 20, 2024 | 10 min read
Pavel Duchovny
Tutorial

How to Build a RAG System With LlamaIndex, OpenAI, and MongoDB Vector Database

This article provides an in-depth tutorial on building a Retrieval-Augmented Generation (RAG) system using the combined capabilities of Python, OpenAI, LlamaIndex, and MongoDB's vector database, collectively referred to as the POLM AI stack....
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Feb 16, 2024 | 10 min read
Richmond Alake
Tutorial

RAG with Atlas Vector Search, LangChain, and OpenAI

Learn about Vector Search with MongoDB, LLMs, and OpenAI with the Python programming language....
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Feb 14, 2024 | 10 min read
Harshad Dhavale
Tutorial

Part #3: Semantically Search Your Data With MongoDB Atlas Vector Search

In this series, we look at how to use Amazon SageMaker and MongoDB Atlas Vector Search to semantically search your data....
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Feb 14, 2024 | 6 min read
Dominic Frei
Video

Harmonizing AI and Atlas Vector Search

✅ Learn More: https://mdb.link/audio-search" target="_blank" rel="noreferrer">https://mdb.link/audio-search ✅ Register for Free: https://mdb.link/register-RHzMQr5_VRc" target="_blank" rel="noreferrer">https://mdb.link/register-RHzMQr5_VRc - In this episode of the MongoDB Podcast Live, Michael Lynn teams up with Pavel Duchovny, from MongoDB's Developer Relations, to dive deep into the intersection of AI, music, and data. They're set to explore "Sync Scout," a project that works at the intersection of AI applications, music search and recommendation. This cutting-edge technology leverages MongoDB's powerful capabilities to transform the way music is associated with scenes and images, offering a glimpse into the future of personalized soundtracks. - ✅ Learn More: https://mdb.link/audio-search" target="_blank" rel="noreferrer">https://mdb.link/audio-search (Article by Pavel Duchovny and Ran Shir) ✅ Register for Free: https://mdb.link/register-RHzMQr5_VRc" target="_blank" rel="noreferrer">https://mdb.link/register-RHzMQr5_VRc...
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Feb 12, 2024 | 48 min
Tutorial

Orchestrating MongoDB & BigQuery for ML Excellence with PyMongoArrow and BigQuery Pandas Libraries

Orchestrating MongoDB & BigQuery for ML Excellence with PyMongoArrow and BigQuery Pandas Librarie...
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Feb 08, 2024 | 4 min read
Venkatesh Shanbhag (+1)
Tutorial

Part #1: Build Your Own Vector Search with MongoDB Atlas and Amazon SageMaker

In this series, we look at how to use Amazon SageMaker and MongoDB Atlas Vector Search to semantically search your data....
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Feb 07, 2024 | 4 min read
Dominic Frei
Video

Build Your Own Vector Search with MongoDB Atlas and Amazon SageMaker

✅ Register for Atlas - https://mdb.link/NWdqFA5PTXI-register ✅ Article Part 1 - https://mdb.link/NWdqFA5PTXI-part1 ✅ Article Part 2 - https://mdb.link/NWdqFA5PTXI-part2 - Have you heard about machine learning, models, and AI but don't quite know where to start? Do you want to search your data semantically? Are you interested in using vector search in your application? Then you’ve come to the right place! This livestream will introduce you to MongoDB Atlas Vector Search and Amazon SageMaker, and how to use both together to semantically search your data....
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Feb 06, 2024 | 69 min